{"meta":{"query_hash":"dd116ebced02","filters":{"topic":"Climate Change Communication and Perception"},"cohort_total":1461,"direct_labels_cover":27,"predictions_cover":1461,"exported":1461,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/dd116ebced02","api":"https://metacan.xera.ac/api/v1/cohort?topic=Climate+Change+Communication+and+Perception"},"results":[{"id":"W1004004788","doi":"","title":"Environment and Human Health in the Anthropocene: Interaction Between Natural and Social Systems in Coastal Tanzania","year":2015,"lang":"en","type":"dissertation","venue":"IHI Repository","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Ontario Trillium Foundation; Government of Ontario","keywords":"Geography; Climate change; Context (archaeology); Population; Poverty; Public health; Environmental change; Socioeconomics; Environmental resource management; Ecology; Environmental health; Political science; Sociology; Medicine; Environmental science","score_opus":0.18535901560893409,"score_gpt":0.44899091689471543,"score_spread":0.26363190128578134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1004004788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98871315,0.00197848,1.7573248e-7,0.00081381836,0.0005465457,0.0003873575,0.0000125539445,0.000013884916,0.007534045],"genre_scores_gemma":[0.99709153,0.0014171556,0.0000024101848,0.00003674598,0.00036523785,0.000039505263,0.00059939723,0.000009208905,0.00043883093],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99841696,0.0007432566,0.00027911903,0.0001749608,0.00024533275,0.00014035637],"domain_scores_gemma":[0.99954593,0.0000649066,0.00022220351,0.000108192835,0.000022849497,0.000035935696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000795372,0.00010481018,0.00019411274,0.000091980015,0.0006219674,0.00013046445,0.00012466768,0.00016929918,0.0000072045727],"category_scores_gemma":[0.000009067793,0.000095270196,0.00001997787,0.00006239693,0.00013210032,0.000118911375,0.000023052624,0.0003616489,0.0000017823908],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009785776,0.00021993896,0.092212796,0.00045485588,0.000030830844,0.000010373534,0.8605087,0.0000019067696,0.0007384127,0.0013998473,0.0040282262,0.04029628],"study_design_scores_gemma":[0.00031888598,0.000058665195,0.71176326,0.00019847069,0.000014007798,0.0000038777152,0.26578173,0.000012052803,0.0000026752714,0.00013513217,0.021527486,0.00018374356],"about_ca_topic_score_codex":0.029103816,"about_ca_topic_score_gemma":0.05226679,"teacher_disagreement_score":0.61955047,"about_ca_system_score_codex":0.00034301492,"about_ca_system_score_gemma":0.0000700793,"threshold_uncertainty_score":0.97736144},"labels":[],"label_agreement":null},{"id":"W112474682","doi":"","title":"Education Notes: Outreach: Why You Should Do It, and How to Succeed","year":2002,"lang":"en","type":"article","venue":"Journal of the Royal Astronomical Society of Canada","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Outreach; Hobby; Government (linguistics); Public relations; Public education; Isolation (microbiology); Political science; Sociology; Public administration; Law","score_opus":0.17213206391925323,"score_gpt":0.33463700032363913,"score_spread":0.1625049364043859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W112474682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68036646,0.00020596167,0.00006096573,0.317121,0.00035450637,0.00009713394,0.000008858303,0.000002521945,0.0017825899],"genre_scores_gemma":[0.99567384,0.00007605711,0.0009638105,0.0015203011,0.0003154579,0.0000013048732,6.4843476e-7,0.0000048127736,0.0014437762],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992236,0.00010216891,0.0001815664,0.00006426568,0.0002844111,0.00014401015],"domain_scores_gemma":[0.9992336,0.00011521747,0.00021928955,0.00012492684,0.00012522447,0.00018171739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003961957,0.000064113454,0.00013909079,0.000012718987,0.00025699573,0.000055256216,0.00032661596,0.000051920502,0.00038489356],"category_scores_gemma":[0.00012781669,0.000049421684,0.00013205258,0.00007441133,0.00011252852,0.00007052747,0.000057033696,0.00017432652,6.667341e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018006896,0.0001043608,0.02670529,0.000012954354,0.000046441677,3.1629614e-8,0.016285436,0.000773659,0.00011214329,0.00012931394,0.917254,0.038558386],"study_design_scores_gemma":[0.00029935085,0.000053618995,0.048441157,0.00007562653,0.000036733833,5.55764e-7,0.031488415,0.0011729563,0.000036175763,0.000047345904,0.9182206,0.00012747108],"about_ca_topic_score_codex":0.10446259,"about_ca_topic_score_gemma":0.2505717,"teacher_disagreement_score":0.3156007,"about_ca_system_score_codex":0.00042334592,"about_ca_system_score_gemma":0.0003229769,"threshold_uncertainty_score":0.9015009},"labels":[],"label_agreement":null},{"id":"W1150761371","doi":"","title":"It is Not Easy Being Green: Framing of the Alberta Oil Sands by Canada's National Newspapers","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; University of Alberta","funders":"","keywords":"Newspaper; Framing (construction); Headline; Frame analysis; Big business; Globe; Oil sands; Paragraph; Natural resource; Political science; Content analysis; Advertising; Geography; Sociology; Social science; Law; Business; Psychology","score_opus":0.06182689091889417,"score_gpt":0.3386265472216647,"score_spread":0.27679965630277054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1150761371","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19421713,0.0013117935,0.00004804725,0.41611433,0.00038010225,0.000107378975,0.000018181257,0.000017834112,0.3877852],"genre_scores_gemma":[0.9661328,0.008246956,0.0000085032,0.006901766,0.00019748727,0.0000010081791,0.0000054615075,0.000005464368,0.018500527],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982202,0.00015730382,0.00020552042,0.00008879642,0.0006198294,0.0007083404],"domain_scores_gemma":[0.9994015,0.00010401704,0.0001658849,0.00012227369,0.00014325549,0.00006305447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010686185,0.00007590451,0.00009245652,0.00003302978,0.0008271428,0.00003998368,0.00047878802,0.000064723754,0.0003435411],"category_scores_gemma":[0.00015616811,0.000062592175,0.00007654818,0.00021110181,0.00007011805,0.00011689716,0.000022614115,0.00067599036,0.0000030395724],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001060787,0.00023113334,0.009569252,0.000017064118,0.00021550947,6.49092e-7,0.086788915,0.00004778937,0.010661652,0.2801042,0.04757045,0.5646873],"study_design_scores_gemma":[0.00067691895,0.00008741063,0.004523392,0.00008223803,0.000036670594,0.000027384332,0.030169845,0.00016429623,0.00018327411,0.029078538,0.93465745,0.00031257645],"about_ca_topic_score_codex":0.4093565,"about_ca_topic_score_gemma":0.97771627,"teacher_disagreement_score":0.887087,"about_ca_system_score_codex":0.0013988996,"about_ca_system_score_gemma":0.0038074395,"threshold_uncertainty_score":0.67542344},"labels":[],"label_agreement":null},{"id":"W120556047","doi":"10.1007/978-94-007-4279-6_3","title":"The Development of Science Communication Studies in Canada","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Engineering ethics; Engineering","score_opus":0.705980393645472,"score_gpt":0.48531488895453956,"score_spread":0.2206655046909325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120556047","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001037457,0.0056664697,8.573639e-7,0.0011319104,0.00017304019,0.00016219064,0.0000016425206,0.0000069889766,0.99181944],"genre_scores_gemma":[0.5143705,0.17607918,0.00095979136,0.0001517681,0.000055004824,0.00003113971,0.000019750167,0.000014314229,0.30831853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990525,0.0000481147,0.00027798876,0.000069671085,0.0004046678,0.00014701448],"domain_scores_gemma":[0.99884343,0.00032209663,0.00016577028,0.00038577552,0.00024414386,0.000038810238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001904884,0.000065090186,0.000110084075,0.00005811498,0.0010798582,0.000014409663,0.000713274,0.000039111,0.00031614883],"category_scores_gemma":[0.00009603983,0.000048079033,0.0000135600785,0.000068686044,0.0016354473,0.00007527454,0.00023215331,0.00011711225,0.000013386656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000379848,0.00000914679,0.0005013734,0.000022630004,0.000016556753,5.0557176e-8,0.1767773,4.2269198e-7,0.000016529955,0.5560596,0.0016781006,0.26491448],"study_design_scores_gemma":[0.000029405159,0.000001086706,0.0011793828,0.000103537124,0.0000033054657,5.2253416e-8,0.062481843,0.0000015228114,0.000009736133,0.0020140128,0.9340899,0.00008618782],"about_ca_topic_score_codex":0.6030778,"about_ca_topic_score_gemma":0.99951357,"teacher_disagreement_score":0.93241185,"about_ca_system_score_codex":0.0017737101,"about_ca_system_score_gemma":0.003021543,"threshold_uncertainty_score":0.8305505},"labels":[],"label_agreement":null},{"id":"W1235812478","doi":"10.56816/2378-6949.1190","title":"An investigation into the impact of science communication and cognitive strain on attitudes towards climate change","year":2015,"lang":"en","type":"article","venue":"Journal of Undergraduate Research at Minnesota State University Mankato","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Climate change; Skepticism; Psychology; Social psychology; Cognition; Politics; Cognitive dissonance; Scale (ratio); Ideology; Sociology; Political science; Ecology; Geography; Epistemology; Law","score_opus":0.4773343709056318,"score_gpt":0.5014115108231391,"score_spread":0.024077139917507262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1235812478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98115396,0.00020402632,0.000011510523,0.016368268,0.000028120807,0.0002766885,0.000037563288,0.000009238089,0.0019106428],"genre_scores_gemma":[0.9823944,0.017281577,0.00013461545,0.000030372923,0.000033929482,8.0178035e-7,0.000015536018,0.000006291729,0.00010247458],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962839,0.001965878,0.0002151024,0.0001467484,0.0010716025,0.0003168063],"domain_scores_gemma":[0.9963837,0.0004469113,0.00031723882,0.0003017064,0.0021366093,0.00041380143],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008283579,0.00009484148,0.00016203457,0.0005754718,0.0015746794,0.00012905723,0.0008137178,0.000051098195,0.000021307247],"category_scores_gemma":[0.00047277857,0.00007377206,0.00006144849,0.0010655847,0.0039452733,0.0012941228,0.00032531022,0.0003528894,0.000008673921],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002156326,0.000681674,0.06019707,0.00007846896,0.00014166074,0.000030099241,0.8053379,0.00011291077,0.00655942,0.037134156,0.0013793524,0.08619094],"study_design_scores_gemma":[0.003541205,0.004312299,0.48209748,0.0008652227,0.0000894094,0.000028970071,0.46878934,0.0017672159,0.0005201768,0.034104653,0.0033992766,0.000484756],"about_ca_topic_score_codex":0.009195923,"about_ca_topic_score_gemma":0.009329721,"teacher_disagreement_score":0.4219004,"about_ca_system_score_codex":0.0010221149,"about_ca_system_score_gemma":0.0006690707,"threshold_uncertainty_score":0.99972516},"labels":[],"label_agreement":null},{"id":"W139550024","doi":"10.1007/978-94-007-4360-1_16","title":"Trajectories of Socioscientific Issues in News Media: Looking into the Future","year":2014,"lang":"en","type":"book-chapter","venue":"Cultural studies of science education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Newspaper; Representation (politics); News media; Science education; News values; Political science; Public relations; Sociology; Media studies; Politics; Law","score_opus":0.2798795353091101,"score_gpt":0.46603718596705856,"score_spread":0.18615765065794848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W139550024","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3779533,0.099635646,0.0000043911527,0.07852896,0.022001127,0.0017461352,0.000021386197,0.0000908324,0.42001823],"genre_scores_gemma":[0.66259605,0.2258758,0.0005059133,0.00024384742,0.0031352378,0.00005083464,0.000063483785,0.000020325266,0.10750849],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984221,0.00007902945,0.00038111742,0.0002600029,0.0006796545,0.00017812072],"domain_scores_gemma":[0.9979152,0.00019242131,0.00045943656,0.00032127238,0.0010669116,0.000044752665],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015460738,0.00014435433,0.0002925489,0.00017485743,0.0011670064,0.00006788881,0.00084442436,0.0001218135,0.00012104566],"category_scores_gemma":[0.00061178324,0.000095879164,0.0000824455,0.00036708167,0.007779014,0.00029960467,0.00014472599,0.00018745665,0.000011091528],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003196669,0.000021731188,0.00035684908,0.000065852306,0.000008285264,1.6743751e-8,0.7382274,7.697466e-7,0.0005520476,0.15956362,0.0043667224,0.096833475],"study_design_scores_gemma":[0.000039893595,0.000013667814,0.002033932,0.00029504127,0.000018357337,1.2895119e-7,0.60123974,7.459435e-7,0.00005997568,0.010835952,0.38533247,0.00013011364],"about_ca_topic_score_codex":0.0016746771,"about_ca_topic_score_gemma":0.038740087,"teacher_disagreement_score":0.38096577,"about_ca_system_score_codex":0.00036993957,"about_ca_system_score_gemma":0.0005103301,"threshold_uncertainty_score":0.99492127},"labels":[],"label_agreement":null},{"id":"W140261566","doi":"","title":"Thomas Homer-Dixon, Le défi de l’imagination : Comment résoudre les problèmes de l’avenir?. Montréal, Canada, Édition Boréal, 592 p., 2002","year":2004,"lang":"fr","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Ethnology; Art; Sociology","score_opus":0.1663234752795175,"score_gpt":0.3515834092881943,"score_spread":0.18525993400867682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W140261566","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020732809,0.01781257,0.005944241,0.8009348,0.000673437,0.00075049093,0.00016740151,0.00019599685,0.15278825],"genre_scores_gemma":[0.8763494,0.08703113,0.0053161816,0.007838699,0.0006359838,0.00017722051,0.00038271782,0.00005835079,0.022210304],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974766,0.0005910226,0.00042374147,0.00030946362,0.0005115677,0.00068764907],"domain_scores_gemma":[0.9986566,0.0001368859,0.00023173146,0.00040841216,0.00026104317,0.00030533382],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008616582,0.00026667782,0.00025374105,0.00009702267,0.0015381186,0.00020133409,0.00042445053,0.0002519405,0.0030854593],"category_scores_gemma":[0.00009437208,0.00030162235,0.00011176808,0.0004541644,0.00041265835,0.0005285889,0.00010152303,0.00032630042,0.000120796976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023679553,0.00086063263,0.0013469864,0.00015135901,0.000051942458,0.000011707297,0.02524671,0.00096747995,0.0006676803,0.24768236,0.6668717,0.056117762],"study_design_scores_gemma":[0.0008279384,0.000068347865,0.0069074077,0.00020261481,0.000053774384,0.000014981067,0.029763814,0.0017688539,0.0003319087,0.010303313,0.94933164,0.00042540717],"about_ca_topic_score_codex":0.9626179,"about_ca_topic_score_gemma":0.9836913,"teacher_disagreement_score":0.8556166,"about_ca_system_score_codex":0.0037961714,"about_ca_system_score_gemma":0.0019703526,"threshold_uncertainty_score":0.9999436},"labels":[],"label_agreement":null},{"id":"W1483081082","doi":"10.1126/science.1119444","title":"Social Values and the Governance of Science","year":2005,"lang":"en","type":"article","venue":"Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadiana.org; University of Calgary","funders":"","keywords":"Public opinion; Sample (material); Science policy; Political science; Corporate governance; Public policy; Sociology; Law; Economics; Politics","score_opus":0.3196271225949672,"score_gpt":0.48136850351866717,"score_spread":0.1617413809237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483081082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7886323,0.00036144562,0.000016863318,0.031253666,0.0001264293,0.00012940337,0.0000019332745,0.000022684408,0.17945527],"genre_scores_gemma":[0.997135,0.001789368,0.0002274547,0.00025632555,0.000093002,0.0000028078105,7.218449e-8,0.0000010034861,0.00049498794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99899924,0.00005772083,0.000084263535,0.00011929534,0.00057225995,0.00016723786],"domain_scores_gemma":[0.9995043,0.000079449565,0.00007309726,0.00014842355,0.00015279764,0.000041924184],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0037765696,0.00002941127,0.000052579166,0.00003351668,0.002359858,0.00009428795,0.00074510014,0.000013370213,0.00008920527],"category_scores_gemma":[0.000495727,0.000020578236,0.000015143497,0.00087948516,0.026149714,0.0005047379,0.00014796505,0.000046456975,0.000012247147],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001284985,0.000023171853,0.0010170037,0.0000030074295,5.7244995e-7,2.5400768e-8,0.21969123,0.0000021928931,0.0064974716,0.59549296,0.00021314582,0.17704636],"study_design_scores_gemma":[0.0018301018,0.000048944377,0.51069355,0.00006358457,0.000019551599,0.0000031294976,0.09930739,0.0040030233,0.0040694256,0.052585274,0.3269152,0.0004608334],"about_ca_topic_score_codex":0.00026083054,"about_ca_topic_score_gemma":0.0004566656,"teacher_disagreement_score":0.5429077,"about_ca_system_score_codex":0.00007653141,"about_ca_system_score_gemma":0.00022858691,"threshold_uncertainty_score":0.9989389},"labels":[],"label_agreement":null},{"id":"W1489105364","doi":"10.1111/cars.12045","title":"Social and Political Convergence on Environmental Events: The Roles of Simplicity and Visuality in the BP Oil Spill","year":2014,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Humanities; Newspaper; Club; Politics; Political science; Convergence (economics); Sociology; Ethnology; Art; Law","score_opus":0.2796501512800146,"score_gpt":0.40752170020565354,"score_spread":0.12787154892563896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489105364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84806746,0.026294284,9.815755e-7,0.12322305,0.00014002298,0.00024542876,0.0002932624,0.0000039398997,0.0017315832],"genre_scores_gemma":[0.8665826,0.11876342,0.0000077450395,0.014339975,0.00016847205,0.000035821336,0.000046430905,0.000008070926,0.000047485417],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9949114,0.0034260922,0.00047959157,0.00028217427,0.00007526127,0.00082552986],"domain_scores_gemma":[0.9975383,0.0014862146,0.0002639247,0.0003281553,0.000046585064,0.00033681464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004804349,0.00019700907,0.00052493723,0.00005031923,0.00054457155,0.0000063711595,0.0005794183,0.00041299072,0.00022393971],"category_scores_gemma":[0.001091903,0.0001549302,0.00013638979,0.0001278968,0.00589988,0.000044731547,0.00007314671,0.0005189614,0.0000073528317],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000086217315,0.000063632535,0.14096585,0.0021180368,0.000046886573,0.0000028828608,0.12121503,5.3531375e-7,0.000053025527,0.6921401,0.0013065829,0.04207882],"study_design_scores_gemma":[0.0003063132,0.00021973977,0.7661999,0.0013310668,0.00013492822,0.000012748839,0.14043295,0.000058469708,0.0000014291558,0.040017456,0.050965674,0.0003193334],"about_ca_topic_score_codex":0.06554474,"about_ca_topic_score_gemma":0.5112374,"teacher_disagreement_score":0.6521226,"about_ca_system_score_codex":0.0010047042,"about_ca_system_score_gemma":0.0002866491,"threshold_uncertainty_score":0.9968055},"labels":[],"label_agreement":null},{"id":"W1497371089","doi":"10.3152/147154306781778812","title":"Book reviews","year":2006,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Library science; Media studies; Political science; Sociology; Computer science","score_opus":0.4185256740845366,"score_gpt":0.49049221811045207,"score_spread":0.07196654402591546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497371089","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0111337025,0.0068917517,0.0000136748995,0.10403542,0.00009456833,0.00017321977,0.0000026337993,0.00006427925,0.8775908],"genre_scores_gemma":[0.76489604,0.1453887,0.0002718286,0.044916198,0.0022503424,0.000057124846,0.00001493617,0.000009350988,0.04219552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991633,0.00008042296,0.00009768398,0.0001182203,0.00026182807,0.00027850698],"domain_scores_gemma":[0.99951833,0.000023109022,0.00004058096,0.00017929215,0.000111776164,0.00012691622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018099308,0.00003964474,0.000057646506,0.0001933478,0.001174957,0.00029142806,0.00031724307,0.000026294383,0.0005994501],"category_scores_gemma":[0.0005831213,0.0000343677,0.000015654323,0.0010714886,0.0012598592,0.000709339,0.000064495754,0.000042879736,0.00013661095],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.838589e-7,0.00003309537,0.0021595166,0.000005286362,3.2156865e-7,1.018623e-7,0.005426704,3.2618075e-8,0.0005969231,0.57816905,0.19710055,0.21650782],"study_design_scores_gemma":[0.000032116935,0.0000036779309,0.0054808585,0.0000036563883,5.217145e-7,4.9885176e-7,0.0005094808,0.0000077808445,0.000003668097,0.0022959698,0.99161565,0.000046116984],"about_ca_topic_score_codex":0.011810674,"about_ca_topic_score_gemma":0.0032726787,"teacher_disagreement_score":0.8353952,"about_ca_system_score_codex":0.00011377291,"about_ca_system_score_gemma":0.0004994404,"threshold_uncertainty_score":0.99476975},"labels":[],"label_agreement":null},{"id":"W1501392290","doi":"","title":"Editorial : Globalisation of Science Communication","year":2015,"lang":"fr","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Science communication; Conversation; Sociology; Globalization; China; Media studies; Order (exchange); Engineering ethics; Political science; Environmental ethics; Social science; Science education; Law; Pedagogy; Engineering; Philosophy","score_opus":0.6146562062560408,"score_gpt":0.5017392274710761,"score_spread":0.11291697878496465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501392290","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039177954,0.0027553458,0.00021590362,0.027779182,0.14980824,0.00026841878,0.000020532772,0.00006536253,0.7799091],"genre_scores_gemma":[0.95049316,0.011143519,0.002583466,0.00020481975,0.027525973,0.000008658522,0.00004868998,0.000008346424,0.00798335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824333,0.0003996467,0.0002604338,0.00012336236,0.0007858044,0.00018740243],"domain_scores_gemma":[0.9978142,0.00009882712,0.0001810555,0.00053320074,0.001187675,0.00018503996],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00351767,0.000069170615,0.000106795815,0.00007943816,0.00039415242,0.00006404345,0.0007337175,0.00013140343,0.0009013517],"category_scores_gemma":[0.0006175491,0.00007549367,0.00003721996,0.0011221771,0.004399272,0.00083282357,0.00018874665,0.00010359416,0.00024381767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002283847,0.00021864957,0.000778405,0.0000151944505,0.000004391128,1.8504597e-8,0.08752703,0.000022778198,0.00043321867,0.47265226,0.3921897,0.046135515],"study_design_scores_gemma":[0.00027784123,0.0000509618,0.00046455988,0.000042815664,0.000013098225,3.0748367e-7,0.0379168,0.00048403617,0.00007594488,0.010290751,0.9502893,0.00009355797],"about_ca_topic_score_codex":0.01130891,"about_ca_topic_score_gemma":0.0030237667,"teacher_disagreement_score":0.9113152,"about_ca_system_score_codex":0.0005123743,"about_ca_system_score_gemma":0.0005842558,"threshold_uncertainty_score":0.9983102},"labels":[],"label_agreement":null},{"id":"W1502205871","doi":"10.4324/9780203073407","title":"Culture, Politics and Climate Change : How Information Shapes our Common Future","year":2014,"lang":"en","type":"book","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Politics; Political science; Climate justice; Political economy of climate change; Journalism; Environmental ethics; Media studies; Sociology; Law","score_opus":0.26054313387471106,"score_gpt":0.39972560979919003,"score_spread":0.13918247592447897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502205871","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000506383,0.00045775625,0.000019966908,0.02107637,0.00041220573,0.00047986725,0.00016288953,0.00019593003,0.97714436],"genre_scores_gemma":[0.014656639,0.17005323,0.00036258483,0.0117966,0.00800386,0.000113561226,0.0041201618,0.000052412575,0.7908409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989389,0.00014371044,0.0001926611,0.00012638651,0.00030813905,0.0002901609],"domain_scores_gemma":[0.9991791,0.000032823147,0.00023070483,0.00023836432,0.000167777,0.00015120016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040910576,0.00019899191,0.00025276432,0.000121208526,0.00071821804,0.00033843846,0.00029290136,0.00058063155,0.0001674562],"category_scores_gemma":[0.000024381008,0.00017773647,0.000071837276,0.000059405527,0.00009640481,0.0006398186,0.0001495954,0.00030579392,0.00020852915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061326405,0.000016036694,0.00031687744,0.0003098563,0.000015360862,2.905131e-7,0.08636416,4.394455e-8,8.7591644e-7,0.5465373,0.2334751,0.13295797],"study_design_scores_gemma":[0.000112697344,0.000023349214,0.0005569622,0.000077909506,0.000025146996,0.000001091599,0.018107235,0.00006270423,9.425578e-8,0.0018327694,0.9789729,0.00022710282],"about_ca_topic_score_codex":0.00039584865,"about_ca_topic_score_gemma":0.016365286,"teacher_disagreement_score":0.7454978,"about_ca_system_score_codex":0.00017865981,"about_ca_system_score_gemma":0.000049910996,"threshold_uncertainty_score":0.91322136},"labels":[],"label_agreement":null},{"id":"W150470355","doi":"","title":"Presenters of An Inconvenient Truth as intermediaries of environmental communication","year":2011,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intermediary; Environmental ethics; Business; Philosophy; Marketing","score_opus":0.09157218927578518,"score_gpt":0.32116486387775345,"score_spread":0.22959267460196825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W150470355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91721183,0.00013126849,0.0000032512357,0.000041097606,0.0002503212,0.000255091,0.00012914625,0.000029116547,0.081948906],"genre_scores_gemma":[0.9847733,0.0067985863,0.00006012677,0.0000110431165,0.000021142338,0.0000016110846,0.0022876298,0.000015397287,0.0060311644],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99866724,0.00046575777,0.0002484662,0.00019162052,0.00028356136,0.00014336137],"domain_scores_gemma":[0.9986535,0.00009756863,0.00047999466,0.0005791119,0.00008474345,0.000105095634],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021893703,0.00014427866,0.00024756568,0.00036392375,0.00024077873,0.000014746993,0.0009539406,0.00027915838,0.0016977526],"category_scores_gemma":[0.00004894269,0.00018052761,0.0001272181,0.00021884647,0.00059448753,0.00037033725,0.00010869632,0.000211715,0.000025359886],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005528257,0.0053593987,0.44099376,0.0010600353,0.0007883229,0.000029441158,0.30895182,0.000011576214,0.00092021725,0.08340137,0.0042774985,0.14867829],"study_design_scores_gemma":[0.0005143301,0.00014025353,0.0074178874,0.0001903495,0.00012503055,1.7272874e-9,0.9336457,0.000010574863,0.0015630972,0.0006105942,0.05554299,0.00023914123],"about_ca_topic_score_codex":0.0041389875,"about_ca_topic_score_gemma":0.27967525,"teacher_disagreement_score":0.62469393,"about_ca_system_score_codex":0.0001551264,"about_ca_system_score_gemma":0.00010776483,"threshold_uncertainty_score":0.9992148},"labels":[],"label_agreement":null},{"id":"W1514730984","doi":"10.1002/wcc.199","title":"Local people's accounts of climate change: to what extent are they influenced by the media?","year":2012,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Norges Forskningsråd; ArcticNet","keywords":"Climate change; Skepticism; Argument (complex analysis); Livelihood; Indigenous; Value (mathematics); Social media; Sociology; Ethnography; Geography; Environmental ethics; Social science; Political science; Epistemology; Ecology; Agriculture","score_opus":0.32652652871065774,"score_gpt":0.45551066529116135,"score_spread":0.12898413658050362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514730984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6553619,0.22221377,0.0000806291,0.08513257,0.0077267773,0.012125863,0.0013274305,0.00046659666,0.015564459],"genre_scores_gemma":[0.50633293,0.48893073,0.000029210827,0.0022767868,0.0007786665,0.0014474576,0.00014836607,0.000036474932,0.000019346699],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958244,0.0010269568,0.000932265,0.00041948154,0.0006319361,0.0011649863],"domain_scores_gemma":[0.99712414,0.0003213322,0.0007445786,0.0011507666,0.00021263781,0.00044655797],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003815397,0.0004186777,0.00080018706,0.00016788291,0.0011266919,0.00020361358,0.001327333,0.00022126253,0.0013859244],"category_scores_gemma":[0.00016153764,0.00029782165,0.00033207872,0.00067376083,0.00037751946,0.0022229657,0.0020320115,0.0003389564,0.0012890681],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009745278,0.00035706052,0.013521978,0.00040740758,0.000015570087,8.886097e-7,0.5930165,3.3166612e-7,0.00017596188,0.00066247844,0.0045076176,0.38723674],"study_design_scores_gemma":[0.000687583,0.0002601201,0.089677736,0.010880696,0.00022229191,0.000018861007,0.49938586,0.00006588991,0.000045976267,0.00033871675,0.3971533,0.0012629902],"about_ca_topic_score_codex":0.00039633416,"about_ca_topic_score_gemma":0.014300892,"teacher_disagreement_score":0.39264566,"about_ca_system_score_codex":0.00033771252,"about_ca_system_score_gemma":0.00001468912,"threshold_uncertainty_score":0.99994737},"labels":[],"label_agreement":null},{"id":"W1517283829","doi":"10.5539/jsd.v8n3p89","title":"Does Iran Scientific Development Support Its Sustainable Development?","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainable development; Sustainability; Subject (documents); Scientific development; Development (topology); Regional science; Political science; Geography; Computer science; Mathematics; Library science; Ecology; Biology","score_opus":0.2655070846428173,"score_gpt":0.3914701212328961,"score_spread":0.1259630365900788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517283829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94699794,0.0005972294,0.0005369466,0.003897617,0.0017121074,0.0010242491,0.0000011050876,0.00012694704,0.045105863],"genre_scores_gemma":[0.7287081,0.0002733392,0.011427596,0.00027928792,0.0002897531,0.000064505024,0.000047876718,0.00004368193,0.25886583],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949301,0.00031779052,0.0013347287,0.00033735586,0.0017863993,0.0012936377],"domain_scores_gemma":[0.993445,0.00009285537,0.0007635435,0.00032244856,0.0045412695,0.0008348996],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009997624,0.00030255236,0.00043854685,0.00094266667,0.0027469224,0.00084863463,0.0011068775,0.00019185105,0.0011251613],"category_scores_gemma":[0.00091849733,0.00022824752,0.000094376795,0.0012237498,0.00026337814,0.0014970639,0.00047058598,0.00037108574,0.00026450524],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00024729726,0.00078760716,0.008174359,0.0004374503,0.00017788223,0.00079685944,0.9120763,0.000040063947,0.00015399636,0.009989905,0.03319894,0.033919334],"study_design_scores_gemma":[0.00058020145,0.00003121881,0.004097067,0.000049138987,0.000009951876,0.000010099308,0.3348364,0.0000015000546,0.000983879,0.000280634,0.65884924,0.00027066545],"about_ca_topic_score_codex":0.0000635432,"about_ca_topic_score_gemma":0.00048522674,"teacher_disagreement_score":0.6256503,"about_ca_system_score_codex":0.004468676,"about_ca_system_score_gemma":0.014131138,"threshold_uncertainty_score":0.9997879},"labels":[],"label_agreement":null},{"id":"W1517559692","doi":"10.1080/1523908x.2015.1053107","title":"Framing Climate Change for Public Deliberation: What Role for Interpretive Social Sciences and Humanities?","year":2015,"lang":"en","type":"article","venue":"Journal of Environmental Policy & Planning","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Deliberation; Framing (construction); Political science; Climate change; Scrutiny; Normative; Sociology; Value pluralism; Deliberative democracy; Public engagement; Pluralism (philosophy); Climate governance; Politics; Environmental ethics; Epistemology; Social science; Public relations; Democracy; Geography; Law; Ecology","score_opus":0.5720483522847251,"score_gpt":0.47646450643757293,"score_spread":0.09558384584715213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517559692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689036,0.0051864823,0.00071679446,0.018339232,0.00047273716,0.0006307391,0.000105801344,0.00002292883,0.0056216763],"genre_scores_gemma":[0.9938573,0.0023468463,0.00069617317,0.0014129196,0.0016066013,0.000026026493,0.000011559398,0.000008730073,0.000033826673],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991785,0.00008929546,0.00021582676,0.00008350596,0.00020799463,0.00022483851],"domain_scores_gemma":[0.9994043,0.0001786175,0.00026696647,0.00003747766,0.000033555338,0.00007907707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010914287,0.000073350646,0.00012401778,0.00014793954,0.0010305196,0.00040371108,0.0001690045,0.000060623748,0.000025843497],"category_scores_gemma":[0.00014505834,0.00007182569,0.000059557176,0.00005873705,0.00032999925,0.001607862,0.00006241391,0.00008068297,0.0000014446421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001903637,0.0001343877,0.0061891344,0.00003962658,0.00003866725,0.0000010597039,0.81709385,0.000011867014,0.0018070391,0.018545669,0.0009532476,0.1549951],"study_design_scores_gemma":[0.0009568077,0.0006418886,0.008547597,0.00023327375,0.0000369746,0.000016141797,0.83152795,0.00056540244,0.00003844711,0.0068221907,0.1503608,0.00025254677],"about_ca_topic_score_codex":0.000043069707,"about_ca_topic_score_gemma":0.00009456868,"teacher_disagreement_score":0.15474255,"about_ca_system_score_codex":0.00024908417,"about_ca_system_score_gemma":0.00005464546,"threshold_uncertainty_score":0.79260284},"labels":[],"label_agreement":null},{"id":"W1517645249","doi":"10.1111/conl.12109","title":"Communicating About Invasive Species: How “Driver” and “Passenger” Models Influence Public Willingness to Take Action","year":2014,"lang":"en","type":"article","venue":"Conservation Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Framing (construction); Perception; Risk perception; Action (physics); Affect (linguistics); Willingness to pay; Willingness to accept; Moral responsibility; Business; Psychology; Political science; Geography; Economics","score_opus":0.48714581587812406,"score_gpt":0.39154459049337614,"score_spread":0.09560122538474791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517645249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81949383,0.000020467798,0.00659701,0.17144,0.00010366755,0.00025293714,0.000004637687,0.00010918216,0.0019782607],"genre_scores_gemma":[0.9745237,0.0012267675,0.0015283371,0.022314446,0.00012263311,0.000053474625,0.000046821395,0.0000125102615,0.00017127214],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985936,0.0005023337,0.0001941208,0.00021559339,0.00026007963,0.00023426044],"domain_scores_gemma":[0.9982911,0.0006406871,0.00017694934,0.00046305137,0.0002810775,0.00014714793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008218287,0.000116354786,0.00013979654,0.000110133326,0.0009895085,0.00042294656,0.00041085103,0.00008578794,0.000061659666],"category_scores_gemma":[0.0007013196,0.00013336723,0.00003257754,0.00037171412,0.0003122319,0.0010713681,0.000121617806,0.00016474219,0.000024925894],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005178036,0.00012905138,0.2544234,0.00019393522,0.000059894875,8.404979e-7,0.3404081,0.0015229596,0.25229076,0.0775355,0.020616451,0.052767355],"study_design_scores_gemma":[0.00070759136,0.000042746757,0.39853835,0.00027299213,0.000026927344,0.0000023045523,0.037071623,0.011221954,0.00024758067,0.00094878225,0.5502093,0.00070988515],"about_ca_topic_score_codex":0.0016685941,"about_ca_topic_score_gemma":0.013225519,"teacher_disagreement_score":0.5295928,"about_ca_system_score_codex":0.00014654403,"about_ca_system_score_gemma":0.00004761394,"threshold_uncertainty_score":0.7610599},"labels":[],"label_agreement":null},{"id":"W1523163279","doi":"10.1109/ipcc.2015.7235785","title":"Charting a course for effective scientific communication: Balancing accuracy and promotion around the Virgin Galactic crash","year":2015,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Crash; Promotion (chess); Computer science; Public relations; Aeronautics; Political science; Engineering; Law; Politics","score_opus":0.4174732119044461,"score_gpt":0.4796213790199055,"score_spread":0.062148167115459396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523163279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9263772,0.0005313359,0.0012351981,0.04301201,0.0003957028,0.0022248968,0.0000062926556,0.00016589074,0.026051465],"genre_scores_gemma":[0.9980091,0.00020040892,0.00036435702,0.00015863881,0.00012112494,0.00020740305,0.000028805214,0.0000066246084,0.0009035737],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988645,0.0004912283,0.00013671967,0.0001420465,0.00019697972,0.00016856537],"domain_scores_gemma":[0.998215,0.00090998225,0.00012219833,0.0003690744,0.00029762523,0.00008608564],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040031536,0.00006476512,0.00007970505,0.00003273176,0.0018527836,0.00050735404,0.00026231224,0.000047009275,0.000075362455],"category_scores_gemma":[0.0011990059,0.000049607967,0.000028344864,0.00021866121,0.00040002735,0.000444471,0.00008705973,0.000099343924,0.000030015357],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093147566,0.00056075456,0.05258801,0.0001055826,0.00005433474,3.2583037e-7,0.5699894,0.000021646641,0.00360089,0.067973614,0.016221523,0.2887908],"study_design_scores_gemma":[0.0026438185,0.0002680881,0.09354012,0.00029798155,0.0001575255,0.000010521254,0.44467723,0.028339572,0.0003319066,0.026725734,0.4023194,0.0006881067],"about_ca_topic_score_codex":0.00040278924,"about_ca_topic_score_gemma":0.0056106457,"teacher_disagreement_score":0.38609788,"about_ca_system_score_codex":0.0001240362,"about_ca_system_score_gemma":0.00008901551,"threshold_uncertainty_score":0.9994467},"labels":[],"label_agreement":null},{"id":"W1529203432","doi":"","title":"Environment and Energy Policy: Comparing Reports from US and Canadian Television News","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Political science; Granger causality; Energy (signal processing); News media; Geography; Meteorology; Econometrics; Economics; Statistics; Law; Mathematics","score_opus":0.08706926273659532,"score_gpt":0.33786626709354795,"score_spread":0.2507970043569526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529203432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96410245,0.005456457,0.00016146692,0.01496008,0.000057480956,0.000044537097,0.0000014166528,0.000015724821,0.015200383],"genre_scores_gemma":[0.8664468,0.13234197,0.0000327805,0.000497734,0.00028457967,5.955846e-7,0.000007890907,0.0000037722923,0.00038390706],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877036,0.00011089881,0.00014593374,0.00011485256,0.00013412233,0.0007238254],"domain_scores_gemma":[0.9995451,0.000019912583,0.000084358275,0.000115737144,0.000012175022,0.00022272894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060028874,0.00006603947,0.00009332916,0.000096877055,0.00064499496,0.00010424555,0.00008398768,0.00005899957,0.00007848894],"category_scores_gemma":[0.000029696808,0.00006539801,0.00002085723,0.00006114017,0.00005925016,0.000121509656,0.000018080038,0.00033036302,0.0000026218468],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012463756,0.000027212162,0.056508433,6.2216327e-7,0.000021075068,0.0000072477774,0.008175658,0.000008810808,0.00043806632,0.067134365,0.00018333919,0.8674827],"study_design_scores_gemma":[0.00040948784,0.00016194234,0.14676568,0.000035003097,0.000027062933,0.00020040736,0.014283785,0.0001680542,0.000007370809,0.32951894,0.50811654,0.00030570934],"about_ca_topic_score_codex":0.5455019,"about_ca_topic_score_gemma":0.8888106,"teacher_disagreement_score":0.867177,"about_ca_system_score_codex":0.0010497492,"about_ca_system_score_gemma":0.0007092217,"threshold_uncertainty_score":0.4960845},"labels":[],"label_agreement":null},{"id":"W1529473737","doi":"10.22230/cjc.2008v33n2a2017","title":"The Framing of Climate Change in Canadian, American, and International Newspapers: A Media Propaganda Model Analysis","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Framing (construction); Newspaper; Climate change; Narrative; Political science; News media; Media studies; News values; Content analysis; Sociology; History; Social science","score_opus":0.30022953667622915,"score_gpt":0.40838553238785535,"score_spread":0.10815599571162621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529473737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95880526,0.0034141587,0.000032327505,0.025594102,0.00010735316,0.00017265319,0.000038025126,0.0000045594606,0.011831584],"genre_scores_gemma":[0.91884696,0.080452815,0.00040950617,0.00021008025,0.000033466928,0.0000061490678,0.00001579618,0.0000047454546,0.000020444233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989524,0.00027788195,0.00033250454,0.000055465956,0.00015596984,0.00022580939],"domain_scores_gemma":[0.99849707,0.00021395867,0.00032841365,0.00028861148,0.0003209613,0.00035096757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012131567,0.00005845225,0.00015673878,0.0005728211,0.0006811838,0.00005307296,0.00064570375,0.00004842416,0.0000544219],"category_scores_gemma":[0.0003769288,0.000052347827,0.000058235233,0.00064797787,0.0006331086,0.00026094913,0.000026067577,0.00019749085,0.0000011488382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021843634,0.000022479926,0.6593996,0.000004197215,0.00008643618,0.000004561908,0.2256527,0.0002732108,0.00001677165,0.008440813,0.00012854545,0.10594885],"study_design_scores_gemma":[0.00043727728,0.00003597683,0.871214,0.00012443872,0.00010816615,0.000016745782,0.03807919,0.025177196,0.0000027542733,0.00088881026,0.06369897,0.0002165204],"about_ca_topic_score_codex":0.8288536,"about_ca_topic_score_gemma":0.9985579,"teacher_disagreement_score":0.21181436,"about_ca_system_score_codex":0.00039076473,"about_ca_system_score_gemma":0.0009331477,"threshold_uncertainty_score":0.52391845},"labels":[],"label_agreement":null},{"id":"W1531322962","doi":"10.22230/cjc.2010v35n2a2342","title":"Report: Health Journalism: Fracturing Concerns and Building Reflective Capacity with a Deliberative Lens","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Concordia University; University of Manitoba","funders":"","keywords":"Journalism; Through-the-lens metering; Lens (geology); Political science; Sociology; Media studies; Optics; Physics","score_opus":0.34010988440030065,"score_gpt":0.44990783077312285,"score_spread":0.1097979463728222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531322962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94472283,0.00090697675,0.0006348186,0.04132277,0.00017147178,0.00017007769,0.000007770962,0.000011693531,0.012051562],"genre_scores_gemma":[0.9898367,0.0026272682,0.0067132367,0.0005919527,0.00016697336,0.0000026317564,0.000005614444,0.00000941502,0.00004621191],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873114,0.00048578493,0.00033486652,0.00007514934,0.00017425898,0.00019883175],"domain_scores_gemma":[0.997749,0.00018091632,0.0006744089,0.00034966576,0.0006079802,0.00043806364],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019713424,0.0000780851,0.00016653028,0.00018372125,0.0014905697,0.0001859968,0.00035461082,0.000078405275,0.00014365744],"category_scores_gemma":[0.00038918827,0.00007207957,0.000033565495,0.00017635572,0.00045710284,0.00056961394,0.000018039182,0.0007654075,0.0000010582651],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089795794,0.000079118014,0.05443361,0.000029971196,0.00016538164,0.000063716456,0.76782626,0.000081547434,0.003435771,0.095985085,0.0038639945,0.07394572],"study_design_scores_gemma":[0.0013698959,0.00035516213,0.117747135,0.0008194825,0.00007275587,0.0016859324,0.055982336,0.00012740961,0.00039277258,0.013535336,0.807323,0.00058879366],"about_ca_topic_score_codex":0.05645345,"about_ca_topic_score_gemma":0.79311764,"teacher_disagreement_score":0.803459,"about_ca_system_score_codex":0.00033948297,"about_ca_system_score_gemma":0.0014148608,"threshold_uncertainty_score":0.9998093},"labels":[],"label_agreement":null},{"id":"W1534481964","doi":"10.1038/521161b","title":"IPCC: calling social scientists of all kinds","year":2015,"lang":"en","type":"letter","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Data science; Computer science","score_opus":0.47827801581376084,"score_gpt":0.5018058428023516,"score_spread":0.023527826988590794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534481964","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013375601,0.00093529274,0.0000027267333,0.8769678,0.0016371651,0.00017786268,0.00014597116,0.00006643793,0.11872921],"genre_scores_gemma":[0.03608857,0.0017239811,0.00030708135,0.9200822,0.016145205,0.000017946051,0.00274775,0.000053781685,0.022833453],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982848,0.0002672223,0.00016949158,0.00019102095,0.0008345904,0.0002528338],"domain_scores_gemma":[0.9990168,0.000075546275,0.00019878279,0.0002510189,0.00041189344,0.00004596523],"candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000807348,0.00011666403,0.0002060487,0.00012457978,0.0003077791,0.000072487856,0.0006858133,0.0050311424,0.0008639147],"category_scores_gemma":[0.00016766663,0.00011781621,0.000116833704,0.00027387266,0.00030023357,0.00007852772,0.00009162631,0.0047563193,0.0000615025],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002206547,0.00000917268,0.000025074112,0.000030226482,0.000008431114,0.000003377528,0.013603925,7.451905e-8,0.000026196269,0.0003942934,0.98388606,0.0020109892],"study_design_scores_gemma":[0.00008747785,0.000005458877,0.000119995864,0.000034817338,0.000019995443,4.6810612e-7,0.0005884015,0.0000028886625,0.000002246515,0.00054898113,0.99846447,0.00012479865],"about_ca_topic_score_codex":0.0004498823,"about_ca_topic_score_gemma":0.0016763369,"teacher_disagreement_score":0.09589576,"about_ca_system_score_codex":0.00021414619,"about_ca_system_score_gemma":0.00020055866,"threshold_uncertainty_score":0.99753976},"labels":[],"label_agreement":null},{"id":"W1539319357","doi":"","title":"Wrestling with Arne Naess: A Chronicle of Ecopsychology’s Origins","year":2007,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Epistemology","score_opus":0.3726398419442778,"score_gpt":0.4727532123583495,"score_spread":0.1001133704140717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1539319357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93458533,0.00010092872,0.00017957824,0.002739091,0.000090450005,0.0001054584,0.0000016253827,0.000034575434,0.06216295],"genre_scores_gemma":[0.99855006,0.00042133752,0.000214352,0.0003320834,0.00011061615,0.0000037657571,0.0000024763863,0.0000058285445,0.00035948848],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994467,0.00008709391,0.00010666532,0.00007110177,0.00012221774,0.00016623971],"domain_scores_gemma":[0.999477,0.00012282071,0.00006268473,0.00026669409,0.000037746493,0.000033023687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088244746,0.00004376354,0.00006540324,0.000030431642,0.00021697365,0.000013816018,0.00024778795,0.000038393664,0.0007940482],"category_scores_gemma":[0.00001759997,0.000028054306,0.000025843567,0.00015108929,0.00029196835,0.000059354792,0.000022179798,0.000085914384,0.00006878856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007478856,0.000521053,0.046644643,0.000052774736,0.00010875732,0.000008012698,0.4532527,0.00002761342,0.014743128,0.11273997,0.0017707372,0.36938274],"study_design_scores_gemma":[0.0017687059,0.00035200134,0.21909072,0.00013080881,0.00005634739,0.000011144927,0.04641555,0.00010999281,0.0012705602,0.002672682,0.72772986,0.0003916156],"about_ca_topic_score_codex":0.000798423,"about_ca_topic_score_gemma":0.013415417,"teacher_disagreement_score":0.7259591,"about_ca_system_score_codex":0.000063424246,"about_ca_system_score_gemma":0.000026762194,"threshold_uncertainty_score":0.8694271},"labels":[],"label_agreement":null},{"id":"W1540061905","doi":"10.1108/20408021111162100","title":"Science and technology development and the depoliticization of the public space","year":2011,"lang":"en","type":"article","venue":"Sustainability Accounting Management and Policy Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Government (linguistics); Sustainability; Originality; Context (archaeology); Marketization; Public policy; Political science; Corporate governance; Sustainability science; Public relations; Sociology; Public administration; Social sustainability; Social science; Qualitative research; Management; Economics; Ecology; Geography","score_opus":0.14041612329912478,"score_gpt":0.3781275338266269,"score_spread":0.2377114105275021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540061905","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92035,0.00019528209,0.000060714854,0.05376394,0.000042168962,0.00031957868,1.967141e-7,0.000013792066,0.025254332],"genre_scores_gemma":[0.9981444,0.001164602,0.00022456901,0.0001795845,0.000036445068,0.0000057719,9.4581466e-8,0.0000022967115,0.00024222267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99914813,0.00014175767,0.00016047085,0.00009208226,0.00024055652,0.00021701782],"domain_scores_gemma":[0.99906546,0.000063245854,0.00014430893,0.00015555948,0.00052795233,0.000043492524],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0038396022,0.000051365787,0.000067778856,0.0003116024,0.00204569,0.00020904855,0.0002984124,0.000031830732,0.000011819847],"category_scores_gemma":[0.0016900098,0.000032146076,0.0000106512525,0.00095614966,0.0029080997,0.0002836047,0.00042444776,0.000109909226,1.78599e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005446188,0.000012626593,0.0639714,0.000039658655,0.0000051295415,1.1743964e-7,0.02906961,4.3133742e-8,0.0000022025201,0.86542827,0.000014770827,0.041450735],"study_design_scores_gemma":[0.0007048676,0.000016744192,0.37942904,0.000041665902,0.00003179271,0.000015488395,0.2447412,0.00006456794,0.000030481646,0.28457782,0.09021401,0.00013232109],"about_ca_topic_score_codex":0.00036934883,"about_ca_topic_score_gemma":0.00040958603,"teacher_disagreement_score":0.5808504,"about_ca_system_score_codex":0.00017954681,"about_ca_system_score_gemma":0.0003736068,"threshold_uncertainty_score":0.9998054},"labels":[],"label_agreement":null},{"id":"W1541583664","doi":"10.22230/cjc.2014v39n4a2751","title":"Reflecting on the <i>Science</i> in Science Communication","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Science communication; Negotiation; Sociology; Open science; Epistemology; Scientific communication; Citizen science; Science education; Social science; Computer science; Biology; Pedagogy; Philosophy; Mathematics","score_opus":0.5051270976302179,"score_gpt":0.48229314448882976,"score_spread":0.02283395314138814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541583664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60524106,0.000327636,0.000031703326,0.050178666,0.0001930405,0.00017396477,8.4474266e-7,0.000010898464,0.34384218],"genre_scores_gemma":[0.9971455,0.0013961823,0.00040534587,0.00093321945,0.00004400662,0.0000047000563,0.0000016970143,0.0000057472316,0.0000636121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979635,0.00088254624,0.0003396994,0.00008535215,0.0004370717,0.00029183365],"domain_scores_gemma":[0.99695534,0.00068357796,0.00033307463,0.0010748078,0.0006846506,0.00026857495],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014324181,0.00006451749,0.00010167664,0.0005828874,0.003259655,0.00034188267,0.0030969898,0.000046427427,0.00014410185],"category_scores_gemma":[0.0036182445,0.00005414616,0.000035418037,0.0016918436,0.0026764807,0.0006552553,0.00006890066,0.00046450662,0.00002198377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001932747,0.0000667334,0.009504013,0.000004170778,0.0000039616166,4.968677e-7,0.15708229,0.000246333,0.002858833,0.7305048,0.0015890748,0.09811994],"study_design_scores_gemma":[0.0009752736,0.00022428906,0.13167524,0.0010146921,0.000023852765,0.000023446635,0.110949375,0.0022701737,0.0010573053,0.056444805,0.6947711,0.00057042914],"about_ca_topic_score_codex":0.0156123005,"about_ca_topic_score_gemma":0.25977755,"teacher_disagreement_score":0.69318205,"about_ca_system_score_codex":0.0009077734,"about_ca_system_score_gemma":0.00194103,"threshold_uncertainty_score":0.998038},"labels":[],"label_agreement":null},{"id":"W1550092626","doi":"10.1007/978-90-481-9609-8_14","title":"Changing Minds About Climate Change: Belief Revision, Coherence, and Emotion","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Waterloo","funders":"","keywords":"Coherence (philosophical gambling strategy); Irrational number; Belief revision; Climate change; Global warming; Bayesian probability; Psychology; Politics; Cognitive psychology; Positive economics; Computer science; Epistemology; Political science; Artificial intelligence; Economics; Mathematics; Statistics; Ecology; Law; Philosophy","score_opus":0.2870866110229481,"score_gpt":0.4071224722467247,"score_spread":0.12003586122377663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550092626","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000574385,0.0011035664,0.000021940323,0.0027144342,0.0005567003,0.00069453666,0.00005228395,0.00017832738,0.99410385],"genre_scores_gemma":[0.011178344,0.24969211,0.0008092421,0.0019216996,0.0026378236,0.00005833305,0.00055731577,0.00009214663,0.73305297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985431,0.000065427055,0.00030189755,0.00035051783,0.00036346464,0.00037559823],"domain_scores_gemma":[0.9988155,0.0000902239,0.0002564557,0.00045430617,0.00020727444,0.00017623637],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010450804,0.0002505385,0.00029786167,0.0003065315,0.001130966,0.00018673546,0.00030178027,0.0007070396,0.013116806],"category_scores_gemma":[0.00004815826,0.00024719117,0.00009439471,0.00008270063,0.0003690579,0.00022790393,0.00024327508,0.00048736398,0.0004968358],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009945493,0.000020347341,0.00010441297,0.00011647587,0.0000121997,0.0000018603221,0.039091934,1.039418e-8,0.000070168,0.33107737,0.00088827667,0.62860703],"study_design_scores_gemma":[0.00013887689,0.000029079894,0.00037234693,0.00057261286,0.000036789363,0.0000025047063,0.002239776,0.0000096016765,0.0000038110397,0.0034672404,0.99276656,0.00036082434],"about_ca_topic_score_codex":0.00020718099,"about_ca_topic_score_gemma":0.0038000336,"teacher_disagreement_score":0.9918783,"about_ca_system_score_codex":0.00007247264,"about_ca_system_score_gemma":0.000031739666,"threshold_uncertainty_score":0.99999803},"labels":[],"label_agreement":null},{"id":"W1556727266","doi":"10.22230/src.2014v5n1a156","title":"Guest Editorial: Science Communication","year":2014,"lang":"en","type":"editorial","venue":"Scholarly and Research Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; World Wide Web; Internet privacy","score_opus":0.4298308267879426,"score_gpt":0.5564756627427395,"score_spread":0.12664483595479692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556727266","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00029151607,0.006159705,0.0000077182185,0.009127406,0.8856713,0.0009052866,0.00005135043,0.00023451436,0.09755117],"genre_scores_gemma":[0.0086947605,0.20855549,0.00035798716,0.000044370856,0.7790358,0.00018797192,0.00096715585,0.000047182242,0.0021092428],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98442656,0.008189769,0.0005761956,0.00063515786,0.005332994,0.00083931064],"domain_scores_gemma":[0.97869873,0.0062654666,0.00036104646,0.0041137994,0.010091335,0.00046961583],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.056883574,0.00026640878,0.00037436048,0.00095459895,0.012045569,0.005718455,0.00590926,0.0015380506,0.000121705474],"category_scores_gemma":[0.035853688,0.00028226431,0.000082818486,0.0017260185,0.0074229315,0.0036323718,0.00262979,0.0063108206,0.00032982894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002540402,0.00007101588,0.000028445584,0.00004176998,0.000008653212,8.817351e-8,0.010092638,1.1535239e-7,0.000098574215,0.0067613595,0.97801507,0.004856888],"study_design_scores_gemma":[0.00031768793,0.00005833177,0.00011673963,0.00040665214,0.000016815866,2.1742554e-7,0.0043986714,0.000011145426,0.000009100665,0.004907671,0.98946375,0.0002932018],"about_ca_topic_score_codex":0.009311466,"about_ca_topic_score_gemma":0.012364305,"teacher_disagreement_score":0.20239578,"about_ca_system_score_codex":0.0010501397,"about_ca_system_score_gemma":0.0020094868,"threshold_uncertainty_score":0.9999629},"labels":[],"label_agreement":null},{"id":"W1565387988","doi":"10.1002/tie.21581","title":"Avoiding a Global Carbon Crisis: Learning from the Financial Crisis","year":2013,"lang":"en","type":"article","venue":"Thunderbird International Business Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Financial crisis; Incentive; Greenhouse gas; Corporate governance; Subsidy; Economics; Business; Sustainability; Carbon finance; Low-carbon economy; Financial system; Finance; Market economy; Macroeconomics","score_opus":0.28412763734757523,"score_gpt":0.4201318806616292,"score_spread":0.13600424331405397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565387988","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03089934,0.077205494,0.0020290301,0.5824599,0.0024262979,0.0013905446,0.000024336638,0.00044263192,0.30312237],"genre_scores_gemma":[0.7735611,0.21799715,0.0000622761,0.0075223255,0.0005659395,0.00010082019,0.00007321623,0.0000096495705,0.00010753614],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815875,0.00065024244,0.00031209333,0.00020937815,0.00047087588,0.0001986468],"domain_scores_gemma":[0.998693,0.00023422414,0.00018447208,0.00024591587,0.0005814336,0.000060958173],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007735987,0.00012910196,0.00019270276,0.000023676801,0.00072071835,0.00022857609,0.00076668605,0.00007197928,0.0046690796],"category_scores_gemma":[0.0014948596,0.00010155911,0.000095889205,0.0004765007,0.000087634406,0.00031930846,0.00016197095,0.00027711256,0.00053879176],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004824837,0.00041080537,0.02186528,0.0006826653,0.00024493635,0.0000097620605,0.033019327,0.000117083815,0.00017647089,0.06568325,0.20968683,0.66805536],"study_design_scores_gemma":[0.0004970211,0.000015719945,0.2697573,0.003916766,0.00016442167,0.000010414037,0.027723743,0.0007680459,0.0000027942594,0.025212288,0.67124176,0.0006897326],"about_ca_topic_score_codex":0.038633447,"about_ca_topic_score_gemma":0.0047724056,"teacher_disagreement_score":0.7426618,"about_ca_system_score_codex":0.00027966461,"about_ca_system_score_gemma":0.000091277565,"threshold_uncertainty_score":0.9962408},"labels":[],"label_agreement":null},{"id":"W1574933758","doi":"10.1002/2014eo240006","title":"Communicating Climate Science: A Historic Look to the Future","year":2014,"lang":"en","type":"article","venue":"Eos","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Theme (computing); Multidisciplinary approach; Journalism; Atmosphere (unit); Science communication; Media studies; Sociology; Public relations; Social science; Science education; Political science; Pedagogy; Geography; Meteorology; Computer science","score_opus":0.25234584398844595,"score_gpt":0.44162894475064063,"score_spread":0.18928310076219468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574933758","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11703079,0.0005605988,0.0001769725,0.16727075,0.0016399319,0.0004925354,0.000005292926,0.0002249523,0.7125982],"genre_scores_gemma":[0.9913821,0.0024470603,0.0007310708,0.0036284055,0.0010763428,0.000033701497,0.0000047573717,0.0000068623676,0.00068967586],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898696,0.00027093824,0.00010563892,0.00011207195,0.00028385673,0.00024051312],"domain_scores_gemma":[0.99894917,0.00011393322,0.000038556685,0.00070505537,0.000097566946,0.00009570714],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026825157,0.00004972258,0.000059561124,0.000053693075,0.0025900865,0.00011776892,0.0011143222,0.00003455733,0.0003095366],"category_scores_gemma":[0.00021365605,0.00003747928,0.000027938486,0.00053207646,0.00030276203,0.000114808274,0.00024628936,0.00012610643,0.0004912812],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000786404,0.000055981134,0.002975095,0.000009031931,0.0000024426215,9.560946e-8,0.27001798,0.000008114648,0.001230336,0.109450996,0.029739242,0.58650285],"study_design_scores_gemma":[0.00003333337,0.000010335248,0.003987712,0.000008686474,0.000002217386,2.375269e-7,0.011835596,0.00015095425,0.00000527862,0.000111541194,0.9837957,0.0000583986],"about_ca_topic_score_codex":0.00041837452,"about_ca_topic_score_gemma":0.007385931,"teacher_disagreement_score":0.95405644,"about_ca_system_score_codex":0.0001942655,"about_ca_system_score_gemma":0.00004923813,"threshold_uncertainty_score":0.9987084},"labels":[],"label_agreement":null},{"id":"W1577791431","doi":"10.1007/s10961-006-9023-x","title":"Bringing science to life: an overview of countries outside of North America","year":2006,"lang":"en","type":"article","venue":"The Journal of Technology Transfer","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Ministero dello Sviluppo Economico; University of Toronto; Connaught Fund; Canadian Institutes of Health Research; Ontario Genomics; Ontario Genomics Institute; Rotman School of Management, University of Toronto; Andrew W. Mellon Foundation","keywords":"Commercial law; Political science; Geography; Law","score_opus":0.23928922862203045,"score_gpt":0.4239161222189027,"score_spread":0.18462689359687223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577791431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885427,0.00090281235,0.0007693303,0.008735694,0.00005012261,0.0000701237,0.0000054507004,0.000016169484,0.0009076009],"genre_scores_gemma":[0.99295783,0.006529901,0.00030203655,0.0001625033,0.000028246954,6.799547e-7,3.2665577e-7,0.0000032896025,0.0000151830545],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991667,0.00007392297,0.00029916933,0.000045935354,0.000280987,0.00013328383],"domain_scores_gemma":[0.9992715,0.00005766626,0.00010245599,0.0002119795,0.00031736033,0.0000390056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095643796,0.000046494974,0.00016147282,0.00029088065,0.00021632818,0.0000090428985,0.000786856,0.00003880147,0.000106228326],"category_scores_gemma":[0.000076498916,0.000034097062,0.000039647628,0.00077887933,0.001283668,0.00015667637,0.000028992772,0.0001286262,0.0000037691416],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060970796,0.0010628816,0.23097795,0.00024000634,0.0001241323,0.0000058737583,0.19524892,0.0020912401,0.15986961,0.11872076,0.0010347967,0.29001412],"study_design_scores_gemma":[0.0015612786,0.0018207951,0.68041724,0.00075673417,0.00037276463,0.00005534665,0.080870196,0.00017135659,0.03257979,0.009874116,0.19087772,0.0006426785],"about_ca_topic_score_codex":0.0007108883,"about_ca_topic_score_gemma":0.0034765592,"teacher_disagreement_score":0.4494393,"about_ca_system_score_codex":0.00003651576,"about_ca_system_score_gemma":0.00013316805,"threshold_uncertainty_score":0.4729728},"labels":[],"label_agreement":null},{"id":"W1586110149","doi":"10.29173/cjs9733","title":"Comparing Climate Change Coverage in Canadian English and French-Language Print Media: Environmental Values, Media Cultures, and the Narration of Global Warming","year":2012,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Journalism; Narrative; Public sphere; Divergence (linguistics); Sociology; Climate change; Politics; Media studies; Promotion (chess); Convergence (economics); Social science; Global warming; Political science; Linguistics; Law; Economic growth; Economics","score_opus":0.1429147685228052,"score_gpt":0.3500867275197134,"score_spread":0.2071719589969082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1586110149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98766506,0.0061311456,6.210786e-7,0.004274486,0.0003400949,0.0001303647,0.000039171613,0.0000017220588,0.0014173469],"genre_scores_gemma":[0.9951849,0.0040069344,0.000013020212,0.00036523794,0.00040838248,0.0000036006354,0.000012774152,0.0000031908953,0.0000019365643],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998741,0.00059016194,0.00020605263,0.000050122944,0.00009805946,0.00031463595],"domain_scores_gemma":[0.99918246,0.00021512438,0.00016334496,0.000083706975,0.00002756489,0.00032780724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022725044,0.00006409269,0.00016462008,0.00005194282,0.0005159191,0.00002519652,0.00019252335,0.00010794117,0.00009545939],"category_scores_gemma":[0.00029352563,0.000043927557,0.000027963886,0.000054197946,0.0012147457,0.0001442843,0.000026293388,0.00023226619,0.0000010717104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005460602,0.000003210903,0.35573173,0.000002580604,0.0000062751615,0.000001453536,0.6359948,0.0000010958795,0.000008092428,0.0067313435,0.000035588095,0.0014783695],"study_design_scores_gemma":[0.00051188556,0.000010751113,0.85270554,0.00002693351,0.000019806166,0.00001569715,0.14301857,0.000025534495,0.0000011490306,0.0013308213,0.002268806,0.00006450178],"about_ca_topic_score_codex":0.6627182,"about_ca_topic_score_gemma":0.9918989,"teacher_disagreement_score":0.4969738,"about_ca_system_score_codex":0.0005386922,"about_ca_system_score_gemma":0.00019781024,"threshold_uncertainty_score":0.4475781},"labels":[],"label_agreement":null},{"id":"W1589291215","doi":"10.31269/triplec.v13i1.654","title":"Media and the Geographies of Climate Justice: Indigenous Peoples, Nature and the Geopolitics of Climate Change","year":2015,"lang":"en","type":"article","venue":"tripleC Communication Capitalism & Critique Open Access Journal for a Global Sustainable Information Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Climate justice; Framing (construction); Indigenous; Climate change; Geopolitics; Environmental justice; Politics; Mediation; Environmental ethics; Sociology; Economic Justice; Global warming; Political science; Social science; Geography; Law; Ecology","score_opus":0.14531240404805243,"score_gpt":0.4713247537265757,"score_spread":0.3260123496785232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589291215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68112713,0.08040348,0.0012060929,0.11395659,0.0012393687,0.019444399,0.001885117,0.00018322772,0.10055461],"genre_scores_gemma":[0.6356566,0.36173934,0.00045259498,0.0016540749,0.00006413496,0.00024178266,0.00015696252,0.000007533676,0.000027011545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99712014,0.0009666878,0.0008806737,0.00009760099,0.0004904138,0.00044447667],"domain_scores_gemma":[0.99389416,0.0013858106,0.0011374409,0.0005444956,0.0028667136,0.00017137811],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009320389,0.00017076176,0.00042769263,0.0000843908,0.0028758766,0.0019188011,0.0022864814,0.0002470981,0.000020172278],"category_scores_gemma":[0.002089739,0.00011952783,0.00019288965,0.0006677682,0.0020921614,0.0055854586,0.0016941004,0.00044377492,5.245151e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036997063,0.000027984326,0.0005197459,0.0002845872,0.00002882933,7.5248025e-8,0.24513172,0.0000038571534,3.434889e-8,0.74946624,0.0010129408,0.003154012],"study_design_scores_gemma":[0.006037559,0.000039508323,0.003004623,0.00012256837,0.00022454416,0.00002225299,0.78200334,0.00043038843,0.0000016307614,0.17048672,0.03744672,0.00018015013],"about_ca_topic_score_codex":0.008888807,"about_ca_topic_score_gemma":0.0025352403,"teacher_disagreement_score":0.57897955,"about_ca_system_score_codex":0.00023801683,"about_ca_system_score_gemma":0.00038936615,"threshold_uncertainty_score":0.9991173},"labels":[],"label_agreement":null},{"id":"W1592851954","doi":"10.1111/j.1755-618x.2012.01294.x","title":"The Tragedy of the Atmospheric Commons: Discounting Future Costs and Risks in Pursuit of Immediate Fossil‐Fuel Benefits","year":2012,"lang":"fr","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Tragedy of the commons; Political science; Commons; Economics; Welfare economics; Philosophy; Law","score_opus":0.2671609068070391,"score_gpt":0.37916329044929603,"score_spread":0.11200238364225695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592851954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5425654,0.42101565,1.8074407e-7,0.03394242,0.00089962664,0.00045803277,0.00025813386,0.000003502046,0.0008570713],"genre_scores_gemma":[0.6016055,0.39724523,0.000029312077,0.0007548412,0.0002281541,0.000044039527,0.000021017207,0.00001210736,0.00005983099],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954531,0.002117671,0.00085613213,0.00023133404,0.00010194225,0.0012397795],"domain_scores_gemma":[0.99630475,0.0014713177,0.0008903913,0.00062641845,0.00022937266,0.00047774738],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0063238423,0.00025442877,0.0007710645,0.000032557164,0.0006078039,0.000011071471,0.0012094493,0.000609403,0.00015606523],"category_scores_gemma":[0.0018646946,0.00019496476,0.00027633726,0.0005149422,0.00524147,0.00014302944,0.00014357959,0.00077321526,0.0000038321423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006423651,0.000047313966,0.6943968,0.0035265933,0.00008753431,0.0000014218526,0.10559686,0.0000050143058,0.0000396654,0.062060054,0.0017185134,0.13251384],"study_design_scores_gemma":[0.0002013675,0.000046445442,0.85638255,0.0034854887,0.00013833011,0.0000065951276,0.09921086,0.000020357473,0.0000011925309,0.0018233925,0.03847051,0.0002129046],"about_ca_topic_score_codex":0.19927989,"about_ca_topic_score_gemma":0.886149,"teacher_disagreement_score":0.68686914,"about_ca_system_score_codex":0.0017841189,"about_ca_system_score_gemma":0.000941222,"threshold_uncertainty_score":0.99746567},"labels":[],"label_agreement":null},{"id":"W1598185266","doi":"10.1002/wcc.267","title":"Climates of ontological change: past wisdom in current binds?","year":2014,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Humility; Climate change; Environmental ethics; Humanity; Embeddedness; Relation (database); Sociology; Epistemology; Political science; Social science; Ecology; Law; Philosophy; Computer science","score_opus":0.6072827041079689,"score_gpt":0.5154470158047112,"score_spread":0.09183568830325772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598185266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6853477,0.13440461,0.00010574602,0.042746052,0.0059973216,0.010431423,0.0004804006,0.0006723174,0.11981446],"genre_scores_gemma":[0.5759504,0.42098138,0.00014248138,0.0003906085,0.001163239,0.0010793963,0.00023953403,0.00002922995,0.00002373985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961846,0.0013143774,0.0010091143,0.00046011433,0.0003315125,0.0007002969],"domain_scores_gemma":[0.99819267,0.0002539572,0.000546263,0.0006972236,0.00011205825,0.00019782152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003165704,0.00031683524,0.0008588641,0.00030280117,0.0004184065,0.000054776676,0.00079319964,0.00020615337,0.0015057398],"category_scores_gemma":[0.00016714357,0.0002690818,0.00029011548,0.00065702136,0.00048734446,0.00051753747,0.0010012449,0.00036401922,0.00049624156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010239413,0.00074582046,0.071094796,0.0010052338,0.000007048057,0.0000027511273,0.13845956,1.8250131e-7,0.0001433039,0.0070533175,0.0018466235,0.779539],"study_design_scores_gemma":[0.00124338,0.0005579537,0.09733339,0.008953973,0.00007848307,0.000008027051,0.019224506,0.00046715728,0.000012342284,0.0024860096,0.8686205,0.0010142773],"about_ca_topic_score_codex":0.00017776532,"about_ca_topic_score_gemma":0.0064021675,"teacher_disagreement_score":0.8667739,"about_ca_system_score_codex":0.00020087941,"about_ca_system_score_gemma":0.000011742389,"threshold_uncertainty_score":0.99997616},"labels":[],"label_agreement":null},{"id":"W160795982","doi":"10.1007/978-3-319-07860-1_10","title":"Climate Shock: UC-Berkeley Scientist, Dr. John Harte, Puts the World on Notice","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foundation of Stars","funders":"","keywords":"Notice; Humanity; Climate change; Environmental ethics; Global warming; Population; Ecology; Political science; Sociology; Law; Biology; Philosophy","score_opus":0.3003834993887942,"score_gpt":0.41348942891636886,"score_spread":0.11310592952757464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W160795982","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020846985,0.00013175663,0.00002998061,0.02469195,0.0014578056,0.00048555623,0.00005208482,0.00020205908,0.972928],"genre_scores_gemma":[0.0029277974,0.003343196,0.000068610454,0.004713983,0.0010048207,0.000021278214,0.00016141195,0.00004707526,0.98771185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976912,0.00021985554,0.00037384653,0.00044035073,0.0008030928,0.0004716534],"domain_scores_gemma":[0.99761033,0.00061251275,0.00028022547,0.0011013544,0.00021665187,0.00017891773],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018754624,0.00029862576,0.00030943315,0.00023167161,0.0019443939,0.00046589543,0.0011551249,0.00028307876,0.029089728],"category_scores_gemma":[0.000076133816,0.00022349994,0.00021933467,0.00013256146,0.00071670825,0.00011314833,0.00027124427,0.00055626937,0.008928198],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012376618,0.000019200274,0.000018960414,0.000019807578,0.00001220925,9.559062e-7,0.0020239274,0.000001265397,0.00000488111,0.8119333,0.16375028,0.022202866],"study_design_scores_gemma":[0.00011331064,0.000023621038,0.00018785018,0.00018623778,0.000040117906,5.208304e-7,0.00034099875,0.000045217002,0.0000020041973,0.0026655192,0.99609834,0.0002962403],"about_ca_topic_score_codex":0.0004538281,"about_ca_topic_score_gemma":0.08924613,"teacher_disagreement_score":0.8323481,"about_ca_system_score_codex":0.0002275204,"about_ca_system_score_gemma":0.00007750133,"threshold_uncertainty_score":0.99935496},"labels":[],"label_agreement":null},{"id":"W1614637952","doi":"","title":"Social Media Discourse and Genetically Modified Organisms","year":2015,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social media; CONTEST; Sentiment analysis; Genetically modified organism; Sociology; Data science; Biology; Computer science; World Wide Web; Political science; Genetics; Artificial intelligence","score_opus":0.4714319019385331,"score_gpt":0.4557003300242491,"score_spread":0.015731571914284037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1614637952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92352176,0.0004985181,0.00019308511,0.041159634,0.0013889113,0.0003748642,0.00007891778,0.00033799087,0.032446302],"genre_scores_gemma":[0.99313176,0.0021028304,0.0004977811,0.0006631919,0.0033042303,0.000029051142,0.00010064898,0.000027785545,0.00014274944],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980634,0.00035419627,0.00022983782,0.00024722744,0.00068429153,0.00042107678],"domain_scores_gemma":[0.99877775,0.0004039858,0.00010503105,0.00013882722,0.00023611113,0.00033827333],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001080504,0.00015625532,0.00024271129,0.000022866372,0.0013238515,0.00013607056,0.0003326171,0.0003844703,0.00031552458],"category_scores_gemma":[0.00071131095,0.00016294926,0.00015223245,0.00029675654,0.0014929684,0.0001665348,0.00016192479,0.00028819664,0.00006835506],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009671209,0.00005356052,0.00013224121,0.000005725002,0.000015601652,4.7242682e-7,0.9395412,9.71926e-8,0.0002036913,0.023165513,0.02019303,0.016679177],"study_design_scores_gemma":[0.0011628021,0.000016818256,0.0047117574,0.000008772975,0.000071515526,5.938504e-7,0.9333622,0.000059852307,0.000017006063,0.029028425,0.031146413,0.0004138362],"about_ca_topic_score_codex":0.00010073755,"about_ca_topic_score_gemma":0.01029442,"teacher_disagreement_score":0.069609955,"about_ca_system_score_codex":0.00025510442,"about_ca_system_score_gemma":0.00030035965,"threshold_uncertainty_score":0.9999763},"labels":[],"label_agreement":null},{"id":"W1619566988","doi":"10.3917/scpo.belan.2012.02.0221","title":"Controverses climatiques, sciences et politique","year":2012,"lang":"fr","type":"book-chapter","venue":"Presses de Sciences Po eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.5182052642940741,"score_gpt":0.46661729328825097,"score_spread":0.05158797100582313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1619566988","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025244905,0.006387824,0.00021446338,0.012951451,0.0010450679,0.00066836865,0.00017525797,0.00020792679,0.97582513],"genre_scores_gemma":[0.85013974,0.08629442,0.0041708997,0.0064931675,0.001353813,0.00011298476,0.0000636761,0.000073924646,0.051297374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99487716,0.0010326764,0.00071962195,0.00079715205,0.0011893339,0.0013840558],"domain_scores_gemma":[0.9963244,0.0015690164,0.00074338523,0.00057968235,0.00026153066,0.0005219398],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0054477504,0.0005820721,0.00059588224,0.00034837617,0.0030811296,0.0008399719,0.00222834,0.0006117252,0.011459445],"category_scores_gemma":[0.0003855634,0.0005566859,0.00032075966,0.00016992321,0.0133991735,0.0009656281,0.000641266,0.00067305076,0.0006906067],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009333694,0.000044908393,0.00132094,0.00008279314,0.000022092114,0.0000018469256,0.0110895,0.000013309229,0.0002668502,0.96109605,0.00057279476,0.025479605],"study_design_scores_gemma":[0.00022221466,0.0002279162,0.0008567462,0.0006351071,0.00012207597,0.00002616855,0.004624219,0.00018392222,0.00015588604,0.10231751,0.8897923,0.00083592784],"about_ca_topic_score_codex":0.007656212,"about_ca_topic_score_gemma":0.00890439,"teacher_disagreement_score":0.92452776,"about_ca_system_score_codex":0.00039816697,"about_ca_system_score_gemma":0.0011914971,"threshold_uncertainty_score":0.99968845},"labels":[],"label_agreement":null},{"id":"W1636705191","doi":"10.22230/cjc.2011v36n3a2367","title":"Covering Copenhagen: Climate Change in BC Media","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia; Simon Fraser University","keywords":"Summit; Mainstream; Negotiation; Climate change; Politics; Political science; Media coverage; Media studies; Geography; Sociology; Physical geography; Law","score_opus":0.5963472108549261,"score_gpt":0.4232993915147184,"score_spread":0.17304781934020774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1636705191","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46269745,0.006029938,0.000026689433,0.0073974645,0.00059160276,0.00033630335,0.000017390836,0.000021495436,0.5228817],"genre_scores_gemma":[0.9826266,0.01638138,0.0005513015,0.00027514962,0.000100677054,0.000007244902,0.000010572037,0.000008178753,0.000038904876],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988825,0.0004214325,0.00030768922,0.000047436766,0.0001206899,0.00022030769],"domain_scores_gemma":[0.99885976,0.00010254309,0.00022533743,0.00035375336,0.00017539083,0.00028318493],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014930498,0.000058497277,0.00012124186,0.00026699883,0.00033732987,0.000051581686,0.00072867615,0.00007986646,0.0038749662],"category_scores_gemma":[0.00020901593,0.00006519601,0.000042988573,0.00027291002,0.00016527415,0.00049650297,0.00003012868,0.00022756639,0.00012139798],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034072673,0.000045295095,0.06858253,0.000012289453,0.000010146549,0.00001553171,0.75287586,0.0000024247324,0.000047866226,0.04222923,0.0010213092,0.13512345],"study_design_scores_gemma":[0.0006248059,0.00004513479,0.6090903,0.0004248905,0.000020467132,0.000013001449,0.043720245,0.000062188155,0.000035003275,0.00205346,0.34364796,0.00026251664],"about_ca_topic_score_codex":0.109847024,"about_ca_topic_score_gemma":0.80976,"teacher_disagreement_score":0.7091556,"about_ca_system_score_codex":0.0002943484,"about_ca_system_score_gemma":0.00029125955,"threshold_uncertainty_score":0.9970356},"labels":[],"label_agreement":null},{"id":"W164175879","doi":"10.1007/978-94-007-0567-8_2","title":"Climate Change Adaptation as a Social Process","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Adaptation (eye); Immediacy; Climate change; Adaptive capacity; Process (computing); Empirical research; Underpinning; Empirical evidence; Perception; Political science; Environmental resource management; Sociology; Psychology; Economics; Computer science; Engineering; Epistemology","score_opus":0.8101716373203164,"score_gpt":0.6004833061583362,"score_spread":0.20968833116198016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W164175879","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022133862,0.014141273,0.000002572644,0.0021379003,0.00041180485,0.0016493245,0.00023277727,0.000120515215,0.9810825],"genre_scores_gemma":[0.14249377,0.8200767,0.000078154146,0.0006176826,0.0048459084,0.0018934277,0.0005085886,0.00010507415,0.0293807],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99609154,0.00043657055,0.0003903269,0.00058308995,0.0015023092,0.0009961573],"domain_scores_gemma":[0.99831617,0.00015641043,0.00023014822,0.00039081124,0.00071006815,0.00019638821],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022862055,0.00030201953,0.00038892395,0.00037375357,0.0010625675,0.00010962412,0.00095975003,0.0006692761,0.002407933],"category_scores_gemma":[0.00017189921,0.000337811,0.00012395594,0.0004910451,0.00093155773,0.0010638701,0.00033777414,0.0008472167,0.0012011327],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108803186,0.00005263126,0.00026068534,0.0001633319,0.000005195241,0.000014032981,0.05977895,4.3981046e-8,1.6293461e-7,0.4478254,0.000106898486,0.49168387],"study_design_scores_gemma":[0.00030643019,0.00013226418,0.00049366377,0.0007243647,0.000012629778,0.0000023271689,0.01238501,0.000011301449,4.47559e-7,0.22468622,0.7607922,0.0004531592],"about_ca_topic_score_codex":0.003918969,"about_ca_topic_score_gemma":0.0702377,"teacher_disagreement_score":0.9517018,"about_ca_system_score_codex":0.0011098839,"about_ca_system_score_gemma":0.00016796707,"threshold_uncertainty_score":0.9999074},"labels":[],"label_agreement":null},{"id":"W1652704477","doi":"","title":"Aesthetic Loneliness and the Heart of Science","year":2011,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wonder; Wright; The arts; Order (exchange); Sociology; Liberal arts education; Aesthetics; Art history; Media studies; Art; Visual arts; Philosophy; Law; Epistemology; Political science; Higher education","score_opus":0.12815659898807683,"score_gpt":0.329976954021115,"score_spread":0.20182035503303816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1652704477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924743,0.00013825814,0.0011100884,0.002131867,0.0001865783,0.00007382651,0.000003233109,0.000003433974,0.0038784258],"genre_scores_gemma":[0.99615324,0.0034139503,0.00017573561,0.000023330862,0.00005784758,1.6938976e-8,7.4153627e-7,0.000001852046,0.00017329997],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986986,0.0005019083,0.0002267333,0.000060851886,0.00040313738,0.000108791595],"domain_scores_gemma":[0.9985482,0.00016390049,0.0005064739,0.0002472657,0.00047561846,0.00005851514],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0040644817,0.000055320663,0.0002778285,0.00024155747,0.00064241263,0.000014641821,0.0008210468,0.000035432815,0.00026859896],"category_scores_gemma":[0.000098530465,0.00003538574,0.00017528264,0.0009838105,0.004318332,0.00018051139,0.00011148317,0.00012030401,0.0000019027223],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009172241,0.00060759304,0.08507449,0.00005157803,0.0012067255,0.000009305994,0.8320343,0.0014150105,0.0038037926,0.04929896,0.00046183067,0.016864207],"study_design_scores_gemma":[0.0115558,0.0005687093,0.45833647,0.00017009032,0.011473265,0.00010527774,0.4713884,0.017810483,0.000030298075,0.016389972,0.011568703,0.0006025152],"about_ca_topic_score_codex":0.019476453,"about_ca_topic_score_gemma":0.029904122,"teacher_disagreement_score":0.373262,"about_ca_system_score_codex":0.00007423147,"about_ca_system_score_gemma":0.0001459984,"threshold_uncertainty_score":0.99839133},"labels":[],"label_agreement":null},{"id":"W1653488441","doi":"10.1089/eco.2015.0005","title":"On Fathers, Sons, Birds, and the Meaning of the Kill","year":2015,"lang":"en","type":"article","venue":"Ecopsychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Meaning (existential); Download; Psychology; Environmental ethics; Philosophy; World Wide Web; Computer science; Psychotherapist","score_opus":0.40704353883022737,"score_gpt":0.4598930980482908,"score_spread":0.05284955921806345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1653488441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55373406,0.00030906693,0.000010740714,0.06337989,0.00069784373,0.00019087842,0.000003675143,0.000025166693,0.38164866],"genre_scores_gemma":[0.99673307,0.00053572765,0.000037452388,0.0018796307,0.000058318266,0.000005172376,9.661986e-7,0.0000033837123,0.0007462502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992094,0.00049114955,0.00007491836,0.000063868,0.00008284827,0.0000778154],"domain_scores_gemma":[0.9995004,0.00014670752,0.000059146212,0.00023573909,0.000031047348,0.000026981093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009096518,0.00003128091,0.00006117018,0.000015863827,0.00018508759,0.000010447578,0.00023235001,0.000047380494,0.00018723962],"category_scores_gemma":[0.00026069977,0.000017387769,0.000023174294,0.000087785156,0.00039581992,0.00002166387,0.00003163189,0.00008141223,0.00003972516],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001059572,0.000053690594,0.0040382664,0.0000018145244,0.000010643479,1.03631486e-7,0.24331674,0.0000032645228,0.00010437653,0.6954045,0.02857279,0.028387815],"study_design_scores_gemma":[0.004580631,0.00016449411,0.07290973,0.00005478994,0.00003100867,0.000007748518,0.17405468,0.00009564286,0.000027127095,0.17827998,0.56955653,0.00023764255],"about_ca_topic_score_codex":0.00053082313,"about_ca_topic_score_gemma":0.0022631213,"teacher_disagreement_score":0.54098374,"about_ca_system_score_codex":0.000016814985,"about_ca_system_score_gemma":0.000015823809,"threshold_uncertainty_score":0.20501426},"labels":[],"label_agreement":null},{"id":"W1655375819","doi":"10.22230/cjc.2014v39n3a2830","title":"Storylines in the Sands: News, Narrative, and Ideology in the Calgary Herald","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Ottawa","funders":"","keywords":"Ideology; Framing (construction); Narrative; Criticism; Petroleum industry; Critical discourse analysis; Political science; Content analysis; Government (linguistics); Media studies; Political economy; Sociology; History; Law; Social science; Engineering; Politics; Archaeology; Art; Literature; Environmental engineering","score_opus":0.25173300087697553,"score_gpt":0.4055942038469961,"score_spread":0.1538612029700206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1655375819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.813515,0.0032461877,0.000026550353,0.15543954,0.00007725742,0.0001628678,8.6827106e-7,0.0000023211442,0.027529413],"genre_scores_gemma":[0.9924299,0.004325092,0.00009625088,0.0030491052,0.00005744867,0.0000055237742,0.00000553984,0.0000024809106,0.000028632192],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970985,0.0024481055,0.00021052943,0.000036365804,0.00009601455,0.000110454326],"domain_scores_gemma":[0.99887925,0.0005334215,0.00012902541,0.00031758758,0.000079071295,0.00006164775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003028694,0.000042751282,0.000085420754,0.00013565812,0.0004269652,0.00006846838,0.00077839714,0.00005606649,0.000064256004],"category_scores_gemma":[0.0003821155,0.000028909973,0.000020684214,0.00021296312,0.00026358024,0.00015579429,0.0000117069985,0.00030867787,0.0000018189816],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011746589,0.000026632426,0.066631615,0.0000037158236,0.0000036650126,0.0000019189997,0.8348268,0.000015849493,0.000014406079,0.051889792,0.0037543168,0.042819537],"study_design_scores_gemma":[0.00032546342,0.000041295738,0.26744816,0.000053924872,0.000005082951,0.000016334545,0.18177517,0.0001330955,2.6036722e-7,0.006288168,0.54384923,0.000063834035],"about_ca_topic_score_codex":0.07432511,"about_ca_topic_score_gemma":0.9503434,"teacher_disagreement_score":0.8760182,"about_ca_system_score_codex":0.00008455249,"about_ca_system_score_gemma":0.00019187892,"threshold_uncertainty_score":0.93183905},"labels":[],"label_agreement":null},{"id":"W1660076444","doi":"10.48550/arxiv.1507.08552","title":"How Astronomers View Education and Public Outreach: An Exploratory Study","year":2015,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Outreach; Duty; Exploratory research; Political science; Task (project management); Public relations; Sociology; Law; Social science; Engineering","score_opus":0.6702658402653411,"score_gpt":0.34509239697098393,"score_spread":0.32517344329435716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1660076444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878415,0.00032077107,0.00017207793,0.0010519184,0.00047335372,0.0005609688,0.000013514566,0.00012349527,0.00944242],"genre_scores_gemma":[0.99508,0.0028080125,0.000031505773,0.00007083359,0.00018105117,0.00000649261,0.00013365234,0.000014201973,0.0016742394],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9981802,0.0009036924,0.00010222301,0.0005043851,0.00009794521,0.00021154668],"domain_scores_gemma":[0.99838483,0.00003538401,0.00017891034,0.00071789185,0.00032802045,0.0003549506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077911635,0.00016949707,0.00019961677,0.0002234223,0.0004029244,0.00035364248,0.0006124186,0.00024802823,0.00012258175],"category_scores_gemma":[0.000074232,0.00020999905,0.00005167626,0.00027730406,0.00024147349,0.00077035424,0.0005250338,0.00040688386,0.000029040728],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007966509,0.005595201,0.44478574,0.00016410062,0.00022374064,0.000013764581,0.33345136,0.00030048427,0.000011632389,0.08065131,0.0026325758,0.1320904],"study_design_scores_gemma":[0.00043046888,0.000114874165,0.009325403,0.000047065172,0.00011912777,2.9764718e-7,0.9136366,0.0005577132,2.2710182e-7,0.004638586,0.07065887,0.0004707453],"about_ca_topic_score_codex":0.0010847686,"about_ca_topic_score_gemma":0.024464112,"teacher_disagreement_score":0.58018523,"about_ca_system_score_codex":0.00045152294,"about_ca_system_score_gemma":0.0006318208,"threshold_uncertainty_score":0.99333686},"labels":[],"label_agreement":null},{"id":"W1669116969","doi":"10.1371/journal.pone.0136435","title":"Health Reporting in Print Media in Lebanon: Evidence, Quality and Role in Informing Policymaking","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Journalism; Public relations; Quality (philosophy); Health policy; Public health; Health care; Medicine; Political science; Psychology; Nursing","score_opus":0.8842531801787701,"score_gpt":0.5594977193646663,"score_spread":0.3247554608141038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1669116969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816163,0.00047369595,9.563994e-7,0.009459104,0.0000141293685,0.00019904428,5.5489284e-7,0.000020725138,0.0082154935],"genre_scores_gemma":[0.99706674,0.0019949395,0.00052533764,0.00031497676,0.000050676914,0.00001840181,0.0000034246152,0.000003250703,0.000022280796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998395,0.0003394216,0.0006824398,0.00010967027,0.000270605,0.00020281402],"domain_scores_gemma":[0.9991094,0.00021835775,0.00039276204,0.00014738837,0.00004294795,0.00008914848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006686313,0.00004589036,0.0001919786,0.00016214508,0.00006770845,0.0000350915,0.00010369082,0.00005281264,0.000018275035],"category_scores_gemma":[0.0059943236,0.000051057996,0.000009238523,0.00037008277,0.000054556524,0.00030279922,0.00009031782,0.00016509903,0.000004509327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008446368,0.000105172745,0.7242293,0.000039010327,8.000808e-7,8.0402395e-7,0.2565277,0.0000016933361,0.00014588822,0.0006738388,0.000002012022,0.01826535],"study_design_scores_gemma":[0.00028799573,0.000016363423,0.93111086,0.001236826,0.000001167193,3.8122315e-7,0.0649948,0.0003615491,0.0000230337,0.0016030743,0.00026070987,0.00010326986],"about_ca_topic_score_codex":0.049103256,"about_ca_topic_score_gemma":0.5094531,"teacher_disagreement_score":0.46034986,"about_ca_system_score_codex":0.0004068314,"about_ca_system_score_gemma":0.00020504821,"threshold_uncertainty_score":0.95722884},"labels":[],"label_agreement":null},{"id":"W1675191591","doi":"","title":"Communicating the Science of Climate Change: A Mutual Challenge for Scientists and Educators.","year":2000,"lang":"en","type":"article","venue":"Canadian journal of environmental education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Misinformation; Confusion; Scientific consensus; Apathy; Science communication; Public relations; Climate change; Science education; Work (physics); Political science; Climate science; Scientific misconceptions; Sociology; Engineering ethics; Psychology; Pedagogy; Global warming; Cognition; Law; Ecology","score_opus":0.20221656067700902,"score_gpt":0.40136258098834543,"score_spread":0.1991460203113364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1675191591","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814318,0.0021546052,6.658672e-7,0.0063913846,0.00030866498,0.00024820547,0.000026151793,0.0000015807899,0.009436937],"genre_scores_gemma":[0.98828626,0.010986384,0.0002606293,0.00017726311,0.0001693529,0.000014827229,0.0000057164457,0.0000051009633,0.00009446099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992914,0.00008886213,0.00019743957,0.00007402245,0.00015759638,0.00019064864],"domain_scores_gemma":[0.9992655,0.00007229897,0.00017561688,0.00019513958,0.000041005642,0.00025046253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012249785,0.000050656286,0.000075924916,0.00013507722,0.0011882155,0.00006738754,0.00042349976,0.00003043296,0.0007341804],"category_scores_gemma":[0.00008128046,0.000044783505,0.000033712713,0.00015457298,0.0013983058,0.00031939443,0.000017207594,0.00008621348,0.0000054766365],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008039837,0.00009554118,0.002782022,0.000012546344,0.0000036615193,7.836825e-8,0.14065014,7.862433e-7,0.0004347159,0.003629782,0.00017340573,0.85220927],"study_design_scores_gemma":[0.0005510973,0.00026681568,0.2929034,0.00031907365,0.00006784111,0.000043272623,0.25663343,0.00009931411,0.0001055283,0.0018053211,0.44689134,0.00031356793],"about_ca_topic_score_codex":0.0031235812,"about_ca_topic_score_gemma":0.012720797,"teacher_disagreement_score":0.8518957,"about_ca_system_score_codex":0.00027350686,"about_ca_system_score_gemma":0.00074032595,"threshold_uncertainty_score":0.91389126},"labels":[],"label_agreement":null},{"id":"W1748288226","doi":"10.1111/j.1755-618x.2011.01247.x","title":"Representations of Climate Change in Canadian National Print Media: The Banalization of Global Warming","year":2011,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; Print media; Climate change; Newspaper; Art; Law","score_opus":0.47518608182840205,"score_gpt":0.43749626363830707,"score_spread":0.03768981819009498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1748288226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9105808,0.01654242,0.000006427834,0.020607935,0.0004901117,0.0014147204,0.0013743114,0.00002247342,0.04896079],"genre_scores_gemma":[0.9269917,0.07102773,0.00014141703,0.0015125726,0.00007734986,0.00010326922,0.00013363417,0.000007513452,0.0000047929852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976044,0.0008058605,0.00058845105,0.00019571255,0.00008680834,0.0007187332],"domain_scores_gemma":[0.9979902,0.0003368166,0.00039077943,0.00031510874,0.0005245235,0.00044256414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035909961,0.00011884707,0.00038210393,0.00016845256,0.0002766227,0.0000030112492,0.000619732,0.00027374746,0.00067484996],"category_scores_gemma":[0.002988533,0.000114982286,0.00013706193,0.0005040665,0.0013125619,0.0000936736,0.000039110502,0.00019731023,0.0000056657027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031053733,0.000018310737,0.611265,0.000584373,0.00002550068,0.0000039543515,0.13238351,0.000003136364,0.0000069863913,0.25028715,0.00028338988,0.0051355804],"study_design_scores_gemma":[0.00013023059,0.000025818525,0.9416538,0.0010523899,0.00004481689,0.0000030939002,0.042423505,0.000041537827,0.0000016166329,0.0108168665,0.0036532914,0.00015305886],"about_ca_topic_score_codex":0.9467951,"about_ca_topic_score_gemma":0.99894637,"teacher_disagreement_score":0.33038875,"about_ca_system_score_codex":0.0028163714,"about_ca_system_score_gemma":0.0028323417,"threshold_uncertainty_score":0.7389134},"labels":[],"label_agreement":null},{"id":"W1758272266","doi":"","title":"DDT use finally eliminated in North America","year":2002,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Malaria; Environmental health; Environmental protection; Malaria prevention; Geography; Computer science; Medicine; Health services; Immunology","score_opus":0.2664386098613923,"score_gpt":0.3299224361526602,"score_spread":0.06348382629126792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1758272266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419159,0.00021622962,0.000011030261,0.0051801912,0.00027490518,0.0003463188,0.000017577773,0.00014080094,0.05189701],"genre_scores_gemma":[0.9701643,0.02228035,0.00011426229,0.00085827097,0.00012982475,0.000034470468,0.000045378983,0.000018416824,0.0063547236],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817324,0.00046716104,0.00021930618,0.00020843331,0.00024727551,0.0006846026],"domain_scores_gemma":[0.9991854,0.00010277883,0.00008190541,0.00032331233,0.000078184414,0.00022844064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023957502,0.00010816312,0.00012326986,0.00009618129,0.00021854317,0.00012925708,0.00038891242,0.0000491212,0.0027752481],"category_scores_gemma":[0.00055762945,0.00011289111,0.00004271473,0.0009699909,0.00016418262,0.00029552638,0.000065677064,0.0001971752,0.0005834094],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000390762,0.0004887792,0.3018898,0.0000136155495,0.00001184498,0.00004589167,0.3212411,0.000045294084,0.000088922374,0.0005475558,0.013640968,0.36194715],"study_design_scores_gemma":[0.00014845503,0.00000894868,0.45511237,0.0000068104528,0.0000036405568,3.9650854e-7,0.00091422733,0.000090066365,0.0000022897539,0.0000039769207,0.5436088,0.00010001194],"about_ca_topic_score_codex":0.0009947475,"about_ca_topic_score_gemma":0.013231746,"teacher_disagreement_score":0.52996784,"about_ca_system_score_codex":0.00017269203,"about_ca_system_score_gemma":0.000023143824,"threshold_uncertainty_score":0.99813634},"labels":[],"label_agreement":null},{"id":"W1786926647","doi":"10.1002/wcc.321","title":"International trends in public perceptions of climate change over the past quarter century","year":2014,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":702,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Climate change; Perception; Skepticism; Geography; Quarter (Canadian coin); Political science; Development economics; Psychology; Economics; Ecology","score_opus":0.3052056978752831,"score_gpt":0.4486879282922287,"score_spread":0.14348223041694558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1786926647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24037094,0.0094573535,0.00004739826,0.16696943,0.0062124217,0.0042200782,0.00091110135,0.00039947173,0.5714118],"genre_scores_gemma":[0.65774876,0.3381064,0.00005271522,0.0010108566,0.0016289173,0.000900624,0.00045930696,0.000030747196,0.00006165459],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964112,0.0011833606,0.00088758155,0.0004140329,0.00042148537,0.0006823307],"domain_scores_gemma":[0.99821424,0.00016203066,0.00050657406,0.00083003787,0.00012838181,0.00015871646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00278661,0.00029649472,0.0005251576,0.0005213039,0.0007118233,0.00014638959,0.0011419085,0.00018049534,0.0075391745],"category_scores_gemma":[0.00006271546,0.00022542964,0.00037165525,0.00085218536,0.0004222973,0.0008933043,0.0010487346,0.00035601636,0.00039501468],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050413328,0.00044990753,0.07475416,0.00018700653,0.00001556742,0.000001370069,0.17075273,1.5913281e-7,0.000064034284,0.0087486785,0.0051697413,0.73980623],"study_design_scores_gemma":[0.00051831,0.00012116574,0.2745682,0.0011310201,0.00003853492,0.000005065371,0.025490094,0.0004108343,2.2746686e-7,0.00022562695,0.69711053,0.0003803778],"about_ca_topic_score_codex":0.00015791284,"about_ca_topic_score_gemma":0.005986578,"teacher_disagreement_score":0.73942584,"about_ca_system_score_codex":0.00025039693,"about_ca_system_score_gemma":0.0000075149655,"threshold_uncertainty_score":0.9933681},"labels":[],"label_agreement":null},{"id":"W178942493","doi":"10.1093/pch/8.5.263","title":"The science of environmental influence","year":2003,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Children's Hospital","funders":"","keywords":"Data science; Environmental science; Medicine; Computer science","score_opus":0.12094148645476864,"score_gpt":0.39191085325043973,"score_spread":0.2709693667956711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W178942493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8668109,0.0072035124,0.000027852087,0.017336499,0.0005006518,0.00053132424,0.000027102886,0.000049005543,0.10751311],"genre_scores_gemma":[0.9314085,0.06791054,0.00012044032,0.00044365588,0.000053868876,0.0000040551536,0.0000016464445,0.0000030588608,0.00005420897],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987965,0.00023525167,0.00018891104,0.0001065799,0.00040374193,0.00026900147],"domain_scores_gemma":[0.99924356,0.00018299419,0.00014888433,0.00026303186,0.00003184201,0.00012970659],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028807363,0.000043816537,0.00006440678,0.000057402816,0.0024089117,0.00003590607,0.0003659904,0.000026309519,0.000089925634],"category_scores_gemma":[0.0004371263,0.00003540533,0.00002668957,0.0004975928,0.0007299064,0.00011506101,0.00004138892,0.00011591882,0.000034758847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000148141735,0.00040396556,0.1359172,0.000051627558,0.0000064023516,2.6321825e-7,0.15261596,0.00005111274,0.00046146032,0.55385274,0.0016145562,0.15500988],"study_design_scores_gemma":[0.0003449179,0.00008759935,0.4260413,0.00001971939,0.0000065287186,0.0000017930134,0.025298994,0.000023817476,0.000057262227,0.0037740073,0.5441365,0.00020756041],"about_ca_topic_score_codex":0.0003857351,"about_ca_topic_score_gemma":0.00050600554,"teacher_disagreement_score":0.55007875,"about_ca_system_score_codex":0.00020162428,"about_ca_system_score_gemma":0.0003503072,"threshold_uncertainty_score":0.9988898},"labels":[],"label_agreement":null},{"id":"W1798529512","doi":"10.1002/wcc.300","title":"A Massive Open Online Course on climate change: the social construction of a global problem using new tools for connectedness","year":2014,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Waterloo","funders":"","keywords":"Cognitive reframing; Climate change; Conversation; Social media; Social connectedness; Coproduction; Social change; Sociology; Public relations; Psychology; Political science; Computer science; Social psychology; World Wide Web; Communication; Ecology","score_opus":0.596026971324448,"score_gpt":0.5340473144084994,"score_spread":0.061979656915948644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1798529512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64025974,0.014362816,0.0014168074,0.21911825,0.007637845,0.054884147,0.011648516,0.00071225315,0.049959637],"genre_scores_gemma":[0.7709578,0.18491456,0.0119635295,0.0076010134,0.013963519,0.006968875,0.0032486138,0.00024216987,0.00013986568],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678624,0.0009971459,0.0008190513,0.00045769324,0.00030064676,0.00063923385],"domain_scores_gemma":[0.99762166,0.00032306375,0.0010471044,0.00057384756,0.00027286654,0.00016147563],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0022641046,0.00033351054,0.0007798166,0.00005811907,0.0018570508,0.0002939656,0.0011967951,0.00021497165,0.00036269528],"category_scores_gemma":[0.00015318746,0.00025650035,0.0003222198,0.00055251474,0.0005566079,0.0008619787,0.0013037885,0.00021119241,0.000050410003],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005315232,0.00061690924,0.0010748636,0.00090698357,0.000041608328,9.3446914e-7,0.12756139,0.0000013537559,0.000111203524,0.082372,0.0023184607,0.78446275],"study_design_scores_gemma":[0.009568437,0.0033400785,0.019767335,0.024694288,0.0018181382,0.00007113237,0.41113892,0.0061735464,0.000038566966,0.035301033,0.4845239,0.003564627],"about_ca_topic_score_codex":0.0004058937,"about_ca_topic_score_gemma":0.0075195096,"teacher_disagreement_score":0.78089815,"about_ca_system_score_codex":0.000359882,"about_ca_system_score_gemma":0.000076618286,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W1824962959","doi":"10.1177/0963662507060586","title":"Experts’ understanding of the public: knowledge control in a risk controversy","year":2007,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Stakeholder; Public opinion; Sociology of scientific knowledge; Control (management); Public relations; Expert elicitation; Political science; Sociology; Knowledge management; Social science; Politics; Computer science; Law; Economics; Management","score_opus":0.5543987976542909,"score_gpt":0.43988476063267096,"score_spread":0.11451403702161994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1824962959","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26867086,0.00059879874,0.15923227,0.034472797,0.0020336742,0.0013571413,0.000053196858,0.00013116101,0.5334501],"genre_scores_gemma":[0.9991557,0.0005113149,0.00006169481,0.00014410267,0.00003980554,0.0000042911493,8.181126e-7,0.0000065809963,0.00007571801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99762523,0.0003056844,0.00043329532,0.0002448836,0.0007927811,0.0005981271],"domain_scores_gemma":[0.9977283,0.0009827774,0.00040623764,0.00041156186,0.00029064537,0.00018046459],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009954808,0.00010443674,0.00021043244,0.0006319006,0.0015191018,0.00017688697,0.0011713636,0.000089506924,0.0001777308],"category_scores_gemma":[0.0028176848,0.000085025946,0.0000933815,0.0030296685,0.0061806105,0.0008887904,0.00016475865,0.00017767331,0.0000015945113],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020937743,0.0001381666,0.0696898,0.000012015938,0.000007828452,2.3239717e-7,0.06422888,0.0000020407226,0.0023944275,0.8620984,0.00022356468,0.0011837201],"study_design_scores_gemma":[0.0022813645,0.00007082822,0.016237807,0.00015856662,0.000017949194,0.0000018875247,0.9249297,0.001781468,0.00016188998,0.039643258,0.014398224,0.00031709982],"about_ca_topic_score_codex":0.00079554314,"about_ca_topic_score_gemma":0.02474926,"teacher_disagreement_score":0.8607008,"about_ca_system_score_codex":0.0026934189,"about_ca_system_score_gemma":0.0006836192,"threshold_uncertainty_score":0.9997808},"labels":[],"label_agreement":null},{"id":"W1830227590","doi":"10.24124/c677/2011175","title":"An energy superpower or a super sales pitch? Building the case through an examination of","year":2011,"lang":"en","type":"article","venue":"Canadian Political Science Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Superpower; Newspaper; Headline; Oil sands; Globe; State (computer science); Energy policy; Political science; Advertising; Media studies; Law; Sociology; Engineering; China; History; Business; Archaeology; Renewable energy","score_opus":0.5324036489454025,"score_gpt":0.4817863266295539,"score_spread":0.05061732231584859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1830227590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6114732,0.011134012,0.0004281701,0.030540142,0.0005829393,0.0013998877,0.00015557323,0.0001381075,0.34414795],"genre_scores_gemma":[0.9799955,0.01567886,0.00032785468,0.0038493501,0.00006780089,0.000020256351,0.0000074515565,0.0000059106264,0.00004702294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804157,0.0005359208,0.0002253359,0.00021156373,0.0002516946,0.0007338866],"domain_scores_gemma":[0.9980564,0.00010771232,0.000040838622,0.0005140509,0.00024722208,0.0010337627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027184833,0.00008337966,0.00014626021,0.000080075144,0.00089307356,0.0000651425,0.0007456562,0.000054868742,0.0027836503],"category_scores_gemma":[0.0007762346,0.000055865272,0.00004081596,0.00077885855,0.0017869964,0.000923272,0.000030403571,0.000075063195,0.000017036216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.413865e-7,0.000024766323,0.00008768251,0.00003625735,8.644227e-7,0.000013860502,0.009395699,1.3202321e-8,0.00006426935,0.95113826,0.00004670562,0.0391911],"study_design_scores_gemma":[0.0003139875,0.00056859275,0.044624355,0.0023424637,0.00019497632,0.00067303545,0.118827,0.00041045074,0.0003469736,0.02965261,0.8007872,0.001258371],"about_ca_topic_score_codex":0.57919437,"about_ca_topic_score_gemma":0.82004106,"teacher_disagreement_score":0.9214856,"about_ca_system_score_codex":0.000462149,"about_ca_system_score_gemma":0.0011827713,"threshold_uncertainty_score":0.99812794},"labels":[],"label_agreement":null},{"id":"W1831351891","doi":"10.15252/embr.201438590","title":"Thinking outside the ‘knowledge deficit’ box","year":2014,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; Université Laval; Canadian Forest Service; Ministry of Education, Recreation and Sports","funders":"","keywords":"Library science; Service (business); Political science; Sociology; Business; Computer science","score_opus":0.29891530542102634,"score_gpt":0.4347725842636994,"score_spread":0.13585727884267307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1831351891","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12917046,0.00021362556,0.00023750277,0.0070176525,0.0006904709,0.0001405852,3.0807539e-7,0.00013904799,0.86239034],"genre_scores_gemma":[0.99469537,0.0003023149,0.00010562818,0.00061534386,0.00038927794,0.000014278866,0.000008154824,0.0000075041185,0.0038621053],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990182,0.00028074643,0.00018563776,0.00012361447,0.00023235468,0.00015947912],"domain_scores_gemma":[0.99910355,0.00018006434,0.00012628571,0.00046306933,0.000076538745,0.000050465995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024335943,0.000056406832,0.000076770375,0.000025153335,0.00096914475,0.00012169582,0.00022890224,0.0000582987,0.0006799583],"category_scores_gemma":[0.0004343395,0.000041525975,0.000052682517,0.00013300718,0.000120733035,0.00008004606,0.00008337466,0.00010948349,0.00016162117],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000069585544,0.00019119019,0.088281125,0.000028598353,0.000024468478,0.000019763342,0.47587866,0.000018478975,0.0004899498,0.19254705,0.0444748,0.19803897],"study_design_scores_gemma":[0.000030069548,0.000005493086,0.017733688,0.000017566334,0.0000074836807,0.000010216036,0.0058583333,0.000034237408,0.000011396589,0.01293129,0.96327895,0.00008127555],"about_ca_topic_score_codex":0.0008027428,"about_ca_topic_score_gemma":0.007783124,"teacher_disagreement_score":0.91880417,"about_ca_system_score_codex":0.000052458025,"about_ca_system_score_gemma":0.00004275091,"threshold_uncertainty_score":0.74539757},"labels":[],"label_agreement":null},{"id":"W1852059192","doi":"10.22230/cjc.2003v28n1a1343","title":"When Is a Creationist Not a Creationist? Appreciating the Miracles of Public Opinion Polling","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Creationism; Polling; Newspaper; Public opinion; Population; Affect (linguistics); Political science; Sociology; Law; Epistemology; Philosophy; Demography; Computer science","score_opus":0.4771022434281013,"score_gpt":0.4195866063544219,"score_spread":0.057515637073679404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1852059192","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32960534,0.016196674,0.0048507694,0.20861195,0.00082791457,0.0011305523,0.000068575595,0.00004841363,0.43865982],"genre_scores_gemma":[0.9931209,0.0042868946,0.0017921106,0.00044855205,0.000074840296,0.0000070921014,0.000020735912,0.000009371675,0.00023946702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772114,0.0012624502,0.00050142047,0.00006311143,0.0002666861,0.00018519549],"domain_scores_gemma":[0.9972818,0.0004698297,0.0007097117,0.00053767354,0.00079218124,0.00020879491],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031164365,0.000074299125,0.00014476056,0.0001977455,0.0018136261,0.0002922472,0.000796903,0.00008756635,0.0007934974],"category_scores_gemma":[0.0015404541,0.000067702196,0.000097582786,0.00032866892,0.00040265208,0.00039600694,0.0000173658,0.0002296559,0.000008938768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019177072,0.000107878004,0.040282857,0.000032539938,0.00010118486,4.4317514e-7,0.39975205,0.000048478356,0.00043645757,0.45480454,0.007909114,0.09650528],"study_design_scores_gemma":[0.000372609,0.000039680737,0.012127274,0.00020294948,0.000032785596,0.000010190258,0.05494312,0.00014693003,0.0001805639,0.014034495,0.9177541,0.00015526515],"about_ca_topic_score_codex":0.023360161,"about_ca_topic_score_gemma":0.15382445,"teacher_disagreement_score":0.90984505,"about_ca_system_score_codex":0.0003101656,"about_ca_system_score_gemma":0.0011967578,"threshold_uncertainty_score":0.99948585},"labels":[],"label_agreement":null},{"id":"W1862186519","doi":"10.5539/ass.v11n27p1","title":"Analysis of the “Publicity” of Network Community of Science Communication - Case Studies of Guokr.com and Songshuhui-Association of Science Communicators","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publicity; Public sphere; Science communication; Elite; Association (psychology); Perspective (graphical); Sociology; Public relations; Set (abstract data type); Identity (music); Scientific communication; Media studies; Social science; Political science; Epistemology; Library science; Computer science; Science education; Law","score_opus":0.36449483452424103,"score_gpt":0.47364256902481566,"score_spread":0.10914773450057463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1862186519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96824056,0.00024172818,0.000012855001,0.001474221,0.0001154886,0.00024933054,0.000037375532,0.000011558588,0.029616907],"genre_scores_gemma":[0.99880666,0.0007349408,0.00038217404,0.00003113269,0.000012041609,0.000004910857,0.0000029474854,0.0000038004262,0.000021412205],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99554026,0.0014390388,0.00074828626,0.00018590098,0.001734484,0.00035201284],"domain_scores_gemma":[0.9924483,0.0007576495,0.0019229791,0.0011953225,0.0035434784,0.00013230628],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.024558537,0.00010911194,0.0005360742,0.0005547265,0.00360533,0.00004705782,0.0033663989,0.00008828689,0.000011719857],"category_scores_gemma":[0.004943384,0.00009543209,0.00012915634,0.014278265,0.04831828,0.00086911215,0.0017601787,0.00026688154,1.9682906e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023948138,0.00038952442,0.22115767,0.000064299944,0.00011862752,1.1120721e-7,0.6869393,0.000041496016,0.008112219,0.06270415,0.000106742096,0.02034188],"study_design_scores_gemma":[0.0003838843,0.00010625447,0.38702372,0.00012361986,0.00032817796,0.000001417874,0.60554725,0.0004780639,0.0021913678,0.0033839112,0.00025080665,0.00018152336],"about_ca_topic_score_codex":0.011385446,"about_ca_topic_score_gemma":0.013286484,"teacher_disagreement_score":0.16586605,"about_ca_system_score_codex":0.0005461117,"about_ca_system_score_gemma":0.0011927547,"threshold_uncertainty_score":0.99769187},"labels":[],"label_agreement":null},{"id":"W187005575","doi":"","title":"Climate Change and Place Roundtable Discussion","year":2008,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Nothing; Ecology","score_opus":0.2457819106732609,"score_gpt":0.34078242508242734,"score_spread":0.09500051440916643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W187005575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8527577,0.00060151063,0.000017363176,0.016930021,0.00016616198,0.0004615318,0.0010189567,0.00057816855,0.12746862],"genre_scores_gemma":[0.9806418,0.009410853,0.00018916793,0.0009946966,0.0003152808,0.000043562162,0.00049867464,0.00003854362,0.007867441],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868315,0.00016201871,0.00020931846,0.000254007,0.00028650783,0.00040500946],"domain_scores_gemma":[0.9992255,0.00009975679,0.00008002787,0.00027430602,0.000024432644,0.00029596034],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024075202,0.0001519647,0.000154013,0.00009315348,0.0011152928,0.0011248749,0.0003012241,0.00013489633,0.0008959565],"category_scores_gemma":[0.00012581403,0.00011741285,0.000063810636,0.00032075125,0.00022139019,0.008205667,0.00027308168,0.00022864318,0.0011019898],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018589817,0.00025154822,0.8518264,0.0000817697,0.0000145601225,0.000028682576,0.012117094,6.07672e-7,0.00007292046,0.0152763855,0.0058058575,0.11433825],"study_design_scores_gemma":[0.00033921833,0.000033082775,0.027464384,0.00008828659,0.0000059605154,0.0000105482995,0.0014705004,0.000032098153,0.000020284055,0.0015979026,0.96863043,0.000307313],"about_ca_topic_score_codex":0.000040069954,"about_ca_topic_score_gemma":0.0000732224,"teacher_disagreement_score":0.9628246,"about_ca_system_score_codex":0.00006020109,"about_ca_system_score_gemma":0.000038293038,"threshold_uncertainty_score":0.999912},"labels":[],"label_agreement":null},{"id":"W18858535","doi":"10.1093/pch/12.7.547","title":"‘Get rich or die trying’ – what drives poor children and what we can do about it","year":2007,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cancer Care Ontario; Institute for Clinical Evaluative Sciences; University of Toronto; SickKids Foundation; York University; Hospital for Sick Children; Ontario Institute for Cancer Research","funders":"","keywords":"Die (integrated circuit); Medicine; Engineering; Mechanical engineering","score_opus":0.12442291361687037,"score_gpt":0.40718340162430816,"score_spread":0.2827604880074378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W18858535","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44338715,0.19320132,0.00010362899,0.350726,0.002236712,0.0018389857,0.00009390241,0.00034919378,0.008063104],"genre_scores_gemma":[0.28674278,0.70436347,0.00023810437,0.007301511,0.0010510894,0.000008149908,0.0000995249,0.000019236022,0.00017617691],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977077,0.00032632027,0.00044306458,0.000362082,0.0004699605,0.0006908186],"domain_scores_gemma":[0.9983246,0.00041367335,0.00028131183,0.00035662652,0.00010103734,0.0005227636],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023904354,0.00019009523,0.00028087845,0.00024597032,0.0017720932,0.00083636586,0.00038713394,0.00018349709,0.00030614223],"category_scores_gemma":[0.000198016,0.00017177284,0.0000660647,0.00063172466,0.0001931535,0.0009956058,0.00013416412,0.0003784833,0.00004411221],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046180507,0.0001627034,0.044188153,0.000071367605,0.000016902522,0.0000019980437,0.22781356,0.0000010638017,0.0000013415884,0.0015360853,0.004545577,0.7216151],"study_design_scores_gemma":[0.001310015,0.00021657166,0.4547607,0.00046850793,0.0000476723,0.000012149615,0.20509382,0.000015148421,0.000002804432,0.00081786123,0.33659172,0.00066302205],"about_ca_topic_score_codex":0.0026001742,"about_ca_topic_score_gemma":0.05568631,"teacher_disagreement_score":0.72095203,"about_ca_system_score_codex":0.0002856909,"about_ca_system_score_gemma":0.00026900612,"threshold_uncertainty_score":0.99952745},"labels":[],"label_agreement":null},{"id":"W1904970715","doi":"10.1088/0963-6625/9/1/303","title":"What is scientific and technological culture and how is it measured? A multidimensional model","year":2000,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Institut National de la Recherche Scientifique","funders":"","keywords":"Sociology; Theme (computing); Scientific literature; Sociology of scientific knowledge; Social science; Epistemology; Political science; Computer science; Biology","score_opus":0.5649196279989956,"score_gpt":0.4116867703268896,"score_spread":0.15323285767210604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904970715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7315499,0.0017390765,0.0017014124,0.23489729,0.00031130807,0.0004259979,0.000027226495,0.00014117941,0.029206593],"genre_scores_gemma":[0.9868595,0.008731129,0.0011594908,0.00047930193,0.000011293453,0.0000036045228,0.0000018296233,0.0000028896336,0.00275094],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984517,0.0000502151,0.000099357065,0.00035575387,0.0007529204,0.00029003306],"domain_scores_gemma":[0.9993213,0.00005148037,0.00005981044,0.00022119054,0.00017583268,0.00017042684],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002005988,0.000081636856,0.00010429097,0.000209917,0.0025192597,0.0011685165,0.00035283674,0.00009825399,0.0004394138],"category_scores_gemma":[0.00017254984,0.00006916844,0.000023949966,0.00100301,0.010736283,0.0019101168,0.00012290422,0.00011496371,0.000003943673],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025754798,0.00022038595,0.0021844315,0.000047978436,0.0000150274445,8.649575e-7,0.50118566,0.000009369107,0.037156858,0.3845105,0.01005367,0.064589515],"study_design_scores_gemma":[0.0008255707,0.00008778596,0.0009095988,0.00029715232,0.000023711802,0.000014381048,0.736725,0.05163463,0.00066322734,0.04941003,0.15877812,0.0006308495],"about_ca_topic_score_codex":0.000022586712,"about_ca_topic_score_gemma":0.00015740126,"teacher_disagreement_score":0.33510044,"about_ca_system_score_codex":0.00019510432,"about_ca_system_score_gemma":0.00016545142,"threshold_uncertainty_score":0.9998684},"labels":[],"label_agreement":null},{"id":"W1906266351","doi":"","title":"Views of the Uncertainties of Climate Change: A Comparison of High School Students and Specialists.","year":2001,"lang":"en","type":"article","venue":"Canadian journal of environmental education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Uncertainty; Context (archaeology); Climate science; Action (physics); Environmental education; Sociology of scientific knowledge; Science education; School climate; Political science; Public relations; Sociology; Psychology; Pedagogy; Social science; Geography","score_opus":0.2725926970560487,"score_gpt":0.4370771323270607,"score_spread":0.16448443527101198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1906266351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951501,0.0013335377,7.501712e-7,0.0011995694,0.00034102576,0.00014660176,0.000023886252,4.8237314e-7,0.001804074],"genre_scores_gemma":[0.9910004,0.008646196,0.00004230585,0.00008274158,0.000121408804,0.0000024785168,0.0000054318994,0.0000036031227,0.000095407915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992013,0.00014188982,0.00031990607,0.00004356002,0.00020353452,0.0000897974],"domain_scores_gemma":[0.99918294,0.000022898796,0.0004930654,0.00012433883,0.000032721804,0.00014403649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000337518,0.000047033653,0.00014320597,0.000094597235,0.00014311266,0.0000136744,0.000248773,0.000038576833,0.000906636],"category_scores_gemma":[0.00005177661,0.000040518727,0.000044933484,0.00010135162,0.00035276698,0.00012565994,0.00002076362,0.0000737811,0.0000017070755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012868879,0.00012899695,0.9173794,0.000016615219,0.0000085289685,7.788303e-8,0.038684368,0.0000026022606,0.0005104726,0.00047019369,0.00024010782,0.042545814],"study_design_scores_gemma":[0.00012694595,0.000041278694,0.93261224,0.00010688919,0.00002291908,0.000002026705,0.04953196,0.0000013065608,0.000074111056,0.00016606924,0.017276483,0.000037789992],"about_ca_topic_score_codex":0.017780207,"about_ca_topic_score_gemma":0.08341047,"teacher_disagreement_score":0.065630265,"about_ca_system_score_codex":0.0002228354,"about_ca_system_score_gemma":0.00020944203,"threshold_uncertainty_score":0.99270284},"labels":[],"label_agreement":null},{"id":"W1909295783","doi":"10.22230/src.2014v5n1a147","title":"Science Communication: Editorial","year":2014,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; World Wide Web; Political science","score_opus":0.5546059662755112,"score_gpt":0.5582125359914931,"score_spread":0.0036065697159819443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1909295783","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1427964,0.003964349,0.00015434332,0.07000235,0.0024167644,0.00082625455,0.0000052027785,0.00028354343,0.7795508],"genre_scores_gemma":[0.9614735,0.03418001,0.0013225097,0.00015464656,0.0018365636,0.0000458498,0.000028555556,0.0000095562245,0.000948798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940128,0.0037342706,0.00020793386,0.00022161662,0.0014332739,0.00039013286],"domain_scores_gemma":[0.9943987,0.0011808741,0.00007227281,0.0017158872,0.0023819949,0.00025027132],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.030234236,0.000075221746,0.000100918274,0.00045682405,0.008581639,0.0020200028,0.0021438608,0.00015798082,0.00018310055],"category_scores_gemma":[0.006436632,0.00007637416,0.000026242296,0.0015214225,0.0040841294,0.002894139,0.0009506503,0.0011216876,0.00014979365],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003067068,0.00012518409,0.0016188119,0.000011716609,0.000004934846,4.0780392e-8,0.03634507,7.508615e-7,0.0022350422,0.8458923,0.013891271,0.0998442],"study_design_scores_gemma":[0.00026240092,0.000049581766,0.0060266154,0.00006958247,0.000002948492,5.1659134e-7,0.00904926,0.000111110574,0.00004176979,0.025065256,0.95921,0.000110999754],"about_ca_topic_score_codex":0.0018434617,"about_ca_topic_score_gemma":0.002520827,"teacher_disagreement_score":0.9453187,"about_ca_system_score_codex":0.00021786112,"about_ca_system_score_gemma":0.00037924136,"threshold_uncertainty_score":0.999016},"labels":[],"label_agreement":null},{"id":"W1915026358","doi":"10.1080/1943815x.2015.1017505","title":"Monitored versus experience-based perceptions of environmental change: evidence from coastal Tanzania","year":2015,"lang":"en","type":"article","venue":"Journal of Integrative Environmental Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Western University","funders":"Canada Research Chairs; University of Dar es Salaam","keywords":"Tanzania; Climate change; Multinomial logistic regression; Geography; Perception; Logistic regression; Global warming; Socioeconomics; Climatology; Psychology; Environmental planning; Ecology; Medicine; Statistics","score_opus":0.46526670777439616,"score_gpt":0.45038215693118216,"score_spread":0.014884550843213995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1915026358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99601567,0.00069881603,0.00019303833,0.0009891506,0.000627927,0.00016404882,0.00013059484,0.000007959672,0.0011728108],"genre_scores_gemma":[0.99489886,0.0028636523,0.0018053503,0.0000674545,0.00026603206,0.0000117844265,0.000011927539,0.0000060908037,0.00006886853],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9975907,0.0004764139,0.00043155332,0.00018320001,0.0011062754,0.00021185307],"domain_scores_gemma":[0.9986199,0.00040504328,0.00052963785,0.00015826983,0.000035597055,0.00025155448],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092169637,0.00015362624,0.00023980695,0.00013044421,0.0004184033,0.00006532471,0.0006981122,0.000081369115,0.0021055941],"category_scores_gemma":[0.0002631722,0.000114997456,0.00014737739,0.00021242964,0.00272157,0.0011041188,0.0000920789,0.00019841919,0.000040988016],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006545979,0.0007860402,0.5115188,0.0000028377385,0.000038572427,0.0000075281064,0.35361734,0.000070011934,0.1097183,0.000120360106,0.00051648595,0.022949148],"study_design_scores_gemma":[0.0009966025,0.0012780429,0.2051607,0.0001997219,0.000038763963,0.000003036799,0.7861608,0.00031413508,0.0029561599,0.00012808989,0.0025275436,0.00023640331],"about_ca_topic_score_codex":0.0016684851,"about_ca_topic_score_gemma":0.0011094618,"teacher_disagreement_score":0.43254346,"about_ca_system_score_codex":0.00049274124,"about_ca_system_score_gemma":0.00013897722,"threshold_uncertainty_score":0.99999243},"labels":[],"label_agreement":null},{"id":"W1917870926","doi":"10.22230/cjc.2003v28n1a1339","title":"Green Mail: The Social Construction of Environmental Issues through Letters to the Editor","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Douglas College","funders":"","keywords":"Articulation (sociology); Newspaper; Democracy; Extension (predicate logic); Process (computing); Political science; Perception; Public relations; Sociology; Politics; Media studies; Law; Computer science; Psychology","score_opus":0.16366611981760423,"score_gpt":0.37544874057880423,"score_spread":0.2117826207612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1917870926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53494185,0.0028340055,0.00029319775,0.43827412,0.0021711618,0.00049218716,0.000055209974,0.000009893041,0.020928357],"genre_scores_gemma":[0.9955689,0.0018588525,0.0006214462,0.0010792136,0.0007491749,0.0000039226093,0.000005802333,0.000005744204,0.00010697927],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856347,0.0008442984,0.00023747297,0.000037831847,0.0001956973,0.000121235156],"domain_scores_gemma":[0.9991402,0.00012222817,0.00024796854,0.0003276369,0.00007697576,0.00008498834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001081248,0.000050806026,0.000085169144,0.000052896536,0.0012317895,0.0000524972,0.0007140942,0.00004677998,0.000549873],"category_scores_gemma":[0.00012139923,0.00003721595,0.00006248085,0.00015595651,0.0005921475,0.00017830079,0.000017622753,0.00018352688,0.000017114038],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003009243,0.00005538857,0.009149639,0.00000821097,0.000080616075,7.42234e-7,0.6842699,0.000048096546,0.0021694868,0.10199424,0.15045148,0.051742118],"study_design_scores_gemma":[0.0000869974,0.000013631352,0.009041231,0.000015376361,0.000015440095,0.0000050602184,0.058771037,0.0000016101969,0.000038580714,0.0010822129,0.93088174,0.000047102956],"about_ca_topic_score_codex":0.015974186,"about_ca_topic_score_gemma":0.12906384,"teacher_disagreement_score":0.78043026,"about_ca_system_score_codex":0.00020570472,"about_ca_system_score_gemma":0.00018545576,"threshold_uncertainty_score":0.99057853},"labels":[],"label_agreement":null},{"id":"W1930086919","doi":"10.5931/djim.v11i0.5514","title":"The Effectiveness of Advocacy and Advertising: A Comparison between Veganism and Climate Change","year":2015,"lang":"en","type":"article","venue":"Dalhousie Journal of Interdisciplinary Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Climate change; Intellect; Politics; Environmental ethics; Sociology; Political science; Public relations; Ecology; Epistemology; Law","score_opus":0.23660733538724998,"score_gpt":0.447827181041974,"score_spread":0.21121984565472401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1930086919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97851545,0.0016108231,0.00022086382,0.0025514753,0.00029464296,0.00035934063,0.0000038200606,0.000012492166,0.016431088],"genre_scores_gemma":[0.99549603,0.004151361,0.00016175979,0.000019766165,0.00012916727,0.000007001105,0.0000022316456,0.000007612873,0.0000250478],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99855405,0.00058042014,0.0003528502,0.00008515796,0.00027717274,0.00015036459],"domain_scores_gemma":[0.9989467,0.00033144577,0.00031425463,0.00015244391,0.00013740173,0.000117725096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037757035,0.0000829523,0.00022019514,0.00010296541,0.00041133727,0.0000736953,0.00026691786,0.00003772566,0.000004574118],"category_scores_gemma":[0.000042554882,0.000060362894,0.000045778434,0.00011869914,0.0002670914,0.0002275866,0.0007657871,0.000119802884,0.0000019704878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017518693,0.0003329789,0.16915078,0.00073188817,0.0003228185,0.00003052528,0.31324008,0.000012882709,0.00012737614,0.018764572,0.0009021407,0.49463207],"study_design_scores_gemma":[0.0016342573,0.0008063853,0.8065679,0.0011393514,0.0001956581,0.00001458829,0.16986537,0.00012465732,0.00003407933,0.006550287,0.012866867,0.00020058338],"about_ca_topic_score_codex":0.00004320447,"about_ca_topic_score_gemma":0.00019883191,"teacher_disagreement_score":0.63741714,"about_ca_system_score_codex":0.000077181976,"about_ca_system_score_gemma":0.00001734088,"threshold_uncertainty_score":0.31637153},"labels":[],"label_agreement":null},{"id":"W1964871427","doi":"","title":"Crossing Borders, Crossing Boundaries: The Role of Scientists in the U.S. Acid Rain Debate","year":2000,"lang":"en","type":"book","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acid rain; Objectivity (philosophy); Politics; Political science; Science policy; Public administration; Law; Chemistry; Epistemology; Philosophy","score_opus":0.15903953544440377,"score_gpt":0.41826875007387987,"score_spread":0.2592292146294761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964871427","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032792862,0.0027279467,0.000020054506,0.0033632591,0.00020471211,0.0004094506,0.00003062737,0.000039801736,0.98992485],"genre_scores_gemma":[0.23386757,0.004154034,0.00030325062,0.0025184175,0.0005674206,0.000049717957,0.00027463184,0.00005287657,0.7582121],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799275,0.0005037463,0.0003618154,0.00021886623,0.0005982614,0.00032453606],"domain_scores_gemma":[0.99874127,0.00029324117,0.00021798733,0.0006102409,0.00009903587,0.000038203798],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0026744038,0.00016068568,0.00021053832,0.00011318573,0.007529562,0.0058785016,0.001198474,0.00024179116,0.0031901328],"category_scores_gemma":[0.00012870051,0.00010291066,0.00012236516,0.0003522775,0.008820677,0.00019782456,0.0001020315,0.00040508687,0.000049545568],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026133675,0.00006466461,0.00021352906,0.000032486347,0.000013233896,0.0000016383467,0.7742302,0.000004159167,0.0001544816,0.054627284,0.017739313,0.15289287],"study_design_scores_gemma":[0.00010355076,0.0000069971084,0.0002350397,0.00011774904,0.000010175969,0.0000012842496,0.019203404,0.000040886825,0.000007705882,0.012396328,0.9677489,0.00012797465],"about_ca_topic_score_codex":0.007500668,"about_ca_topic_score_gemma":0.0838311,"teacher_disagreement_score":0.9500096,"about_ca_system_score_codex":0.00025165651,"about_ca_system_score_gemma":0.0026152807,"threshold_uncertainty_score":0.9991085},"labels":[],"label_agreement":null},{"id":"W1964914450","doi":"10.1007/s10806-006-9027-4","title":"The Role of Science in Public Policy: Higher Reason, or Reason for Hire?","year":2007,"lang":"en","type":"article","venue":"Journal of Agricultural and Environmental Ethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; Wilfrid Laurier University","funders":"","keywords":"Realm; Position (finance); Process (computing); Science policy; Point (geometry); Public policy; Public sphere; Service (business); Sociology of scientific knowledge; Uncertainty; Political science; Sociology; Epistemology; Positive economics; Public relations; Law and economics; Economics; Law; Business; Social science; Computer science; Politics; Marketing; Mathematics; Philosophy","score_opus":0.23590761309315295,"score_gpt":0.40673408606657996,"score_spread":0.170826472973427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964914450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97418773,0.00077056023,0.0000026049177,0.022164872,0.00011267347,0.00009135958,0.0000045928546,0.0000023958464,0.002663194],"genre_scores_gemma":[0.97995347,0.019200416,0.00012221605,0.000110682224,0.00016483155,0.0000010943679,0.0000027631718,0.000001733207,0.000442774],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991078,0.000078961486,0.00022381866,0.000054656935,0.0003662291,0.00016853528],"domain_scores_gemma":[0.99913764,0.0004523428,0.00020830236,0.00005701057,0.000052067786,0.00009266201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030387114,0.000047974936,0.00007920596,0.000047872774,0.00064715394,0.000053206175,0.00024223246,0.000085528736,0.000025749685],"category_scores_gemma":[0.0003591756,0.00002310319,0.00003828499,0.00021320702,0.000989395,0.0002789379,0.000051024348,0.0002412411,8.596373e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064872083,0.0006938066,0.07389572,0.000049164348,0.00004217693,0.0000021392643,0.23943259,0.000015098839,0.17571124,0.13092083,0.0010105075,0.377578],"study_design_scores_gemma":[0.00021798623,0.0000899925,0.7933405,0.000031731564,0.00000576703,0.000009887691,0.08636814,0.0000027173717,0.0003260488,0.0015207179,0.11802638,0.00006013748],"about_ca_topic_score_codex":0.0002810443,"about_ca_topic_score_gemma":0.002728296,"teacher_disagreement_score":0.71944475,"about_ca_system_score_codex":0.00021004846,"about_ca_system_score_gemma":0.00007985199,"threshold_uncertainty_score":0.497745},"labels":[],"label_agreement":null},{"id":"W1965638471","doi":"10.1038/nbt0609-514","title":"Science communication reconsidered","year":2009,"lang":"en","type":"article","venue":"Nature Biotechnology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":474,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; CBC (Canada); Canadian Science Writers Association; University of Toronto; Public Health Ontario; Genome Canada; North American Construction Group (Canada); Health Canada; Stem Cell Network; Memorial University of Newfoundland; University of Calgary; University of Alberta","funders":"Johnson and Johnson","keywords":"Computational biology; Biology","score_opus":0.24859515746054633,"score_gpt":0.47567671288781516,"score_spread":0.22708155542726882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965638471","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2285246,0.0025983758,0.00006097792,0.40051678,0.00036725067,0.00031775844,0.000003679632,0.00093744387,0.36667314],"genre_scores_gemma":[0.98841393,0.006965196,0.0022033923,0.0020272946,0.000038214897,0.0000024516219,0.000007684055,0.0000025982765,0.0003392462],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992653,0.00008698935,0.00010385916,0.00016268183,0.00017042909,0.00021071006],"domain_scores_gemma":[0.99904335,0.000055491917,0.00006254667,0.00065981876,0.00013178533,0.00004702209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081267755,0.000054192304,0.000074682044,0.00034453996,0.00090336654,0.000051175524,0.00083135447,0.00065651746,0.00026374077],"category_scores_gemma":[0.00074164686,0.00005557442,0.00002311994,0.0011392868,0.0010744937,0.00017214652,0.000070148526,0.00058783113,0.00008182401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043125683,0.000036170375,0.00006579146,5.824632e-7,9.63603e-7,2.781817e-7,0.002183707,1.0084584e-7,0.018873673,0.76596224,0.0015619089,0.21131025],"study_design_scores_gemma":[0.0001727429,0.000061918785,0.0057970686,0.0000179527,0.000004305777,0.0000048666257,0.004199553,0.000028386848,0.0037814938,0.04330083,0.942476,0.00015491439],"about_ca_topic_score_codex":0.000074039424,"about_ca_topic_score_gemma":0.0009200381,"teacher_disagreement_score":0.94091403,"about_ca_system_score_codex":0.0001510976,"about_ca_system_score_gemma":0.00014565286,"threshold_uncertainty_score":0.6948056},"labels":[],"label_agreement":null},{"id":"W1968302607","doi":"10.2105/ajph.2004.049866","title":"Diabetes Portrayals in North American Print Media: A Qualitative and Quantitative Analysis","year":2005,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Université de Montréal","keywords":"Seriousness; Newspaper; Public health; Qualitative research; Qualitative analysis; Social issues; Public relations; Medicine; Political science; Criminology; Psychology; Sociology; Media studies; Social science; Law; Nursing","score_opus":0.4398396233896878,"score_gpt":0.5295371880234389,"score_spread":0.08969756463375106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968302607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91551304,0.00028055502,0.00040083705,0.08327621,0.00002402876,0.00008253065,0.000013545997,0.000010273079,0.00039899562],"genre_scores_gemma":[0.9843863,0.008391422,0.005376975,0.001732769,0.000083564795,0.0000049410423,0.000010444624,0.000006345551,0.000007196705],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9954922,0.0029478003,0.0006494502,0.00013187097,0.00039337703,0.00038528518],"domain_scores_gemma":[0.9968385,0.0010324226,0.0012166332,0.00013907149,0.0002941533,0.00047918127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006683477,0.000092558716,0.00056010083,0.0007112843,0.00018990875,0.000066820496,0.00023353669,0.000015194224,0.00008163354],"category_scores_gemma":[0.0010555827,0.00008337817,0.00009322251,0.0030583052,0.0010841001,0.00035450072,0.000030674408,0.00025438087,0.000003832542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000059157414,0.00008758221,0.25845888,0.0000028438699,0.0000703082,4.6806497e-7,0.43190184,0.00000799003,0.0000015506779,0.00092901435,0.00003466101,0.30849895],"study_design_scores_gemma":[0.0001304204,0.00028410752,0.6033624,0.000008338974,0.000015869275,5.445315e-7,0.38896433,0.00009654811,1.4873427e-7,0.000038624486,0.0070200963,0.00007859306],"about_ca_topic_score_codex":0.0086186305,"about_ca_topic_score_gemma":0.24272674,"teacher_disagreement_score":0.3449035,"about_ca_system_score_codex":0.00039742692,"about_ca_system_score_gemma":0.00056378735,"threshold_uncertainty_score":0.99798304},"labels":[],"label_agreement":null},{"id":"W1969454488","doi":"10.1080/09669582.2014.953544","title":"On climate change skepticism and denial in tourism","year":2014,"lang":"en","type":"article","venue":"Journal of Sustainable Tourism","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Skepticism; Denial; Climate change; Tourism; Environmental resource management; Environmental ethics; Political science; Psychology; Epistemology; Economics; Philosophy; Ecology","score_opus":0.14614269706399602,"score_gpt":0.3886139271293662,"score_spread":0.2424712300653702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969454488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9361681,0.00039206658,0.00006862306,0.013289122,0.00026785527,0.0002518567,0.0000012289006,0.000018851168,0.049542345],"genre_scores_gemma":[0.9903086,0.006595568,0.00023642462,0.00076678523,0.0010273579,0.0000083948435,0.0000010792432,0.000012067603,0.0010437435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985041,0.00036754506,0.00032521426,0.000097369455,0.00031185677,0.00039392812],"domain_scores_gemma":[0.9989689,0.00026507507,0.00025536816,0.00014747102,0.00020955098,0.00015363307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024179257,0.000095809184,0.00021319596,0.00033695003,0.00033658394,0.00010468197,0.00023518862,0.00012573303,0.0002016988],"category_scores_gemma":[0.00046350987,0.00008848335,0.0000590223,0.00021957219,0.00011433147,0.00042314862,0.00007408373,0.00031603104,0.000014017926],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006932137,0.00079152326,0.0074407053,0.00027208944,0.000032534903,0.00073284894,0.2100823,0.00005300916,0.00020677666,0.5627012,0.026413985,0.19057979],"study_design_scores_gemma":[0.003930562,0.001001317,0.057676177,0.0004739837,0.00005516341,0.000050701627,0.1618131,0.0003450103,0.00002755684,0.10062778,0.67341816,0.0005804869],"about_ca_topic_score_codex":0.00090822886,"about_ca_topic_score_gemma":0.00047429293,"teacher_disagreement_score":0.6470042,"about_ca_system_score_codex":0.00021970354,"about_ca_system_score_gemma":0.000047084308,"threshold_uncertainty_score":0.3608246},"labels":[],"label_agreement":null},{"id":"W1969456350","doi":"10.1136/bmj.d8164","title":"Influence of medical journal press releases on the quality of associated newspaper coverage: retrospective cohort study","year":2012,"lang":"en","type":"article","venue":"BMJ","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"National Cancer Institute","keywords":"Newspaper; Medicine; Lexis; Family medicine; Media studies; Sociology","score_opus":0.3626388164722792,"score_gpt":0.5120168095925883,"score_spread":0.14937799312030914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969456350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764674,0.000048323356,0.0000016821607,0.003493062,0.000090603564,0.00038227366,0.000009967021,0.000010280548,0.019496456],"genre_scores_gemma":[0.99842894,0.0010247049,0.0000021924557,0.00020917218,0.00013995623,0.000015271684,0.0000021054523,0.0000031884863,0.00017447815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964879,0.0017649815,0.0003345608,0.000058482914,0.0012273807,0.00012670335],"domain_scores_gemma":[0.9983155,0.00068615365,0.00039502422,0.00024048035,0.00028357853,0.0000792217],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.008572306,0.000047995527,0.00016012654,0.000018282748,0.0002546855,0.000019154788,0.0003608045,0.000078281984,0.0009294578],"category_scores_gemma":[0.008210913,0.000033140226,0.000050343195,0.00013592011,0.0002050842,0.00012665139,0.000063606836,0.00021791815,0.0000072787143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002349991,0.00048136193,0.96715075,0.0000022651905,0.00003109383,1.2399565e-7,0.026337987,0.0000070379315,0.00003884726,0.0030439596,0.002573444,0.0003096382],"study_design_scores_gemma":[0.00017061351,0.00004714504,0.9904734,0.00003069924,0.000012452976,2.445651e-7,0.007825765,0.000002718746,0.000008780906,0.000121747136,0.0012668086,0.00003960817],"about_ca_topic_score_codex":0.006128176,"about_ca_topic_score_gemma":0.002894897,"teacher_disagreement_score":0.023322675,"about_ca_system_score_codex":0.00011865254,"about_ca_system_score_gemma":0.00007836205,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W1970902164","doi":"10.1037/a0023220","title":"Psychology's contributions to understanding and addressing global climate change.","year":2011,"lang":"en","type":"article","venue":"American Psychologist","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":473,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climate change; Psychology; Interpersonal communication; Context (archaeology); Political economy of climate change; Global warming; Adaptation (eye); Environmental ethics; Social psychology; Ecology; Geography","score_opus":0.8170496026485626,"score_gpt":0.595113624888304,"score_spread":0.22193597776025864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970902164","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13434531,0.00035764134,0.007850165,0.06219,0.0008611278,0.0007720944,0.00035033582,0.00047981297,0.7927935],"genre_scores_gemma":[0.9878467,0.0037462774,0.0012060129,0.006972508,0.00014228297,0.000053714393,0.000010937889,0.0000071007375,0.000014498778],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998811,0.00026674382,0.00015362912,0.0002662694,0.00011316146,0.000389199],"domain_scores_gemma":[0.9992811,0.000047275145,0.00011051327,0.00030303956,0.000047381287,0.00021066239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053155125,0.00009897078,0.0001500073,0.000064863765,0.0007377154,0.000057287907,0.00024563746,0.00006605639,0.00032321014],"category_scores_gemma":[0.000113285954,0.00010239665,0.00003502622,0.0005386427,0.0013807626,0.00012396385,0.00007393106,0.00010317225,0.00011541529],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022399906,0.00029241302,0.1902761,0.000007231752,0.000027158578,0.000008919074,0.06114393,7.7930224e-8,0.000141635,0.53098696,0.007344141,0.20954743],"study_design_scores_gemma":[0.0006356193,0.00036754436,0.8516738,0.00007754084,0.000033156484,0.000014949463,0.07114253,0.000006265308,0.0000022354523,0.019827913,0.055732716,0.00048571528],"about_ca_topic_score_codex":0.0033067781,"about_ca_topic_score_gemma":0.005663173,"teacher_disagreement_score":0.8535014,"about_ca_system_score_codex":0.00022256117,"about_ca_system_score_gemma":0.000012606437,"threshold_uncertainty_score":0.5673985},"labels":[],"label_agreement":null},{"id":"W1977507316","doi":"10.4018/jte.2011010105","title":"Technoethics and the State of Science and Technology Studies (STS) in Canada","year":2011,"lang":"en","type":"article","venue":"International Journal of Technoethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Globe; Engineering ethics; Curriculum; Political science; Leverage (statistics); State (computer science); Public relations; Social science; Sociology; Engineering; Psychology; Law; Computer science","score_opus":0.43038538319147346,"score_gpt":0.47255640140550986,"score_spread":0.042171018214036404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977507316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8699305,0.05852129,0.00012764218,0.0671689,0.00082884415,0.00035319393,0.000012411949,0.000034895158,0.003022332],"genre_scores_gemma":[0.7565413,0.24272937,0.00060460455,0.000102963415,0.000009484336,0.0000023875696,5.6548046e-8,0.000002294533,0.000007497634],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987435,0.00007293205,0.00035148746,0.00007041093,0.00066235114,0.0000993203],"domain_scores_gemma":[0.9973989,0.0003801087,0.00034573418,0.00011531055,0.0017305363,0.000029406317],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004027858,0.00005321366,0.00016643567,0.0004760724,0.00016733889,0.000019002498,0.00080993975,0.00006347701,0.0000067504575],"category_scores_gemma":[0.0034173934,0.000037586928,0.000015097282,0.0006270338,0.0058247005,0.00016449814,0.0002574074,0.00048419207,1.8933477e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009513891,0.00005187245,0.008667264,0.000046352783,0.0000786825,0.00001883335,0.09507131,0.0000017918184,0.0003054575,0.37750053,0.000037287595,0.5181255],"study_design_scores_gemma":[0.0022839536,0.00012710998,0.003973984,0.001433635,0.000062390485,0.00019725908,0.3230982,0.00023299195,0.0018971368,0.62636924,0.039988965,0.00033512808],"about_ca_topic_score_codex":0.14259419,"about_ca_topic_score_gemma":0.70309854,"teacher_disagreement_score":0.5605043,"about_ca_system_score_codex":0.00038133314,"about_ca_system_score_gemma":0.0013493809,"threshold_uncertainty_score":0.9968809},"labels":[],"label_agreement":null},{"id":"W1977919203","doi":"10.1162/posc.2010.18.2.189","title":"Public Participation in the Making of Science Policy","year":2010,"lang":"en","type":"article","venue":"Perspectives on Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Individualism; Normative; Politics; Democracy; Sociology; Identity (music); Deliberative democracy; Analogy; Liberal democracy; Public policy; Epistemology; Political philosophy; Political science; Public administration; Law and economics; Law; Philosophy","score_opus":0.5776520493113474,"score_gpt":0.5664962036292851,"score_spread":0.011155845682062293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977919203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7504119,0.000009886014,0.000017300059,0.020168418,0.00010394051,0.00012356373,9.585664e-7,0.000015081588,0.22914895],"genre_scores_gemma":[0.9992806,0.00010491984,0.00017579901,0.000319762,0.0000806105,0.00001370931,1.6501048e-7,0.0000017198403,0.00002275815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99845093,0.000117730306,0.00011506238,0.00021375314,0.0008110647,0.00029143138],"domain_scores_gemma":[0.9990102,0.00012695696,0.000080249156,0.0003995469,0.00034296914,0.000040061946],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0054896185,0.000044472767,0.000053532392,0.0005448195,0.0012209389,0.00021542693,0.0013002317,0.00002303227,0.00012241089],"category_scores_gemma":[0.00484298,0.00003357462,0.000019780045,0.0041838046,0.00816945,0.0007070972,0.00007639543,0.00016865715,0.000017443981],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021230846,0.00009066091,0.0035108528,6.432924e-7,1.474e-7,5.803361e-8,0.35269177,0.0000016352301,0.015354482,0.6187817,0.000004811773,0.009561122],"study_design_scores_gemma":[0.0001195875,0.00004697867,0.5307837,0.000015136319,0.000001369275,7.3217893e-7,0.45732203,0.00047698838,0.00031333632,0.0057803653,0.0050271126,0.000112652866],"about_ca_topic_score_codex":0.0006077783,"about_ca_topic_score_gemma":0.004765461,"teacher_disagreement_score":0.6130013,"about_ca_system_score_codex":0.00019703925,"about_ca_system_score_gemma":0.0006731277,"threshold_uncertainty_score":0.9945297},"labels":[],"label_agreement":null},{"id":"W1978153266","doi":"10.1063/1.1583526","title":"Canada Catalyzes Research and Recruitment","year":2003,"lang":"en","type":"article","venue":"Physics Today","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observatory; Lag time; Lag; Business; Political science; Physics; Astrophysics; Computer science; Biology; Operating system","score_opus":0.8059754997632433,"score_gpt":0.5373366145125958,"score_spread":0.2686388852506475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978153266","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2835136,0.0005457208,0.000029135417,0.012471788,0.0003121542,0.000555998,0.000021658847,0.00003688201,0.70251304],"genre_scores_gemma":[0.9953734,0.0017847375,0.000052353196,0.00015035423,0.000082857674,0.000031869917,0.000011343478,0.0000037581137,0.0025092813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992742,0.0002274888,0.000047108086,0.00007967609,0.00022193883,0.00014956559],"domain_scores_gemma":[0.99954736,0.00014187642,0.000013473614,0.00014842095,0.000084045634,0.00006479406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005640298,0.00003035317,0.000041100324,0.000011064003,0.00052068057,0.000038092738,0.000087264474,0.000017636026,0.00020080431],"category_scores_gemma":[0.000071709066,0.000030591254,0.000006692668,0.00015275784,0.00012145999,0.000056294433,0.000024646073,0.000079165664,0.000018751223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004722672,0.000113139904,0.005089758,0.00001434565,0.000010022742,0.0000011340419,0.041516297,0.0000015616756,0.0007810938,0.8370653,0.038926024,0.07647662],"study_design_scores_gemma":[0.000053755815,0.0000076174756,0.0010172988,0.000006127681,0.0000011494285,1.0040909e-7,0.0060756663,0.000003526027,0.00025215695,0.0149307,0.9776008,0.000051072508],"about_ca_topic_score_codex":0.6771991,"about_ca_topic_score_gemma":0.9059063,"teacher_disagreement_score":0.9386748,"about_ca_system_score_codex":0.00016134576,"about_ca_system_score_gemma":0.00028328545,"threshold_uncertainty_score":0.40047064},"labels":[],"label_agreement":null},{"id":"W1979746235","doi":"10.1016/j.gloenvcha.2012.10.008","title":"Climate change prediction: Erring on the side of least drama?","year":2012,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":427,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Princeton University; National Science Foundation","keywords":"Climate change; Skepticism; Objectivity (philosophy); Moderation; Downscaling; Ozone depletion; Rationality; Greenhouse gas; Climate model; Global warming; Drama; Climatology; Environmental science; Psychology; Political science; Epistemology; Social psychology; Geology; Law; Philosophy","score_opus":0.4433702200194951,"score_gpt":0.38843004380207374,"score_spread":0.054940176217421366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979746235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84922147,0.0010793989,0.000003449138,0.005483506,0.00071297487,0.0007546485,0.00066295115,0.000082810875,0.14199881],"genre_scores_gemma":[0.9919505,0.0057805995,0.0000151242675,0.0010895786,0.0009189353,0.00012917072,0.000057021574,0.000008039783,0.000051030373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884856,0.00018086736,0.000147187,0.00011761483,0.0003488647,0.00035691026],"domain_scores_gemma":[0.9994558,0.0000431615,0.0000969569,0.00028320312,0.0000044577378,0.00011639469],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004730997,0.00010634703,0.00009813916,0.000020766889,0.00045912218,0.000019342613,0.00024268049,0.00008308759,0.0015990312],"category_scores_gemma":[0.000015985242,0.00008824929,0.00006987668,0.000118124364,0.00027651904,0.00030997986,0.00015104434,0.0000919876,0.0004477873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010510448,0.0010043508,0.62780476,0.000046018744,0.000034768258,0.0000013015015,0.122014835,0.0000014543225,0.0009699409,0.06849968,0.0009949474,0.17852284],"study_design_scores_gemma":[0.00022742643,0.00006458213,0.84617865,0.00007294966,0.000024227238,0.0000028639756,0.023244705,0.00003358702,0.000054991964,0.00010224573,0.12982675,0.00016702437],"about_ca_topic_score_codex":0.000593668,"about_ca_topic_score_gemma":0.0004538143,"teacher_disagreement_score":0.21837388,"about_ca_system_score_codex":0.00030808788,"about_ca_system_score_gemma":0.0000032697908,"threshold_uncertainty_score":0.99931365},"labels":[],"label_agreement":null},{"id":"W1981698335","doi":"10.2190/tw.40.2.c","title":"Coverage of Team Science by Public Information Officers: Content Analysis of Press Releases about the National Science Foundation Science and Technology Centers","year":2010,"lang":"en","type":"article","venue":"Journal of Technical Writing and Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Agency (philosophy); Diversity (politics); Political science; Library science; Information center; Quarter (Canadian coin); Content analysis; Institution; Public relations; Public administration; Sociology; Social science; Educational research; Law","score_opus":0.2154153762019659,"score_gpt":0.4201955527165455,"score_spread":0.2047801765145796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981698335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822684,0.00026555132,0.00024035168,0.007117153,0.00004714829,0.0001759955,0.000011698911,0.000019871788,0.009853829],"genre_scores_gemma":[0.9941787,0.004891927,0.00081620703,0.00008683445,0.000010075185,0.0000048603742,0.000005736956,0.0000017516746,0.000003915435],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9978874,0.0000984733,0.000602412,0.00010127908,0.0011541904,0.0001562693],"domain_scores_gemma":[0.99374217,0.0003625162,0.0010205486,0.0003383076,0.0044504213,0.00008603607],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0092195505,0.000060415034,0.00016317783,0.0009329291,0.0013779277,0.0003019018,0.0013386859,0.00006573967,0.000009391094],"category_scores_gemma":[0.0067044483,0.00004824795,0.000037323596,0.0031931757,0.008645498,0.0020503472,0.0003380786,0.00032342016,2.0117037e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049704515,0.0003242866,0.025489518,0.000033080247,0.00004747418,3.0203008e-8,0.0055942843,0.000018783274,0.5762278,0.20305069,0.00017109104,0.18899326],"study_design_scores_gemma":[0.0031125427,0.0009560921,0.75986403,0.0009492332,0.0008315261,0.000092534305,0.08915787,0.023105226,0.024127048,0.0070108194,0.0898261,0.0009669944],"about_ca_topic_score_codex":0.00025537625,"about_ca_topic_score_gemma":0.00023999994,"teacher_disagreement_score":0.7343745,"about_ca_system_score_codex":0.00018594677,"about_ca_system_score_gemma":0.00066401844,"threshold_uncertainty_score":0.99992216},"labels":[],"label_agreement":null},{"id":"W1982348662","doi":"10.1007/s002670010181","title":"Print Media Framing of the Environmental Movement in a Canadian Forestry Debate","year":2001,"lang":"en","type":"article","venue":"Environmental Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Newspaper; Framing (construction); Print media; Environmental movement; Alliance; Government (linguistics); Environmentalism; Media coverage; Political science; Forest management; Sociology; Geography; Media studies; Forestry; Politics; Law","score_opus":0.0929953361712684,"score_gpt":0.3076594801443066,"score_spread":0.2146641439730382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982348662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96976054,0.00010251908,0.000008130856,0.0012577717,0.00012897963,0.00045318398,0.000015700525,0.000008167684,0.028265009],"genre_scores_gemma":[0.99364394,0.0048202365,0.00008965709,0.0004705627,0.000026796177,0.000043331263,0.000025431445,0.000008498231,0.00087153405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989333,0.000109528366,0.00019272952,0.0001498773,0.0003165787,0.00029794828],"domain_scores_gemma":[0.999486,0.000020386025,0.000064437205,0.00031646024,6.159862e-7,0.00011209557],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033500048,0.000087026696,0.000076538374,0.00008124108,0.00023796645,0.000016101072,0.00036257834,0.000047261048,0.0021399253],"category_scores_gemma":[0.0000054269094,0.00007984148,0.000049300183,0.00009684207,0.00020934011,0.000075422504,0.00022202168,0.00009337239,0.00006518287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010677213,0.00027177276,0.91316634,0.000011536178,0.00002059428,0.0000138138785,0.0239524,0.00013163169,0.0008200174,0.0036236856,0.00011439306,0.057863113],"study_design_scores_gemma":[0.00022612835,0.000007105992,0.8950207,0.000024165129,0.000008033933,3.2812792e-7,0.018253705,0.00008402823,0.00006007367,0.00039690404,0.08582387,0.00009494775],"about_ca_topic_score_codex":0.06532152,"about_ca_topic_score_gemma":0.37548733,"teacher_disagreement_score":0.3101658,"about_ca_system_score_codex":0.0009968347,"about_ca_system_score_gemma":0.000012029353,"threshold_uncertainty_score":0.99877226},"labels":[],"label_agreement":null},{"id":"W1982605792","doi":"10.1075/ssol.1.1.18cup","title":"The future of an allusion","year":2011,"lang":"en","type":"article","venue":"Scientific Study of Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Narrative; Everyday life; Allusion; Natural (archaeology); Set (abstract data type); Epistemology; Empirical research; Space (punctuation); Psychology; Aesthetics; Computer science; Art; History; Literature; Philosophy","score_opus":0.3310645305736984,"score_gpt":0.4292995063454689,"score_spread":0.09823497577177048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982605792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816676,0.00087448675,7.109775e-7,0.0002561677,0.0012789542,0.00026576204,0.00001161206,0.000017059503,0.01562769],"genre_scores_gemma":[0.99759644,0.00029344036,0.00009983153,0.000012540547,0.000110712106,0.0000054710185,0.000016074433,0.000002999656,0.0018624926],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99891204,0.00032497811,0.00016523624,0.00013749005,0.00035119412,0.00010906776],"domain_scores_gemma":[0.9989619,0.000036178302,0.00011667988,0.0005287467,0.00031131576,0.000045150293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001444613,0.000048878846,0.000074581025,0.00006292273,0.0010801216,0.00011596068,0.0005580545,0.00005586459,0.0002553013],"category_scores_gemma":[0.000032401058,0.000031845637,0.000034495926,0.0005991274,0.0003450477,0.00017532079,0.00007259581,0.00009085912,0.0000046478517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032620123,0.0005298512,0.0017658394,0.000006263264,0.0000056016593,3.7393497e-7,0.9548284,9.486664e-8,0.00093671755,0.0056543606,0.0009484685,0.035291433],"study_design_scores_gemma":[0.00039087085,0.00030233132,0.072509095,0.000058780835,0.000017365424,5.145718e-7,0.67194396,0.000017268387,0.00015374683,0.0024124025,0.2520728,0.000120844255],"about_ca_topic_score_codex":0.00016442964,"about_ca_topic_score_gemma":0.008355195,"teacher_disagreement_score":0.2828844,"about_ca_system_score_codex":0.000010792998,"about_ca_system_score_gemma":0.000026455522,"threshold_uncertainty_score":0.83075315},"labels":[],"label_agreement":null},{"id":"W1982998307","doi":"10.1016/j.envsci.2009.01.004","title":"Noisy and definitely not normal: responding to wicked issues in the environment, energy and health","year":2009,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":222,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Framing (construction); Thematic analysis; Political science; Politics; Citizen journalism; Public relations; Empirical evidence; European union; Sociology; Economics; Qualitative research; Law; Epistemology; Social science","score_opus":0.22954411161617116,"score_gpt":0.4434564683896294,"score_spread":0.2139123567734582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982998307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9138582,0.00025643306,0.000009372209,0.07744489,0.000016965932,0.00016233914,0.000006541895,0.000013614772,0.008231696],"genre_scores_gemma":[0.97760206,0.009224451,0.00020811959,0.012443657,0.00006910201,0.000009314645,0.000004082388,0.0000035870542,0.00043563254],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986548,0.00019356883,0.00014794366,0.00024255188,0.0003902264,0.0003709406],"domain_scores_gemma":[0.999479,0.000051873052,0.000052103343,0.00022155611,0.0000012590127,0.00019421929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016026803,0.00008872445,0.00009001909,0.00033104653,0.001004059,0.00012077416,0.0003718888,0.000032332704,0.00009764082],"category_scores_gemma":[0.000044628217,0.000075813994,0.000013957717,0.00057156524,0.0010476477,0.00032118947,0.00013106446,0.00006996687,0.000025016756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031515727,0.00021388072,0.02946651,0.0000030115414,0.0000014045664,0.0000021960052,0.46375617,0.000014939772,0.033210814,0.11805192,0.00038245975,0.35486516],"study_design_scores_gemma":[0.00017746314,0.00014417828,0.770038,0.000013533839,0.0000014296361,0.0000036372446,0.028099058,0.00003063988,0.00014475246,0.0008092798,0.20037976,0.00015825691],"about_ca_topic_score_codex":0.005049326,"about_ca_topic_score_gemma":0.001522008,"teacher_disagreement_score":0.7405715,"about_ca_system_score_codex":0.00034147644,"about_ca_system_score_gemma":0.00004178294,"threshold_uncertainty_score":0.7722512},"labels":[],"label_agreement":null},{"id":"W1984233276","doi":"10.1177/0963662506076138","title":"Accounting for expertise: Wynne and the autonomy of the lay public actor","year":2007,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociology; Epistemology; Reflexivity; Ambivalence; Autonomy; Modernity; Late modernity; Social science; Social psychology; Political science; Law; Psychology","score_opus":0.6134299573489076,"score_gpt":0.44679511623572876,"score_spread":0.16663484111317883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984233276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59629303,0.0004494559,0.048770946,0.17400698,0.0010560693,0.0014952009,0.0000145430395,0.000088039895,0.17782575],"genre_scores_gemma":[0.9992501,0.00015861377,0.00024291409,0.00017262172,0.00004525011,0.000008090362,5.650412e-7,0.000003380108,0.00011845146],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988366,0.000073370036,0.00021346389,0.00013337759,0.00043396596,0.0003092248],"domain_scores_gemma":[0.9985239,0.00070130447,0.00023276886,0.0002558113,0.00021332472,0.00007292945],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008095298,0.000053070537,0.000099528195,0.00013772341,0.0020315733,0.00024008665,0.000836769,0.000038063237,0.0000684503],"category_scores_gemma":[0.0017784364,0.000032505155,0.000049664322,0.0009973745,0.007208528,0.0006779556,0.00017899825,0.00006788415,3.192425e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011823467,0.00002343932,0.0064777173,0.000013049996,0.000004123838,8.831991e-9,0.07419428,2.3009973e-7,0.0021781211,0.9098951,0.00007966703,0.0071224268],"study_design_scores_gemma":[0.0026893634,0.00006111342,0.042116553,0.0001451167,0.000027224882,0.0000027727951,0.76184535,0.002417191,0.00132043,0.050536957,0.13843746,0.00040048247],"about_ca_topic_score_codex":0.0002195911,"about_ca_topic_score_gemma":0.0011334475,"teacher_disagreement_score":0.85935813,"about_ca_system_score_codex":0.0004119262,"about_ca_system_score_gemma":0.0004079081,"threshold_uncertainty_score":0.99926764},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W1984500656","doi":"10.1177/0963662508091806","title":"Analysis of an innovative survey platform: comparison of the public’s responses to human health and salmon genomics surveys","year":2008,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nerd; Genomics; Public health; Data science; Medicine; Computer science; Biology; Genome; Pathology; Genetics","score_opus":0.7890295842147376,"score_gpt":0.5099727285029798,"score_spread":0.27905685571175776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984500656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947547,0.00002967111,0.0012382562,0.0021839887,0.000056006094,0.00017643985,0.00006177458,0.000011839691,0.0014873242],"genre_scores_gemma":[0.99953634,0.0001707173,0.00016905816,0.000066817476,0.0000051950406,0.0000016197608,0.000023350081,0.0000034356942,0.000023496606],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742967,0.000986494,0.00044765032,0.00020434713,0.0006681476,0.00026370471],"domain_scores_gemma":[0.9978527,0.00042356394,0.00051340804,0.0003865844,0.000634137,0.00018959766],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013173421,0.00007045651,0.00029924532,0.0009692886,0.0017855462,0.00007957197,0.0008129115,0.000040711107,0.00003147831],"category_scores_gemma":[0.0016844213,0.000059742593,0.000035408833,0.008792624,0.0043092538,0.0006121091,0.00020821692,0.00008660158,1.680404e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012685488,0.00010375115,0.83441275,0.0000072719527,0.000022132448,1.8431926e-8,0.14161181,0.0000074011627,0.0011768162,0.021624142,0.000025999434,0.0009951906],"study_design_scores_gemma":[0.00009034069,0.00010692837,0.9183501,0.00001009307,0.0000057212333,2.0671678e-7,0.080497816,0.00043054039,0.00008255923,0.00020130508,0.0001554173,0.00006897547],"about_ca_topic_score_codex":0.0069438973,"about_ca_topic_score_gemma":0.074991524,"teacher_disagreement_score":0.083937325,"about_ca_system_score_codex":0.000543859,"about_ca_system_score_gemma":0.0010202812,"threshold_uncertainty_score":0.99966896},"labels":[],"label_agreement":null},{"id":"W1986197723","doi":"10.1371/journal.pone.0093609","title":"A Community of Curious Souls: An Analysis of Commenting Behavior on TED Talks Videos","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Joint Information Systems Committee; National Science Foundation","keywords":"Entertainment; The Internet; Dissemination; Content analysis; Order (exchange); Phenomenon; Media studies; Internet privacy; Psychology; Advertising; Multimedia; World Wide Web; Sociology; Computer science; Social science; Visual arts; Art; Telecommunications","score_opus":0.6514474093479299,"score_gpt":0.46106578404820114,"score_spread":0.19038162529972874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986197723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919162,0.000008728925,0.000014892112,0.00048183024,0.000009052725,0.00014861235,0.00002915619,0.000036154623,0.0073553817],"genre_scores_gemma":[0.99922585,0.00012094791,0.0002503752,0.00017050172,0.000019468038,0.000016790433,0.00013003376,0.000005534038,0.000060482696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982746,0.0010306507,0.0002265483,0.00006817084,0.00029273858,0.00010727107],"domain_scores_gemma":[0.9987777,0.00027618563,0.00020701112,0.00052405783,0.00015980698,0.000055251123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011467193,0.00005479718,0.00024492756,0.00017675897,0.00036148066,0.000016597756,0.00034638864,0.00006207962,0.0005444359],"category_scores_gemma":[0.00028208503,0.000058568807,0.000072309966,0.00046598018,0.00016679645,0.00007380832,0.00006591073,0.00015568112,0.0000066573903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007804521,0.02305213,0.53901905,0.00015314647,0.0008611932,2.0326392e-7,0.29784408,0.000027229136,0.104328685,0.0040305904,0.000069821705,0.030535828],"study_design_scores_gemma":[0.0009443335,0.00073538267,0.9091385,0.00037762136,0.0041375635,6.042917e-8,0.06774137,0.009139583,0.0058951713,0.00040530204,0.0010673411,0.00041774803],"about_ca_topic_score_codex":0.010442526,"about_ca_topic_score_gemma":0.025378797,"teacher_disagreement_score":0.37011948,"about_ca_system_score_codex":0.000040979256,"about_ca_system_score_gemma":0.0000101527385,"threshold_uncertainty_score":0.99614704},"labels":[],"label_agreement":null},{"id":"W1988181312","doi":"10.1177/0306312712462461","title":"The good, the bad and the perfect: Criticizing engagement practice","year":2012,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Copenhagen Business School","keywords":"Criticism; Democracy; Sociology; Politics; Epistemology; Dichotomy; The arts; Product (mathematics); Public engagement; Public relations; Political science; Law; Philosophy","score_opus":0.5886369683152234,"score_gpt":0.5539501885370256,"score_spread":0.034686779778197785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988181312","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23771909,0.02916001,0.00001161344,0.37671453,0.0014353357,0.0010722403,0.0000029912924,0.000041165706,0.35384303],"genre_scores_gemma":[0.96443516,0.03426537,0.000043927397,0.0007556731,0.00028257174,0.000044582,7.672987e-8,0.000001917229,0.00017071348],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99830496,0.0007440375,0.000121980636,0.0000763817,0.00048163862,0.0002709998],"domain_scores_gemma":[0.99599844,0.0034213553,0.00010860655,0.00014610843,0.0002954336,0.00003004947],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.014832921,0.0000481399,0.000077751,0.000012072636,0.01796594,0.00012346233,0.00052813924,0.000016484735,0.000013001669],"category_scores_gemma":[0.005629413,0.000022470966,0.000032793658,0.0003746131,0.016992752,0.00036094143,0.00037106857,0.00013173842,0.0000060892858],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009235023,0.000015620217,0.0005214202,0.0000029833373,0.0000115302,1.2982959e-8,0.61397296,7.6257045e-8,0.00007194213,0.35917237,0.000572684,0.025649149],"study_design_scores_gemma":[0.00008153906,0.0000061578803,0.00743427,0.000005474583,0.000021610726,1.9331927e-7,0.75362206,0.0000039187435,0.000007575727,0.001111648,0.2376716,0.000033934022],"about_ca_topic_score_codex":0.00070827437,"about_ca_topic_score_gemma":0.0007952016,"teacher_disagreement_score":0.7267161,"about_ca_system_score_codex":0.00008059043,"about_ca_system_score_gemma":0.00004318112,"threshold_uncertainty_score":0.9856824},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1989008712","doi":"10.1029/2004eo250008","title":"Apsell receives 2004 Robert C. Cowen Award for Sustained Achievement in Science Journalism","year":2004,"lang":"en","type":"article","venue":"Eos","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ceremony; Journalism; Art; Engineering physics; Art history; Sociology; Media studies; Engineering; Philosophy; Theology","score_opus":0.2163844859329338,"score_gpt":0.4428899977120449,"score_spread":0.2265055117791111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989008712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8281999,0.00048912683,0.0016614492,0.111588754,0.00078971847,0.0014692938,0.00001785974,0.00012224766,0.05566162],"genre_scores_gemma":[0.99553853,0.0013510258,0.0010920721,0.0005660835,0.00014908004,0.000042721404,0.000011213909,0.0000066539924,0.0012426212],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909097,0.00006669395,0.00015769104,0.00013929476,0.0002596189,0.00028573754],"domain_scores_gemma":[0.99948794,0.000054155375,0.000047110298,0.00017721699,0.00013803865,0.00009552244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014636117,0.000059208858,0.000081447186,0.0001308892,0.0006261899,0.00010739332,0.00040403559,0.000045226745,0.0001653703],"category_scores_gemma":[0.00025540462,0.00005822568,0.000036089674,0.0004120607,0.00028547924,0.00027202227,0.00004617377,0.00008809197,0.000026495274],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020323659,0.0012750776,0.014286649,0.000084227344,0.000020303305,0.000007366383,0.6281905,0.0010595624,0.024017852,0.23175263,0.0059992936,0.093103275],"study_design_scores_gemma":[0.0033169247,0.00022558199,0.03701724,0.0002257426,0.000017293754,0.0000023548573,0.1640454,0.00019687538,0.0012014088,0.038514804,0.75462544,0.000610924],"about_ca_topic_score_codex":0.0017580468,"about_ca_topic_score_gemma":0.012317232,"teacher_disagreement_score":0.7486262,"about_ca_system_score_codex":0.0005628641,"about_ca_system_score_gemma":0.00026704496,"threshold_uncertainty_score":0.6873304},"labels":[],"label_agreement":null},{"id":"W1989230763","doi":"10.1007/s10699-012-9299-2","title":"Data Mining the Intellectual Revival of ‘Catastrophic’ Mother Nature","year":2012,"lang":"en","type":"article","venue":"Foundations of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Dramatization; Audience measurement; History; Quarter (Canadian coin); Natural (archaeology); Sociology; Social science; Environmental ethics; Epistemology; Political science; Law; Literature; Archaeology; Art; Philosophy","score_opus":0.6347736531416807,"score_gpt":0.5322835743890244,"score_spread":0.10249007875265626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989230763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8962983,0.0006597463,0.0011436674,0.010360873,0.0009361178,0.0003403939,0.00014131884,0.00003536973,0.09008422],"genre_scores_gemma":[0.9957719,0.00074964,0.003075477,0.000082337756,0.00010133031,0.0000023782022,0.000030465277,0.0000023270777,0.00018418305],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918085,0.0000902568,0.00014107264,0.00009230644,0.00034854098,0.00014699464],"domain_scores_gemma":[0.998658,0.0003223821,0.00011205236,0.0006812447,0.00018344539,0.000042901916],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023722495,0.00003455864,0.00005546065,0.000077985256,0.00073077006,0.00003700485,0.001509043,0.000032637636,0.00097104436],"category_scores_gemma":[0.0023985754,0.000025859687,0.000016067954,0.00084314187,0.0028349964,0.00072164525,0.00028126696,0.00009409859,0.000027663084],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027205115,0.0004886557,0.02355397,0.000047263147,0.000023962544,4.514627e-8,0.5217116,0.000018038681,0.017575411,0.22392477,0.01768114,0.19494797],"study_design_scores_gemma":[0.00013125292,0.00003471837,0.042401098,0.000090960035,0.000029159977,0.0000017374642,0.12214509,0.00083244365,0.00035164042,0.00045402278,0.8333618,0.00016604892],"about_ca_topic_score_codex":0.00016112949,"about_ca_topic_score_gemma":0.00027559508,"teacher_disagreement_score":0.8156807,"about_ca_system_score_codex":0.000032962456,"about_ca_system_score_gemma":0.00015955232,"threshold_uncertainty_score":0.9999422},"labels":[],"label_agreement":null},{"id":"W1991863508","doi":"10.1080/17524032.2014.909509","title":"Global Journalism in Decision-Making Moments: A Case Study of Canadian and American Television Coverage of the 2009 United Nations Framework Convention on Climate Change in Copenhagen","year":2014,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Framing (construction); Convention; Political science; Climate change; Global warming; United Nations Framework Convention on Climate Change; News media; News values; Media studies; Sociology; Geography; Law","score_opus":0.12566082040346135,"score_gpt":0.4090242350548863,"score_spread":0.2833634146514249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991863508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506676,0.000112151676,0.0000135635155,0.00087027106,0.000031305364,0.0006078677,0.00004301392,0.0000043815253,0.0032506983],"genre_scores_gemma":[0.99005526,0.009544397,0.00016175798,0.00016585087,0.000007755073,0.00003077159,0.000023748145,0.000005875878,0.000004550826],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795514,0.0012068909,0.00034801164,0.00011506248,0.00023942917,0.0001354828],"domain_scores_gemma":[0.9986893,0.00041840883,0.00030322425,0.0005212769,0.000014499727,0.000053279073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010144012,0.00007905529,0.00013723338,0.00071434176,0.00042930548,0.000026626569,0.00033238484,0.00005977625,0.00015738307],"category_scores_gemma":[0.00019350255,0.00007538482,0.000025458137,0.0017182553,0.00021673559,0.0001548538,0.00016058197,0.00016797028,0.0000046095315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090020316,0.0014876991,0.67761606,0.000014621916,0.000014364266,0.0000058311894,0.13874595,0.0003826052,0.000062697036,0.0072433865,0.00004207338,0.17429467],"study_design_scores_gemma":[0.0005886611,0.00013699902,0.92820996,0.0004315307,0.000011703849,0.0000057073194,0.06537282,0.0007482765,0.0000018506141,0.00047627257,0.0039159087,0.000100317615],"about_ca_topic_score_codex":0.22965454,"about_ca_topic_score_gemma":0.78130436,"teacher_disagreement_score":0.5516498,"about_ca_system_score_codex":0.00042593613,"about_ca_system_score_gemma":0.000012595002,"threshold_uncertainty_score":0.77547526},"labels":[],"label_agreement":null},{"id":"W1992924223","doi":"10.1029/2011eo150005","title":"Specific Turns of Phrase Inspire Natural Skepticism: Comment on “Climate Science in a Postmodern World”","year":2011,"lang":"en","type":"article","venue":"Eos","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Skepticism; Humanity; Rhetoric; Postmodernism; Environmental ethics; Epistemology; Natural (archaeology); Phrase; Philosophy; Sociology; Psychology; Geography; Theology","score_opus":0.4083817973616186,"score_gpt":0.42393940917213446,"score_spread":0.015557611810515848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992924223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85725254,0.00010280135,0.0000026186299,0.004665419,0.00031895068,0.00023538296,0.000011394143,0.000036201454,0.13737468],"genre_scores_gemma":[0.99716276,0.0013109179,0.00019995682,0.0011354113,0.00003953443,0.000009790899,0.0000074222476,0.0000052824776,0.00012891176],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990129,0.00010961278,0.00017906638,0.00014991502,0.00029974597,0.00024878065],"domain_scores_gemma":[0.9994541,0.000048356178,0.000059736816,0.00030058727,0.00006764537,0.00006956661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070060114,0.00007004981,0.00010298397,0.00022807019,0.000187724,0.00002880524,0.00044180758,0.000029672372,0.0009044709],"category_scores_gemma":[0.000044069988,0.00006612165,0.000034240704,0.000587635,0.000469599,0.00017527603,0.000096865006,0.0001384277,0.0000941453],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021204927,0.0011179812,0.025261981,0.00004281982,0.0000049858104,0.000008522896,0.8140723,0.0000035866617,0.009161244,0.07040104,0.0014839161,0.07822953],"study_design_scores_gemma":[0.0015307452,0.00028980203,0.5395548,0.0005467895,0.000014685336,0.0000019269544,0.04369784,0.0007203494,0.0027579048,0.0034295947,0.40667945,0.0007761624],"about_ca_topic_score_codex":0.0010597548,"about_ca_topic_score_gemma":0.009970482,"teacher_disagreement_score":0.7703745,"about_ca_system_score_codex":0.00015981263,"about_ca_system_score_gemma":0.00004042995,"threshold_uncertainty_score":0.99033225},"labels":[],"label_agreement":null},{"id":"W1994334076","doi":"10.1159/000336533","title":"Science and the Sources of Hype","year":2012,"lang":"en","type":"article","venue":"Public Health Genomics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Stem Cell Network","keywords":"Commercialization; Publication; Political science; Public relations; Social media; Pipeline (software); Data science; Engineering ethics; Internet privacy; Computer science; Engineering; Law","score_opus":0.6293555643352854,"score_gpt":0.4841455173791071,"score_spread":0.14521004695617828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994334076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82634616,0.0018357242,0.00003989775,0.12819624,0.00022253292,0.00022347136,0.0000035832572,0.000019250378,0.04311317],"genre_scores_gemma":[0.98776376,0.009511615,0.00019134894,0.0023017721,0.00012296355,0.0000048350785,0.000001162531,0.0000023704144,0.0001001702],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912703,0.00022880136,0.00012564985,0.000051146497,0.00019331362,0.00027406038],"domain_scores_gemma":[0.9992757,0.00015099831,0.00009801897,0.00016330207,0.00011963913,0.00019237249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009695932,0.000027076563,0.0000702822,0.00007200579,0.0008963951,0.000058965834,0.0002655559,0.000019381507,0.00007544568],"category_scores_gemma":[0.0005575267,0.000019797368,0.000011048833,0.00037174235,0.0014285896,0.00020033467,0.00008675152,0.000052560274,0.0000094103225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051164557,0.000041673888,0.0112490775,0.00001679512,0.0000019632917,3.2229608e-9,0.38121936,1.6364584e-7,0.00004438895,0.40395045,0.00040539316,0.2030656],"study_design_scores_gemma":[0.00014805952,0.0000069168805,0.020052593,0.000001894073,9.143901e-7,5.627241e-7,0.029745854,0.00005255343,0.0000018757283,0.00026146596,0.94969636,0.000030972267],"about_ca_topic_score_codex":0.0014358276,"about_ca_topic_score_gemma":0.00049878453,"teacher_disagreement_score":0.94929093,"about_ca_system_score_codex":0.00015272052,"about_ca_system_score_gemma":0.00076638773,"threshold_uncertainty_score":0.68944377},"labels":[],"label_agreement":null},{"id":"W1995053585","doi":"10.1080/01439685.2010.509963","title":"Films of Fact: a history of science in documentary films and television","year":2010,"lang":"en","type":"article","venue":"Historical Journal Of Film Radio and Television","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Documentary film; History of science; Art; History; Media studies; Sociology; Physics; Astronomy","score_opus":0.1132917353581801,"score_gpt":0.35810948699946055,"score_spread":0.24481775164128045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995053585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989889,0.0044137663,0.000020126508,0.00074510154,0.0010427482,0.00009572031,0.00000281895,0.0000051897855,0.003785528],"genre_scores_gemma":[0.9840491,0.013511736,0.001998006,0.00003761211,0.00005349351,6.6556964e-7,0.000001115575,0.00000510404,0.00034319473],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985895,0.00010809472,0.0005130562,0.00013027321,0.0005099099,0.00014913199],"domain_scores_gemma":[0.9987861,0.00022993587,0.00042991404,0.00016530955,0.00020737086,0.00018135102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001624111,0.000084487474,0.00029350957,0.0003309276,0.00014614913,0.000014142825,0.00029542923,0.00010066651,0.00075603893],"category_scores_gemma":[0.0004618652,0.00007123222,0.00006455025,0.00029212225,0.00086323934,0.00042276553,0.00006715074,0.0003295434,7.5792866e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003532807,0.0007093692,0.04333601,0.00019060377,0.000013453032,0.000019829029,0.08839288,0.000007869594,0.33811516,0.0028088407,0.034539267,0.49151343],"study_design_scores_gemma":[0.0023636844,0.0010664286,0.15565632,0.0006088125,0.000059477883,0.00009915346,0.0073719784,0.0008278343,0.0008410736,0.0008395907,0.8298269,0.00043874022],"about_ca_topic_score_codex":0.0011964529,"about_ca_topic_score_gemma":0.00027135888,"teacher_disagreement_score":0.79528767,"about_ca_system_score_codex":0.00056295365,"about_ca_system_score_gemma":0.00027539444,"threshold_uncertainty_score":0.8278096},"labels":[],"label_agreement":null},{"id":"W1996120796","doi":"10.1080/10572250802437382","title":"Public Communication of Climate Change Science: Engaging Citizens Through Apocalyptic Narrative Explanation","year":2008,"lang":"en","type":"article","venue":"Technical Communication Quarterly","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Pathos; Persuasion; Ethos; Narrative; Premise; Logos Bible Software; Science communication; Rhetorical question; Rationality; Sociology; Fluency; Public relations; Climate change; Political science; Environmental ethics; Epistemology; Science education; Social psychology; Psychology; Computer science; Pedagogy; Law; Ecology; Linguistics; Philosophy","score_opus":0.560785135857386,"score_gpt":0.45286051496213464,"score_spread":0.10792462089525134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996120796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5276277,0.0025088324,0.0015282325,0.04843731,0.00024198179,0.0027299111,0.00006048101,0.0015970673,0.41526848],"genre_scores_gemma":[0.9682593,0.025217222,0.0055176495,0.000384232,0.00005394365,0.00029433588,0.00019712838,0.00002368224,0.000052547475],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99601495,0.001469524,0.0007857228,0.00032941118,0.0008789438,0.0005214667],"domain_scores_gemma":[0.9952788,0.0006745183,0.0005913124,0.0022536642,0.0010298905,0.00017185594],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0034942566,0.00020379292,0.00033544257,0.00037106575,0.0044244463,0.000128499,0.0023432465,0.00021886802,0.00043270647],"category_scores_gemma":[0.0005402373,0.00022263809,0.00012603916,0.0017705074,0.003803359,0.0020142402,0.0002856685,0.0005817039,0.0000735991],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040863233,0.0004976723,0.0016041053,0.000031720338,0.00001451782,6.084051e-7,0.52844614,0.000001086921,0.00291788,0.40742293,0.00049248314,0.058530018],"study_design_scores_gemma":[0.004982782,0.0014124877,0.11846999,0.0012526907,0.00016863074,0.000090228445,0.6836675,0.0020167623,0.00074807904,0.08757877,0.09675317,0.0028589275],"about_ca_topic_score_codex":0.0011660594,"about_ca_topic_score_gemma":0.002672294,"teacher_disagreement_score":0.44063157,"about_ca_system_score_codex":0.00043368136,"about_ca_system_score_gemma":0.00021771595,"threshold_uncertainty_score":0.99890774},"labels":[],"label_agreement":null},{"id":"W1997891517","doi":"10.1080/1533015x.2014.962195","title":"Writing About Sustainability Science for the Media: How to Be Both True-to-Fact and Tell a Good Story","year":2014,"lang":"en","type":"article","venue":"Applied Environmental Education & Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Sustainability; Documentation; Public relations; Mainstream; Science communication; Sociology; Set (abstract data type); Work (physics); Engineering ethics; Psychology; Science education; Political science; Media studies; Engineering; Pedagogy; Computer science; Law; Ecology","score_opus":0.10979397493759131,"score_gpt":0.37974863600442627,"score_spread":0.26995466106683497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997891517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85270727,0.00037184232,0.0022700424,0.13138959,0.0001839549,0.002925312,0.000020326122,0.000084527936,0.010047134],"genre_scores_gemma":[0.992068,0.0012132048,0.002698268,0.002642995,0.000112357586,0.0009234584,0.00008035188,0.000015660306,0.0002457326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986435,0.0002647441,0.0001834452,0.00029870615,0.000333273,0.0002762886],"domain_scores_gemma":[0.997411,0.0010941579,0.00012648247,0.0010979006,0.000056285244,0.00021418075],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031785015,0.00012322859,0.000115235016,0.00010499203,0.002727636,0.00022718034,0.00091210013,0.000066676366,0.000081417966],"category_scores_gemma":[0.0006027838,0.00011900147,0.000032592798,0.00028368217,0.0008659627,0.0002543962,0.0003163148,0.00017385007,0.000020411124],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040686144,0.00038776704,0.0034818084,0.000028197614,0.000007856314,4.099788e-9,0.20177193,0.00004085237,0.007730575,0.07553976,0.0016274577,0.70934314],"study_design_scores_gemma":[0.0002319287,0.00003950785,0.23799995,0.000015790978,0.00002463203,4.0336414e-7,0.20055197,0.00018998298,0.0001613215,0.0020895582,0.5584524,0.00024249562],"about_ca_topic_score_codex":0.00035787083,"about_ca_topic_score_gemma":0.0011161112,"teacher_disagreement_score":0.7091006,"about_ca_system_score_codex":0.00085956615,"about_ca_system_score_gemma":0.00018617437,"threshold_uncertainty_score":0.9985707},"labels":[],"label_agreement":null},{"id":"W1998956329","doi":"10.15273/dmj.vol36no1.3871","title":"Is the Medium Distorting the Message? How the News Media Communicates Advances in Medical Research to the Public","year":2009,"lang":"en","type":"article","venue":"Dalhousie Medical Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Variety (cybernetics); Public relations; Promotion (chess); News media; Health care; Medical information; Quality (philosophy); Population; Media coverage; Public health; Medicine; Political science; Internet privacy; Advertising; Business; Family medicine; Environmental health; Nursing; Sociology; Computer science; Media studies; Politics","score_opus":0.39590934026167857,"score_gpt":0.49645094290758324,"score_spread":0.10054160264590467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998956329","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015862366,0.007611108,0.00013422238,0.96262425,0.0006791097,0.00037965327,0.0000040474133,0.00003461052,0.012670651],"genre_scores_gemma":[0.8493615,0.11327322,0.00002837597,0.034498516,0.0025538688,0.000048531965,0.0000072711173,0.000014059884,0.00021468646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98567575,0.0073540923,0.00059373886,0.00021383661,0.0052794702,0.0008831095],"domain_scores_gemma":[0.98919064,0.008413071,0.00023349171,0.0011306226,0.0003510804,0.0006810705],"candidate_categories":["metaresearch","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.038647715,0.00016199946,0.0002343363,0.0001245642,0.00571535,0.0008098823,0.0074062,0.00022884247,0.003658631],"category_scores_gemma":[0.025884902,0.000062475134,0.000144071,0.0014652709,0.002586496,0.00035069283,0.00071907585,0.0039396835,0.00009285773],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002021884,0.00010632164,0.0018592858,0.0000025538338,0.000011319005,0.000017646184,0.15931249,8.4134956e-7,0.0000053929757,0.0043463344,0.072793715,0.7615239],"study_design_scores_gemma":[0.00020596875,0.000030625313,0.009813463,0.00010374429,0.000007318935,0.000050003306,0.099212386,0.00016750408,0.0000010925024,0.0024010853,0.8879202,0.00008663265],"about_ca_topic_score_codex":0.0006928912,"about_ca_topic_score_gemma":0.10983262,"teacher_disagreement_score":0.92812574,"about_ca_system_score_codex":0.0002048844,"about_ca_system_score_gemma":0.0008136516,"threshold_uncertainty_score":0.99835825},"labels":[],"label_agreement":null},{"id":"W1999110007","doi":"10.1371/journal.pmed.1000323","title":"Does It Matter Who Writes Medical News Stories?","year":2010,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"Hunter Medical Research Institute","keywords":"Medicine; MEDLINE; Internet privacy; Computer science; Political science","score_opus":0.29136637299019447,"score_gpt":0.4534868365223854,"score_spread":0.16212046353219095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999110007","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21954712,0.000068886235,0.000014983482,0.52090746,0.0015130829,0.00017260294,0.000004211313,0.00010119186,0.2576705],"genre_scores_gemma":[0.8992185,0.010604113,0.00030591467,0.039828893,0.009577622,0.00006709018,0.00010462499,0.00003527378,0.04025799],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866664,0.00013475477,0.00019715312,0.00013926858,0.0006630845,0.00019910208],"domain_scores_gemma":[0.99891776,0.00032894377,0.000060709466,0.0003323226,0.000108101005,0.0002521589],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069930265,0.0000802032,0.0001601752,0.000058049354,0.00032055905,0.000024223811,0.00039745454,0.00015424058,0.13134453],"category_scores_gemma":[0.0013975068,0.00004615534,0.000025688547,0.0001624883,0.00065026374,0.00011175371,0.000059442285,0.0003493913,0.0007003438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002785579,0.00025301566,0.17982307,0.00007287146,0.000033837023,0.000007981879,0.27886558,3.5537514e-8,0.006402957,0.009724893,0.4872029,0.037584975],"study_design_scores_gemma":[0.00028913628,0.000022320297,0.009281856,0.000114946546,0.0000167881,9.455311e-7,0.023779385,0.000027481216,0.000021198264,0.0005902945,0.9657563,0.000099338395],"about_ca_topic_score_codex":0.0026589523,"about_ca_topic_score_gemma":0.061899714,"teacher_disagreement_score":0.67967135,"about_ca_system_score_codex":0.0000287122,"about_ca_system_score_gemma":0.00005646861,"threshold_uncertainty_score":0.9552182},"labels":[],"label_agreement":null},{"id":"W1999759148","doi":"10.1175/wcas-d-10-05005.1","title":"Making Forecasts Meaningful: Explanations of Problematic Predictions in Northeast Brazil","year":2011,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Context (archaeology); Psychological resilience; Population; Identity (music); Sociology; Psychology; Social psychology; Geography","score_opus":0.4502446962812832,"score_gpt":0.4204087175484816,"score_spread":0.029835978732801638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999759148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79311764,0.00014473053,0.0003228426,0.0008285992,0.00009894493,0.00047106648,0.000050927476,0.00010066898,0.20486459],"genre_scores_gemma":[0.99437773,0.0038059598,0.0015540087,0.00009928391,0.000024776416,0.00003872001,0.000013033872,0.00000846119,0.00007803133],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992836,0.00009201809,0.00021413628,0.00010728572,0.00012617398,0.00017677937],"domain_scores_gemma":[0.9996184,0.00005398849,0.00009383392,0.00014037736,0.000055607223,0.000037752885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005694167,0.00006514446,0.00011427891,0.00004028732,0.00035268653,0.000019276864,0.00011218544,0.00007669858,0.00042253186],"category_scores_gemma":[0.000021571544,0.00006364895,0.000067278605,0.00019942458,0.00017170423,0.0001686992,0.00004617721,0.000084142885,0.0000064494016],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000076072665,0.00017133083,0.13023351,0.00009884212,0.000018302479,2.4718832e-7,0.83630294,0.0000028777933,0.00016658186,0.029542156,0.00016075808,0.00329483],"study_design_scores_gemma":[0.0009951373,0.000089943205,0.509146,0.00056872057,0.000071395254,0.0000038961125,0.4670707,0.0044160606,0.000016208853,0.012134594,0.005105121,0.00038221618],"about_ca_topic_score_codex":0.0005663931,"about_ca_topic_score_gemma":0.005457644,"teacher_disagreement_score":0.37891248,"about_ca_system_score_codex":0.000040390587,"about_ca_system_score_gemma":0.000023752098,"threshold_uncertainty_score":0.46264276},"labels":[],"label_agreement":null},{"id":"W1999839627","doi":"10.1080/17524032.2013.797918","title":"Chemical Controversy: Canadian and US News Coverage of the Scientific Debate about Bisphenol A","year":2013,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Framing (construction); Media coverage; Globe; Politics; Political science; Media studies; History; Sociology; Law; Psychology","score_opus":0.0838159465113722,"score_gpt":0.3061646955505316,"score_spread":0.2223487490391594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999839627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9694938,0.00041906533,0.0000035323505,0.004996645,0.000054329976,0.00039143168,0.000022228876,0.000010817815,0.024608135],"genre_scores_gemma":[0.9941309,0.004647476,0.00008309512,0.000412315,0.0000106042535,0.00003101238,0.00006228446,0.000006091455,0.0006161981],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917036,0.0002675678,0.00014491436,0.00010365632,0.00016848915,0.0001449965],"domain_scores_gemma":[0.99904746,0.000081197184,0.000094184325,0.0006601981,0.000012157582,0.00010480042],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024880542,0.00006184442,0.00007340758,0.00003342385,0.0008045657,0.00010374653,0.0004887071,0.00006398935,0.0012415479],"category_scores_gemma":[0.000046867957,0.000054534044,0.000034497545,0.00009820853,0.00086473976,0.00020941184,0.00017794067,0.00011472559,0.0000844492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028635553,0.00043227847,0.36818078,0.000030420442,0.00005620141,3.0987812e-7,0.13512169,0.000017819262,0.20865484,0.00914589,0.0061734803,0.27215767],"study_design_scores_gemma":[0.00070975116,0.000015476417,0.56689435,0.000058038295,0.000027686065,0.000002243115,0.01749189,0.00044287267,0.0008752204,0.0019725212,0.41123775,0.00027222343],"about_ca_topic_score_codex":0.15045694,"about_ca_topic_score_gemma":0.20301555,"teacher_disagreement_score":0.40506428,"about_ca_system_score_codex":0.0002508037,"about_ca_system_score_gemma":0.000041998504,"threshold_uncertainty_score":0.99967146},"labels":[],"label_agreement":null},{"id":"W2002861729","doi":"10.1145/2132176.2132204","title":"Analytic and deictic approaches to the design of sustainability decision-support tools","year":2012,"lang":"en","type":"article","venue":"Proceedings of the 2012 iConference","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Deixis; Sustainability; Computer science; Decision support system; Management science; Artificial intelligence; Engineering; Linguistics","score_opus":0.6749754192906532,"score_gpt":0.4187910277780021,"score_spread":0.2561843915126511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002861729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96655,0.00024568025,0.0018089048,0.0114374,0.00013226848,0.0012883891,0.0000068812365,0.00002490456,0.018505603],"genre_scores_gemma":[0.9983857,0.0002551013,0.0009247193,0.00007334313,0.000045884328,0.000032800748,3.4543245e-7,0.0000040279087,0.0002780592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919313,0.00005300912,0.00019496802,0.000101555706,0.00025083998,0.00020647874],"domain_scores_gemma":[0.99889374,0.00035766896,0.00015836114,0.00018349913,0.0003180224,0.000088735265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024542739,0.00007097395,0.00012925257,0.000039911458,0.00027090864,0.000058042813,0.00060087466,0.00005334405,0.00016148976],"category_scores_gemma":[0.0017738587,0.000042517764,0.000040489882,0.00028545584,0.00033930363,0.0004355508,0.00023710472,0.00008745808,0.0000064818664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014184318,0.00034894582,0.28157252,0.00026743917,0.000037037455,1.444863e-8,0.24985085,0.000018941602,0.0016401268,0.2316596,0.0032220662,0.2312406],"study_design_scores_gemma":[0.00036178567,0.00016152204,0.7593619,0.00018599222,0.00017325878,0.0000041122125,0.15963554,0.00076574326,0.0014542948,0.041897032,0.03558571,0.00041305445],"about_ca_topic_score_codex":0.00014147763,"about_ca_topic_score_gemma":0.00006785874,"teacher_disagreement_score":0.47778943,"about_ca_system_score_codex":0.00006012014,"about_ca_system_score_gemma":0.00008143003,"threshold_uncertainty_score":0.21236028},"labels":[],"label_agreement":null},{"id":"W2003727795","doi":"10.1175/bams-88-7-1033","title":"IMPROVING FORECAST COMMUNICATION","year":2007,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Wenner-Gren Foundation","keywords":"Salient; Work (physics); Key (lock); Computer science; Empirical evidence; Engineering; Epistemology; Artificial intelligence","score_opus":0.1996260476137058,"score_gpt":0.3925926585239405,"score_spread":0.19296661091023468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003727795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91709685,0.0001944621,0.001116263,0.031895846,0.00008620124,0.00029153927,0.000005492966,0.00009598992,0.04921733],"genre_scores_gemma":[0.9838101,0.001445258,0.010668832,0.0035339291,0.0000666779,0.000008087628,0.000003999274,0.0000064421997,0.00045663663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986605,0.00047104136,0.00023264969,0.00012274555,0.00026378865,0.00024925737],"domain_scores_gemma":[0.9982916,0.00066053245,0.00039529803,0.0004813262,0.00010422633,0.00006700245],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029171119,0.0000753654,0.00016326993,0.000010727378,0.0006865976,0.000020230087,0.0007958063,0.00006924487,0.0010239898],"category_scores_gemma":[0.000533173,0.00005283089,0.00025941938,0.00029807579,0.0019161718,0.000016440357,0.00028491984,0.0002137643,0.000030960302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025312428,0.00053521583,0.04037964,0.000031566917,0.00008739232,3.9966503e-7,0.037814446,0.000017384818,0.014342185,0.03105663,0.047043387,0.82843864],"study_design_scores_gemma":[0.00025574845,0.000112444715,0.123960756,0.000015277348,0.000032057556,0.0000010870741,0.034958158,0.00006852,0.00027911604,0.0012241323,0.8389004,0.00019233974],"about_ca_topic_score_codex":0.0048590465,"about_ca_topic_score_gemma":0.0005568673,"teacher_disagreement_score":0.8282463,"about_ca_system_score_codex":0.00009209259,"about_ca_system_score_gemma":0.000019386633,"threshold_uncertainty_score":0.9998892},"labels":[],"label_agreement":null},{"id":"W2004673419","doi":"10.1002/1096-8628(20000731)93:3<254::aid-ajmg20>3.0.co;2-l","title":"The Troubled Helix: Social and Psychological Implications of the New Human Genetics, edited by Theresa Marteau and Martin Richards","year":2000,"lang":"en","type":"article","venue":"American Journal of Medical Genetics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Citation; Sociology; Library science; Computer science","score_opus":0.20667711687950352,"score_gpt":0.4618566473417736,"score_spread":0.2551795304622701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004673419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90077925,0.001468335,0.000051670104,0.095798574,0.00008825756,0.00009448935,0.000007030436,0.000005242814,0.0017071381],"genre_scores_gemma":[0.9522108,0.04583633,0.0001344881,0.0009652792,0.000541805,0.0000022107256,0.0000017995449,0.0000071042455,0.0003001789],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982523,0.00053009106,0.0003809288,0.00009051981,0.000572579,0.000173621],"domain_scores_gemma":[0.9989907,0.00019828997,0.00030477406,0.00017629201,0.00010207857,0.00022787704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009842366,0.000074650794,0.00016801515,0.000020132979,0.00062781776,0.000050964674,0.00059495156,0.00008411306,0.00077465834],"category_scores_gemma":[0.00012512376,0.000044701614,0.00006293514,0.00021395044,0.0019252073,0.00001953507,0.00006618729,0.00027087392,0.0000016181723],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036598867,0.00010854975,0.009004169,0.000002080697,0.000027220884,2.6211686e-7,0.008212463,4.7398703e-7,0.0010138592,0.00048386905,0.036681425,0.94442904],"study_design_scores_gemma":[0.0011088155,0.00062404387,0.34051803,0.00003699138,0.00008391545,0.000028135053,0.010663715,0.000058164613,0.000032004606,0.003060793,0.6436131,0.00017231412],"about_ca_topic_score_codex":0.00020645405,"about_ca_topic_score_gemma":0.0005490529,"teacher_disagreement_score":0.9442567,"about_ca_system_score_codex":0.000022733537,"about_ca_system_score_gemma":0.000092543414,"threshold_uncertainty_score":0.84819657},"labels":[],"label_agreement":null},{"id":"W2009661252","doi":"10.1080/14636770500349791","title":"The Human Genome Project: an examination of its challenge to the technological imperative 1","year":2005,"lang":"en","type":"article","venue":"New Genetics and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Political science; Process (computing); Public relations; Ethical issues; Engineering ethics; Sociology; Engineering; Computer science","score_opus":0.3610611506953212,"score_gpt":0.44557244993148687,"score_spread":0.08451129923616568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009661252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96594197,0.0016562864,0.000061372935,0.02159144,0.000022885195,0.00046378144,0.0000065606564,0.000028465438,0.010227219],"genre_scores_gemma":[0.9610891,0.037536565,0.0003530391,0.00020159947,0.00017363584,0.000017164384,0.000005260036,0.0000031975187,0.0006204581],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994541,0.00012588064,0.0000936948,0.00008878199,0.00013423605,0.00010333338],"domain_scores_gemma":[0.9996321,0.000046954174,0.000037993592,0.0001654196,0.000080313956,0.00003717461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006844876,0.000044387154,0.00004773053,0.000007909849,0.0009827743,0.00005506184,0.00023089773,0.00008024108,0.000039388917],"category_scores_gemma":[0.000023910572,0.000027260536,0.000028916516,0.000109956025,0.00018844978,0.000033099583,0.00006909317,0.00008020162,0.0000033900003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012685833,0.000055247277,0.00004129849,0.0000035013877,0.0000082430415,1.502711e-8,0.45239574,0.0000093535255,0.008172771,0.03550673,0.00054137147,0.5032645],"study_design_scores_gemma":[0.00016969001,0.00016510994,0.0592757,0.00000592103,0.000009954796,2.2002658e-7,0.14143555,0.0006207916,0.00018492037,0.0004632968,0.7975527,0.00011615453],"about_ca_topic_score_codex":0.000055134788,"about_ca_topic_score_gemma":0.0029667898,"teacher_disagreement_score":0.7970113,"about_ca_system_score_codex":0.00003371893,"about_ca_system_score_gemma":0.000029093912,"threshold_uncertainty_score":0.7558805},"labels":[],"label_agreement":null},{"id":"W2012721369","doi":"10.1080/02722011.2014.914047","title":"Newspaper Reporting on Climate Change, Green Energy and Carbon Reduction Strategies across Canada 1999–2009","year":2014,"lang":"en","type":"article","venue":"The American Review of Canadian Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Climate change; Newspaper; Kyoto Protocol; Renewable energy; Greenhouse gas; Natural resource economics; Ecological modernization; Modernization theory; Climate change mitigation; Political science; Economics; Environmental resource management; Business; Ecology; Economic growth; Sustainable development; Advertising","score_opus":0.3219342229850721,"score_gpt":0.4478768605088919,"score_spread":0.1259426375238198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012721369","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59622914,0.18409342,3.6926528e-7,0.1415632,0.00042538016,0.0006293389,0.00006866757,0.000053630334,0.07693684],"genre_scores_gemma":[0.48333904,0.5120967,0.000008873008,0.0042975685,0.00016009642,0.000031785123,0.0000046974724,0.0000059738827,0.0000552625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985674,0.00037427375,0.00039596346,0.00014543989,0.0002123813,0.00030451786],"domain_scores_gemma":[0.9984794,0.000119850025,0.0008180594,0.00031223398,0.00015039825,0.0001200561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012942944,0.000108452994,0.00037832765,0.000047590354,0.00062996894,0.000021181246,0.00017442615,0.000015412948,0.00001033961],"category_scores_gemma":[0.0003691712,0.000081008395,0.000038084818,0.0005094047,0.00063902856,0.000057575366,0.00004506544,0.00006708051,5.274636e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007636236,0.0000060496686,0.0010127816,0.00054593966,0.000050009647,0.0000016518054,0.024246672,7.5601463e-7,0.000030514431,0.0057771364,0.0047333394,0.9635875],"study_design_scores_gemma":[0.000056304078,0.00007571283,0.022503018,0.0018138306,0.000053223663,0.000005393012,0.09481048,0.000006732225,0.000004466782,0.0002545665,0.8802067,0.0002095602],"about_ca_topic_score_codex":0.99801606,"about_ca_topic_score_gemma":0.9996342,"teacher_disagreement_score":0.96337795,"about_ca_system_score_codex":0.00018436046,"about_ca_system_score_gemma":0.00019188682,"threshold_uncertainty_score":0.48452753},"labels":[],"label_agreement":null},{"id":"W2013728161","doi":"10.1093/biosci/biu168","title":"Public (Mis)understanding of News about Behavioral Genetics Research: A Survey Experiment","year":2014,"lang":"en","type":"article","venue":"BioScience","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Fonds de Recherche du Québec-Société et Culture; Canada Research Chairs","keywords":"Behavioural genetics; Mainstream; Behavioural sciences; Psychology; Genetics; Biology; Political science; Developmental psychology","score_opus":0.9631252609222394,"score_gpt":0.6055153377140696,"score_spread":0.35760992320816976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013728161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95247567,0.00018561906,0.0012508364,0.0024531656,0.00034220092,0.00023721824,0.000011812133,0.000042621443,0.043000866],"genre_scores_gemma":[0.9983223,0.0009928326,0.00033512895,0.00005747841,0.00004840877,0.000008764656,0.000006556354,0.00000416881,0.0002243248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977144,0.0009767775,0.00016303625,0.00018106059,0.00064428983,0.00032045942],"domain_scores_gemma":[0.9989801,0.00024339493,0.00007058842,0.00034959745,0.00021027183,0.00014605024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045340797,0.000051880084,0.00008288549,0.00013906388,0.00080306135,0.0001532819,0.0006314554,0.000059788574,0.000309201],"category_scores_gemma":[0.00058357284,0.00005084768,0.000027439088,0.00075438287,0.0011820532,0.0001524857,0.00011556319,0.00008766131,0.000024500516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003320201,0.00095245586,0.36563084,0.000029538916,0.0000048775096,5.9032396e-7,0.23322695,0.0000029530693,0.115962565,0.2095658,0.0050388263,0.06955141],"study_design_scores_gemma":[0.00082414167,0.0007049106,0.49929258,0.0001321662,0.000008995147,0.0000011190753,0.22229671,0.0014241412,0.004197805,0.0045610345,0.26578972,0.0007666735],"about_ca_topic_score_codex":0.005810572,"about_ca_topic_score_gemma":0.023754766,"teacher_disagreement_score":0.2607509,"about_ca_system_score_codex":0.00023591064,"about_ca_system_score_gemma":0.00013751023,"threshold_uncertainty_score":0.99405915},"labels":[],"label_agreement":null},{"id":"W2013918869","doi":"10.1080/09505431.2013.768222","title":"Figuring Matter: Quantum Physics as a New Age Rhetoric","year":2013,"lang":"en","type":"article","venue":"Science as Culture","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Commodification; Politics; Sociology; Aesthetics; Environmental ethics; Epistemology; Political science; Law; Philosophy; Economics","score_opus":0.2805123704596484,"score_gpt":0.44497440155347445,"score_spread":0.16446203109382607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013918869","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24825282,0.00016967436,0.000042720196,0.014767791,0.00084867544,0.00041143026,0.000002328825,0.00017452944,0.73533005],"genre_scores_gemma":[0.8947454,0.0015257295,0.0004137681,0.0040635527,0.0009669882,0.00003258609,0.000015669353,0.000011438459,0.098224886],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878305,0.000056269146,0.00010719009,0.00022664947,0.0004936384,0.00033317515],"domain_scores_gemma":[0.99916714,0.000018172941,0.000065825385,0.00031996908,0.00013281597,0.00029607952],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003136277,0.00008677506,0.00008009057,0.000039067967,0.0011982917,0.00047819482,0.00075677654,0.00006549708,0.0073156278],"category_scores_gemma":[0.00019455943,0.00007225533,0.000045971246,0.00082414143,0.0004949162,0.00095719995,0.00010630304,0.00014147596,0.011085756],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004714868,0.00013252394,0.002735329,0.000020528421,0.0000066549137,0.0000034624913,0.4309148,0.000011231111,0.05045446,0.16980684,0.28798693,0.05792255],"study_design_scores_gemma":[0.00016711905,0.000039107133,0.0067275646,0.000070906186,0.0000067047604,0.0000031996403,0.03617031,0.000070500464,0.00039179443,0.045402933,0.91062987,0.0003199869],"about_ca_topic_score_codex":0.0052061537,"about_ca_topic_score_gemma":0.00040515995,"teacher_disagreement_score":0.64649254,"about_ca_system_score_codex":0.00013830376,"about_ca_system_score_gemma":0.00024381453,"threshold_uncertainty_score":0.99359185},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2013974666","doi":"10.1073/pnas.1003187107","title":"Expert credibility in climate change","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":812,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"William and Flora Hewlett Foundation","keywords":"Dissenting opinion; Climate science; Credibility; Climate change; Underpinning; Citation; Political science; Ecology; Law; Engineering","score_opus":0.5235699225469665,"score_gpt":0.49273647427907485,"score_spread":0.030833448267891694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013974666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9138896,0.00004727208,2.572518e-8,0.016884632,0.00004651808,0.0001833868,0.000007636005,0.000012067644,0.06892885],"genre_scores_gemma":[0.9980475,0.0008754761,0.00041237375,0.00045722452,0.00015425768,0.000021555361,1.03097875e-7,0.0000016780147,0.000029835264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987307,0.000016320788,0.00021886535,0.00013993973,0.000747038,0.00014712366],"domain_scores_gemma":[0.99944156,0.00011813113,0.00021084247,0.000009945259,0.00018886947,0.00003062271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036819295,0.000047282025,0.00008582625,0.000119880235,0.00033385423,0.000023496821,0.00085324974,0.00009282906,0.00015584577],"category_scores_gemma":[0.0008453423,0.000034851746,0.000045188084,0.000712131,0.0013448417,0.00052107166,0.00013804638,0.0001920106,0.0000027045483],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018774743,0.00017606096,0.17496757,0.000046355384,0.000002343117,1.7344327e-9,0.038182076,0.0000010884281,0.25143358,0.52426934,0.00046857496,0.0104342],"study_design_scores_gemma":[0.0001931736,0.000018972889,0.9123375,0.00009990034,0.000002638068,8.7050927e-7,0.007976594,0.0004518477,0.009466717,0.060689222,0.008638043,0.00012452868],"about_ca_topic_score_codex":0.00023862477,"about_ca_topic_score_gemma":0.000060340717,"teacher_disagreement_score":0.73736995,"about_ca_system_score_codex":0.000032329604,"about_ca_system_score_gemma":0.000020106847,"threshold_uncertainty_score":0.49551255},"labels":[],"label_agreement":null},{"id":"W2014120453","doi":"10.1177/1474474010382072","title":"Seeing climate change: the visual construction of global warming in Canadian national print media","year":2011,"lang":"en","type":"article","venue":"Cultural Geographies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Narrative; Climate change; Environmental communication; Global warming; Visual communication; Power (physics); Visual media; Political science; Media studies; Sociology; Linguistics; Public relations; Visual arts; Art; Ecology","score_opus":0.34233112911405383,"score_gpt":0.4182708135378471,"score_spread":0.07593968442379329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014120453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647984,0.00030109685,3.754765e-7,0.0012197403,0.00025997948,0.00016392628,0.00002648447,0.00002544968,0.033204563],"genre_scores_gemma":[0.9946668,0.0049457666,0.00014530169,0.0000931969,0.00009683237,0.000023966097,0.000023021332,0.0000020775383,0.000003001076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992146,0.00012083464,0.00015011017,0.00008641182,0.00019624988,0.00023180703],"domain_scores_gemma":[0.99957967,0.000032640044,0.000073694464,0.00006588497,0.00017361257,0.000074508775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004907756,0.00006134787,0.00007352221,0.00009677567,0.00041624418,0.000029367564,0.00017711814,0.000062725136,0.00023240752],"category_scores_gemma":[0.00010772301,0.000045579585,0.000047510803,0.00067189586,0.00055454765,0.00022577988,0.00003841336,0.00007472767,0.00000864179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009841711,0.000020318641,0.72559726,0.000008905186,0.000008361605,5.179001e-7,0.12792407,4.1942684e-7,0.00003137852,0.1157788,0.000029565026,0.03059056],"study_design_scores_gemma":[0.00008812691,0.000007091105,0.9059712,0.000034285848,0.000005722657,0.0000020528114,0.08751765,0.000023897379,0.000010695778,0.001839216,0.0044202465,0.00007976635],"about_ca_topic_score_codex":0.41471347,"about_ca_topic_score_gemma":0.93455,"teacher_disagreement_score":0.5198365,"about_ca_system_score_codex":0.00011489011,"about_ca_system_score_gemma":0.000054333905,"threshold_uncertainty_score":0.589184},"labels":[],"label_agreement":null},{"id":"W2014600767","doi":"10.1029/2006eo360008","title":"Petroleum geologists' award to novelist Crichton is inappropriate","year":2006,"lang":"en","type":"article","venue":"Eos","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Simon Fraser University","funders":"","keywords":"Journalism; State (computer science); Hoax; History; Library science; Environmental ethics; Media studies; Sociology; Philosophy; Medicine; Computer science","score_opus":0.28515691198057347,"score_gpt":0.42731694165473555,"score_spread":0.14216002967416208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014600767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5924396,0.000120632976,0.00052938383,0.039042093,0.0003158423,0.00022836115,0.000015959666,0.00015700168,0.3671511],"genre_scores_gemma":[0.9848713,0.0002507149,0.00045208534,0.0017299067,0.00032932629,0.000021080103,0.000027130916,0.0000063160246,0.012312135],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993419,0.00007069576,0.000108210465,0.00012433554,0.00017112045,0.00018372154],"domain_scores_gemma":[0.9995928,0.000025910958,0.000024048488,0.00022447716,0.00006655287,0.00006622667],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002848815,0.00005690797,0.0000774433,0.000051044866,0.000295959,0.00006119348,0.00018143236,0.000065752734,0.0011365568],"category_scores_gemma":[0.00005001407,0.000056637957,0.000042562806,0.00017026697,0.00008130072,0.000062339386,0.000058236004,0.00007113345,0.0009284103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017362615,0.001101909,0.27468398,0.00008483493,0.000039337618,0.000013969529,0.11590012,0.00010773201,0.013843219,0.08133256,0.4028076,0.10991114],"study_design_scores_gemma":[0.00010358346,0.000025449142,0.1071872,0.000008371681,0.0000059860026,5.017821e-7,0.0019299022,0.000059201568,0.00008464087,0.00053398195,0.8899546,0.00010656842],"about_ca_topic_score_codex":0.010072109,"about_ca_topic_score_gemma":0.008210951,"teacher_disagreement_score":0.48714703,"about_ca_system_score_codex":0.00010886212,"about_ca_system_score_gemma":0.000031917607,"threshold_uncertainty_score":0.9998495},"labels":[],"label_agreement":null},{"id":"W2015342389","doi":"10.1144/sp305.17","title":"Environmental geoscience; communication challenges","year":2008,"lang":"en","type":"article","venue":"Geological Society London Special Publications","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Newfoundland and Labrador","funders":"","keywords":"Earth science; Astrobiology; Environmental science; Data science; Computer science; Geology; Biology","score_opus":0.41287782338798273,"score_gpt":0.38204061092272484,"score_spread":0.03083721246525789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015342389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27424207,0.0025162844,0.0004416416,0.13637392,0.000307358,0.00074261875,0.00004995158,0.0006200511,0.58470607],"genre_scores_gemma":[0.77319705,0.2133536,0.0025766317,0.0013941329,0.0013319028,0.00016453984,0.00024083834,0.000011555464,0.007729749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813014,0.0003647256,0.00028668062,0.00032641238,0.00048589002,0.00040614285],"domain_scores_gemma":[0.9986096,0.00026035265,0.00014192062,0.00066597294,0.00009794966,0.00022419194],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080114306,0.00013257352,0.00016112646,0.000048703943,0.0035148272,0.000082317645,0.00091234647,0.0002500765,0.010208745],"category_scores_gemma":[0.00023860285,0.0001310241,0.00020772345,0.00041907013,0.0021248555,0.0004947294,0.00025866326,0.00030064455,0.0006809971],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019107662,0.0015911013,0.037564207,0.000008063269,0.00004106771,0.0000010307535,0.13379425,0.000010700664,0.00028958014,0.57542443,0.11803689,0.13321956],"study_design_scores_gemma":[0.00016072635,0.000017708946,0.20607443,0.000002219628,0.0000050360813,0.0000035970224,0.008681893,0.00003759982,0.0000019839767,0.002710795,0.7821589,0.00014508377],"about_ca_topic_score_codex":0.00032019173,"about_ca_topic_score_gemma":0.0009823253,"teacher_disagreement_score":0.66412205,"about_ca_system_score_codex":0.00026463257,"about_ca_system_score_gemma":0.00009437247,"threshold_uncertainty_score":0.99778247},"labels":[],"label_agreement":null},{"id":"W2015498364","doi":"10.1016/j.gloenvcha.2014.09.001","title":"Does effective climate policy require well-informed citizen support?","year":2014,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":161,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Climate policy; Climate change; Greenhouse gas; Business; Political science; Citizen science; Public economics; Public relations; Environmental resource management; Environmental economics; Economics","score_opus":0.12173577219540395,"score_gpt":0.3952212563661927,"score_spread":0.2734854841707888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015498364","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34499618,0.00009157227,0.000028137812,0.01252998,0.00090045936,0.0015586141,0.00077174284,0.00032718523,0.6387961],"genre_scores_gemma":[0.98903203,0.006081138,0.00004675,0.002690221,0.0009343648,0.00015368205,0.0002768256,0.000012569981,0.00077243545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850106,0.00024800643,0.00017967893,0.00023293972,0.00033778689,0.00050050847],"domain_scores_gemma":[0.99927574,0.00007164342,0.000106854524,0.00032658133,0.0000064678084,0.00021270939],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041243446,0.00016093663,0.00016195781,0.000047217574,0.00060054014,0.000066203684,0.00032560396,0.00014223505,0.0039786953],"category_scores_gemma":[0.00006229041,0.00012646068,0.00009645026,0.0001610584,0.00039335867,0.0004411008,0.00023158138,0.00008844213,0.002136369],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019041919,0.00040747374,0.11001567,0.0001286099,0.00004944996,0.00000608503,0.06551583,0.0000015621322,0.00067107787,0.052763734,0.0032611426,0.76698893],"study_design_scores_gemma":[0.00063071493,0.00014014076,0.13373828,0.000029285005,0.00001733401,0.0000024598014,0.008095307,0.000044162254,0.00003366356,0.0019040355,0.8550451,0.00031955563],"about_ca_topic_score_codex":0.0020074223,"about_ca_topic_score_gemma":0.0034651353,"teacher_disagreement_score":0.85178393,"about_ca_system_score_codex":0.0010047085,"about_ca_system_score_gemma":0.000018458863,"threshold_uncertainty_score":0.9986406},"labels":[],"label_agreement":null},{"id":"W2015952776","doi":"10.1038/embor.2010.143","title":"Anthropomorphism in science","year":2010,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Creatures; Anthropocentrism; Environmental ethics; Biology; Cognitive science; Psychology; Philosophy; Paleontology","score_opus":0.30473384942422016,"score_gpt":0.4834442741318992,"score_spread":0.17871042470767906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015952776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.734438,0.000011913995,0.0000027616218,0.002225734,0.00077302713,0.000069973714,2.2220162e-7,0.000035893954,0.26244247],"genre_scores_gemma":[0.99871576,0.00019977495,0.00018758955,0.00011662458,0.00009812517,0.000006492997,0.0000024450676,0.000002793798,0.00067037693],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992887,0.000029942954,0.00013667608,0.00013297562,0.0002513158,0.0001603985],"domain_scores_gemma":[0.9994503,0.000023113342,0.00006434338,0.0003190489,0.00007085395,0.00007232517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016267401,0.000032650576,0.000050590716,0.000095057476,0.0004262679,0.00005975677,0.00015161173,0.00004342003,0.002717851],"category_scores_gemma":[0.00042526165,0.000033200322,0.000014984047,0.0004135229,0.00084679207,0.00020316971,0.000046552963,0.00013673617,0.000046133406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006454868,0.00039253102,0.48116288,0.000009702351,0.0000022623665,0.00027651963,0.1643651,0.000002475352,0.15405425,0.076195866,0.0044191666,0.119112805],"study_design_scores_gemma":[0.00008482614,0.000009306391,0.28387696,0.000014979521,0.0000017414245,0.000045946254,0.006252569,0.000033884022,0.0005715232,0.0061470214,0.7027908,0.00017043344],"about_ca_topic_score_codex":0.003177129,"about_ca_topic_score_gemma":0.02925343,"teacher_disagreement_score":0.69837165,"about_ca_system_score_codex":0.000048958023,"about_ca_system_score_gemma":0.00017236553,"threshold_uncertainty_score":0.9981938},"labels":[],"label_agreement":null},{"id":"W2016055010","doi":"10.3138/cras-s031-02-01","title":"From Desk Set to The Net: Women and Computing Technology in Hollywood Films","year":2001,"lang":"en","type":"article","venue":"Canadian Review of American Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hollywood; Desk; Foundation (evidence); Power (physics); Public relations; Political science; Media studies; Sociology; Library science; History; Law; Computer science; Art history","score_opus":0.24591664510149666,"score_gpt":0.447813836253259,"score_spread":0.20189719115176233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016055010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82241005,0.083925344,0.000001797165,0.08973355,0.000049019043,0.0003207854,0.00003199332,0.000014099106,0.0035133662],"genre_scores_gemma":[0.5852002,0.40944162,0.00015760865,0.005095633,0.000030624728,0.000025357615,0.000003546059,0.000002992249,0.00004243101],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934614,0.00013159758,0.00015317366,0.000101643964,0.000065689856,0.00020175356],"domain_scores_gemma":[0.99945396,0.00012264427,0.00007780041,0.00018385073,0.000064845,0.00009689082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044622578,0.000056158005,0.00024555845,0.000101136495,0.00021954806,0.000008587108,0.0002089079,0.000015654134,0.00011598278],"category_scores_gemma":[0.00039007995,0.000044447173,0.000015029362,0.0008348179,0.00050270325,0.000019636891,0.00006423746,0.00006500691,0.000010097056],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002561429,0.000008603648,0.05083402,0.00012503468,0.000039899376,0.00000445887,0.18302256,0.00000150713,0.000009418638,0.00035434976,0.015943062,0.74965453],"study_design_scores_gemma":[0.000049678372,0.00003275031,0.026293023,0.00092692795,0.000007231962,8.693246e-7,0.3172708,0.0000039261663,2.0246644e-7,0.00018313121,0.65514416,0.00008731875],"about_ca_topic_score_codex":0.21794336,"about_ca_topic_score_gemma":0.7240989,"teacher_disagreement_score":0.7495672,"about_ca_system_score_codex":0.00016590775,"about_ca_system_score_gemma":0.0000760368,"threshold_uncertainty_score":0.7872644},"labels":[],"label_agreement":null},{"id":"W2016572931","doi":"10.1007/s10551-014-2322-5","title":"Strategies for Climate Change and Impression Management: A Case Study Among Canada’s Large Industrial Emitters","year":2014,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":149,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Business ethics; Denial; Climate change; Perception; Excellence; Impression management; Business; Promotion (chess); Quality of Life Research; Public relations; Marketing; Political science; Psychology; Social psychology; Law; Public health","score_opus":0.616616625264437,"score_gpt":0.45497499169588185,"score_spread":0.1616416335685551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016572931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98949933,0.00007630348,0.00042175522,0.007567069,0.0007509206,0.0004666825,0.000015108471,0.000010978433,0.0011918651],"genre_scores_gemma":[0.997372,0.0015987376,0.00006450902,0.0003659669,0.0005559827,0.000012993073,0.0000033201643,0.0000083459145,0.000018196351],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871254,0.00039781057,0.00027275548,0.00008311884,0.00034274458,0.00019102366],"domain_scores_gemma":[0.9986802,0.00034148924,0.000331304,0.000120368975,0.00043847124,0.00008819102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033726047,0.0000796337,0.00015989957,0.00009194881,0.00081200525,0.00016456672,0.00016341839,0.00014080416,0.000019446705],"category_scores_gemma":[0.0002453567,0.000068946705,0.000027100796,0.00015882305,0.00008537884,0.00041783,0.00007776304,0.0003736794,1.7012292e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004907921,0.0008006305,0.12765425,0.00096124044,0.00016555608,0.0006175495,0.71928334,0.00004968387,0.00005585262,0.020382412,0.004996249,0.12454242],"study_design_scores_gemma":[0.0034290922,0.00014943733,0.06624845,0.00043000557,0.00017820024,0.00008553885,0.82158715,0.00032544095,8.926128e-7,0.00049779145,0.10679755,0.00027048317],"about_ca_topic_score_codex":0.17013247,"about_ca_topic_score_gemma":0.856941,"teacher_disagreement_score":0.68680847,"about_ca_system_score_codex":0.000081342914,"about_ca_system_score_gemma":0.00022786239,"threshold_uncertainty_score":0.83539367},"labels":[],"label_agreement":null},{"id":"W2017391103","doi":"10.5539/jsd.v6n2p56","title":"Press Coverage of Climate Change Issues in Nigeria and Implications for Public Participation Opportunities","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Framing (construction); Climate change; Newspaper; Greenhouse gas; Political science; Environmental resource management; Environmental planning; Natural resource economics; Geography; Economics; Ecology; Law","score_opus":0.45327078733375925,"score_gpt":0.435911695181643,"score_spread":0.01735909215211623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017391103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726913,0.000768219,0.00013366538,0.02133338,0.000056013487,0.00096309604,0.000004548393,0.0000082914885,0.004041507],"genre_scores_gemma":[0.971058,0.027253825,0.0006558685,0.0001100293,0.000050080682,0.0003126062,0.000010198691,0.00000533218,0.000544039],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991299,0.00009680364,0.00038590017,0.000052034222,0.00011750381,0.00021788308],"domain_scores_gemma":[0.9987064,0.00009407157,0.00029737962,0.00007545603,0.00074669864,0.00007998239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010944908,0.000052205865,0.00013609586,0.00015955027,0.0002219718,0.00009325141,0.00011925849,0.000043744498,0.00010890183],"category_scores_gemma":[0.00017563658,0.00004964039,0.000021304942,0.00010723478,0.0000613965,0.0007168649,0.00004976422,0.000044825447,7.331037e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007607144,0.00047971436,0.11299747,0.0006534532,0.000042359658,0.000003035691,0.42143735,0.0000064108367,0.00024601907,0.12441475,0.002219077,0.33742428],"study_design_scores_gemma":[0.00048039373,0.000064856984,0.5346481,0.00007752681,0.0000069719304,0.0000013231684,0.17345151,0.000018532728,0.00003990932,0.0036843908,0.2874095,0.00011693988],"about_ca_topic_score_codex":0.00023513642,"about_ca_topic_score_gemma":0.0004584311,"teacher_disagreement_score":0.42165065,"about_ca_system_score_codex":0.00016393131,"about_ca_system_score_gemma":0.00015994669,"threshold_uncertainty_score":0.20242764},"labels":[],"label_agreement":null},{"id":"W2018616083","doi":"10.1007/s11027-012-9364-8","title":"Public perception, knowledge and policy support for mitigation and adaption to Climate Change in Costa Rica: Comparisons with North American and European studies","year":2012,"lang":"en","type":"article","venue":"Mitigation and Adaptation Strategies for Global Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"","keywords":"Climate change; Context (archaeology); Water scarcity; Poverty; Perception; Geography; Scarcity; Political science; Environmental resource management; Risk perception; Environmental planning; Economic growth; Business; Natural resource economics; Development economics; Economics; Psychology; Agriculture; Ecology","score_opus":0.4991147100537342,"score_gpt":0.4594452298860964,"score_spread":0.03966948016763783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018616083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98536587,0.0009749064,0.0014890457,0.008532972,0.000076802346,0.0017419322,0.00031055225,0.00008120591,0.0014267344],"genre_scores_gemma":[0.9862558,0.009336843,0.0022296922,0.000679232,0.00034757532,0.00072878815,0.0003940463,0.000015084272,0.000012890098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987411,0.00019913673,0.0002716246,0.00027134255,0.00014068512,0.00037612],"domain_scores_gemma":[0.999043,0.000116193514,0.0001778886,0.00009544735,0.00030749224,0.00025998088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006910225,0.00017856226,0.0002274099,0.00018359206,0.00072433864,0.00024145337,0.00006047704,0.000047334674,0.000005246802],"category_scores_gemma":[0.00009157451,0.00017631466,0.000020941505,0.00049756654,0.00042955598,0.0012071889,0.00005731193,0.000057665646,0.0000024857575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014451283,0.00013712302,0.31546664,0.00024068625,0.000028740982,1.97541e-7,0.26972446,0.0000014613821,0.00004599745,0.102837555,0.00027827357,0.31109434],"study_design_scores_gemma":[0.0006746054,0.0002608651,0.8091301,0.00005448511,0.00002768665,0.0000029748758,0.17461966,0.0007346165,4.1304423e-7,0.00029990924,0.013987986,0.00020669907],"about_ca_topic_score_codex":0.000929554,"about_ca_topic_score_gemma":0.06356685,"teacher_disagreement_score":0.49366346,"about_ca_system_score_codex":0.000163528,"about_ca_system_score_gemma":0.000046031968,"threshold_uncertainty_score":0.9535206},"labels":[],"label_agreement":null},{"id":"W2020536877","doi":"10.1177/1350508413489817","title":"How constructions of the future shape organizational responses: climate change and the Canadian oil sands","year":2013,"lang":"en","type":"article","venue":"Organization","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Climate change; Construct (python library); Organizational change; Political economy of climate change; Environmental resource management; Political science; Business; Public relations; Geography; Economics; Ecology","score_opus":0.1136557594072131,"score_gpt":0.30811010036859043,"score_spread":0.19445434096137731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020536877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5886879,0.00037370538,0.000019292089,0.39541337,0.0008489264,0.0006415851,0.0000892007,0.0000805363,0.013845501],"genre_scores_gemma":[0.9938413,0.0042630117,0.000057026402,0.0008709952,0.0003223322,0.000016637025,0.000053940355,0.000011498323,0.0005632923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99921024,0.00030095674,0.00010267396,0.00008599694,0.00017331449,0.00012684242],"domain_scores_gemma":[0.99904037,0.00007847234,0.000095327814,0.00019676847,0.0005236706,0.000065399785],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028623806,0.0000594038,0.00006974397,0.000057372945,0.0017299601,0.00022243646,0.00020995238,0.00009343052,0.0019314868],"category_scores_gemma":[0.00040047377,0.000039204613,0.000015801224,0.00084605144,0.0005127608,0.00025330562,0.000056466546,0.000079535326,0.000021427919],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012481402,0.00002589374,0.3337133,0.000029950073,0.000017928793,9.457841e-8,0.10483798,6.301172e-7,0.0006970354,0.52344066,0.0021162143,0.035107814],"study_design_scores_gemma":[0.0011420682,0.000012831466,0.8215787,0.000059320297,0.000062936946,0.000013679892,0.08402847,0.00032751285,0.000104604245,0.0027822892,0.08960953,0.00027809426],"about_ca_topic_score_codex":0.019569222,"about_ca_topic_score_gemma":0.31262514,"teacher_disagreement_score":0.5206584,"about_ca_system_score_codex":0.000092881324,"about_ca_system_score_gemma":0.00016268353,"threshold_uncertainty_score":0.99956965},"labels":[],"label_agreement":null},{"id":"W2023225748","doi":"10.1353/mon.2014.0071","title":"Theodor Fontane: Biologism and Fiction","year":2014,"lang":"en","type":"article","venue":"Monatshefte","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Materialism; Sympathy; Narrative; Instinct; Humanity; Philosophy; Mythology; Literature; Romance; Posthumanism; Reductionism; Determinism; Mimicry; Aesthetics; Psychoanalysis; Art; Epistemology; Psychology; Social psychology; Theology; Ecology","score_opus":0.4124938470671771,"score_gpt":0.4420289970655515,"score_spread":0.029535149998374366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023225748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6371154,0.00025707702,0.00050051545,0.009541168,0.00027857444,0.00014042242,0.0000036187196,0.00016491275,0.3519983],"genre_scores_gemma":[0.9951512,0.002884339,0.00014103074,0.00044921678,0.00012253724,0.000008283699,0.000011361593,0.0000035009464,0.0012285042],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999503,0.00017670779,0.00006411149,0.00008702572,0.00007148962,0.000097651566],"domain_scores_gemma":[0.9996805,0.000098646466,0.000029122695,0.00012319053,0.000025532294,0.00004300292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005147373,0.000038325525,0.000049811606,0.00002735971,0.0003328477,0.00003615853,0.000090381276,0.00006032849,0.00046171338],"category_scores_gemma":[0.00012618181,0.000034585468,0.000016935934,0.000060481765,0.00012413581,0.00006842711,0.000030805477,0.000053555865,0.00006097199],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017708266,0.000038425827,0.013431923,0.0000082687975,0.0000056971244,3.23161e-7,0.023830509,0.000002031506,0.0020020413,0.08806525,0.0051239585,0.86747384],"study_design_scores_gemma":[0.00012877886,0.000025110621,0.046696957,0.0000063407315,0.00000391983,7.4075916e-7,0.0034710262,0.00035070674,0.000017651466,0.0057587973,0.9434582,0.00008176571],"about_ca_topic_score_codex":0.00084672,"about_ca_topic_score_gemma":0.0018775129,"teacher_disagreement_score":0.9383342,"about_ca_system_score_codex":0.000024637035,"about_ca_system_score_gemma":0.0000055388336,"threshold_uncertainty_score":0.50554377},"labels":[],"label_agreement":null},{"id":"W2025711536","doi":"10.1080/14926150209556540","title":"Viewpoint: What can science education do for citizenship and the future of the planet?","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Planet; Citizenship; Astrobiology; Political science; Engineering ethics; Sociology; Environmental ethics; Engineering; Astronomy; Physics; Philosophy; Politics; Law","score_opus":0.10760323523385322,"score_gpt":0.35133264314080676,"score_spread":0.24372940790695352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025711536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76549464,0.009409472,0.000016726957,0.21975146,0.0015261897,0.00049053144,0.0000052547653,0.000005213874,0.0033004927],"genre_scores_gemma":[0.9932567,0.004809211,0.0012209141,0.00050498627,0.00009010467,0.000010106244,4.389299e-7,0.0000028347592,0.00010472945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99934417,0.000025702755,0.00019963992,0.00008342922,0.00018730936,0.00015972066],"domain_scores_gemma":[0.99871904,0.00008792288,0.00029490126,0.00021685485,0.000542021,0.00013925017],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018889036,0.000049782266,0.00009672507,0.00041015857,0.0015452382,0.00024519578,0.0006554179,0.000056577042,0.000036495072],"category_scores_gemma":[0.00063920935,0.000031096493,0.00001661304,0.00096885196,0.007461241,0.0002393596,0.00002494578,0.00011736252,4.6433053e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.16035e-7,0.000021414548,0.0005094623,0.000024363453,0.0000021247802,2.104618e-8,0.050446156,1.8817698e-7,0.00016532594,0.7565007,0.0007536491,0.19157565],"study_design_scores_gemma":[0.00030453296,0.000050317,0.0021905499,0.0004094626,0.000043056894,0.00013064654,0.52383476,0.00028902155,0.00016857436,0.45056587,0.021881625,0.00013156595],"about_ca_topic_score_codex":0.00031659438,"about_ca_topic_score_gemma":0.006329731,"teacher_disagreement_score":0.4733886,"about_ca_system_score_codex":0.00012301243,"about_ca_system_score_gemma":0.0029507866,"threshold_uncertainty_score":0.9997546},"labels":[],"label_agreement":null},{"id":"W2025770466","doi":"10.1890/0012-9623(2008)89[357:pac]2.0.co;2","title":"Public Affairs Committee","year":2008,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Outreach; Political science; Vice president; Governor; Public administration; Library science; Management; Law; Engineering","score_opus":0.36488296083137645,"score_gpt":0.35849538529754643,"score_spread":0.006387575533830014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025770466","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2039282,0.00022220677,0.00008443858,0.4092715,0.00021103912,0.0004915603,0.000024826038,0.00010725295,0.38565895],"genre_scores_gemma":[0.9850545,0.007035192,0.003393591,0.0023155052,0.00005620998,0.000013755189,0.0000053091812,0.000004461169,0.0021214702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892056,0.0003456627,0.00019659624,0.00009883401,0.00026324796,0.00017509905],"domain_scores_gemma":[0.99896044,0.00037401775,0.00022653368,0.0002735452,0.00011113471,0.00005434796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043615402,0.000060962906,0.00017401762,0.00000728852,0.000629169,0.0000063880966,0.0006260177,0.00010229763,0.0089346785],"category_scores_gemma":[0.00034019593,0.000042845604,0.00030137805,0.00020956028,0.002200138,0.000013613442,0.00021131338,0.00013607909,0.000057625013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009943084,0.00058245787,0.02712221,0.000013256281,0.00003781611,1.4077358e-7,0.013798856,0.00000838344,0.00028434754,0.0015341932,0.9495293,0.0070791193],"study_design_scores_gemma":[0.00010318778,0.00003934721,0.088619076,0.0000048251763,0.0000050888134,4.2418608e-7,0.008210287,0.000015333591,0.0000111499385,0.000201175,0.9027356,0.00005454578],"about_ca_topic_score_codex":0.00088799663,"about_ca_topic_score_gemma":0.000039364557,"teacher_disagreement_score":0.7811263,"about_ca_system_score_codex":0.000060126767,"about_ca_system_score_gemma":0.00003855075,"threshold_uncertainty_score":0.9919713},"labels":[],"label_agreement":null},{"id":"W2025965885","doi":"10.4245/sponge.v3i1.6569","title":"Exploring Epistemic Boundaries Between Scientific and Popular Cultures","year":2010,"lang":"en","type":"article","venue":"Spontaneous Generations A Journal for the History and Philosophy of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Misrepresentation; Epistemology; Popular culture; Negotiation; Sociology; Social science; Political science; Philosophy; Media studies; Law","score_opus":0.4705157829439147,"score_gpt":0.39277460876343845,"score_spread":0.07774117418047627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025965885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98546356,0.0024057042,0.0001378832,0.0071528093,0.003225774,0.00019276347,0.000017401602,0.0000131657425,0.0013909519],"genre_scores_gemma":[0.99593276,0.0018124881,0.000901841,0.00004621262,0.000572083,0.0000100153875,0.0000032414625,0.0000037644627,0.00071761786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921024,0.000055227258,0.00017700558,0.00013763683,0.00027383657,0.00014606699],"domain_scores_gemma":[0.9992019,0.000117023264,0.00012381481,0.00017535164,0.00026337866,0.00011854595],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0020549227,0.000063106694,0.00008816752,0.00013762349,0.011047676,0.00039841337,0.00034172827,0.000031170857,0.000041106927],"category_scores_gemma":[0.0002509733,0.000048141115,0.000038883973,0.00016419633,0.007685212,0.00052599603,0.000038747676,0.00018390303,8.613212e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037690486,0.000031498676,0.00060749357,0.00003071646,0.000015212028,0.000004135828,0.16868599,0.00001289461,0.12163414,0.67934793,0.0006330045,0.028959267],"study_design_scores_gemma":[0.00015730275,0.00007186084,0.00083370775,0.00003068402,0.000045370845,0.0003112627,0.004686567,0.00012723367,0.00015758905,0.05546458,0.93795246,0.00016139039],"about_ca_topic_score_codex":0.00010961274,"about_ca_topic_score_gemma":0.0015104711,"teacher_disagreement_score":0.93731946,"about_ca_system_score_codex":0.000100064855,"about_ca_system_score_gemma":0.00030424178,"threshold_uncertainty_score":0.9950153},"labels":[],"label_agreement":null},{"id":"W2026186204","doi":"10.1177/1748048510386745","title":"Picturing environmental risk: The Canadian oil sands and the National Geographic","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"National Geographic Society","keywords":"Resource (disambiguation); Environmental communication; Sublime; Oil sands; Visual communication; Risk communication; Public opinion; Environmental resource management; Environmental planning; Public relations; Sociology; Political science; Geography; Business; Aesthetics; Advertising; Environmental science; Computer science; Risk analysis (engineering); Archaeology; Law; Art","score_opus":0.28183465881366604,"score_gpt":0.36800203229942285,"score_spread":0.08616737348575682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026186204","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20011234,0.00094750605,0.000018343377,0.06969845,0.00028168445,0.00022437972,0.00008143289,0.0000636437,0.7285722],"genre_scores_gemma":[0.9774101,0.01878934,0.00015511007,0.002363531,0.00010481405,0.00006823254,0.00007143297,0.0000074251852,0.0010300175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984258,0.00071309373,0.00019622751,0.00011122104,0.00041109853,0.00014256129],"domain_scores_gemma":[0.9989082,0.00040580763,0.00015104671,0.0003604944,0.00009745792,0.000077001125],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020856939,0.00008025604,0.00006267707,0.00010698863,0.0025030356,0.00016864818,0.0011319056,0.00006539998,0.0014300914],"category_scores_gemma":[0.00023412904,0.000056454057,0.000060660117,0.00009693285,0.0011817827,0.00020268571,0.00018080132,0.00031447262,0.00007321416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017196016,0.00015088372,0.17509814,0.000004524032,0.00025974223,6.2801115e-7,0.24641067,0.000019300647,0.0000467891,0.48512337,0.003900058,0.08881395],"study_design_scores_gemma":[0.0007186186,0.000005527399,0.34682146,0.000016957616,0.000023601277,0.000004962835,0.005891551,0.0007356695,0.0000056672898,0.013498791,0.63213104,0.00014616743],"about_ca_topic_score_codex":0.15489167,"about_ca_topic_score_gemma":0.52756536,"teacher_disagreement_score":0.77729774,"about_ca_system_score_codex":0.0002124392,"about_ca_system_score_gemma":0.00006240554,"threshold_uncertainty_score":0.99948275},"labels":[],"label_agreement":null},{"id":"W2027733516","doi":"10.3390/ijerph110706923","title":"Climate Change and Cerebrospinal Meningitis in the Ghanaian Meningitis Belt","year":2014,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Climate change; Focus group; Nexus (standard); Perception; Cerebrospinal meningitis; Medicine; Geography; Coping (psychology); Meningitis; Environmental health; Psychology; Psychiatry; Ecology; Biology; Sociology; Neuroscience","score_opus":0.5587020645161538,"score_gpt":0.5170653807220378,"score_spread":0.041636683794116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027733516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86504763,0.0009190418,0.000021806176,0.12826174,0.00012622621,0.00016495778,0.000027477112,0.0000034319926,0.0054276604],"genre_scores_gemma":[0.9458283,0.052874584,0.0000957033,0.000785219,0.00036018674,0.000008916746,0.000014105009,0.000004321457,0.000028660423],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975271,0.00091580476,0.00025102095,0.000094445364,0.00088342937,0.00032819217],"domain_scores_gemma":[0.99919146,0.00031502705,0.00012751341,0.00007907867,0.000052221236,0.00023470979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066921697,0.00005268071,0.000095145624,0.00023991629,0.00045592408,0.0002429538,0.00038778316,0.000038296646,0.0002692909],"category_scores_gemma":[0.00021851454,0.000042138698,0.00002213823,0.00010219233,0.00038128483,0.0003874804,0.00012386429,0.00031907845,0.000005880024],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037921403,0.0002481598,0.057733383,0.000010263279,0.000011148492,0.00000766061,0.050777774,7.8485044e-8,0.00006931326,0.019350812,0.00035673764,0.8713967],"study_design_scores_gemma":[0.00083205214,0.00072764966,0.66445434,0.00012777462,0.0000014062132,0.00009685205,0.048723456,0.00008146295,0.000002098549,0.0030950499,0.2817603,0.00009752304],"about_ca_topic_score_codex":0.0012318923,"about_ca_topic_score_gemma":0.0025706887,"teacher_disagreement_score":0.8712992,"about_ca_system_score_codex":0.00024548022,"about_ca_system_score_gemma":0.000052500534,"threshold_uncertainty_score":0.35066456},"labels":[],"label_agreement":null},{"id":"W2028234525","doi":"10.1177/1075547007305165","title":"Notes on Metaphors, Notes as Metaphors","year":2007,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Metaphor; Commodification; Exhibition; Context (archaeology); Sociology; Musical; Salience (neuroscience); Epistemology; Rhetorical question; Cognitive science; Aesthetics; Psychology; Linguistics; Visual arts; Art; Cognitive psychology; History; Philosophy","score_opus":0.4561614604656212,"score_gpt":0.51025626121964,"score_spread":0.054094800754018735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028234525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64565015,0.0006565598,0.00052883057,0.02208865,0.00038946432,0.0004935174,0.0000055228697,0.00029418175,0.32989314],"genre_scores_gemma":[0.9912405,0.004923883,0.002470379,0.0010029618,0.00006110563,0.000016640155,0.000028740567,0.000010716278,0.00024508516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976794,0.00037815727,0.00031096427,0.00028998815,0.00087786757,0.00046361133],"domain_scores_gemma":[0.9962972,0.0013594361,0.0001883811,0.0015422814,0.00038590434,0.00022684305],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009083327,0.00013384636,0.00014806906,0.0004055018,0.002909839,0.00026128071,0.0021004183,0.00010183681,0.0006483527],"category_scores_gemma":[0.0032572935,0.00012601074,0.000081904946,0.0017978061,0.0019888738,0.00069048785,0.00027262513,0.0002741929,0.00065236806],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006967474,0.00039391246,0.005959403,0.000007973787,0.000014861548,9.3235104e-7,0.11156179,0.000025573177,0.025568591,0.46817905,0.00030522147,0.38791302],"study_design_scores_gemma":[0.0010690158,0.00040604736,0.23380913,0.00027123408,0.00010258685,0.0000075864045,0.10712197,0.0006560428,0.036168765,0.058568828,0.56019485,0.0016239544],"about_ca_topic_score_codex":0.004730112,"about_ca_topic_score_gemma":0.012140497,"teacher_disagreement_score":0.5598896,"about_ca_system_score_codex":0.00034753696,"about_ca_system_score_gemma":0.00021003143,"threshold_uncertainty_score":0.99838823},"labels":[],"label_agreement":null},{"id":"W2029084249","doi":"10.1007/s11111-011-0156-y","title":"Gender, political ideology, and climate change beliefs in an extractive industry community","year":2011,"lang":"en","type":"article","venue":"Population and Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture Food and Rural Development; University of New Brunswick; University of Alberta","funders":"Ministry of Environment; University of Alberta","keywords":"Climate change; Ideology; Socioeconomic status; Politics; Voting; Political economy of climate change; Population; Political science; Social psychology; Socioeconomics; Psychology; Sociology; Demography; Ecology","score_opus":0.6987483218631837,"score_gpt":0.45266635140743505,"score_spread":0.24608197045574864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029084249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99091136,0.000081154445,0.000005822377,0.0008043861,0.000030633542,0.00014922385,0.0000071895392,0.0000179028,0.007992338],"genre_scores_gemma":[0.99699724,0.0022797314,0.00017588005,0.00042775695,0.000036568952,0.000024861456,0.000043657717,0.000004633479,0.000009656288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990533,0.00047523028,0.000116441675,0.00009691467,0.00007654069,0.00018154675],"domain_scores_gemma":[0.9996565,0.00003532027,0.00003855964,0.00013935912,0.0000038852468,0.00012634935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000482163,0.000060073788,0.000073612035,0.000048449147,0.00036770556,0.000015145588,0.00006100234,0.00016332098,0.0004976646],"category_scores_gemma":[0.000016020036,0.00006444026,0.000008645821,0.000030741605,0.00019061421,0.0002395618,0.00007984431,0.0002667661,0.00000907959],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008377895,0.00012797635,0.89013296,0.0000053049844,0.0000011598871,3.540269e-7,0.061321452,2.0979166e-7,0.000018064264,0.032760363,9.112497e-7,0.015622876],"study_design_scores_gemma":[0.00014823042,0.000027402239,0.97395384,0.000006348774,0.000003956845,7.679706e-7,0.021013306,0.000055378623,0.0000013620676,0.0044007543,0.00031829713,0.00007035888],"about_ca_topic_score_codex":0.011199696,"about_ca_topic_score_gemma":0.008467582,"teacher_disagreement_score":0.08382089,"about_ca_system_score_codex":0.000086915126,"about_ca_system_score_gemma":0.0000023817045,"threshold_uncertainty_score":0.9953848},"labels":[],"label_agreement":null},{"id":"W2029698717","doi":"10.1080/17597269.2014.913901","title":"The polarization of public opinion on biofuels in North America: key drivers and future trends","year":2014,"lang":"en","type":"article","venue":"Biofuels","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Polarization (electrochemistry); Biofuel; Public opinion; Political science; Agricultural economics; Economics; Law; Politics; Biotechnology; Biology","score_opus":0.17747996887495437,"score_gpt":0.3711915387991138,"score_spread":0.19371156992415944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029698717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9373587,0.00047816808,0.000056458404,0.03323519,0.0006453214,0.00017699784,0.00002292319,0.000053337713,0.027972955],"genre_scores_gemma":[0.9834332,0.015827527,0.000042636268,0.00020996391,0.00021431998,0.000005962001,0.0000686599,0.000004781515,0.0001929331],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991197,0.0003436514,0.00013306842,0.000106050415,0.00015737284,0.00014015498],"domain_scores_gemma":[0.9994821,0.00011854698,0.00010077979,0.00019311937,0.000051696017,0.00005378941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038903469,0.000059084232,0.000080622536,0.000118884,0.0003238249,0.000058641966,0.0001871073,0.00007151532,0.000092785056],"category_scores_gemma":[0.00008982477,0.00004561451,0.00002507835,0.00054868695,0.00023328568,0.00012203754,0.00003271273,0.00007688413,0.000010980306],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075363087,0.000038683484,0.07036348,0.000005648913,0.0000029951166,2.5164095e-8,0.0145811215,3.9392228e-7,0.00023234717,0.012078409,0.00010251653,0.9025868],"study_design_scores_gemma":[0.0001761335,0.000050006955,0.28521508,0.000007008562,0.0000014582413,6.478899e-8,0.0062838476,0.000055929053,0.000005970341,0.00035217864,0.7077838,0.00006850257],"about_ca_topic_score_codex":0.00035616287,"about_ca_topic_score_gemma":0.0063753454,"teacher_disagreement_score":0.90251833,"about_ca_system_score_codex":0.000041089243,"about_ca_system_score_gemma":0.000018684124,"threshold_uncertainty_score":0.35575923},"labels":[],"label_agreement":null},{"id":"W2030510048","doi":"10.1016/j.envsci.2014.12.003","title":"Coverage and framing of climate change adaptation in the media: A review of influential North American newspapers during 1993–2013","year":2015,"lang":"en","type":"review","venue":"Environmental Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Framing (construction); Newspaper; Climate change; Psychological resilience; Adaptation (eye); News media; Political science; Environmental resource management; Geography; Psychology; Environmental science; Social psychology; Ecology","score_opus":0.25291589531228653,"score_gpt":0.43989113079642855,"score_spread":0.18697523548414202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030510048","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04139214,0.95573294,3.1366542e-7,0.0004224398,0.0000508283,0.0009911859,0.000116284864,0.000007834817,0.0012860104],"genre_scores_gemma":[0.031307153,0.968213,0.000023658416,0.0001958297,0.00012278989,0.00007168737,0.000053931773,0.000008737668,0.0000032134221],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978443,0.00044664336,0.00045687845,0.00023469984,0.00071703986,0.00030048826],"domain_scores_gemma":[0.9988253,0.00011073543,0.00062507484,0.00032062546,0.000011692968,0.00010653398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015101149,0.00016006948,0.0005487461,0.0002442512,0.00026456657,0.000027985445,0.0006490909,0.00004981429,0.000052988453],"category_scores_gemma":[0.00016510255,0.00012346178,0.00009415644,0.0012030794,0.0020369948,0.00033024504,0.00025388077,0.00017617812,0.00001139626],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013922587,0.000033903107,0.00061984954,0.0021434543,0.0000020330683,3.7428202e-7,0.037489206,4.532811e-7,0.000003239044,0.00006792431,0.0000026219307,0.95963556],"study_design_scores_gemma":[0.00030648854,0.0000993515,0.085503325,0.019466301,0.00018984891,0.000009725684,0.023941793,0.000012616332,5.646599e-7,0.000025362695,0.8699115,0.0005331186],"about_ca_topic_score_codex":0.010173548,"about_ca_topic_score_gemma":0.006557185,"teacher_disagreement_score":0.95910245,"about_ca_system_score_codex":0.00039506704,"about_ca_system_score_gemma":0.00015483446,"threshold_uncertainty_score":0.9964178},"labels":[],"label_agreement":null},{"id":"W2030651155","doi":"10.4000/vertigo.14007","title":"Mise en débat de la figure de l'expert dans les échanges en ligne sur les changements climatiques: héros, anti-héros et représentations de la science","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Ligne; Geography; Art","score_opus":0.14142567841502027,"score_gpt":0.4369739859038419,"score_spread":0.29554830748882166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030651155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93947065,0.0033670997,0.00096645,0.029859621,0.00032479098,0.0005296489,0.00007625898,0.00016422047,0.025241269],"genre_scores_gemma":[0.89947736,0.08877284,0.005039867,0.0016879222,0.00038123375,0.00024765797,0.000069066715,0.000037625137,0.004286426],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9951891,0.002895877,0.00032376617,0.0004069662,0.00044999344,0.0007343445],"domain_scores_gemma":[0.99765426,0.0011144046,0.0001688492,0.00052822754,0.0002200784,0.00031417268],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025660838,0.00025070916,0.00023386406,0.00018866571,0.0012275069,0.00053716137,0.0009170862,0.0004057181,0.002409772],"category_scores_gemma":[0.0009910025,0.0002644761,0.00011875762,0.00066074636,0.0017491068,0.0008320927,0.0002775518,0.00036825842,0.00020098116],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008451359,0.00046252937,0.11386807,0.00011485533,0.000026695687,0.000006047738,0.69381654,0.00002269599,0.14319305,0.010451831,0.013790596,0.02423865],"study_design_scores_gemma":[0.0006888818,0.00010681804,0.5753622,0.0007574144,0.00007757423,0.000024591356,0.16295433,0.0037554794,0.0046634106,0.0025088617,0.24844694,0.0006535147],"about_ca_topic_score_codex":0.02618475,"about_ca_topic_score_gemma":0.008181824,"teacher_disagreement_score":0.5308622,"about_ca_system_score_codex":0.0009086316,"about_ca_system_score_gemma":0.00039915953,"threshold_uncertainty_score":0.99998075},"labels":[],"label_agreement":null},{"id":"W2031283391","doi":"10.1068/d378","title":"Polar Bears and Energy-Efficient Lightbulbs: Strategies to Bring Climate Change Home","year":2004,"lang":"en","type":"article","venue":"Environment and Planning D Society and Space","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":215,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Politics; Argument (complex analysis); Political economy of climate change; Action (physics); Object (grammar); Process (computing); Energy (signal processing); Political science; Environmental ethics; Environmental resource management; Sociology; Economics; Computer science; Ecology; Law","score_opus":0.13839741828655458,"score_gpt":0.33060186848557377,"score_spread":0.1922044501990192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031283391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98710567,0.0036873147,0.00034585592,0.0068340623,0.00005645618,0.00009538656,0.000012138337,0.00003871818,0.0018244043],"genre_scores_gemma":[0.9497987,0.04861869,0.00071939296,0.00055515417,0.00013359176,0.0000085557,0.000012854211,0.000007736555,0.00014529703],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993287,0.000043192267,0.00007838525,0.00018469321,0.00013724975,0.0002277964],"domain_scores_gemma":[0.9996906,0.000041105024,0.000034419478,0.0000899791,0.000004368286,0.00013956302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000308994,0.00009823201,0.00010155892,0.000021684076,0.00071572274,0.00014715968,0.000057025092,0.00008604806,0.000033508382],"category_scores_gemma":[0.0000041966555,0.000100331104,0.000027586128,0.000053025804,0.00017350425,0.00013243381,0.00010249536,0.00008648533,0.0000073398214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002602415,0.00008499383,0.036825925,0.000058014677,0.000028931368,0.0000042417228,0.91784745,0.0008009688,0.0011295957,0.033331193,0.00031006077,0.009552621],"study_design_scores_gemma":[0.0010611308,0.00020718318,0.34840688,0.00034863697,0.000056048313,0.0000060992256,0.37413776,0.00074159977,0.00004289709,0.0012842917,0.27289772,0.0008097648],"about_ca_topic_score_codex":0.0008160228,"about_ca_topic_score_gemma":0.00012174656,"teacher_disagreement_score":0.5437097,"about_ca_system_score_codex":0.00004664565,"about_ca_system_score_gemma":0.000006890648,"threshold_uncertainty_score":0.5504833},"labels":[],"label_agreement":null},{"id":"W2032027876","doi":"10.1111/j.1399-0004.2006.00682.x","title":"The challenges of translating genomic knowledge","year":2006,"lang":"en","type":"article","venue":"Clinical Genetics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Publics; Translation (biology); Knowledge management; Set (abstract data type); Knowledge translation; Knowledge transfer; Computer science; Data science; Computational biology; Genetics; Biology; Political science; Politics; Gene","score_opus":0.685933075948944,"score_gpt":0.5435635400906589,"score_spread":0.14236953585828516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032027876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5277144,0.034831226,0.00006532056,0.009200531,0.0005776271,0.00021063519,0.000004645932,0.00004494992,0.42735067],"genre_scores_gemma":[0.92477345,0.07401486,0.00029543284,0.00002522912,0.00045094907,0.0000033671317,0.0000018456777,0.0000054841275,0.00042935985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896383,0.00038263123,0.00035873897,0.000085615655,0.000086060165,0.00012312934],"domain_scores_gemma":[0.9987037,0.0008516456,0.00009558903,0.00023600632,0.000077299876,0.000035769404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014121267,0.000040564824,0.000089860834,0.00001066991,0.00032234233,0.000016886925,0.00028317462,0.00008914856,0.000051076462],"category_scores_gemma":[0.0001255567,0.00003224143,0.00008162038,0.00006246807,0.00045274151,0.000011602324,0.00003465823,0.00009296429,0.0000415229],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000941834,0.00016300111,0.01195821,0.000011972212,0.00000803231,8.5876735e-8,0.012310436,0.000009940649,0.00029629402,0.08057288,0.00067149394,0.89398825],"study_design_scores_gemma":[0.00028845278,0.000062282415,0.20650959,0.000020458128,0.00001844666,1.3648479e-7,0.008374912,0.0003541102,0.000020778389,0.013947954,0.7702896,0.000113302136],"about_ca_topic_score_codex":0.00007691652,"about_ca_topic_score_gemma":0.011626841,"teacher_disagreement_score":0.89387494,"about_ca_system_score_codex":0.000013332892,"about_ca_system_score_gemma":0.000051103678,"threshold_uncertainty_score":0.64880496},"labels":[],"label_agreement":null},{"id":"W2032103739","doi":"10.1177/0270467609355055","title":"Stephen Schneider and the “Double Ethical Bind” of Climate Change Communication","year":2009,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Anticipation (artificial intelligence); Perspective (graphical); Climate change; Environmental ethics; Work (physics); Expression (computer science); Precautionary principle; Sociology; Epistemology; Key (lock); Political science; Philosophy; Ecology; Computer science; Biology; Engineering","score_opus":0.19376623305390778,"score_gpt":0.4145898242390114,"score_spread":0.22082359118510364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032103739","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4657733,0.0017374133,0.000019402783,0.49817038,0.000055463195,0.0006649934,0.0000053107124,0.00016276167,0.03341094],"genre_scores_gemma":[0.9547689,0.040728927,0.0026714462,0.0017354465,0.000016086628,0.000027566013,0.0000016748724,0.000003228607,0.000046737954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988079,0.00013359921,0.00025855371,0.00017952004,0.00035772144,0.0002626697],"domain_scores_gemma":[0.99865294,0.00019301286,0.00023721719,0.0005870758,0.00028799262,0.000041738473],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004525141,0.000076211705,0.00018611197,0.00010174733,0.0012476248,0.00003121435,0.0010890882,0.00032001012,0.00016908311],"category_scores_gemma":[0.00024411832,0.000058866088,0.00007390124,0.0010671249,0.017865153,0.00007036741,0.00032720092,0.00042719857,0.000011090761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005966071,0.000115554256,0.0021089904,0.000020845628,0.000007750017,6.704513e-8,0.090668924,6.28629e-7,0.0028738421,0.8532118,0.0016190859,0.049312834],"study_design_scores_gemma":[0.0069369357,0.00039973046,0.053561393,0.00053235854,0.000120105906,0.00001085479,0.48692852,0.00053094496,0.0024345112,0.06847319,0.37934515,0.0007263047],"about_ca_topic_score_codex":0.0005637322,"about_ca_topic_score_gemma":0.000118162694,"teacher_disagreement_score":0.7847386,"about_ca_system_score_codex":0.00005181476,"about_ca_system_score_gemma":0.000055845565,"threshold_uncertainty_score":0.98480767},"labels":[],"label_agreement":null},{"id":"W2032583011","doi":"10.1119/1.2120381","title":"Putting the Humanity Back into Quantum Physics","year":2005,"lang":"en","type":"article","venue":"The Physics Teacher","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bowdoin College","keywords":"Humanity; Globe; Physics education; Mathematics education; Science education; Physics; Sociology; Engineering physics; Mathematics; Psychology; Philosophy","score_opus":0.5266388532014219,"score_gpt":0.4637497883108788,"score_spread":0.06288906489054308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2032583011","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.416398,0.0002745921,0.001797712,0.0863904,0.00031529655,0.0006170606,0.000004629352,0.0002493128,0.493953],"genre_scores_gemma":[0.993742,0.00028340984,0.00018133585,0.00096372917,0.0022657926,0.000013996093,0.000008976258,0.000012941139,0.00252785],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989707,0.0004311853,0.00010463474,0.000098205724,0.00021057767,0.00018470408],"domain_scores_gemma":[0.9992108,0.00014553827,0.00008175247,0.0004759855,0.00005477926,0.000031191517],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008688262,0.00008011123,0.000072644325,0.00000460966,0.0014186356,0.00010851831,0.00058798655,0.00003638237,0.0007288057],"category_scores_gemma":[0.000036214828,0.000050391467,0.000071326234,0.00016252532,0.00033115453,0.00017791404,0.00011822221,0.00026667802,0.0012193592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031151376,0.00017541536,0.00063415006,0.000004819093,0.000016593525,2.7602812e-8,0.36076516,0.000048875678,0.00087778753,0.1953548,0.0076220646,0.43449718],"study_design_scores_gemma":[0.00021474663,0.000015303307,0.0047529293,0.00002274614,0.00003974516,2.1192531e-7,0.029705435,0.0040686857,0.000118943,0.2715209,0.6893031,0.00023723998],"about_ca_topic_score_codex":0.0016519162,"about_ca_topic_score_gemma":0.0025562467,"teacher_disagreement_score":0.68168104,"about_ca_system_score_codex":0.00010006904,"about_ca_system_score_gemma":0.000025573881,"threshold_uncertainty_score":0.9998814},"labels":[],"label_agreement":null},{"id":"W2033186565","doi":"10.5751/es-06592-190319","title":"Using social representations theory to make sense of climate change: what scientists and nonscientists in Australia think","year":2014,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Commonwealth Scientific and Industrial Research Organisation","keywords":"Climate change; Sociology; Environmental ethics; Epistemology; Ecology; Philosophy; Biology","score_opus":0.36094102158404523,"score_gpt":0.4871628799401227,"score_spread":0.12622185835607747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033186565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960119,0.000044928256,0.000049396458,0.0021401774,0.00030825363,0.0002091628,0.0000101903815,0.00001343129,0.0012125707],"genre_scores_gemma":[0.99572974,0.002345059,0.0009821979,0.00062847027,0.00008529348,0.000010774164,0.0000083080395,0.0000035768098,0.00020660055],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989289,0.00045780872,0.00013856488,0.00017260115,0.00009435994,0.00020776707],"domain_scores_gemma":[0.99952066,0.00019480816,0.00006767867,0.000102123864,0.000053961317,0.000060745944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020575577,0.00005569783,0.00012162944,0.00005026025,0.0008194989,0.00007741981,0.00007405103,0.00012888627,0.0001246258],"category_scores_gemma":[0.000093371986,0.00006047019,0.000038134698,0.00023799951,0.00065646233,0.00021659484,0.0001182184,0.000088988156,0.000005377383],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022942084,0.00010697482,0.1057078,0.00005719851,0.000012962491,0.0000011311486,0.7714178,0.000003948164,0.0013407032,0.09823458,0.00037706018,0.022716915],"study_design_scores_gemma":[0.00034775442,0.000023158873,0.9258343,0.00003333081,0.000015524793,0.0000026871462,0.06608987,0.00036904108,0.000009513113,0.0051992913,0.001961778,0.00011377118],"about_ca_topic_score_codex":0.00037921016,"about_ca_topic_score_gemma":0.008985637,"teacher_disagreement_score":0.8201265,"about_ca_system_score_codex":0.000043610627,"about_ca_system_score_gemma":0.000016396638,"threshold_uncertainty_score":0.6303006},"labels":[],"label_agreement":null},{"id":"W2033986703","doi":"10.1007/s11027-011-9307-9","title":"Downscaling and visioning of mountain snow packs and other climate change implications in North Vancouver, British Columbia","year":2011,"lang":"en","type":"article","venue":"Mitigation and Adaptation Strategies for Global Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Impact; University of British Columbia; Environment and Climate Change Canada","funders":"","keywords":"Climate change; Downscaling; Environmental resource management; Citizen journalism; Scale (ratio); Adaptation (eye); Process (computing); Computer science; Environmental planning; Environmental science; Geography; Psychology; Ecology; Cartography","score_opus":0.35501264511263847,"score_gpt":0.3866195267812606,"score_spread":0.03160688166862213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033986703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917341,0.0005459063,0.0005666929,0.0002578517,0.00008574154,0.00083795376,0.00042057422,0.0000468874,0.0055042896],"genre_scores_gemma":[0.9936984,0.0043694293,0.0012636238,0.0002844376,0.00006044818,0.00021680235,0.000080148464,0.000007477871,0.000019211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918354,0.00008318239,0.0002561785,0.00019066092,0.00010245163,0.00018396118],"domain_scores_gemma":[0.9994836,0.000064491374,0.00016055179,0.00008527216,0.00012517214,0.00008094986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003288544,0.000076849596,0.0001365433,0.000042300493,0.00039788397,0.0002070286,0.00006364842,0.000086500455,0.000058854126],"category_scores_gemma":[0.000040253686,0.000110855915,0.00002256079,0.0002368267,0.0002151999,0.00057919475,0.00003332832,0.000046483343,4.4006217e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040231957,0.00009179516,0.5520613,0.00016731836,0.00001175556,5.074035e-7,0.12683678,0.000001156275,0.000045910136,0.073525056,0.00009650597,0.24712165],"study_design_scores_gemma":[0.0006964116,0.000075641,0.8637715,0.00017058148,0.000018805607,0.0000022367076,0.11852131,0.0011347589,0.0000011803944,0.012217487,0.0031986625,0.00019140239],"about_ca_topic_score_codex":0.05742463,"about_ca_topic_score_gemma":0.85018146,"teacher_disagreement_score":0.79275686,"about_ca_system_score_codex":0.00004644186,"about_ca_system_score_gemma":0.000024702891,"threshold_uncertainty_score":0.94885206},"labels":[],"label_agreement":null},{"id":"W2034782841","doi":"10.1007/s11948-011-9327-6","title":"Hype and Public Trust in Science","year":2011,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of Environmental Health Sciences; Health Canada; National Institutes of Health","keywords":"Enthusiasm; Philosophy of science; Public trust; Public relations; Science communication; Empirical evidence; Empirical research; Political science; Sociology; Engineering ethics; Science education; Psychology; Epistemology; Social psychology; Law; Engineering","score_opus":0.6613253772258837,"score_gpt":0.44825079581353794,"score_spread":0.21307458141234575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034782841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9688164,0.00011327162,0.000057941616,0.0027756472,0.0001759052,0.00006250061,6.22652e-7,0.000048781512,0.02794894],"genre_scores_gemma":[0.9967835,0.002153619,0.0008571849,0.00015557924,0.000016720454,0.0000033089877,1.8628157e-7,0.0000021147735,0.000027795539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991554,0.000019413206,0.000066477805,0.00014684391,0.00036206865,0.00024980574],"domain_scores_gemma":[0.99950796,0.00006750127,0.000013665534,0.00012324925,0.00014913631,0.00013847748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047545214,0.00003963702,0.000043505686,0.00024727712,0.0006680953,0.00015532775,0.0002950186,0.00005498855,0.000029701889],"category_scores_gemma":[0.0017540588,0.000039336308,0.000004197614,0.0011400401,0.0021248914,0.0006467108,0.00010667192,0.00022603328,0.0000035002222],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023208484,0.00003752726,0.03820661,0.000034967896,7.259819e-7,0.0000012020306,0.3823628,0.000005839375,0.012129757,0.5364542,0.0000111313,0.03075291],"study_design_scores_gemma":[0.00038861253,0.00007913704,0.83294487,0.00015116733,0.0000053103436,0.000009423421,0.08164751,0.01440393,0.0005092125,0.0055203196,0.06370569,0.00063482526],"about_ca_topic_score_codex":0.00092223735,"about_ca_topic_score_gemma":0.0013059201,"teacher_disagreement_score":0.79473823,"about_ca_system_score_codex":0.000071117014,"about_ca_system_score_gemma":0.00031716013,"threshold_uncertainty_score":0.78292507},"labels":[],"label_agreement":null},{"id":"W2036110168","doi":"10.1162/leon_a_00815","title":"Balance-Unbalance: Art and Environmental Crisis","year":2014,"lang":"en","type":"article","venue":"Leonardo","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Balance (ability); Environmental crisis; Political science; Public relations; Environmental ethics; Business; Psychology; Sociology; Philosophy; Neuroscience","score_opus":0.1372667546932819,"score_gpt":0.3672567344828535,"score_spread":0.2299899797895716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036110168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6845233,0.00042777808,0.00033435234,0.04390389,0.00030954857,0.00018850951,0.00002302781,0.00013852284,0.27015108],"genre_scores_gemma":[0.99183947,0.0047154995,0.00008916717,0.0011869064,0.00015183148,0.0000074755185,0.000032525142,0.000004196154,0.001972956],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995066,0.00010439077,0.00006137368,0.00009594099,0.0001188862,0.00011281746],"domain_scores_gemma":[0.9997223,0.00004377004,0.000023835411,0.00014527602,0.000004649216,0.000060140796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024197105,0.00004289151,0.00005943479,0.000016950535,0.00025652625,0.00003257968,0.00009699994,0.000044504617,0.0014389285],"category_scores_gemma":[0.000020513164,0.00004407938,0.000018829927,0.000035184956,0.000115321534,0.00007349141,0.000032560438,0.00005176378,0.00031718484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039786006,0.0002175427,0.36936495,0.000034428303,0.00002224312,0.0000015549998,0.108111024,0.0000036782133,0.003016291,0.09421803,0.12412534,0.30084512],"study_design_scores_gemma":[0.00012372556,0.000012042952,0.035659872,0.000004900427,0.0000032719486,6.439697e-7,0.01575532,0.00015392262,0.000008605325,0.00059143687,0.94761044,0.00007584159],"about_ca_topic_score_codex":0.00008794622,"about_ca_topic_score_gemma":0.00030268793,"teacher_disagreement_score":0.8234851,"about_ca_system_score_codex":0.000031209263,"about_ca_system_score_gemma":0.0000041474573,"threshold_uncertainty_score":0.99947387},"labels":[],"label_agreement":null},{"id":"W2036264285","doi":"10.1002/wcc.272","title":"Perceptions of time in relation to climate change","year":2014,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Engineering and Physical Sciences Research Council","keywords":"Climate change; Perception; Perspective (graphical); Context (archaeology); Relation (database); Political economy of climate change; Sociology; Psychology; Social psychology; Ecology; Geography; Computer science; Artificial intelligence","score_opus":0.3368330004661727,"score_gpt":0.4609495733722845,"score_spread":0.12411657290611178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036264285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6918105,0.0068679084,0.00016306352,0.0402518,0.001710898,0.009569899,0.00048395325,0.00051726314,0.24862474],"genre_scores_gemma":[0.6683072,0.3242735,0.0008323957,0.001861713,0.0014754344,0.002316368,0.0005186253,0.000080964404,0.00033384355],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967009,0.001058972,0.0008921428,0.0004185303,0.00030184464,0.0006276037],"domain_scores_gemma":[0.9983962,0.00016384451,0.0003694099,0.00072861684,0.000117724376,0.00022416654],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00328842,0.00026270832,0.00063854526,0.00044349395,0.00054949336,0.00005172865,0.00057318434,0.0001970639,0.00282698],"category_scores_gemma":[0.00016984448,0.0002571144,0.00023062158,0.00086756714,0.0001852329,0.0006509723,0.0008352022,0.0002382515,0.0033269778],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001414271,0.0005640753,0.037259173,0.00079643406,0.000008942884,0.0000021709081,0.43497357,0.0000031943575,0.0020873367,0.006873342,0.0026918224,0.51459855],"study_design_scores_gemma":[0.0016211785,0.0011450116,0.44577456,0.016721288,0.00016359467,0.000012408764,0.03816831,0.0028286423,0.000016845777,0.0023709775,0.48916993,0.002007259],"about_ca_topic_score_codex":0.00021119919,"about_ca_topic_score_gemma":0.0050117383,"teacher_disagreement_score":0.51259124,"about_ca_system_score_codex":0.00026506654,"about_ca_system_score_gemma":0.000009739581,"threshold_uncertainty_score":0.9999881},"labels":[],"label_agreement":null},{"id":"W2036943524","doi":"10.1175/bams-d-12-00129.1","title":"Cross-Cultural Insights into Climate Change Skepticism","year":2013,"lang":"en","type":"article","venue":"Bulletin of the American Meteorological Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Skepticism; Climate change; Environmental ethics; Scientific consensus; Ideology; Sociology; Faith; Ethnography; Epistemology; Politics; Political science; Global warming; Law; Anthropology; Ecology; Philosophy","score_opus":0.20153173351260367,"score_gpt":0.41054168795706714,"score_spread":0.20900995444446346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036943524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94555414,0.00019240471,0.0000063532502,0.03715731,0.00012700801,0.00040222018,0.000004174445,0.00008592736,0.016470462],"genre_scores_gemma":[0.98049337,0.0075117224,0.0019703691,0.009304159,0.00021038674,0.00013662041,0.0000065541017,0.000008953451,0.00035784373],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982302,0.0005866955,0.00026712296,0.00021639682,0.0003439076,0.00035563277],"domain_scores_gemma":[0.9986137,0.00029427162,0.00034159533,0.00039645346,0.00023968605,0.00011428165],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005569923,0.00013444966,0.00026873688,0.000011237131,0.00092265714,0.0001002229,0.0008235046,0.0001082537,0.005579363],"category_scores_gemma":[0.00034123033,0.00008105256,0.00037678098,0.00031142405,0.003588752,0.00008256035,0.00040919377,0.00023203426,0.000479152],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017086095,0.0011086139,0.12801018,0.00012417223,0.00020790193,0.0000011740269,0.2769866,0.000019152547,0.022930995,0.04946469,0.102175705,0.41879997],"study_design_scores_gemma":[0.00024361601,0.00014229967,0.42111,0.000019093086,0.000023592982,5.754341e-7,0.01873857,0.00006751777,0.0000703122,0.002534026,0.55680966,0.00024071627],"about_ca_topic_score_codex":0.011916533,"about_ca_topic_score_gemma":0.00016934033,"teacher_disagreement_score":0.45463398,"about_ca_system_score_codex":0.00008834386,"about_ca_system_score_gemma":0.000011020962,"threshold_uncertainty_score":0.9991229},"labels":[],"label_agreement":null},{"id":"W2039105744","doi":"10.1177/1046878113514935","title":"WORLD CLIMATE","year":2014,"lang":"en","type":"article","venue":"Simulation & Gaming","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Austrian Science Fund","keywords":"Negotiation; Greenhouse gas; Climate change; Geopolitics; Political science; Global warming; Treaty; Business; Public relations; Environmental resource management; Politics; Economics; Law","score_opus":0.5077776061446024,"score_gpt":0.50428074634418,"score_spread":0.0034968598004224694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039105744","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2517646,0.000050093717,0.007315601,0.0028429746,0.00048387513,0.00022003213,0.000002767129,0.00036410394,0.73695594],"genre_scores_gemma":[0.99746317,0.00013059755,0.00035673016,0.00038763636,0.00027704544,0.000004164955,0.000019951949,0.0000066747825,0.0013540571],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928313,0.00019241661,0.000121518315,0.00009129697,0.00015304486,0.00015857483],"domain_scores_gemma":[0.9993683,0.0002946584,0.00005873693,0.00016541487,0.00006226136,0.000050635757],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007195974,0.000044983542,0.0000579224,0.00008345353,0.0005491325,0.00006600943,0.00010826573,0.00003430037,0.0012874263],"category_scores_gemma":[0.00019135208,0.000049636248,0.000029816401,0.00022325557,0.000053422464,0.00016645569,0.000029343115,0.00005613057,0.00030818203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023364622,0.00007052451,0.047007874,0.000029530487,0.000007015759,1.7479012e-7,0.07145104,0.022813594,0.0006874694,0.1659943,0.0003341555,0.69158095],"study_design_scores_gemma":[0.0001831922,0.000006932324,0.02228509,0.00002755008,0.000005791721,4.3218115e-8,0.0024299538,0.090267345,0.0000081906755,0.0014394947,0.8832208,0.00012562354],"about_ca_topic_score_codex":0.00011830519,"about_ca_topic_score_gemma":0.0034252347,"teacher_disagreement_score":0.88288665,"about_ca_system_score_codex":0.000055854474,"about_ca_system_score_gemma":0.000008419396,"threshold_uncertainty_score":0.9996255},"labels":[],"label_agreement":null},{"id":"W2039363019","doi":"10.1080/14790530902847046","title":"Canada's Tourism Industry—Mitigating the Effects of Climate Change: A Lot of Concern but Little Action","year":2009,"lang":"en","type":"article","venue":"Tourism and Hospitality Planning & Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Climate change; Tourism; Action (physics); Position (finance); Order (exchange); Business; Collective action; Marketing; Political science; Public relations; Finance","score_opus":0.1770256913219899,"score_gpt":0.3867184902574174,"score_spread":0.2096927989354275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039363019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912856,0.0005179613,0.000008715888,0.0032388822,0.00017507953,0.00028919047,0.000011515052,0.000023237233,0.004449799],"genre_scores_gemma":[0.99781036,0.0013466462,0.00015773282,0.00039413894,0.00013759719,0.00001753414,0.000020764825,0.0000045649977,0.00011068046],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99893147,0.0001385796,0.00027745354,0.00012888803,0.00030187,0.00022173316],"domain_scores_gemma":[0.9992695,0.0001732286,0.0002451239,0.0001532094,0.00008010851,0.00007883978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005878861,0.00009959569,0.00017270152,0.000032841745,0.00047040445,0.00003060005,0.00017156896,0.000121822115,0.00002638141],"category_scores_gemma":[0.00011759558,0.0000851795,0.000022941134,0.00012253963,0.00012431755,0.00009954591,0.000057325717,0.00019862328,6.1771516e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054099237,0.00019329185,0.11604938,0.000495109,0.00006839363,0.000018286724,0.3179292,0.000005689467,0.0012000006,0.0035341114,0.004027167,0.5564253],"study_design_scores_gemma":[0.00027106632,0.00006630807,0.96348685,0.0004420433,0.00001923431,9.544237e-7,0.023783227,0.000016517728,0.00128338,0.00024555088,0.010216045,0.0001688274],"about_ca_topic_score_codex":0.14439905,"about_ca_topic_score_gemma":0.04001824,"teacher_disagreement_score":0.84743744,"about_ca_system_score_codex":0.000108956214,"about_ca_system_score_gemma":0.00023453613,"threshold_uncertainty_score":0.97749895},"labels":[],"label_agreement":null},{"id":"W2039424521","doi":"10.1080/01972243.2014.875783","title":"Institutions for Civic Technoscience: How Critical Making is Transforming Environmental Research","year":2014,"lang":"en","type":"article","venue":"The Information Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Technoscience; Grassroots; Citizen science; Sociology; Power (physics); Public relations; Political science; Social science","score_opus":0.6250429930492297,"score_gpt":0.5434109365761898,"score_spread":0.08163205647303995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039424521","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09980663,0.00011306875,0.33955383,0.38019377,0.0008036553,0.0027992493,0.00018235562,0.00045715005,0.1760903],"genre_scores_gemma":[0.9957194,0.0005116616,0.0012813386,0.002068465,0.00011502955,0.00010321457,0.00002435933,0.0000028782094,0.00017369138],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989652,0.000104615945,0.00013977315,0.000065056855,0.00046532621,0.00025999764],"domain_scores_gemma":[0.99920046,0.0004221024,0.000038894108,0.00020842048,0.00008764177,0.00004247087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032575743,0.000051789175,0.000053986867,0.000039565723,0.0041116457,0.0002724092,0.0003835461,0.000092658745,0.00017332949],"category_scores_gemma":[0.00034144006,0.000041982654,0.000093083356,0.00027701294,0.001125543,0.0012353533,0.000053977965,0.00019707646,0.00007050821],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006989712,0.000040406037,0.00015832434,0.00004607692,0.000006101596,6.6530785e-9,0.54525954,0.000010325786,0.0006281865,0.31560606,0.01307163,0.12516637],"study_design_scores_gemma":[0.00011017031,0.000014995571,0.000214563,0.000015792448,0.000004319209,4.773224e-7,0.12901554,0.004233841,0.0000722426,0.0031959747,0.863057,0.00006508583],"about_ca_topic_score_codex":0.000040480303,"about_ca_topic_score_gemma":0.00007146839,"teacher_disagreement_score":0.8959127,"about_ca_system_score_codex":0.00019662415,"about_ca_system_score_gemma":0.00007108114,"threshold_uncertainty_score":0.9971849},"labels":[],"label_agreement":null},{"id":"W2040772416","doi":"10.1186/1471-2458-13-208","title":"Making the links: do we connect climate change with health? A qualitative case study from Canada","year":2013,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public health; Climate change; Context (archaeology); Incentive; Environmental health; Cognitive reframing; Medicine; Public relations; Behavior change; Biostatistics; Effects of global warming; Global warming; Environmental resource management; Political science; Psychology; Social psychology; Geography; Nursing; Ecology","score_opus":0.7240080636573546,"score_gpt":0.5433479947535296,"score_spread":0.18066006890382502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040772416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6273602,0.0018803488,0.00006285809,0.36583093,0.00023947877,0.0027593449,0.00014103699,0.00010627107,0.0016195193],"genre_scores_gemma":[0.98425114,0.0022653376,0.0002748763,0.01232492,0.00028532307,0.0005147482,0.000034553104,0.000017226508,0.000031899155],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.993259,0.004860019,0.0004053621,0.00027775712,0.0004906337,0.0007072244],"domain_scores_gemma":[0.9973703,0.0011163885,0.00037564637,0.00053223135,0.00021498222,0.00039043344],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044217473,0.00014266258,0.0002656866,0.00006818814,0.0023245513,0.00034039433,0.00038710306,0.000066020184,0.00090689084],"category_scores_gemma":[0.00021579905,0.0000987757,0.000028734705,0.0004990455,0.0001433449,0.00034676216,0.00010193885,0.0003518196,0.000042689564],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052184823,0.00011475863,0.010444149,0.000035925186,0.000011102581,0.000005830486,0.9405176,1.8697284e-7,3.789602e-8,0.0018787086,0.0035094074,0.043477073],"study_design_scores_gemma":[0.00032164782,0.000146812,0.013034539,0.00006730376,0.0000025386619,0.0000088157785,0.92966104,0.00007120839,5.7106413e-9,0.000097189906,0.056463987,0.00012493542],"about_ca_topic_score_codex":0.9920222,"about_ca_topic_score_gemma":0.9985137,"teacher_disagreement_score":0.35689092,"about_ca_system_score_codex":0.0010650761,"about_ca_system_score_gemma":0.0031004935,"threshold_uncertainty_score":0.99897426},"labels":[],"label_agreement":null},{"id":"W2041852634","doi":"10.1177/1350508413489815","title":"“What if technology worked in harmony with nature?” Imagining climate change through Prius advertisements","year":2013,"lang":"en","type":"article","venue":"Organization","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Harmony (color); Perception; Advertising; Agency (philosophy); Climate change; Sociology; Aesthetics; Psychology; Business; Visual arts; Art; Social science","score_opus":0.13358013407162067,"score_gpt":0.3813785794992239,"score_spread":0.2477984454276032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041852634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293335,0.00064886984,0.0002991065,0.056876313,0.00060175505,0.0012405158,0.0000029090097,0.00044339275,0.010553623],"genre_scores_gemma":[0.9851407,0.012640234,0.00067809364,0.0011299147,0.0000854158,0.000072456,0.000093842595,0.000022801189,0.00013657362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991543,0.00009005647,0.0001472282,0.00017917679,0.00017714013,0.00025207773],"domain_scores_gemma":[0.999402,0.000021327634,0.00009141463,0.00021913578,0.0002317492,0.00003441254],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001560494,0.00009023746,0.0000980053,0.000131642,0.00030673636,0.00018095644,0.00022997122,0.00019014277,0.0014776775],"category_scores_gemma":[0.00009432937,0.0000865606,0.0000084884305,0.0014638337,0.00010679295,0.0015887531,0.000085999076,0.00019331323,0.00029682938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013769406,0.00018295659,0.7614823,0.000031917716,0.000011709004,0.0000028538782,0.13768177,0.000004188941,0.0019417367,0.013726815,0.00057205587,0.08434795],"study_design_scores_gemma":[0.0022078354,0.000113774804,0.7757552,0.0009844428,0.00004050204,0.000007005112,0.15634921,0.00040693238,0.0013410619,0.0045347265,0.057316467,0.0009427869],"about_ca_topic_score_codex":0.0005288783,"about_ca_topic_score_gemma":0.001400008,"teacher_disagreement_score":0.08340516,"about_ca_system_score_codex":0.00016068004,"about_ca_system_score_gemma":0.000023199442,"threshold_uncertainty_score":0.9994351},"labels":[],"label_agreement":null},{"id":"W2042457745","doi":"10.1128/jmbe.v11i2.194","title":"The Use of Popular Fiction to Present a Professional Scientific Career to High School Students","year":2010,"lang":"en","type":"article","venue":"Journal of Microbiology and Biology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentorship; Outreach; Suspect; Perspective (graphical); Plot (graphics); Computer science; Medical education; Mathematics education; Psychology; Multimedia; Medicine; Artificial intelligence; Mathematics","score_opus":0.3094042437715011,"score_gpt":0.47735130517593044,"score_spread":0.16794706140442933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042457745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97841406,0.00013016407,0.000018246998,0.016675029,0.0045013893,0.00022014946,0.000010785514,0.000003032657,0.000027136204],"genre_scores_gemma":[0.9969326,0.000257881,0.00058130943,0.0003995977,0.00033422446,0.0000100649595,0.000029922017,0.0000024138667,0.0014519593],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991236,0.00035852878,0.00025473395,0.00009392554,0.00005162963,0.00011757956],"domain_scores_gemma":[0.9989227,0.000121114084,0.0002085684,0.00014128472,0.00050572614,0.0001006217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001198429,0.000049428912,0.00009605613,0.00013585902,0.0005742051,0.000052779324,0.00028123957,0.0001368346,0.0001001947],"category_scores_gemma":[0.0005278182,0.00003227034,0.000030742187,0.00014766632,0.00028675384,0.000087632296,0.000077955236,0.00020089219,0.000010093081],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001272541,0.00024454124,0.13836998,0.0000041016756,0.000022624798,5.3885618e-8,0.009004812,0.0000015192464,0.79059285,0.0016302213,0.03820732,0.021794727],"study_design_scores_gemma":[0.00011031819,0.000113896494,0.11178525,0.0000254797,0.000012889954,0.000010436251,0.0036203987,3.0610067e-7,0.0005782254,0.00021996726,0.883473,0.000049870217],"about_ca_topic_score_codex":0.00019980934,"about_ca_topic_score_gemma":0.0019983458,"teacher_disagreement_score":0.8452656,"about_ca_system_score_codex":0.00004059402,"about_ca_system_score_gemma":0.00025880252,"threshold_uncertainty_score":0.44163793},"labels":[],"label_agreement":null},{"id":"W2042754672","doi":"10.1186/1742-4690-9-s2-p110","title":"Motivators to participation in HIV vaccine trials and cancer trials: the application of personal and social categorization","year":2012,"lang":"en","type":"article","venue":"Retrovirology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Categorization; Human immunodeficiency virus (HIV); HIV vaccine; Clinical trial; Vaccine trial; Cancer; Family medicine; Internal medicine; Artificial intelligence","score_opus":0.47342993397215516,"score_gpt":0.5220673161310744,"score_spread":0.04863738215891922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042754672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843303,0.00048283697,0.0006055209,0.013917598,0.000079758116,0.00041174397,0.0000123130385,0.000009193575,0.0001507665],"genre_scores_gemma":[0.9980155,0.0012408114,0.000022246099,0.00025197983,0.00030054172,0.00011868316,0.00002240882,0.0000038808184,0.000023919425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777967,0.0015885456,0.00031786962,0.000085784464,0.00009267602,0.00013544064],"domain_scores_gemma":[0.9990122,0.0006394022,0.00020980675,0.0000613402,0.000038565086,0.0000386862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00492085,0.000049347647,0.000250557,0.000070828144,0.00017948804,0.000011190674,0.000057715417,0.00009814108,0.00012328861],"category_scores_gemma":[0.00092495687,0.000037660528,0.000023089378,0.00017067978,0.00007925611,0.00009534211,0.000026549747,0.00006126074,0.0000028232894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020802526,0.0000840445,0.6413874,0.000019534806,0.000016604237,1.6287194e-8,0.18262415,0.0000056284334,0.011727132,0.02032954,0.0003242413,0.1432737],"study_design_scores_gemma":[0.0007050036,0.00004362863,0.96374196,0.000004754598,0.000055388547,2.0388853e-7,0.007919549,0.00037682668,0.00014118651,0.0004080253,0.026519638,0.00008385698],"about_ca_topic_score_codex":0.0013605831,"about_ca_topic_score_gemma":0.0028797986,"teacher_disagreement_score":0.32235456,"about_ca_system_score_codex":0.000058019687,"about_ca_system_score_gemma":0.0000212254,"threshold_uncertainty_score":0.20568037},"labels":[],"label_agreement":null},{"id":"W2042832753","doi":"10.1037/1093-4510.10.1.1","title":"Governing the grapevine: The study of rumor during World War II.","year":2007,"lang":"en","type":"article","venue":"History of Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Rumor; Government (linguistics); Institution; Compromise; World War II; Political science; Media studies; Law; Sociology; Public relations","score_opus":0.40137564100034134,"score_gpt":0.4669589356287593,"score_spread":0.06558329462841794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042832753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8517234,0.0010429814,0.0000057897323,0.0018452851,0.00070055784,0.0001665804,7.182612e-7,0.00001565028,0.14449908],"genre_scores_gemma":[0.99120647,0.00045273732,0.000014338043,0.000323363,0.0000912566,0.000006331678,9.225336e-7,0.0000047141293,0.007899868],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915653,0.0002716381,0.00020241768,0.000088267974,0.00016171935,0.00011943775],"domain_scores_gemma":[0.99918693,0.0001698596,0.00019308731,0.00038270667,0.00004692293,0.000020465479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012953356,0.00004468255,0.0000912762,0.00006425458,0.00035996668,0.0000011406213,0.00042440122,0.00003138037,0.0013480403],"category_scores_gemma":[0.00006335006,0.00003092367,0.00004148375,0.00016707687,0.00048859464,0.000029186418,0.000050884963,0.00013124653,0.00001790201],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001546707,0.0008141618,0.03575001,0.000014092894,0.000031546322,0.0000015782671,0.89382523,0.0000025206218,0.0077948184,0.0023946543,0.045344032,0.01387268],"study_design_scores_gemma":[0.00024367952,0.00006308625,0.26874226,0.000005908989,0.000010122792,6.371467e-7,0.039867762,6.364386e-7,0.000002993317,0.00003878303,0.6909875,0.000036617705],"about_ca_topic_score_codex":0.0008677815,"about_ca_topic_score_gemma":0.03563828,"teacher_disagreement_score":0.8539575,"about_ca_system_score_codex":0.0001533185,"about_ca_system_score_gemma":0.000019323126,"threshold_uncertainty_score":0.9995649},"labels":[],"label_agreement":null},{"id":"W2044120139","doi":"10.1016/j.quaint.2007.03.004","title":"Rapid natural changes: A perspective from environmental philosophy","year":2007,"lang":"en","type":"article","venue":"Quaternary International","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Natural (archaeology); Environmental ethics; Vulnerability (computing); Perspective (graphical); Environmental change; History; Sociology; Geography; Ecology; Social science; Climate change; Archaeology; Philosophy; Biology","score_opus":0.24834818566845343,"score_gpt":0.4184224140013413,"score_spread":0.17007422833288785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044120139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71945304,0.0006855957,0.00016506086,0.035164006,0.0026287,0.0002037788,0.00014438463,0.00013466204,0.24142078],"genre_scores_gemma":[0.9925783,0.002105673,0.00023234737,0.0011462257,0.0018416527,0.000008467313,0.00029352136,0.000010315145,0.0017834869],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898076,0.000081189195,0.00013769991,0.00019527215,0.00042532652,0.00017975514],"domain_scores_gemma":[0.9995191,0.00011550694,0.000082605664,0.0001569994,0.000045494548,0.000080290505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032971206,0.00009213211,0.00007369923,0.000108072665,0.00023978016,0.000056324203,0.00044149454,0.00006641135,0.0087771015],"category_scores_gemma":[0.00003993393,0.00009707564,0.000061837694,0.000057135523,0.00018324147,0.00020637996,0.00008358661,0.00014944613,0.0005287055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009487603,0.0011287747,0.08784842,0.000006518486,0.0003905682,0.000106228355,0.47115844,0.0000027660549,0.031750854,0.1313546,0.0049089775,0.2703951],"study_design_scores_gemma":[0.0013171764,0.00010270917,0.08313537,0.00006811166,0.000023137873,0.000008696103,0.095650755,0.00067859987,0.00066008494,0.021764683,0.796006,0.00058467203],"about_ca_topic_score_codex":0.0034229355,"about_ca_topic_score_gemma":0.0038683072,"teacher_disagreement_score":0.79109704,"about_ca_system_score_codex":0.0005952258,"about_ca_system_score_gemma":0.000015856755,"threshold_uncertainty_score":0.992129},"labels":[],"label_agreement":null},{"id":"W2044565153","doi":"10.1386/cjcs.5.2.303_1","title":"Trust in science – not in scientists","year":2013,"lang":"en","type":"article","venue":"Catalan Journal of Communication & Cultural Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Rigour; CLARITY; Journalism; Science communication; Sociology; Reflection (computer programming); Engineering ethics; Social media; Work (physics); Media studies; Political science; Public relations; Epistemology; Science education; Pedagogy; Computer science; Engineering; Chemistry; Law","score_opus":0.5144677963017014,"score_gpt":0.5048375930384084,"score_spread":0.009630203263293002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044565153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97674596,0.003383508,0.0000011636031,0.01306933,0.0001564676,0.00016569633,0.000001132085,0.000009270837,0.0064674937],"genre_scores_gemma":[0.9726859,0.026461875,0.00043443835,0.00014003782,0.000035684312,0.000013592458,0.000004176341,0.0000030412727,0.0002212654],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985328,0.0003035114,0.000465599,0.00008993472,0.0003950209,0.00021316326],"domain_scores_gemma":[0.9981931,0.00017074721,0.00030340796,0.0003242921,0.00092621346,0.000082224324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00232508,0.00007720126,0.00019702718,0.00027930256,0.00062410685,0.00017249859,0.0011324856,0.000035232657,0.00011996571],"category_scores_gemma":[0.0010316984,0.000060919072,0.000044575074,0.0009696061,0.0015457342,0.0013747062,0.00022333342,0.0002489947,0.0000488758],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042857166,0.0003313444,0.14194229,0.000031042484,0.000029158335,0.000004793509,0.75033367,0.000052561103,0.011602998,0.012696663,0.0035124717,0.07942016],"study_design_scores_gemma":[0.0007187436,0.00003247123,0.6906447,0.00034210703,0.0000075113953,0.000014230656,0.28731167,0.000066350694,0.00015986661,0.0018699218,0.018634811,0.00019762687],"about_ca_topic_score_codex":0.0009619817,"about_ca_topic_score_gemma":0.005829001,"teacher_disagreement_score":0.5487024,"about_ca_system_score_codex":0.00046586007,"about_ca_system_score_gemma":0.00010387782,"threshold_uncertainty_score":0.5695322},"labels":[],"label_agreement":null},{"id":"W2044980790","doi":"10.1016/j.envsci.2011.09.008","title":"Anthropogenic climate change coverage in two Canadian newspapers, the Toronto Star and the Globe and Mail, from 1988 to 2007","year":2011,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Newspaper; Globe; Climate change; Salience (neuroscience); Scope (computer science); Government (linguistics); Political science; Content analysis; Global warming; Geography; Public relations; Advertising; Sociology; Business; Social science; Psychology; Computer science","score_opus":0.1407308765526789,"score_gpt":0.3796442546183221,"score_spread":0.23891337806564317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044980790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95162255,0.0007809839,5.11692e-7,0.010453735,0.00009207738,0.0004731357,0.000092677146,0.000009012037,0.036475297],"genre_scores_gemma":[0.9743081,0.021020722,0.0000465326,0.0043383036,0.00018323051,0.000030486066,0.000004882695,0.0000051670827,0.00006258314],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99880373,0.00017058471,0.00011249689,0.00022421121,0.00024396983,0.0004450297],"domain_scores_gemma":[0.9993247,0.000051080468,0.00003805407,0.00028189653,0.0000029428713,0.00030134074],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009451697,0.00009206087,0.00008582228,0.000047991696,0.0013242807,0.00010833423,0.0004734296,0.00002887134,0.0025220823],"category_scores_gemma":[0.00003715807,0.00006280165,0.000018822768,0.00019340409,0.002363355,0.00041848794,0.0002610908,0.00007360929,0.0000695278],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007845316,0.00006466489,0.123460315,0.0000017442405,0.0000049557975,0.0000027618278,0.72008926,7.125662e-7,0.0011818097,0.0223162,0.00017588062,0.13262327],"study_design_scores_gemma":[0.00039224673,0.000022518789,0.90461165,0.000008852552,0.000005202285,0.0000011790966,0.05030551,0.00003656146,0.0000130609305,0.0005374116,0.04393594,0.0001298623],"about_ca_topic_score_codex":0.95957,"about_ca_topic_score_gemma":0.963499,"teacher_disagreement_score":0.78115135,"about_ca_system_score_codex":0.0007687625,"about_ca_system_score_gemma":0.000067141424,"threshold_uncertainty_score":0.99997586},"labels":[],"label_agreement":null},{"id":"W2045619037","doi":"10.4000/ethiquepublique.1090","title":"Pour un climat de clarté ? Usages et mésusages de la transparence sur l’expertise scientifique en situation de controverse","year":2013,"lang":"fr","type":"article","venue":"Éthique Publique","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.1387327833073659,"score_gpt":0.3878711519789961,"score_spread":0.24913836867163017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045619037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6403706,0.002282282,0.029156677,0.28375596,0.00047092745,0.0010505451,0.00009441339,0.00027936214,0.042539235],"genre_scores_gemma":[0.93705344,0.03431025,0.0044488604,0.019161921,0.00028762355,0.00039946233,0.00008428859,0.000041912936,0.0042122123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9903185,0.007556486,0.00044840985,0.00043446422,0.00035774754,0.0008843909],"domain_scores_gemma":[0.9958602,0.002397874,0.00023892651,0.0004986404,0.00053345825,0.00047085673],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0077974615,0.00029504966,0.00029489453,0.00017903108,0.0005784768,0.0008779154,0.0007495548,0.00091773807,0.004534518],"category_scores_gemma":[0.0026030717,0.00033157205,0.00018603443,0.0004994923,0.0007800023,0.0017820585,0.00010874464,0.0009025769,0.00026553002],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000501307,0.0009492718,0.023923386,0.00028394625,0.00006761955,0.00002032754,0.27447325,0.00029028684,0.072163075,0.54815936,0.020438194,0.059181135],"study_design_scores_gemma":[0.0035063187,0.00022807547,0.32007533,0.0016514288,0.00023736098,0.00017988172,0.046787575,0.045750175,0.009299932,0.19663544,0.37335604,0.0022924398],"about_ca_topic_score_codex":0.01944812,"about_ca_topic_score_gemma":0.016735485,"teacher_disagreement_score":0.35291785,"about_ca_system_score_codex":0.0017456302,"about_ca_system_score_gemma":0.0014481746,"threshold_uncertainty_score":0.99991363},"labels":[],"label_agreement":null},{"id":"W2046854334","doi":"10.1371/journal.pone.0062403","title":"Scientists Popularizing Science: Characteristics and Impact of TED Talk Presenters","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Joint Information Systems Committee; National Science Foundation","keywords":"Presentation (obstetrics); Entertainment; Academic community; Population; Library science; Political science; Sociology; Computer science; Medicine; Demography","score_opus":0.40777403981175564,"score_gpt":0.4254327417459982,"score_spread":0.01765870193424257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046854334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99313,0.000022024713,0.0000029638134,0.00080423563,0.000027843196,0.00020850492,0.000010277956,0.000023942539,0.005770191],"genre_scores_gemma":[0.9989239,0.00039577382,0.00033123244,0.00002509221,0.000033055072,0.000008091667,0.000011796494,0.0000034050065,0.00026767014],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992059,0.000051016134,0.00011730768,0.00010565129,0.00035169118,0.00016842182],"domain_scores_gemma":[0.9993876,0.000026971124,0.00008120353,0.00017587103,0.00022098518,0.000107329855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038738747,0.000044277414,0.00009671319,0.000110720364,0.0004042105,0.00014487414,0.00022032607,0.000029872344,0.0004054579],"category_scores_gemma":[0.00028968434,0.000040990253,0.000022070486,0.00043202488,0.0006468658,0.00034016516,0.00009064364,0.000054067248,0.000023732076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006331838,0.00054946,0.435939,0.00004422815,0.000026281257,2.68774e-7,0.022672031,9.953329e-8,0.533467,0.00056648493,0.0001601727,0.0065686177],"study_design_scores_gemma":[0.0001132029,0.000033902987,0.99567425,0.00008866914,0.000014919891,2.732909e-7,0.0027262243,0.0005715036,0.0004413475,0.00020437042,0.000052705098,0.0000786463],"about_ca_topic_score_codex":0.006448546,"about_ca_topic_score_gemma":0.00030349637,"teacher_disagreement_score":0.55973524,"about_ca_system_score_codex":0.00007872559,"about_ca_system_score_gemma":0.00005839991,"threshold_uncertainty_score":0.9748316},"labels":[],"label_agreement":null},{"id":"W2047411715","doi":"10.1177/0963662508088668","title":"Marginal voices in the media coverage of controversial health interventions: how do they contribute to the public understanding of science?","year":2009,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Calgary; Université de Montréal","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Meaning (existential); Psychological intervention; Public relations; Relevance (law); Science communication; Media coverage; Order (exchange); News media; Public health; Sociology; Political science; Psychology; Media studies; Business; Medicine; Law; Science education","score_opus":0.49057877625076257,"score_gpt":0.4444615329357097,"score_spread":0.04611724331505285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047411715","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21086986,0.0008562603,0.0441505,0.6957496,0.0013076146,0.0019692744,0.00015145526,0.00006193654,0.044883493],"genre_scores_gemma":[0.9982074,0.0011496998,0.00009118551,0.0004813796,0.000044257387,0.0000058200653,0.000004169398,0.000003135871,0.000012974824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9963929,0.00045882852,0.00046922753,0.00028697305,0.0017667066,0.0006253573],"domain_scores_gemma":[0.99753636,0.0008504058,0.00058568077,0.00046940107,0.00036425795,0.00019388048],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.018332405,0.00011250067,0.00028194708,0.0009127076,0.002209504,0.0006604329,0.0024193022,0.000045640412,0.000062357234],"category_scores_gemma":[0.0031628162,0.00007775294,0.00011486558,0.0041617434,0.007100484,0.0015655557,0.00017392145,0.00018663936,0.0000011276035],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019181594,0.00011823348,0.002266675,0.00002105462,0.0000042596557,1.9340054e-7,0.089143336,0.000006434484,0.00044805737,0.90589404,0.0002502223,0.0018282911],"study_design_scores_gemma":[0.0010553404,0.00035206304,0.018695185,0.0004365246,0.000014088714,0.000003349328,0.8855987,0.0003045797,0.00004060148,0.08981189,0.0034762202,0.00021141872],"about_ca_topic_score_codex":0.0005858761,"about_ca_topic_score_gemma":0.012127814,"teacher_disagreement_score":0.8160822,"about_ca_system_score_codex":0.0017874686,"about_ca_system_score_gemma":0.0012438823,"threshold_uncertainty_score":0.9990895},"labels":[],"label_agreement":null},{"id":"W2047524458","doi":"10.1073/pnas.1015419108","title":"Reply to Bodenstein: Contextual data about the relative scale of opposing scientific communities","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Human capital; Scale (ratio); Business; Public relations; Sociology; Political science; Economics; Economic growth; Geography","score_opus":0.5142043133694294,"score_gpt":0.4699441003756575,"score_spread":0.04426021299377192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047524458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91956836,0.00007807727,0.000001388721,0.032722663,0.00009509525,0.00028251368,0.00007712141,0.000012108804,0.04716267],"genre_scores_gemma":[0.99764377,0.00009095748,0.0010175831,0.00067149743,0.000074492185,0.0000059783747,0.00000145884,0.0000027454164,0.00049153436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99806076,0.00005243234,0.00033682905,0.00016546967,0.0012424733,0.00014201677],"domain_scores_gemma":[0.99813956,0.0005464071,0.00046986557,0.000065282424,0.0007370897,0.00004177],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0073109576,0.000064511085,0.0001230004,0.00013927351,0.0017250415,0.000120069766,0.0034666287,0.000066228145,0.00008276324],"category_scores_gemma":[0.0016167406,0.000041159114,0.000048659087,0.00097514334,0.0060855057,0.00088388583,0.00072309584,0.00028384087,0.0000031164852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003251777,0.00012114599,0.015456979,0.00005014199,0.000019366575,1.3129935e-9,0.1621997,0.000011727604,0.29063475,0.5175829,0.008832361,0.005058425],"study_design_scores_gemma":[0.0006637877,0.00016103373,0.2430134,0.0011177352,0.00009113021,0.000008872331,0.33332554,0.0033999349,0.07001525,0.13812284,0.209503,0.0005774738],"about_ca_topic_score_codex":0.0005708707,"about_ca_topic_score_gemma":0.00016054662,"teacher_disagreement_score":0.37946004,"about_ca_system_score_codex":0.000025171395,"about_ca_system_score_gemma":0.000085840744,"threshold_uncertainty_score":0.9995746},"labels":[],"label_agreement":null},{"id":"W2047812235","doi":"10.1007/s10488-008-0199-2","title":"The Triumph of Pharmaceuticals: The Portrayal of Depression from 1980 to 2005","year":2008,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Depression (economics); Reductionism; Variety (cybernetics); Phenomenon; Psychology; Psychiatry; Sociology; Epistemology; Computer science; Philosophy; Economics","score_opus":0.43721701026389015,"score_gpt":0.6176016755798668,"score_spread":0.18038466531597663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047812235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8656204,0.0046801143,5.2212783e-7,0.12691095,0.00006838228,0.0009900755,0.00014991718,0.0000064007195,0.0015732608],"genre_scores_gemma":[0.8523977,0.14370227,0.000047649977,0.003481066,0.000076720695,0.000028988494,0.000098733704,0.000003998044,0.00016288938],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975022,0.0010013924,0.00045073841,0.00014901494,0.0004924568,0.00040416545],"domain_scores_gemma":[0.99883664,0.00033481876,0.00013572835,0.00016397795,0.000045917033,0.00048294407],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0024355815,0.00007016295,0.00014526091,0.00010888419,0.0019124931,0.000027224745,0.00021198443,0.000049347866,0.000045800996],"category_scores_gemma":[0.000018727931,0.000049034294,0.000018494029,0.00033784175,0.0004329652,0.00009157499,0.00009245913,0.00018968497,0.0000033742972],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018489293,0.00056578184,0.057652984,0.00070657383,0.000012220693,6.631201e-7,0.66777945,2.8416778e-7,0.00072332454,0.0072786696,0.0028165025,0.26061466],"study_design_scores_gemma":[0.001907645,0.0011280898,0.14224145,0.0004927508,0.0000014808846,0.000011540068,0.3382747,0.00034651416,0.00053933344,0.00047130414,0.5144301,0.00015513053],"about_ca_topic_score_codex":0.053652946,"about_ca_topic_score_gemma":0.07645059,"teacher_disagreement_score":0.51161355,"about_ca_system_score_codex":0.00017220029,"about_ca_system_score_gemma":0.0008370905,"threshold_uncertainty_score":0.9993869},"labels":[],"label_agreement":null},{"id":"W2051056622","doi":"10.17831/enq:arcc.v10i1.162","title":"An Interdisciplinary and Intersectoral Action-research Method: Case-Study of Climate Change Adaptation by Cities Using Participatory Web 2.0 Urban Design","year":2013,"lang":"en","type":"article","venue":"Enquiry The ARCC Journal for Architectural Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Crowdsourcing; Context (archaeology); Urban design; Citizen journalism; Participatory action research; Government (linguistics); Participatory design; Adaptation (eye); Knowledge management; Urban planning; Computer science; Geography; Sociology; Engineering; World Wide Web; Psychology; Civil engineering","score_opus":0.9106145867669662,"score_gpt":0.6660348129054235,"score_spread":0.24457977386154262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051056622","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99431425,0.00024806615,0.0014393779,0.001572501,0.00021236116,0.002062772,0.000014219509,0.000022055654,0.00011440969],"genre_scores_gemma":[0.99732876,0.0005699817,0.0010353304,0.000025923477,0.0005147472,0.00043802965,0.0000048815054,0.000025409554,0.00005693279],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9883331,0.009430774,0.00038839053,0.00023719808,0.00086680806,0.000743738],"domain_scores_gemma":[0.9954366,0.0030401144,0.00014292133,0.00033944345,0.0007663388,0.00027455454],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.014772614,0.0001320823,0.00020044621,0.0005164465,0.004955173,0.00041718857,0.000585682,0.00007717943,0.000248181],"category_scores_gemma":[0.00040054802,0.00009460249,0.00007324927,0.00047743114,0.0010321649,0.0006705647,0.0003550777,0.00096268795,0.0000056083327],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038138987,0.00023302075,0.0016591069,0.000044152657,0.000040312265,0.000011260529,0.83198214,0.00009343746,0.017416267,0.00012644319,0.00071105425,0.14730139],"study_design_scores_gemma":[0.00054696394,0.0016189937,0.0013110195,0.0000881196,0.000019267427,0.0001910895,0.93242955,0.060249016,0.000104268554,0.0028504916,0.00044594888,0.00014526863],"about_ca_topic_score_codex":0.007664602,"about_ca_topic_score_gemma":0.008223033,"teacher_disagreement_score":0.14715612,"about_ca_system_score_codex":0.00023712589,"about_ca_system_score_gemma":0.00011230966,"threshold_uncertainty_score":0.99894345},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2052162182","doi":"10.1016/j.techfore.2010.12.006","title":"Envisioning sustainability: Recent progress in the use of participatory backcasting approaches for sustainability research","year":2011,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":327,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Natural Resources Canada; University of British Columbia","funders":"","keywords":"Backcasting; Sustainability; Citizen journalism; General partnership; Process (computing); Management science; Government (linguistics); Action plan; Business; Process management; Knowledge management; Computer science; Engineering; Economics; Management","score_opus":0.9609393026556877,"score_gpt":0.54083370655668,"score_spread":0.42010559609900777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052162182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894353,0.00024600193,0.00006373531,0.008093545,0.000019336798,0.001520583,0.000006508508,0.000088045934,0.0005269238],"genre_scores_gemma":[0.99826175,0.0002145176,0.00062161154,0.00003927526,0.000068820336,0.00076787424,0.0000072764246,0.0000068837367,0.000011992367],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99773115,0.0009997698,0.0002675304,0.00023839738,0.00027073265,0.00049240683],"domain_scores_gemma":[0.9980943,0.0011160118,0.00010451977,0.0001942144,0.0004557218,0.000035219295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007588849,0.00009005348,0.00017927971,0.00012664944,0.001229235,0.00005592081,0.00030864612,0.00026026377,0.000023496737],"category_scores_gemma":[0.0048537394,0.00006737062,0.00004913897,0.0006210761,0.0022965297,0.00014671181,0.00020736607,0.00036406683,2.8742195e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051564875,0.00019633863,0.049539253,0.00011522353,0.0000024876133,0.0000011553105,0.23584948,1.2655356e-7,5.4266e-7,0.07554079,0.000013641141,0.6386894],"study_design_scores_gemma":[0.00040842962,0.00036988207,0.06320642,0.000080141916,0.000018657334,0.0000012543017,0.7708879,0.0022578167,0.000010117146,0.1309283,0.031563867,0.00026723914],"about_ca_topic_score_codex":0.00062337227,"about_ca_topic_score_gemma":0.001066834,"teacher_disagreement_score":0.63842213,"about_ca_system_score_codex":0.00023202087,"about_ca_system_score_gemma":0.000058452417,"threshold_uncertainty_score":0.94544053},"labels":[],"label_agreement":null},{"id":"W2052471825","doi":"10.1177/1464884911412844","title":"Science blogs as boundary layers: Creating and understanding new writer and reader interactions through science blogging","year":2011,"lang":"en","type":"article","venue":"Journalism","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Affordance; Boundary (topology); Boundary-work; Phenomenon; Sociology; Epistemology; Computer science; World Wide Web; Social science; Human–computer interaction; Mathematics","score_opus":0.707581602418286,"score_gpt":0.5026662715544773,"score_spread":0.20491533086380875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052471825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6384316,0.00043069365,0.0010243491,0.007838483,0.0004399721,0.000116628114,0.0000012214749,0.00006168152,0.35165536],"genre_scores_gemma":[0.99139637,0.003595468,0.0032015867,0.0007736549,0.00018257594,0.0000013015591,4.472622e-7,0.000006219519,0.0008423686],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988991,0.00007277299,0.00016808827,0.0002063288,0.00035846588,0.00029524488],"domain_scores_gemma":[0.99928236,0.00010467782,0.00012244395,0.00016509424,0.00010345042,0.0002219868],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015448098,0.000076665405,0.0000888079,0.0002672438,0.004076394,0.0008481282,0.00029487562,0.000036463483,0.0007230642],"category_scores_gemma":[0.00034243852,0.00007195531,0.000020482103,0.0006636539,0.002193253,0.002191557,0.00016171818,0.00022958887,0.00001077868],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001279436,0.00003551533,0.006287984,0.0000067010455,0.000007642496,0.000004459823,0.7944019,2.8513574e-7,0.011696186,0.17968445,0.0004064529,0.0074556703],"study_design_scores_gemma":[0.0007632037,0.00012553346,0.026422324,0.00059425976,0.0000529505,0.0003388659,0.70560247,0.00042109715,0.00048510107,0.16427816,0.100354485,0.00056155026],"about_ca_topic_score_codex":0.003591375,"about_ca_topic_score_gemma":0.0012608009,"teacher_disagreement_score":0.35296476,"about_ca_system_score_codex":0.00031040687,"about_ca_system_score_gemma":0.00041826905,"threshold_uncertainty_score":0.99722016},"labels":[],"label_agreement":null},{"id":"W2053104146","doi":"10.1080/14926150903047798","title":"Print Media Representations of Science Fairs","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Mount Saint Vincent University","funders":"","keywords":"Newspaper; Ideology; Commodification; Instrumentalism; Science communication; Political science; Mass media; Public relations; Sociology; Media studies; Science education; Pedagogy; Politics; Epistemology; Law","score_opus":0.17127250684009163,"score_gpt":0.42904322057112876,"score_spread":0.2577707137310371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053104146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96247023,0.00021088542,0.00012744272,0.019011954,0.0003443381,0.00010275721,0.0000013295821,0.000008224771,0.017722858],"genre_scores_gemma":[0.991031,0.0003731093,0.008473353,0.000048098023,0.000029640647,0.0000013125064,3.57369e-7,0.0000015124182,0.000041609455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99920887,0.000011380273,0.0002499412,0.000087195884,0.0002628813,0.00017971947],"domain_scores_gemma":[0.99824446,0.000042587122,0.00026029375,0.00020564291,0.0009848884,0.00026214405],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016662074,0.000041397467,0.00009295906,0.0013997265,0.0008777124,0.00007957583,0.0006169859,0.000048815946,0.000056595793],"category_scores_gemma":[0.0019754015,0.000038821843,0.000015346497,0.0020422612,0.006916384,0.00037109695,0.000016622462,0.000103828344,0.000001954125],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.2327096e-7,0.000073247094,0.00284239,0.000007654277,0.0000014727449,4.2092444e-7,0.08959005,0.0000011329124,0.010325516,0.7789261,0.00014344972,0.11808806],"study_design_scores_gemma":[0.0001698351,0.00012580473,0.041374963,0.0002638325,0.000026274223,0.00007850428,0.5231174,0.00016850645,0.003987145,0.42422354,0.006273773,0.00019039786],"about_ca_topic_score_codex":0.0007787388,"about_ca_topic_score_gemma":0.005522979,"teacher_disagreement_score":0.43352738,"about_ca_system_score_codex":0.00018291584,"about_ca_system_score_gemma":0.0054414715,"threshold_uncertainty_score":0.99578625},"labels":[],"label_agreement":null},{"id":"W2053503022","doi":"10.1016/j.futures.2011.01.009","title":"Future visioning of local climate change: A framework for community engagement and planning with scenarios and visualisation","year":2011,"lang":"en","type":"article","venue":"Futures","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":368,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Climate change; Agency (philosophy); Adaptation (eye); Environmental resource management; Public engagement; Community engagement; Environmental planning; Process (computing); Local community; Conceptual framework; Scale (ratio); Climate change adaptation; Political science; Process management; Business; Computer science; Sociology; Public relations; Geography; Environmental science; Psychology","score_opus":0.532151749331319,"score_gpt":0.4590189746143695,"score_spread":0.07313277471694951,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053503022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910818,0.0008462771,0.005138504,0.00076551543,0.00017284477,0.00047083132,0.000018602088,0.000049890354,0.0014557823],"genre_scores_gemma":[0.9907919,0.001895817,0.006685153,0.00024655942,0.00030457604,0.000043596025,0.000022204258,0.0000074630725,0.0000026894572],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992723,0.0003152592,0.00010084606,0.00008000675,0.00010425556,0.00012737456],"domain_scores_gemma":[0.9994428,0.00020378284,0.00009367936,0.0001385088,0.00007182849,0.000049404116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086336717,0.0000677035,0.000100197874,0.00004870495,0.0011015271,0.000031518342,0.00009609422,0.00009310965,0.0000592428],"category_scores_gemma":[0.000053942207,0.000056503362,0.000014538461,0.000078841105,0.00018308002,0.00012973107,0.00007145713,0.00018426774,3.804838e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016810469,0.00006070172,0.013930763,0.00011787628,0.0000115911635,2.393733e-7,0.85894203,0.0000013087589,0.000040325158,0.050191853,0.00006480027,0.07647042],"study_design_scores_gemma":[0.0004062551,0.00026614254,0.19840434,0.00038548306,0.000033467793,0.0000010084656,0.79056317,0.00019501941,0.000060679333,0.0031398819,0.006384303,0.0001602792],"about_ca_topic_score_codex":0.0007802904,"about_ca_topic_score_gemma":0.0018068037,"teacher_disagreement_score":0.18447357,"about_ca_system_score_codex":0.000017163942,"about_ca_system_score_gemma":0.0000092381815,"threshold_uncertainty_score":0.8472167},"labels":[],"label_agreement":null},{"id":"W2056149273","doi":"10.1016/j.tibtech.2004.03.014","title":"Biotechnology and the popular press: hype and the selling of science","year":2004,"lang":"en","type":"article","venue":"Trends in biotechnology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Phenomenon; Popular media; Science communication; Mass media; Media coverage; Public relations; Biotechnology; Political science; Sociology; Business; Advertising; Biology; Media studies; Epistemology; Law; Science education","score_opus":0.21918520703381972,"score_gpt":0.4125693927641456,"score_spread":0.1933841857303259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056149273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8089252,0.0041766744,0.00011438856,0.1813133,0.000104312145,0.00020345057,0.0000029201992,0.00011482902,0.0050449236],"genre_scores_gemma":[0.96496844,0.034416635,0.00042915376,0.000108637105,0.000010979255,0.000012525781,8.9732146e-7,0.0000031378909,0.000049598708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99923956,0.00011879584,0.00016831953,0.00016787076,0.00011369502,0.00019174909],"domain_scores_gemma":[0.9993938,0.00010251167,0.000089543406,0.00037320115,0.000024319894,0.000016585753],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015019256,0.00006334523,0.00015587386,0.00029458562,0.00045995798,0.000022823077,0.00057357043,0.0002585504,0.00001578577],"category_scores_gemma":[0.00027608316,0.000038260907,0.00001962608,0.00093484664,0.018902037,0.000061668936,0.00024244927,0.00026007995,0.0000012402278],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036897356,0.000015575726,0.00011453159,0.0000026525997,0.0000027752374,2.6919875e-7,0.012332396,0.0000048011075,0.0013941055,0.9092111,0.000004699404,0.0768802],"study_design_scores_gemma":[0.025766747,0.00036028848,0.009025423,0.00023779034,0.0001366999,0.000098472156,0.13010412,0.0025368624,0.029461598,0.58493555,0.21642281,0.0009136112],"about_ca_topic_score_codex":0.0036566707,"about_ca_topic_score_gemma":0.0051635,"teacher_disagreement_score":0.32427552,"about_ca_system_score_codex":0.000039413102,"about_ca_system_score_gemma":0.000021432214,"threshold_uncertainty_score":0.9837679},"labels":[],"label_agreement":null},{"id":"W2056405057","doi":"10.4000/vertigo.11915","title":"L’apport de la psychologie cognitive à l’étude de l’adaptation aux changements climatiques : la notion de vulnérabilité cognitive","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Forestry; Geography; Philosophy","score_opus":0.40174681735313644,"score_gpt":0.48210802776085865,"score_spread":0.0803612104077222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056405057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.867533,0.002987445,0.012537064,0.0044260463,0.0005227592,0.00059088704,0.00011916467,0.0001749925,0.11110863],"genre_scores_gemma":[0.962782,0.0323844,0.0014422034,0.0015775752,0.0005173172,0.00020507925,0.0002250571,0.000032337448,0.0008340147],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9944561,0.0038077184,0.0003282144,0.00027178647,0.00031218282,0.0008239871],"domain_scores_gemma":[0.9975972,0.0013922417,0.00021628012,0.00019910047,0.00027429027,0.0003208728],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043676337,0.00023156057,0.00021185522,0.00012497969,0.00052785623,0.00012548323,0.00024898228,0.0005060208,0.001129638],"category_scores_gemma":[0.001337656,0.00026884294,0.00012988586,0.00044718155,0.0008007664,0.0007377478,0.00010189946,0.00041875136,0.00033733412],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001993,0.0017709486,0.27414063,0.000169602,0.00011232506,0.000007873585,0.43925574,0.0000064180863,0.0007506515,0.016810032,0.0012526374,0.26552385],"study_design_scores_gemma":[0.0014525842,0.00022998701,0.8418079,0.0011509685,0.0003543183,0.000029940273,0.12132172,0.0014709034,0.0004961358,0.00792609,0.02315718,0.00060225767],"about_ca_topic_score_codex":0.0010104146,"about_ca_topic_score_gemma":0.0010922723,"teacher_disagreement_score":0.5676673,"about_ca_system_score_codex":0.0006248842,"about_ca_system_score_gemma":0.00023638619,"threshold_uncertainty_score":0.9999764},"labels":[],"label_agreement":null},{"id":"W2058164158","doi":"10.1016/j.polsoc.2009.09.005","title":"Public opinion and biotechnological innovation","year":2009,"lang":"en","type":"article","venue":"Policy and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Public opinion; Biotechnology; Biology; Genetic engineering; Human cloning; Political science; Computational biology; Genetics; Politics; Gene; Law","score_opus":0.6399967435253403,"score_gpt":0.4951246215886025,"score_spread":0.14487212193673782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058164158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6064553,0.00033434777,0.00019934072,0.31770796,0.000050689883,0.000144586,0.000005292761,0.00020639446,0.07489608],"genre_scores_gemma":[0.97263336,0.023186699,0.00028591874,0.0035591258,0.00018030612,0.0000021003982,0.000012053108,0.0000011408251,0.00013927653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964625,0.00003860884,0.00006810777,0.000073800984,0.000065550135,0.000107667365],"domain_scores_gemma":[0.99980384,0.000028856088,0.00002662482,0.00006853984,0.000039562874,0.00003254547],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003263301,0.000034812932,0.000043704662,0.000037861864,0.00049445854,0.000072609764,0.000056896766,0.00013013248,0.00002520422],"category_scores_gemma":[0.00017890832,0.000032217347,0.0000152345565,0.00040794438,0.00019768819,0.00011703138,0.000025534138,0.00008063636,0.0000026902487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.461643e-7,0.00001580482,0.0004959904,0.0000020736238,0.0000012612004,9.812493e-9,0.013060895,1.0345083e-8,0.00044708545,0.84961426,0.0011735383,0.13518842],"study_design_scores_gemma":[0.00030893466,0.00006605904,0.12795597,0.000013045082,0.000002431232,0.000001583403,0.01395721,0.00017762107,0.000022907958,0.09772051,0.75960416,0.00016955947],"about_ca_topic_score_codex":0.00022326918,"about_ca_topic_score_gemma":0.000038915787,"teacher_disagreement_score":0.7584306,"about_ca_system_score_codex":0.000033733828,"about_ca_system_score_gemma":0.000024706751,"threshold_uncertainty_score":0.38030255},"labels":[],"label_agreement":null},{"id":"W2059720664","doi":"10.1177/0963662512444682","title":"Progress, decline, and the public uptake of climate science","year":2012,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Andrew W. Mellon Foundation","keywords":"Ideology; Conservatism; Climate change; Blame; Narrative; Global warming; Divergence (linguistics); Environmental ethics; Sociology; Perception; Public opinion; Social psychology; Political economy; Positive economics; Political science; Social science; Epistemology; Psychology; Politics; Law; Economics; Ecology","score_opus":0.5307798169057809,"score_gpt":0.4478265359944933,"score_spread":0.08295328091128762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059720664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6645588,0.0015650529,0.0011747478,0.07822157,0.0009334416,0.0006988122,0.000012678099,0.00010414765,0.25273076],"genre_scores_gemma":[0.9931005,0.0060704155,0.0006340649,0.00012328368,0.00004402518,0.000007967882,9.0602913e-7,0.0000037711332,0.000015026156],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976683,0.000116303236,0.0002850326,0.00018335547,0.0011010363,0.00064593594],"domain_scores_gemma":[0.9985251,0.00023297369,0.00027197908,0.00035666424,0.00035574884,0.00025752516],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.016115503,0.000073639334,0.0001425611,0.00037204995,0.0027827674,0.00040390572,0.0011920248,0.000035838293,0.00010369723],"category_scores_gemma":[0.0014790754,0.00005257187,0.00003555633,0.0029053641,0.043453366,0.0023292543,0.00053792883,0.00008843854,0.0000029118166],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006350792,0.00004322289,0.030184224,0.000010864905,0.0000014755718,1.4395568e-8,0.020030107,4.5664713e-8,0.00020881832,0.9411606,0.0000145515505,0.008339687],"study_design_scores_gemma":[0.0032165179,0.00014469665,0.22630805,0.0002121549,0.000060271723,0.000018214816,0.5728599,0.0026609665,0.00041891908,0.059619114,0.13368459,0.00079663587],"about_ca_topic_score_codex":0.00008259291,"about_ca_topic_score_gemma":0.0002648946,"teacher_disagreement_score":0.88154155,"about_ca_system_score_codex":0.00027497654,"about_ca_system_score_gemma":0.00055277627,"threshold_uncertainty_score":0.9985155},"labels":[],"label_agreement":null},{"id":"W2060079273","doi":"10.1080/17524032.2014.906478","title":"Visual Climate Change Communication: From Iconography to Locally Framed 3D Visualization","year":2014,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Climate change; Perception; Adaptation (eye); Visualization; Environmental resource management; Iconography; Empirical research; Computer science; Geography; Environmental planning; Psychology; Environmental science; Artificial intelligence; Ecology","score_opus":0.17367636277503215,"score_gpt":0.39962865324323177,"score_spread":0.22595229046819962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060079273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8635959,0.0028666048,0.009899502,0.020403318,0.00041069978,0.0030475499,0.00018983247,0.00090655754,0.09868004],"genre_scores_gemma":[0.9662336,0.023949932,0.0040181587,0.003212144,0.00016349946,0.00030436798,0.0020131785,0.00003860138,0.000066526605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967314,0.0017506308,0.0004298126,0.00030452484,0.00043782088,0.00034580642],"domain_scores_gemma":[0.9974822,0.0003971112,0.00024438984,0.0016119196,0.000035796755,0.00022859972],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012087402,0.00020451528,0.00021559992,0.00016630224,0.0016223949,0.00018369126,0.0011655731,0.00020634098,0.0018591152],"category_scores_gemma":[0.00009770713,0.00024661643,0.00009056168,0.0003509931,0.00042668544,0.0005901859,0.0006151715,0.0002571131,0.0010267633],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022701193,0.001650754,0.08349024,0.000027750475,0.000075215554,3.3545746e-7,0.19923694,0.000060850598,0.0047757598,0.052435867,0.001598573,0.6564207],"study_design_scores_gemma":[0.0011296743,0.00020093187,0.24391423,0.0002517684,0.000071780625,7.2667694e-7,0.02069561,0.0054279813,0.00020673871,0.0026106138,0.7245727,0.0009172324],"about_ca_topic_score_codex":0.0017992223,"about_ca_topic_score_gemma":0.0036094883,"teacher_disagreement_score":0.7229741,"about_ca_system_score_codex":0.00028534207,"about_ca_system_score_gemma":0.00001142001,"threshold_uncertainty_score":0.9999986},"labels":[],"label_agreement":null},{"id":"W2061721317","doi":"10.1177/1075547014534076","title":"Laughing in the Face of Climate Change? Satire as a Device for Engaging Audiences in Public Debate","year":2014,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Realm; Public engagement; Politics; Face (sociological concept); Climate change; Publics; Science communication; Key (lock); Public discourse; Political science; Sociology; Public relations; Media studies; Social science; Law; Computer science; Science education","score_opus":0.5448285725086038,"score_gpt":0.49436369263989355,"score_spread":0.05046487986871029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061721317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8795845,0.00040975376,0.000109242275,0.04814708,0.00009140065,0.0009212149,0.0000036802867,0.000039112758,0.07069403],"genre_scores_gemma":[0.9925218,0.005882521,0.0007547029,0.00060284854,0.000023028973,0.00019352188,0.000010544319,0.0000040931945,0.0000069361927],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978119,0.0010234887,0.00028240605,0.00017407567,0.00036844725,0.0003396801],"domain_scores_gemma":[0.99787277,0.0010082482,0.00020581059,0.00071314385,0.0001579846,0.00004202575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01332363,0.00007144825,0.00011691075,0.00026423082,0.0012515472,0.00017182321,0.002081997,0.00004698492,0.000020006048],"category_scores_gemma":[0.0020282308,0.000060446397,0.000030363783,0.0015750009,0.00087533466,0.0008395451,0.00022180175,0.00017042736,0.000008959479],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009101717,0.00010428437,0.028332641,0.000032544733,8.5732125e-7,4.304492e-8,0.48383355,0.000016359916,0.0012029415,0.21380517,0.000009817385,0.2726527],"study_design_scores_gemma":[0.0008761691,0.00011579946,0.28671598,0.0006155298,0.000011052918,0.0000017989532,0.60136324,0.0262701,0.00019098802,0.023113806,0.06027152,0.00045397913],"about_ca_topic_score_codex":0.00286626,"about_ca_topic_score_gemma":0.049130313,"teacher_disagreement_score":0.2721987,"about_ca_system_score_codex":0.00013616377,"about_ca_system_score_gemma":0.00009802587,"threshold_uncertainty_score":0.9682206},"labels":[],"label_agreement":null},{"id":"W2062862847","doi":"10.1016/j.religion.2009.02.001","title":"The Invention of Sacred Tradition","year":2009,"lang":"en","type":"article","venue":"Religion","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; Concordia University; Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Framing (construction); Citizen journalism; Politics; European union; Democracy; Political science; Empirical evidence; Sociology; Thematic analysis; Public relations; Public administration; Epistemology; Economics; Law; Social science; Qualitative research; Engineering","score_opus":0.4154729368817102,"score_gpt":0.45517434900980847,"score_spread":0.039701412128098246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062862847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6207877,0.0012783871,0.00025632096,0.029288908,0.0003242247,0.00032043247,0.0000030573806,0.00011453333,0.34762645],"genre_scores_gemma":[0.9739316,0.025662865,0.000024375327,0.00012873519,0.000063986685,0.0000021660296,0.000014213147,0.00000121991,0.00017080762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957824,0.000113546426,0.00009371601,0.00003800389,0.00011803355,0.000058461705],"domain_scores_gemma":[0.99970526,0.000060975657,0.000058383124,0.00011447059,0.000041277744,0.000019613277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036112603,0.000022027416,0.000031831714,0.000019467358,0.00032900248,0.000018859617,0.00009424051,0.000035146866,0.000024147048],"category_scores_gemma":[0.00007663136,0.000017523602,0.00003442701,0.000114318595,0.000059473652,0.00005811783,0.000003383303,0.000033583645,0.000018286517],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037394922,0.0000895236,0.00038045057,0.000004696635,0.0000037573973,1.3686439e-7,0.020686014,0.0000032879707,0.009633209,0.68605924,0.022885218,0.26021707],"study_design_scores_gemma":[0.00033639552,0.00014674065,0.05636701,0.00007408117,0.000015111904,8.041723e-7,0.0067384243,0.00018226744,0.00046174813,0.27249464,0.66305447,0.00012831436],"about_ca_topic_score_codex":0.00026868266,"about_ca_topic_score_gemma":0.00047734307,"teacher_disagreement_score":0.6401692,"about_ca_system_score_codex":0.000036495214,"about_ca_system_score_gemma":0.000014694134,"threshold_uncertainty_score":0.25304544},"labels":[],"label_agreement":null},{"id":"W2063030201","doi":"10.1177/0963662507076603","title":"The meanings of genomics: a focus group study of “interested” and lay classifications of salmon genomics","year":2008,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Genome British Columbia; Genome Canada","keywords":"Realm; Phenomenon; Genomics; Conflation; Focus group; Focus (optics); Psychology; Sociology; Data science; Epistemology; Computer science; Political science; Biology; Genetics; Genome","score_opus":0.615727767013,"score_gpt":0.4113988937783352,"score_spread":0.2043288732346648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063030201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891351,0.00012494306,0.0009954729,0.0014358,0.00006106102,0.00024843385,0.0000068993245,0.000009626845,0.007982677],"genre_scores_gemma":[0.9971755,0.0025489556,0.0002309141,0.0000063679336,0.000008497173,0.000003792087,8.2749966e-7,0.0000037560658,0.000021378268],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988252,0.00011586151,0.0003551532,0.00014310154,0.0003961442,0.00016456607],"domain_scores_gemma":[0.9986004,0.00032721835,0.00043876408,0.00030948038,0.0002588342,0.00006526427],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020144656,0.00005475839,0.00014298536,0.00020933218,0.0010341704,0.00003686457,0.00066770473,0.00003107728,0.0000152374905],"category_scores_gemma":[0.00035798474,0.00004569867,0.000030388692,0.0007978695,0.0062238784,0.00028451675,0.00014981325,0.00006323388,2.5119687e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033159697,0.00048819132,0.03755903,0.000028607636,0.000025774138,1.3648771e-7,0.57822007,0.000005607296,0.065481864,0.31501168,0.00005911836,0.0030867471],"study_design_scores_gemma":[0.0004909083,0.00029998677,0.03646813,0.000043562297,0.000019310954,0.0000021806425,0.9544035,0.00049161154,0.00053976366,0.005758777,0.0013670275,0.00011521901],"about_ca_topic_score_codex":0.0012194621,"about_ca_topic_score_gemma":0.0049860966,"teacher_disagreement_score":0.37618345,"about_ca_system_score_codex":0.00027093667,"about_ca_system_score_gemma":0.00023844701,"threshold_uncertainty_score":0.9964806},"labels":[],"label_agreement":null},{"id":"W2065157471","doi":"10.1111/j.1523-1739.2011.01652.x","title":"Empowering and Encouraging Scientists to Act","year":2011,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Storytelling; Media studies; Style (visual arts); Art history; Sociology; History; Art; Literature; Narrative","score_opus":0.6033345745120064,"score_gpt":0.4988391000234547,"score_spread":0.10449547448855173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065157471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9444066,0.000043639007,0.0005964552,0.0055124294,0.00024709743,0.00010422105,0.0000019984207,0.000055129825,0.049032405],"genre_scores_gemma":[0.99655765,0.00030645102,0.001066086,0.0017238711,0.00003388457,0.0000097760285,0.000009179766,0.000002427554,0.00029069357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957436,0.00010114038,0.00008008331,0.00010182609,0.000033588945,0.00010900818],"domain_scores_gemma":[0.99968934,0.0000536811,0.000031078966,0.00010184878,0.00006372681,0.00006035202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042661713,0.00003386396,0.00004727635,0.00006765377,0.0003054011,0.000021896636,0.00010673504,0.000044090266,0.00068025873],"category_scores_gemma":[0.00017412247,0.000035049216,0.000009223965,0.00014697638,0.0001542235,0.00008346256,0.000052035113,0.000032970835,0.00005971945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019653711,0.000030472114,0.65098774,0.0000067946003,0.000005825251,5.4520336e-7,0.15821761,1.5132598e-7,0.015459157,0.09147566,0.0014940153,0.08230238],"study_design_scores_gemma":[0.00013489703,0.000034874527,0.5026032,0.000016311002,0.0000033793583,0.0000010072757,0.0070858877,0.000064267166,0.00014813899,0.0025499642,0.4872268,0.00013127095],"about_ca_topic_score_codex":0.0016133912,"about_ca_topic_score_gemma":0.004052182,"teacher_disagreement_score":0.4857328,"about_ca_system_score_codex":0.000025003332,"about_ca_system_score_gemma":0.000026276863,"threshold_uncertainty_score":0.7448356},"labels":[],"label_agreement":null},{"id":"W2065401034","doi":"10.1007/s12115-011-9477-9","title":"The Shifting Politics of Climate Science","year":2011,"lang":"en","type":"article","venue":"Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Credibility; Climate science; Scientific consensus; Solidarity; Politics; Political science; Climate change; Global warming; Political economy; Action (physics); Environmental ethics; Sociology; Law","score_opus":0.5381877572206147,"score_gpt":0.4659136538117961,"score_spread":0.07227410340881862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065401034","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41548926,0.00014070663,0.000024137735,0.0019134817,0.00022580786,0.00009885852,0.0000052720807,0.000051431558,0.58205104],"genre_scores_gemma":[0.9859598,0.012762396,0.0007998677,0.00021159436,0.000056457393,0.000002834934,8.195378e-7,0.0000027306571,0.00020349937],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993937,0.00004943665,0.000093800976,0.000059460093,0.00019052331,0.00021308374],"domain_scores_gemma":[0.9995009,0.00008569078,0.00006101536,0.0001929039,0.0001172579,0.000042289077],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016081486,0.00002694589,0.00003536453,0.0000068443915,0.0021877226,0.000030995565,0.0003723385,0.000028151408,0.00014205834],"category_scores_gemma":[0.00010713925,0.00002046468,0.00005610313,0.00024393469,0.0014437404,0.00009815592,0.000096289004,0.00005525083,0.000016188334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013456181,0.000026122187,0.01195977,0.000007831118,0.0000033978058,2.181119e-8,0.4983178,6.680844e-8,0.0004318856,0.4746948,0.00033489423,0.014222064],"study_design_scores_gemma":[0.00021152325,0.00003548912,0.10957692,0.000042194464,0.000018157281,3.8006107e-7,0.58224994,0.00028294136,0.0007168517,0.016118001,0.29052705,0.00022059133],"about_ca_topic_score_codex":0.0005560313,"about_ca_topic_score_gemma":0.00037107596,"teacher_disagreement_score":0.58184755,"about_ca_system_score_codex":0.00005486509,"about_ca_system_score_gemma":0.00008605711,"threshold_uncertainty_score":0.9991113},"labels":[],"label_agreement":null},{"id":"W2068931374","doi":"10.1016/j.futures.2007.12.001","title":"Food in the future: Does futures studies have a role to play?","year":2008,"lang":"en","type":"article","venue":"Futures","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Futures contract; Food security; Diversity (politics); Work (physics); Agriculture; Sociology; Environmental ethics; Public relations; Business; Political science; Marketing; Economics; Geography; Financial economics; Law","score_opus":0.34253784301816187,"score_gpt":0.4466761509098327,"score_spread":0.10413830789167083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068931374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295552,0.009236496,0.000001559993,0.04544589,0.00088990625,0.0004166874,0.000018866062,0.00007660396,0.014358817],"genre_scores_gemma":[0.9769287,0.0155325495,0.00011098361,0.0035987492,0.0032931915,0.00010193633,0.000011282312,0.000008102093,0.00041449073],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986972,0.00038564592,0.00015724228,0.00017332952,0.0003362407,0.00025033945],"domain_scores_gemma":[0.99926513,0.00017704595,0.00008106548,0.00034428152,0.00007229097,0.000060159284],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000522817,0.00011054036,0.00014132721,0.000092347065,0.00132403,0.000055319262,0.0005633357,0.00009357661,0.00023433106],"category_scores_gemma":[0.00018049675,0.00006455617,0.00006352591,0.00027800724,0.00016983572,0.000103101316,0.00008209555,0.00017929122,0.000051298648],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003268905,0.00006524989,0.0086230505,0.0000067912683,0.000016035388,0.0000034658387,0.93871367,0.000006459883,0.000077403995,0.006952561,0.036863785,0.008638842],"study_design_scores_gemma":[0.000102152335,0.000046939633,0.081403226,0.000009310927,0.0000037327382,0.0000014096096,0.46113896,0.0000013160986,0.000013380235,0.0011247046,0.45606613,0.00008873375],"about_ca_topic_score_codex":0.000922898,"about_ca_topic_score_gemma":0.26347435,"teacher_disagreement_score":0.4775747,"about_ca_system_score_codex":0.00006806933,"about_ca_system_score_gemma":0.000037254267,"threshold_uncertainty_score":0.9999761},"labels":[],"label_agreement":null},{"id":"W2069751170","doi":"10.1177/1075547011409952","title":"In the Face of Critique","year":2011,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Qualitative research; Jigsaw; Set (abstract data type); Journalism; Face (sociological concept); Sociology; Epistemology; Psychology; Data science; Computer science; Social science; Pedagogy; Media studies","score_opus":0.6535951051277044,"score_gpt":0.5261566343774137,"score_spread":0.1274384707502907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069751170","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4149315,0.00025509365,0.00011894223,0.014264061,0.00007416292,0.00029244978,0.0000015722374,0.0000239821,0.57003826],"genre_scores_gemma":[0.9958767,0.0028122854,0.000793035,0.00041484242,0.000006527239,0.000017723043,0.0000017344993,0.0000014503951,0.00007566395],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99898964,0.000446936,0.00013330656,0.00006867378,0.00024532573,0.0001161248],"domain_scores_gemma":[0.9988995,0.00013031458,0.00006751734,0.00075314497,0.00012708943,0.000022387618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038745129,0.00002977123,0.000043770106,0.00009503474,0.0004766306,0.000027273589,0.0018644845,0.000027602737,0.00028623897],"category_scores_gemma":[0.00031692407,0.000024081708,0.000016294935,0.00085161545,0.001453244,0.00049398275,0.000100807454,0.00009777804,0.00002256638],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037872046,0.000109151675,0.0032898705,0.0000028433385,3.5461613e-7,6.229663e-8,0.658566,5.0537466e-7,0.0014436807,0.3289363,0.00022861734,0.0074188304],"study_design_scores_gemma":[0.00024108734,0.00005115436,0.28830057,0.000074614116,0.0000059169324,0.0000016953072,0.60286194,0.0002214715,0.0015931632,0.052988358,0.053458016,0.00020202251],"about_ca_topic_score_codex":0.004721883,"about_ca_topic_score_gemma":0.006719587,"teacher_disagreement_score":0.58094525,"about_ca_system_score_codex":0.00004865558,"about_ca_system_score_gemma":0.00009018972,"threshold_uncertainty_score":0.7138106},"labels":[],"label_agreement":null},{"id":"W2069917055","doi":"10.1080/13698575.2012.701275","title":"Do the leads tell the whole story? An analysis of story leads of the Walkerton, Ontario<i>E. coli</i>contamination of drinking water supplies","year":2012,"lang":"en","type":"article","venue":"Health Risk & Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of Ottawa","funders":"Canada Research Chairs","keywords":"Newspaper; Framing (construction); News media; Content analysis; Public relations; Variety (cybernetics); Political science; Media studies; Psychology; Sociology; History; Computer science; Social science","score_opus":0.1590608974891049,"score_gpt":0.39776189040770815,"score_spread":0.23870099291860325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069917055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98999345,0.0008509531,0.000057666643,0.007903383,0.00018751298,0.00037884543,0.000029451532,0.000013804071,0.0005849562],"genre_scores_gemma":[0.9943545,0.0042652576,0.000057115973,0.0006772757,0.00007700834,0.000019481822,0.000040191793,0.000008119039,0.0005010646],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9970918,0.0016515506,0.00034900516,0.00012043855,0.0004922732,0.00029488702],"domain_scores_gemma":[0.9982141,0.0003811211,0.0005045346,0.0006347693,0.00020323883,0.0000622317],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0062248437,0.000096176496,0.0002584176,0.00003501158,0.0015882058,0.000018276103,0.00053545117,0.000105255545,0.00032319772],"category_scores_gemma":[0.000040757313,0.000049928898,0.00031721903,0.0004008741,0.00073057914,0.00018070615,0.000094617295,0.0003764387,0.000003923055],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067347,0.00009630225,0.2655722,0.000025861129,0.000057957008,2.0120514e-9,0.7288596,0.00006390706,0.00056002336,0.0006390673,0.0013360742,0.0027823143],"study_design_scores_gemma":[0.00013012775,0.00003501505,0.7339782,0.000020633412,0.00021156522,6.050534e-8,0.1713945,0.00015997664,0.00024615866,0.00005508959,0.0936984,0.00007027326],"about_ca_topic_score_codex":0.060948495,"about_ca_topic_score_gemma":0.39724565,"teacher_disagreement_score":0.5574651,"about_ca_system_score_codex":0.0004688642,"about_ca_system_score_gemma":0.0001995893,"threshold_uncertainty_score":0.9997116},"labels":[],"label_agreement":null},{"id":"W2071335884","doi":"10.5408/13-046.1","title":"Weathercaster Views on Informal Climate Education: Similarities and Differences According to Climate Change Attitudes","year":2014,"lang":"en","type":"article","venue":"Journal of Geoscience Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Climate change; Political economy of climate change; Psychology; Public relations; Sociology; Political science; Ecology","score_opus":0.40977791584930995,"score_gpt":0.4703661391867565,"score_spread":0.06058822333744657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071335884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708213,0.00024213809,0.00008048511,0.01171518,0.0019977402,0.00023494138,0.0000034498332,0.000015666023,0.0148890475],"genre_scores_gemma":[0.9860456,0.007851721,0.0010662847,0.0035630986,0.0011641497,0.000030981068,0.000002911566,0.0000061476376,0.00026912888],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986582,0.00020407976,0.00034960744,0.0001331714,0.0003843027,0.00027064016],"domain_scores_gemma":[0.9988085,0.00015423607,0.00033911897,0.00017822969,0.00031016403,0.00020975068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019465693,0.00010733821,0.00017271441,0.00031261885,0.0007853633,0.00033861835,0.00036725026,0.00005997611,0.000116686744],"category_scores_gemma":[0.00034129742,0.0000903853,0.000047485366,0.000325808,0.00017308585,0.0011062808,0.00007466305,0.00014583538,0.00003725136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030075858,0.00025263545,0.14982548,0.00006113935,0.0000023711941,5.661368e-8,0.062413607,0.000001068519,0.00013395378,0.012122661,0.00028163125,0.77487534],"study_design_scores_gemma":[0.00014715166,0.00036543526,0.76886463,0.00075761776,0.000019323752,0.000013244085,0.09587396,0.000063375526,0.000011989478,0.00055377366,0.13308732,0.00024218696],"about_ca_topic_score_codex":0.00018986338,"about_ca_topic_score_gemma":0.0006767412,"teacher_disagreement_score":0.7746331,"about_ca_system_score_codex":0.0001020057,"about_ca_system_score_gemma":0.00025492345,"threshold_uncertainty_score":0.6040459},"labels":[],"label_agreement":null},{"id":"W2071646879","doi":"10.1177/104973201129119488","title":"Reflections on Deconstructing Harry, or when is Good Art Bad Science?","year":2001,"lang":"en","type":"letter","venue":"Qualitative Health Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Aesthetics; Sociology; Art; Psychoanalysis","score_opus":0.9613639976958114,"score_gpt":0.768127617134571,"score_spread":0.19323638056124037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071646879","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000434431,0.00008627661,0.000030195988,0.69804597,0.0004174819,0.000864581,0.00011370383,0.000085868436,0.29992148],"genre_scores_gemma":[0.0007730297,0.012011665,0.003215804,0.8077929,0.0056383926,0.0005562053,0.00038817213,0.00009116357,0.16953266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9811041,0.012402671,0.00067102344,0.0008272366,0.003226057,0.0017689107],"domain_scores_gemma":[0.99022645,0.0064075496,0.00033832132,0.0008837378,0.001699485,0.00044442975],"candidate_categories":["metaresearch","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.029616246,0.000242217,0.0004336458,0.001535238,0.0085977875,0.0005542697,0.0013108676,0.0005307741,0.01209783],"category_scores_gemma":[0.0048773573,0.0002212359,0.00011198656,0.0029104734,0.0038690348,0.00035968702,0.00022858077,0.0044992007,0.0027119939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017857887,0.000030245306,0.000010028555,0.00007328872,0.0000065670256,0.0000036970234,0.3595429,2.2614433e-8,0.0000032075573,0.0038307174,0.6265776,0.0099038705],"study_design_scores_gemma":[0.0001370279,0.00026184073,0.000024446947,0.000271365,0.0000019882466,0.0000030872557,0.19134925,0.0000035513192,0.0000017024942,0.013568502,0.7942019,0.00017529605],"about_ca_topic_score_codex":0.01093459,"about_ca_topic_score_gemma":0.020764219,"teacher_disagreement_score":0.16819365,"about_ca_system_score_codex":0.003252749,"about_ca_system_score_gemma":0.0056265583,"threshold_uncertainty_score":0.9992143},"labels":[],"label_agreement":null},{"id":"W2072640731","doi":"10.1021/es040400c","title":"Initial Public Perceptions of Deep Geological and Oceanic Disposal of Carbon Dioxide","year":2004,"lang":"en","type":"article","venue":"Environmental Science & Technology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Carnegie Mellon University; U.S. Department of Energy; National Energy Technology Laboratory; National Science Foundation","keywords":"Respondent; Context (archaeology); Perception; Face (sociological concept); Public relations; Psychology; Political science; Business; Sociology; Geography; Social science; Law","score_opus":0.08447709082433903,"score_gpt":0.3480516789275608,"score_spread":0.26357458810322176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072640731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99221534,0.000095250034,0.00008793026,0.0024249186,0.00004073283,0.00012035519,0.0000056680697,0.0000422301,0.004967558],"genre_scores_gemma":[0.9983999,0.001158484,0.00037057395,0.000031326115,0.000013627813,0.000007760344,0.0000039535435,0.0000030673386,0.000011285327],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990903,0.000043276035,0.0001749828,0.00019224643,0.00026215732,0.00023700076],"domain_scores_gemma":[0.9995759,0.000023919325,0.00008972049,0.00022539015,0.000011571652,0.00007351268],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003931784,0.00006534517,0.00011796921,0.0002632033,0.0003374651,0.000008959588,0.00045111007,0.00012911837,0.000366821],"category_scores_gemma":[0.00011176262,0.00006256055,0.000025490339,0.0005708148,0.008335829,0.00016290376,0.0002994709,0.0001205664,0.000007830488],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011890265,0.0004895252,0.3419031,0.000006160333,0.0000055855535,0.0000018345808,0.013928906,0.000017308554,0.52087283,0.08802052,8.439632e-7,0.034741495],"study_design_scores_gemma":[0.0007291456,0.00043559613,0.8932758,0.000021374508,0.000019720068,0.000021958727,0.07824128,0.00010168734,0.010132163,0.015505664,0.0012244042,0.0002912139],"about_ca_topic_score_codex":0.00021050543,"about_ca_topic_score_gemma":0.000556636,"teacher_disagreement_score":0.5513727,"about_ca_system_score_codex":0.00019692621,"about_ca_system_score_gemma":0.0000445526,"threshold_uncertainty_score":0.9943629},"labels":[],"label_agreement":null},{"id":"W2072960611","doi":"10.1007/s00382-011-1265-0","title":"Basis of a formal language for facilitating communication among climate modelers","year":2011,"lang":"en","type":"article","venue":"Climate Dynamics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ouranos; Université du Québec à Montréal","funders":"","keywords":"Computer science; A priori and a posteriori; Relevance (law); Set (abstract data type); Dominance (genetics); Relation (database); Formal language; Climate model; Management science; Climate change; Epistemology; Ecology; Algorithm; Data mining; Programming language","score_opus":0.32416316312554566,"score_gpt":0.4165872889172653,"score_spread":0.09242412579171966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072960611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226233,0.00008293844,0.0029707842,0.00014520003,0.00008125283,0.00047926753,0.0005037918,0.00011995646,0.072993554],"genre_scores_gemma":[0.9860126,0.0036712165,0.009575676,0.000048188063,0.000015723796,0.000083004306,0.00050620025,0.000018114712,0.00006930445],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987943,0.00017181788,0.00035061367,0.00013568522,0.00014914395,0.00039840268],"domain_scores_gemma":[0.99879676,0.00023072319,0.00025062443,0.0004696816,0.00018005363,0.00007212969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013118566,0.000103889564,0.00017574799,0.00009069904,0.0006652401,0.00002990383,0.00043856757,0.00011955584,0.00020340327],"category_scores_gemma":[0.0001517168,0.00011399025,0.00011630788,0.00017527888,0.00033037103,0.00044179714,0.00015480403,0.00010258435,0.000012498594],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022773743,0.0003068095,0.049680874,0.0005083958,0.000040832365,4.714608e-7,0.6452309,0.00012551507,0.00039706996,0.19968714,0.000068907844,0.10372535],"study_design_scores_gemma":[0.0010356685,0.00012969272,0.020185774,0.00022301656,0.00008796198,7.8701447e-7,0.59574044,0.3793573,0.00011137652,0.00213571,0.00048619966,0.0005060707],"about_ca_topic_score_codex":0.0017809679,"about_ca_topic_score_gemma":0.020109717,"teacher_disagreement_score":0.3792318,"about_ca_system_score_codex":0.00013989893,"about_ca_system_score_gemma":0.000023615983,"threshold_uncertainty_score":0.9977707},"labels":[],"label_agreement":null},{"id":"W2074429551","doi":"10.4245/sponge.v6i1.16075","title":"The Colour of Risk: An Exploration of the IPCC’s “Burning Embers” Diagram","year":2012,"lang":"en","type":"article","venue":"Spontaneous Generations A Journal for the History and Philosophy of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Variety (cybernetics); Climate change; Diagram; Representation (politics); Epistemology; Convention; Power (physics); Sociology; History; Political science; Geology; Social science; Computer science; Law; Philosophy; Artificial intelligence; Politics","score_opus":0.39682403368113833,"score_gpt":0.4033865308758068,"score_spread":0.0065624971946684485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074429551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978399,0.0065979054,0.001526552,0.004636195,0.0034312464,0.00053783116,0.00003260614,0.000009480483,0.0048291804],"genre_scores_gemma":[0.99536955,0.003792042,0.00031138,0.000043078937,0.00028609857,0.000009997688,0.000001044832,0.0000033290637,0.00018349542],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998902,0.00030215352,0.00025764538,0.00006467414,0.00033346712,0.00014001687],"domain_scores_gemma":[0.99843556,0.0004304509,0.00046395822,0.0002482824,0.00034904614,0.00007269821],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035067846,0.00005414883,0.000082797065,0.000058120782,0.0047045774,0.000033501743,0.00053153816,0.000031287727,0.000034883735],"category_scores_gemma":[0.0004792411,0.000030523246,0.00006999602,0.00021195583,0.0025574984,0.0006442431,0.0000360327,0.00012732352,3.6139045e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016708933,0.0002483008,0.001142769,0.000019677314,0.000026644862,3.5467713e-7,0.47907376,0.0012466704,0.020519556,0.45139787,0.000598491,0.045558814],"study_design_scores_gemma":[0.0016361179,0.0013467435,0.014445473,0.00030872447,0.00063292746,0.0005275448,0.21637851,0.016071705,0.0026423188,0.23180829,0.51329494,0.000906698],"about_ca_topic_score_codex":0.00015054394,"about_ca_topic_score_gemma":0.001444579,"teacher_disagreement_score":0.51269644,"about_ca_system_score_codex":0.00013651774,"about_ca_system_score_gemma":0.00021771003,"threshold_uncertainty_score":0.99659115},"labels":[],"label_agreement":null},{"id":"W2075894102","doi":"10.1177/1748048510386738","title":"Communicating the environment: Guest editors’ introduction","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Environmental communication; Newspaper; Media studies; Dominance (genetics); Science communication; Sociology; Politics; Public relations; Political science; Social science; Geography","score_opus":0.3904050544029063,"score_gpt":0.4051327718507797,"score_spread":0.014727717447873434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075894102","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012747289,0.0006050176,0.0005703948,0.20201862,0.0067423857,0.0006261445,0.000023966946,0.00037277138,0.7762934],"genre_scores_gemma":[0.9735318,0.012233989,0.0027901547,0.0013207155,0.0068812184,0.00015238345,0.00032600004,0.000026455113,0.0027373063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979118,0.0009370505,0.0003545857,0.00017120151,0.00043469114,0.00019068863],"domain_scores_gemma":[0.9975706,0.00030819568,0.00027443795,0.0015845547,0.00019581986,0.00006643428],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016930928,0.0001149503,0.00009354642,0.00008975586,0.0014669544,0.00012327594,0.002500014,0.00009572083,0.004801976],"category_scores_gemma":[0.00030338063,0.00010369189,0.000079873316,0.00016260786,0.0006582182,0.0004608615,0.0004777104,0.0004041211,0.00073015114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009925652,0.00088292186,0.013255527,0.000010344819,0.00021142662,9.5082106e-7,0.29260263,0.000025477728,0.0014355148,0.3851487,0.24832909,0.057998147],"study_design_scores_gemma":[0.00013769406,0.000009473683,0.0057012876,0.000013300739,0.000012000678,0.0000016572259,0.0061248,0.00012040871,0.00006931421,0.0021139893,0.9855744,0.0001216781],"about_ca_topic_score_codex":0.0018767766,"about_ca_topic_score_gemma":0.001062293,"teacher_disagreement_score":0.9607845,"about_ca_system_score_codex":0.0002339076,"about_ca_system_score_gemma":0.000029861128,"threshold_uncertainty_score":0.999833},"labels":[],"label_agreement":null},{"id":"W2076123597","doi":"10.1190/1.3192838","title":"An Occam's razor view of the lead-lag dispute in global warming","year":2009,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of British Columbia","funders":"","keywords":"Occam's razor; occam; Lead (geology); Global warming; Lag; Warming up; Climate change; Astrobiology; Environmental science; Computer science; Geology; Medicine; Philosophy; Epistemology; Oceanography; Biology; Paleontology","score_opus":0.31244258591319346,"score_gpt":0.47038789097285505,"score_spread":0.1579453050596616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076123597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.917765,0.0003734587,0.000056471064,0.018429382,0.0002753872,0.00022530789,0.0000051410175,0.000046268055,0.06282358],"genre_scores_gemma":[0.9977918,0.0007255458,0.00004824192,0.00079739484,0.00012413373,0.000002701491,0.0000024659737,0.0000027400263,0.0005049282],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991376,0.000350854,0.0001312604,0.00008175495,0.00014005988,0.00015846356],"domain_scores_gemma":[0.99945503,0.00006940285,0.000065024156,0.00035816414,0.000025621104,0.000026766775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083262974,0.000053590535,0.0000933584,0.000016066919,0.0003156407,0.00003551691,0.0006269445,0.000045535755,0.000064020016],"category_scores_gemma":[0.000075911885,0.00003415458,0.000045738958,0.0003550898,0.00015841199,0.00011561843,0.00003673565,0.00010675707,0.000050405994],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002974939,0.000233266,0.021388378,0.000024261415,0.0000067544997,0.0000010704625,0.16489136,0.00003456487,0.0074888547,0.050410133,0.002268628,0.753223],"study_design_scores_gemma":[0.00084155245,0.00013202796,0.54903173,0.0006293167,0.00005162791,0.0000067925275,0.030432884,0.0013365413,0.0005012365,0.022459624,0.39405572,0.00052092434],"about_ca_topic_score_codex":0.0005614264,"about_ca_topic_score_gemma":0.005879169,"teacher_disagreement_score":0.75270206,"about_ca_system_score_codex":0.000110709334,"about_ca_system_score_gemma":0.000029614372,"threshold_uncertainty_score":0.32807142},"labels":[],"label_agreement":null},{"id":"W2077014331","doi":"10.1016/j.tourman.2014.08.009","title":"Denying bogus skepticism in climate change and tourism research","year":2014,"lang":"en","type":"article","venue":"Tourism Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Brock University; University of Winnipeg; Wilfrid Laurier University; University of Ottawa; University of Waterloo","funders":"","keywords":"Climate change; Misinformation; Skepticism; Tourism; Denial; Confusion; Political science; Environmental ethics; Psychology; Epistemology; Law","score_opus":0.5574698839829187,"score_gpt":0.48764961891127434,"score_spread":0.0698202650716444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077014331","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40512475,0.00049657596,0.000077899946,0.019334272,0.00027817936,0.001000997,0.0000025153547,0.00012975778,0.57355505],"genre_scores_gemma":[0.975613,0.020688834,0.00056185614,0.0005923967,0.00041025353,0.00016975733,0.000008774727,0.000014087002,0.0019410319],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981951,0.0004903509,0.00018152088,0.0002357646,0.00040640193,0.00049083406],"domain_scores_gemma":[0.9993488,0.00012767661,0.000043592638,0.00033101754,0.000045860266,0.000103051854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00399034,0.00008591496,0.00011892141,0.00031728862,0.0006087418,0.00014047326,0.0002990239,0.00007760585,0.00034044968],"category_scores_gemma":[0.000050582286,0.00009221563,0.000024355659,0.00034887073,0.00016524785,0.000182885,0.00038947767,0.00020657106,0.00019469426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027436712,0.00016244974,0.0072154477,0.00016401077,0.000011451525,0.00003333212,0.08847898,0.0000022125228,0.00002923671,0.16312042,0.0075049177,0.7332501],"study_design_scores_gemma":[0.0008010447,0.00006030776,0.18211797,0.00022687356,0.000015175656,7.1510243e-7,0.029667396,0.0008620038,0.0000035928226,0.0147402715,0.7712002,0.00030449245],"about_ca_topic_score_codex":0.0025955113,"about_ca_topic_score_gemma":0.0038304317,"teacher_disagreement_score":0.76369524,"about_ca_system_score_codex":0.00012881837,"about_ca_system_score_gemma":0.0000042933084,"threshold_uncertainty_score":0.4682011},"labels":[],"label_agreement":null},{"id":"W2077863844","doi":"10.1007/s10584-012-0690-3","title":"The influence of national temperature fluctuations on opinions about climate change in the U.S. since 1990","year":2013,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Climate change; Public opinion; Worry; Newspaper; Political science; Scale (ratio); Ideology; Politics; Geography; Psychology; Law; Ecology","score_opus":0.31625027945467,"score_gpt":0.44301539651911154,"score_spread":0.12676511706444155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077863844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8952757,0.0004416477,5.570919e-7,0.08259249,0.00027055637,0.002159097,0.00013744253,0.000052633004,0.01906985],"genre_scores_gemma":[0.98465776,0.009950157,0.000036663754,0.0034127305,0.00031286918,0.001469965,0.00010979658,0.000009788411,0.000040289953],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981209,0.00047366077,0.0003416185,0.0001533902,0.0005838202,0.00032659806],"domain_scores_gemma":[0.99789053,0.0011663302,0.00018786502,0.0004353116,0.0002666936,0.000053246018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014662046,0.000121356556,0.00013689317,0.00010531669,0.0011448495,0.00016160814,0.00070846133,0.00010562573,0.0002910698],"category_scores_gemma":[0.00053548464,0.00007827823,0.00006640364,0.000626542,0.00039231218,0.0004085287,0.00008173771,0.00023822636,0.00028267654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020535603,0.00047907134,0.009251447,0.00015375909,0.00001617818,6.8614116e-7,0.5112575,0.000027256674,0.0005260382,0.44855642,0.003021773,0.026689287],"study_design_scores_gemma":[0.0003093759,0.00005767623,0.9391633,0.0003736385,0.000008501434,0.0000013939699,0.02696967,0.00048998796,0.0000034566924,0.0045175487,0.027908927,0.00019649623],"about_ca_topic_score_codex":0.0019221028,"about_ca_topic_score_gemma":0.009128184,"teacher_disagreement_score":0.92991185,"about_ca_system_score_codex":0.000119456585,"about_ca_system_score_gemma":0.000044155237,"threshold_uncertainty_score":0.8805372},"labels":[],"label_agreement":null},{"id":"W2078568216","doi":"10.1175/wcas-d-12-00034.1","title":"“We Have Seen It with Our Own Eyes”: Why We Disagree about Climate Change Visibility","year":2013,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Phenomenon; Climate change; Visibility; Indigenous; Politics; Democracy; Environmental ethics; Scientific consensus; Political science; Sociology; Political economy; Epistemology; Global warming; Geography; Law; Ecology","score_opus":0.2591195044130893,"score_gpt":0.402025438713495,"score_spread":0.1429059343004057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078568216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7650294,0.0021422154,0.00006815839,0.13389464,0.00031556818,0.0023571567,0.0002846575,0.00052306283,0.09538518],"genre_scores_gemma":[0.7920696,0.20017578,0.0005303888,0.005308592,0.00044018883,0.00025479362,0.00006814465,0.000044354918,0.00110812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978929,0.00027377557,0.00029889538,0.00043942663,0.00038231912,0.0007126561],"domain_scores_gemma":[0.99876785,0.00009949126,0.00016793865,0.00056714553,0.00014861437,0.00024897105],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095431367,0.00026069008,0.00031328233,0.000028999477,0.0013190339,0.00035079315,0.0003419423,0.00025519278,0.0014886889],"category_scores_gemma":[0.00001848286,0.00020419993,0.00019262447,0.00019751591,0.0003386497,0.0006643444,0.00022084321,0.0002646549,0.0002991428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004529536,0.00034119975,0.15296628,0.00032451074,0.00007916877,0.0000014449228,0.7734552,5.991394e-7,0.00036866034,0.0028859985,0.015852721,0.05367891],"study_design_scores_gemma":[0.0012731737,0.00017178782,0.1000873,0.00041563992,0.00010242295,0.0000031961247,0.6487418,0.00075414113,0.000012899314,0.0015570971,0.24603067,0.00084986456],"about_ca_topic_score_codex":0.0030192991,"about_ca_topic_score_gemma":0.006593286,"teacher_disagreement_score":0.23017795,"about_ca_system_score_codex":0.00012364751,"about_ca_system_score_gemma":0.00002586598,"threshold_uncertainty_score":0.9999811},"labels":[],"label_agreement":null},{"id":"W2079839135","doi":"10.1007/s10584-012-0403-y","title":"Shifting public opinion on climate change: an empirical assessment of factors influencing concern over climate change in the U.S., 2002–2010","year":2012,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1126,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Public opinion; Climate change; Elite; Political science; Extreme weather; Construct (python library); Politics; Empirical research; Law","score_opus":0.747351180380526,"score_gpt":0.55102185073971,"score_spread":0.19632932964081595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079839135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814956,0.00072632334,0.0000037263296,0.0057576364,0.0011508313,0.0017038331,0.00012285926,0.000120147306,0.008919044],"genre_scores_gemma":[0.9824871,0.011970767,0.00011663056,0.0029991635,0.0015311316,0.00064694963,0.0002026354,0.00004163193,0.000003984437],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99546117,0.0014223725,0.00069236837,0.00034350148,0.00087269774,0.0012079232],"domain_scores_gemma":[0.99755263,0.00067356706,0.00055485143,0.0008193884,0.00011718281,0.0002823927],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004636447,0.0003233922,0.0004626529,0.00035025892,0.00077796547,0.00018400652,0.00081359094,0.00029046668,0.0015023056],"category_scores_gemma":[0.0002385368,0.00025745132,0.00014708629,0.0008517822,0.0002948965,0.0018405239,0.00027554037,0.0004954883,0.00008006879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011266666,0.00046137188,0.63363385,0.00015171168,0.0000064278915,5.749072e-7,0.3441457,1.2536985e-7,0.000039271286,0.0061266865,0.000058514255,0.01536449],"study_design_scores_gemma":[0.0004737528,0.00014871561,0.93176454,0.00039429808,0.000019147485,0.0000011562695,0.0595147,0.00075794634,0.000003279801,0.00005689034,0.006540673,0.0003249003],"about_ca_topic_score_codex":0.0023256803,"about_ca_topic_score_gemma":0.005786024,"teacher_disagreement_score":0.2981307,"about_ca_system_score_codex":0.000411041,"about_ca_system_score_gemma":0.00003824967,"threshold_uncertainty_score":0.9999878},"labels":[],"label_agreement":null},{"id":"W2080970943","doi":"10.1038/nj7533-231a","title":"Outreach: Speak up for science","year":2015,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of St Andrews","keywords":"Outreach; Publishing; Tone (literature); Political science; Library science; Computer science; Law; Philosophy; Linguistics","score_opus":0.5761028884593478,"score_gpt":0.5319805885373732,"score_spread":0.044122299921974584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080970943","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13671158,0.0011626715,0.0001326636,0.05084274,0.0036545196,0.0005808122,0.0000319882,0.0002219334,0.80666107],"genre_scores_gemma":[0.9919734,0.00018531803,0.0006211046,0.0011675262,0.0003419432,0.000009776639,0.00001585127,0.0000036391427,0.005681442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943715,0.000030185498,0.000045853772,0.000094250805,0.00025337192,0.00013917866],"domain_scores_gemma":[0.999392,0.00004134735,0.00002439928,0.00016393056,0.00027069382,0.00010765736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009899241,0.000032154083,0.00004022939,0.0000467802,0.00036460496,0.00007050076,0.0003433457,0.00025688115,0.00011006197],"category_scores_gemma":[0.000684596,0.000029068959,0.000021869873,0.00026512716,0.00023038345,0.00016533882,0.00003588947,0.00028684305,0.00006391861],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065754066,0.00010296735,0.0039812652,0.000014229838,0.0000049748805,4.1012692e-7,0.22314413,0.0000021931965,0.0018208218,0.35397163,0.2575667,0.15932493],"study_design_scores_gemma":[0.00016370584,0.0000112071,0.0011714913,0.0000043561886,0.0000021697551,2.0115402e-7,0.012000455,0.00003952629,0.000043679156,0.0030183026,0.98349476,0.000050160288],"about_ca_topic_score_codex":0.00014329633,"about_ca_topic_score_gemma":0.0016643786,"teacher_disagreement_score":0.8552618,"about_ca_system_score_codex":0.00011791997,"about_ca_system_score_gemma":0.00016061774,"threshold_uncertainty_score":0.28042835},"labels":[],"label_agreement":null},{"id":"W2082018248","doi":"10.1890/090168","title":"Communicating with the public: opportunities and rewards for individual ecologists","year":2010,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"U.S. Department of Agriculture; U.S. Forest Service; U.S. Environmental Protection Agency; National Science Foundation","keywords":"Outreach; Commit; Science communication; Quality (philosophy); Public relations; Promotion (chess); Ecology; Political science; Biology; Science education; Computer science","score_opus":0.3983106147361779,"score_gpt":0.3997178622471337,"score_spread":0.001407247510955778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082018248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020178332,0.9738693,0.00005304149,0.021724535,0.00025384914,0.0015225386,0.000039942646,0.000012286804,0.0023226812],"genre_scores_gemma":[0.0005418794,0.9967281,0.00086845644,0.0003473581,0.000051274958,0.0008841456,0.00009272957,0.0000120221075,0.0004739993],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792457,0.0013657032,0.0002199308,0.00016569326,0.00009545228,0.00022865502],"domain_scores_gemma":[0.99804235,0.0012347632,0.0002593358,0.00040913015,0.000007331219,0.000047078862],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034065933,0.00014978027,0.00048496368,0.00006240725,0.0012155672,0.00007568343,0.0006165145,0.0003234179,0.00005183112],"category_scores_gemma":[0.00011295919,0.00008048297,0.00005858939,0.00004310237,0.003680944,0.000057311714,0.0003180397,0.0005140222,0.0000014488197],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011295168,0.000030467092,0.00061626494,0.00013960761,0.00005964576,3.5196285e-7,0.008886261,1.19144204e-7,3.6438843e-9,0.008870603,0.0012494773,0.9801359],"study_design_scores_gemma":[0.00035319754,0.000031647658,0.0004704639,0.00007783489,0.00014955694,0.000003290887,0.011288496,0.000007057153,2.2635045e-9,0.0007864027,0.98672754,0.000104491126],"about_ca_topic_score_codex":0.000035434095,"about_ca_topic_score_gemma":0.0037280556,"teacher_disagreement_score":0.9854781,"about_ca_system_score_codex":0.00009337695,"about_ca_system_score_gemma":0.000081618535,"threshold_uncertainty_score":0.9990305},"labels":[],"label_agreement":null},{"id":"W2083832372","doi":"10.1080/08838151.2014.906436","title":"Exploring Attribution of Responsibility in a Cross-National Study of TV News Coverage of the 2009 United Nations Climate Change Conference in Copenhagen","year":2014,"lang":"en","type":"article","venue":"Journal of Broadcasting & Electronic Media","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Attribution; Political science; Climate change; Advertising; Media studies; Psychology; Business; Sociology; Social psychology","score_opus":0.5998345624528981,"score_gpt":0.461189037655394,"score_spread":0.13864552479750414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083832372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779135,0.000117734824,0.000044446253,0.00039447288,0.00010970638,0.0003019389,0.000015196543,0.0000035131632,0.0012216308],"genre_scores_gemma":[0.99682784,0.00301534,0.000032071428,0.000019855082,0.00007148686,0.000012060215,0.0000066532107,0.00000471722,0.000009980366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688816,0.0012842495,0.0008831171,0.000097090764,0.0006163466,0.00023104427],"domain_scores_gemma":[0.9968331,0.0011026267,0.0010284337,0.00017132699,0.0008244952,0.00004003748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059653935,0.0000753158,0.00026937644,0.00070036075,0.00012885989,0.000017305103,0.0003590565,0.00005688124,0.00012658104],"category_scores_gemma":[0.0046030413,0.000065514265,0.00006047731,0.0019169264,0.0001305158,0.0003520689,0.00006919863,0.0003387293,0.0000010394001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087293715,0.0020099503,0.6666031,0.00013986108,0.00003840122,0.0000012540165,0.2674662,0.0015910292,0.009266336,0.01777991,0.000033545366,0.03419749],"study_design_scores_gemma":[0.0015858699,0.00030355292,0.984398,0.00038156257,0.000014646022,0.000002040441,0.01066418,0.0008477065,0.00026132562,0.00059056724,0.00086996955,0.000080591555],"about_ca_topic_score_codex":0.0019069685,"about_ca_topic_score_gemma":0.035695806,"teacher_disagreement_score":0.3177949,"about_ca_system_score_codex":0.00032120734,"about_ca_system_score_gemma":0.00036367233,"threshold_uncertainty_score":0.9819002},"labels":[],"label_agreement":null},{"id":"W2085041826","doi":"10.1017/epi.2014.9","title":"COLLABORATIVE RESEARCH, DELIBERATION, AND INNOVATION","year":2014,"lang":"en","type":"article","venue":"Episteme","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"State University of New York Oswego; University of Toronto","keywords":"Deliberation; Set (abstract data type); Work (physics); Asset (computer security); Epistemology; Psychology; Group decision-making; Action (physics); Sociology; Public relations; Political science; Social psychology; Computer science; Law; Politics; Philosophy; Engineering","score_opus":0.5925600930443753,"score_gpt":0.5428354007033848,"score_spread":0.04972469234099053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085041826","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32186872,0.0001300422,0.0006975067,0.044004515,0.00016969146,0.00033517982,0.0000046535547,0.000087358545,0.63270235],"genre_scores_gemma":[0.9937642,0.0007071769,0.0003930575,0.0003881721,0.00019525096,0.000023233048,0.000028560235,0.0000039401234,0.004496387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883366,0.0006749213,0.000110861576,0.00008516659,0.00019208294,0.000103318045],"domain_scores_gemma":[0.99898565,0.00020021018,0.00003552193,0.00012372388,0.0006235122,0.000031356027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024926863,0.000029198454,0.000045070195,0.0001409026,0.00076923496,0.000098516,0.00007849743,0.000044225093,0.00023808511],"category_scores_gemma":[0.0007552751,0.000029877938,0.000004623035,0.0009950608,0.00024682377,0.0001490305,0.000028570197,0.00007442902,0.00008066172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043306277,0.000012574872,0.0012392435,0.0000055842315,0.0000014811038,4.2613927e-8,0.030151157,3.9439547e-7,0.0006236628,0.92289346,0.0073622502,0.037705824],"study_design_scores_gemma":[0.000106684616,0.000021770396,0.00842452,0.000011866815,9.150365e-7,1.2082157e-7,0.0072948956,0.00010659689,0.000026426214,0.0155950505,0.96835977,0.000051412626],"about_ca_topic_score_codex":0.00021953305,"about_ca_topic_score_gemma":0.002907479,"teacher_disagreement_score":0.96099746,"about_ca_system_score_codex":0.00005300299,"about_ca_system_score_gemma":0.00004213637,"threshold_uncertainty_score":0.5916411},"labels":[],"label_agreement":null},{"id":"W2085379196","doi":"10.1177/0162243903028003003","title":"Science and the “Good Citizen”: Community-Based Scientific Literacy","year":2003,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Grassroots; Citizenship; Scientific literacy; Citizen science; Sociology; Ethnography; Stewardship (theology); Good citizenship; Triad (sociology); Literacy; Science education; Engineering ethics; Public relations; Environmental ethics; Epistemology; Political science; Social science; Pedagogy; Law; Politics; Anthropology; Engineering","score_opus":0.2691292464216205,"score_gpt":0.4614904266637609,"score_spread":0.19236118024214038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085379196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8925917,0.0002129096,0.00003954142,0.008014671,0.0002935902,0.00036162479,0.0000024952594,0.00032234422,0.09816108],"genre_scores_gemma":[0.9976036,0.00009019631,0.0007225996,0.0006032413,0.000017314851,0.00003412364,0.000002173307,0.0000062382996,0.00092052657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99707955,0.0007170037,0.00022638887,0.0003993508,0.0009786583,0.0005990722],"domain_scores_gemma":[0.9972057,0.00030233857,0.00013327254,0.001279851,0.0009527349,0.00012612662],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.022701958,0.0001242166,0.00015653817,0.0017838051,0.03468588,0.001285391,0.0027732127,0.00009846517,0.00016315519],"category_scores_gemma":[0.0029923834,0.00009561777,0.000036427155,0.008500187,0.12737894,0.0007490895,0.00037931415,0.00051454204,0.000046476718],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002711143,0.000059610968,0.0015122178,0.000004702529,0.000001106161,2.3972345e-7,0.030834768,8.449047e-7,0.014690092,0.94729173,0.00007420729,0.005527749],"study_design_scores_gemma":[0.002144485,0.00020980036,0.0053805476,0.00013726419,0.00003771685,0.000013489076,0.12737831,0.0005026707,0.009102284,0.59873134,0.2557098,0.00065228855],"about_ca_topic_score_codex":0.00022507981,"about_ca_topic_score_gemma":0.0004964715,"teacher_disagreement_score":0.34856042,"about_ca_system_score_codex":0.00024594084,"about_ca_system_score_gemma":0.0010342912,"threshold_uncertainty_score":0.9997514},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2086106745","doi":"10.1017/s1743921312003183","title":"COMMISSION 55: COMMUNICATING ASTRONOMY WITH THE PUBLIC COMMUNIQUER ASTRONOMIE AVEC LE PUBLIC","year":2011,"lang":"en","type":"article","venue":"Proceedings of the International Astronomical Union","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Journal of Communication (Canada)","funders":"","keywords":"Outreach; Commission; Political science; Statement (logic); Library science; General assembly; Law; Computer science","score_opus":0.2443359482649624,"score_gpt":0.33413654038758,"score_spread":0.0898005921226176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086106745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7315395,0.000020735797,0.00066457456,0.08855754,0.00014824093,0.00037929128,0.000009478958,0.00006792665,0.17861271],"genre_scores_gemma":[0.9920092,0.000032139986,0.007019295,0.00011766504,0.000105924526,0.000051436375,0.000019889038,0.000017158467,0.000627291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987813,0.0001529755,0.00031549527,0.00016196664,0.00031681042,0.00027141473],"domain_scores_gemma":[0.9985065,0.00014506497,0.00045244428,0.00034998945,0.00043717006,0.00010886482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014237227,0.0001415206,0.00014864546,0.000085952925,0.0009515534,0.00020151802,0.0031044532,0.000075021104,0.000512446],"category_scores_gemma":[0.000096396565,0.000093497285,0.00011371268,0.00018263003,0.00085154036,0.00066014973,0.0009187111,0.00043305042,0.000018790588],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017748305,0.0008315921,0.23969509,0.000013854987,0.00017802215,3.637254e-8,0.02547211,0.000007730712,0.0025537012,0.64752144,0.0056362613,0.07791266],"study_design_scores_gemma":[0.00088352885,0.00008168921,0.112414554,0.00012617264,0.000026648302,0.000003355539,0.043336526,0.0004143188,0.0013678682,0.0009479015,0.8401074,0.0002900447],"about_ca_topic_score_codex":0.00091141905,"about_ca_topic_score_gemma":0.00095590233,"teacher_disagreement_score":0.8344711,"about_ca_system_score_codex":0.00026360544,"about_ca_system_score_gemma":0.00014937956,"threshold_uncertainty_score":0.73186755},"labels":[],"label_agreement":null},{"id":"W2086139813","doi":"10.1177/0963662511414982","title":"The television drama-documentary (dramadoc) as a form of science communication","year":2011,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Cardiff University","keywords":"Drama; Sociology; Science communication; Public awareness of science; Media studies; Focus group; Focus (optics); Human cloning; Public relations; Science education; Pedagogy; Political science; Literature; Law; Art","score_opus":0.5671756946719387,"score_gpt":0.44082014414216014,"score_spread":0.1263555505297786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086139813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48039868,0.00026345637,0.0014438019,0.009126812,0.00039600444,0.000485694,0.000004192633,0.00007506219,0.5078063],"genre_scores_gemma":[0.9956676,0.0033109721,0.00078644,0.00007557948,0.0000110286,0.0000055898877,0.0000017404814,0.0000043281407,0.00013676143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99772733,0.00012835902,0.0003277097,0.0002101106,0.0011854797,0.00042102506],"domain_scores_gemma":[0.99795705,0.00031706176,0.0003391977,0.00076032244,0.00045915623,0.00016718313],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008139046,0.00007774758,0.00011063626,0.00037599052,0.0054886322,0.00028481195,0.002680667,0.00003880979,0.00030733843],"category_scores_gemma":[0.0010552763,0.000060964736,0.00004707127,0.00253873,0.0281323,0.0021185572,0.00047903706,0.00012360001,0.00000950339],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013158226,0.00007469636,0.0023171718,0.000007596463,0.0000028824668,6.974378e-8,0.10749134,1.8022338e-7,0.0028862192,0.8747801,0.00008550329,0.012341081],"study_design_scores_gemma":[0.000420037,0.0001987742,0.0116996,0.0001723722,0.000016348942,0.000003680982,0.6810723,0.0005368606,0.0031907335,0.28751272,0.014886914,0.0002896836],"about_ca_topic_score_codex":0.0024859963,"about_ca_topic_score_gemma":0.0020374397,"teacher_disagreement_score":0.5872674,"about_ca_system_score_codex":0.00076080736,"about_ca_system_score_gemma":0.0010663623,"threshold_uncertainty_score":0.9958061},"labels":[],"label_agreement":null},{"id":"W2086519012","doi":"10.1093/scipol/scs084","title":"Understanding shifting perceptions of nanotechnologies and their implications for policy dialogues about emerging technologies","year":2012,"lang":"en","type":"article","venue":"Science and Public Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Library science; Columbia university; Sustainability; Media studies; Art history; Sociology; History; Computer science; Ecology","score_opus":0.5652552060060855,"score_gpt":0.46926194569878205,"score_spread":0.09599326030730343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086519012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65445083,0.0014063962,0.005023131,0.31744075,0.00012713647,0.000635058,0.00012210307,0.0006593016,0.020135278],"genre_scores_gemma":[0.99010766,0.009015251,0.0004935408,0.00016446476,0.00013183877,0.000051246432,0.000005739066,0.0000052445776,0.00002504315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99900293,0.000040214098,0.000160012,0.00016224672,0.00011126386,0.0005233023],"domain_scores_gemma":[0.999144,0.00022032515,0.00010688998,0.00025816602,0.00016780104,0.00010282407],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014560802,0.0000864005,0.000117075004,0.00084711605,0.0023606545,0.0001856101,0.00042664813,0.00010351132,0.0000049279347],"category_scores_gemma":[0.003559716,0.0000736535,0.00002849712,0.0017809242,0.0037947872,0.0009507575,0.00025872438,0.00008206292,9.598831e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.8683687e-7,0.000017340411,0.025036925,0.000009159431,0.0000023569378,1.1930346e-9,0.025294688,8.481126e-8,0.0050770724,0.84678936,0.0000547024,0.09771762],"study_design_scores_gemma":[0.0002543085,0.000057295474,0.10011772,0.0000578689,0.000010726511,0.0000046358787,0.5662259,0.00012992788,0.00035352362,0.28399158,0.048429035,0.00036746822],"about_ca_topic_score_codex":0.0016114244,"about_ca_topic_score_gemma":0.0007918276,"teacher_disagreement_score":0.5627978,"about_ca_system_score_codex":0.00029378853,"about_ca_system_score_gemma":0.00043871198,"threshold_uncertainty_score":0.99893814},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2089501922","doi":"10.1177/0963662510384461","title":"Academic staff and public communication: a survey of popular science publishing across 13 countries","year":2010,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Newspaper; Public opinion; Political science; Scientific publishing; Social science; Public relations; Sociology; Media studies; Library science; Law; Politics","score_opus":0.5880613633378229,"score_gpt":0.4714212013915512,"score_spread":0.11664016194627169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089501922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676279,0.00019800103,0.00047547038,0.014737566,0.00033216408,0.0002156681,0.000052490872,0.000063780935,0.016296992],"genre_scores_gemma":[0.9971629,0.0022160728,0.00045629297,0.00007483323,0.000023622482,0.0000058616415,0.000013726314,0.0000072803814,0.00003944189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99658275,0.00025281988,0.00045854732,0.0003711032,0.0016257125,0.0007090934],"domain_scores_gemma":[0.996187,0.00048518184,0.00048963266,0.00079405337,0.0016605488,0.00038363587],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.023938343,0.00011619168,0.00021641002,0.00059097784,0.004543836,0.0021905252,0.0031501509,0.00014892982,0.00015135849],"category_scores_gemma":[0.0109054865,0.00011743748,0.000028627737,0.0046637626,0.033874005,0.008681203,0.00091048906,0.00054178573,0.000001979384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008453426,0.00008170586,0.22083738,0.000028289194,0.000004355897,7.9508716e-8,0.08147538,4.2867478e-7,0.006424665,0.6868927,0.00012013799,0.0041264584],"study_design_scores_gemma":[0.0009319595,0.00011821895,0.3167082,0.00017791874,0.000013407861,0.0000097700495,0.63313365,0.0012467204,0.0005157638,0.027727425,0.018718561,0.0006983869],"about_ca_topic_score_codex":0.0068223337,"about_ca_topic_score_gemma":0.04973115,"teacher_disagreement_score":0.65916526,"about_ca_system_score_codex":0.00043694043,"about_ca_system_score_gemma":0.0018136611,"threshold_uncertainty_score":0.9997913},"labels":[{"model":"gemma","categories":["scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W2091024364","doi":"10.5751/es-05364-180118","title":"Damned If You Do, Dammed If You Don't: Debates on Dam Removal in the Swedish Media","year":2013,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet; Svenska Forskningsrådet Formas","keywords":"Dam removal; Environmental ethics; Ecosystem; Environmental resource management; Geography; Political science; Environmental science; Ecology; Philosophy; Biology","score_opus":0.13577144279648357,"score_gpt":0.3676444136082804,"score_spread":0.2318729708117968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091024364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94440293,0.00011180084,0.0000014039284,0.024710802,0.00034680814,0.00029769467,0.0000062589716,0.000038068792,0.030084228],"genre_scores_gemma":[0.9886951,0.0063256063,0.000103752085,0.003889498,0.00023560897,0.00006934815,0.000050249768,0.00000578238,0.00062505336],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99876565,0.00047399115,0.00016015586,0.00018158984,0.00014697426,0.00027162084],"domain_scores_gemma":[0.99884975,0.00074026646,0.00006243053,0.00023445104,0.00004902058,0.00006408976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001293644,0.000090711386,0.00013530628,0.000021202557,0.00075846486,0.000080413236,0.00033053674,0.00022947812,0.0020503392],"category_scores_gemma":[0.0002508949,0.000068727764,0.00007183986,0.00017136062,0.0004992051,0.00013922497,0.00006790568,0.00027994788,0.00011392861],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019221394,0.0002816129,0.10613937,0.00001467168,0.00002883146,0.0000037051639,0.80142444,0.000002973224,0.0001470845,0.012338702,0.06506548,0.014533899],"study_design_scores_gemma":[0.0004780097,0.000045877983,0.7282004,0.000009627976,0.000010802839,0.0000025729107,0.18479033,0.00015367311,0.0000026968055,0.0053097825,0.080862716,0.00013350279],"about_ca_topic_score_codex":0.0009420156,"about_ca_topic_score_gemma":0.006673607,"teacher_disagreement_score":0.622061,"about_ca_system_score_codex":0.00007080519,"about_ca_system_score_gemma":0.00004045229,"threshold_uncertainty_score":0.9988619},"labels":[],"label_agreement":null},{"id":"W2091751676","doi":"10.1177/0963662510364201","title":"Truth and opinion in climate change discourse: The Gore–Hansen disagreement","year":2010,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Perspective (graphical); Representation (politics); Epistemology; Order (exchange); Sociology; Pragmatic theory of truth; Law; Philosophy; Political science; Computer science; Economics; Artificial intelligence; Politics","score_opus":0.679273851901187,"score_gpt":0.48942157437090733,"score_spread":0.18985227753027972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091751676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83463234,0.00013815978,0.0003520596,0.0934712,0.0019206231,0.000601901,0.000017013366,0.00005196811,0.06881474],"genre_scores_gemma":[0.99642086,0.003306197,0.00007257556,0.00007392346,0.000093759154,0.000015163001,0.0000025155998,0.000003135917,0.000011870781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988528,0.000077465236,0.0001434724,0.00017262746,0.0004327044,0.00032094415],"domain_scores_gemma":[0.9993514,0.00017620985,0.000091684225,0.00023705632,0.00004505858,0.00009861659],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035136237,0.000058893827,0.000076070064,0.00018288796,0.0011803897,0.0002274763,0.00051713525,0.000037179205,0.00012228804],"category_scores_gemma":[0.00028503637,0.00004343282,0.00001760924,0.00082193705,0.004552459,0.00073842733,0.00017267399,0.00014015756,0.0000024743094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036954314,0.00003959122,0.029347144,0.000011715819,8.7248037e-7,5.4090016e-8,0.07820608,1.05304075e-7,0.0007291771,0.88013154,0.00002185743,0.011508182],"study_design_scores_gemma":[0.00070067885,0.000076004966,0.23677187,0.00016424108,0.0000079927595,0.0000029729006,0.7092012,0.0015542302,0.000039415037,0.0355897,0.015526776,0.00036488494],"about_ca_topic_score_codex":0.0006361215,"about_ca_topic_score_gemma":0.007856899,"teacher_disagreement_score":0.84454185,"about_ca_system_score_codex":0.00016846701,"about_ca_system_score_gemma":0.00008538182,"threshold_uncertainty_score":0.9981566},"labels":[],"label_agreement":null},{"id":"W2092137306","doi":"10.1007/s11948-008-9063-8","title":"The Emergence and Evolution of the Expression “Conflict of Interests” in Science: A Historical Overview, 1880–2006","year":2008,"lang":"en","type":"article","venue":"Science and Engineering Ethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Meaning (existential); Expression (computer science); Epistemology; Philosophy of science; Sociology; Context (archaeology); State (computer science); Conflict resolution research; Relation (database); Environmental ethics; Political science; Social science; Conflict resolution","score_opus":0.44000607089454374,"score_gpt":0.4390712794931673,"score_spread":0.0009347914013764225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092137306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994907,0.0016295725,0.00008142174,0.0021888758,0.0003080449,0.00008293323,9.2442804e-7,0.000008907877,0.00079230935],"genre_scores_gemma":[0.9898457,0.0099825645,0.00008888071,0.000018284913,0.000013269005,0.0000028108072,5.507757e-8,0.0000014032789,0.000047067522],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99904865,0.000050283583,0.00013437594,0.00010252003,0.0005252242,0.00013896888],"domain_scores_gemma":[0.9993503,0.00017813258,0.000053109612,0.00018004968,0.00019558625,0.00004283898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033753572,0.000037599006,0.00005691745,0.00008802145,0.0008923708,0.000017781305,0.000408336,0.00004917824,0.0000030519789],"category_scores_gemma":[0.001812136,0.00002455608,0.000012311639,0.0010156921,0.0022485051,0.00020522869,0.00015691765,0.00020660803,1.7813126e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014361599,0.00006743037,0.08190805,0.00013482367,0.0000016528932,3.391228e-7,0.36189345,0.00045481394,0.4236152,0.12565602,0.00028815196,0.005965715],"study_design_scores_gemma":[0.0002143495,0.000057593526,0.9249945,0.00047498778,0.0000049320606,0.00000543626,0.01606561,0.009146501,0.0038132733,0.00093280926,0.04407537,0.00021457675],"about_ca_topic_score_codex":0.0014334519,"about_ca_topic_score_gemma":0.0008210458,"teacher_disagreement_score":0.8430865,"about_ca_system_score_codex":0.00018932552,"about_ca_system_score_gemma":0.00032112922,"threshold_uncertainty_score":0.8284711},"labels":[{"model":"gemma","categories":["metaresearch","sts"],"domain":"methods","study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts","research_integrity"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2092376710","doi":"10.5539/ass.v8n5p77","title":"Striking a Balance between Science and Arts: Mass Media Dilemma in Reporting Health and Environmental Issues","year":2012,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Mass media; The arts; Objectivity (philosophy); Newspaper; Mainstream; Dilemma; Ignorance; Public relations; Value (mathematics); Enlightenment; Sociology; Psychology; Political science; Media studies; Epistemology; Computer science; Law","score_opus":0.3278050392169251,"score_gpt":0.46410454625313347,"score_spread":0.13629950703620836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092376710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948848,0.00047275558,0.000016491438,0.008183519,0.00014585798,0.0002047264,0.000009190652,0.00003613166,0.042083293],"genre_scores_gemma":[0.99798137,0.0010479123,0.00041494888,0.00022749759,0.00029759304,0.000006230282,0.0000043873024,0.000003836331,0.000016230615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979919,0.000110558765,0.00032375657,0.00025542878,0.0007342001,0.00058414513],"domain_scores_gemma":[0.99910223,0.00007161209,0.0003369528,0.00012035632,0.00003054088,0.0003382894],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007330673,0.00007430269,0.00014856865,0.0001308979,0.0023078134,0.00020546341,0.00030290423,0.000044241704,0.000031495045],"category_scores_gemma":[0.001252867,0.000078327175,0.000011984521,0.00084538624,0.003425712,0.0011655021,0.00017193107,0.00013042746,0.0000022563277],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001163571,0.000014945534,0.49394786,0.0000047294598,4.477122e-7,3.0998328e-7,0.21143495,5.9652585e-9,0.0013220586,0.0055319155,0.000021622172,0.28772],"study_design_scores_gemma":[0.00008278108,0.00001009082,0.8746963,0.000024517112,0.0000013387369,9.546225e-7,0.108823285,0.000008427132,0.000025490992,0.0005045174,0.015710836,0.00011143469],"about_ca_topic_score_codex":0.0007134263,"about_ca_topic_score_gemma":0.00042465478,"teacher_disagreement_score":0.38074845,"about_ca_system_score_codex":0.00047728664,"about_ca_system_score_gemma":0.0002500735,"threshold_uncertainty_score":0.9992864},"labels":[],"label_agreement":null},{"id":"W2093142283","doi":"10.1038/embor.2012.205","title":"‘Regular science’ is inherently political","year":2012,"lang":"en","type":"letter","venue":"EMBO Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Dove; Postmodernism; Politics; Library science; Science policy; Sociology; Political science; Law; Media studies; Art; Literature","score_opus":0.4344631861243294,"score_gpt":0.4670651971423863,"score_spread":0.03260201101805693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093142283","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022225217,0.00018882236,0.00000339903,0.59552073,0.001689684,0.00023939616,0.000009676413,0.00011223789,0.4000135],"genre_scores_gemma":[0.09469142,0.0004485876,0.00014568711,0.85351354,0.0138926245,0.00006837627,0.00035650062,0.000054546,0.036828704],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968363,0.00019652823,0.00039696437,0.00039865082,0.0012360846,0.0009354632],"domain_scores_gemma":[0.9980715,0.00006847143,0.0002764855,0.0010445019,0.00026711103,0.00027191592],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016138089,0.00018247547,0.00024502134,0.0002132344,0.0009239758,0.00025510605,0.00049349753,0.0006175784,0.0114057],"category_scores_gemma":[0.0002744671,0.0001808648,0.00014079188,0.00039818088,0.0013845549,0.00030416023,0.00019572677,0.0008134003,0.0004459487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.1221304e-7,0.000022010501,0.0011168681,0.000018490013,0.000005781416,0.00008453997,0.00615891,5.7677134e-9,0.000023349801,0.0022938566,0.98849213,0.0017836713],"study_design_scores_gemma":[0.000023002844,0.000005661956,0.00087533606,0.00003713479,0.00002348934,0.000046799483,0.00088520633,5.4597643e-7,0.000018258903,0.0028921324,0.9949691,0.00022331145],"about_ca_topic_score_codex":0.0021036563,"about_ca_topic_score_gemma":0.0001771526,"teacher_disagreement_score":0.3631848,"about_ca_system_score_codex":0.0005342344,"about_ca_system_score_gemma":0.0005680185,"threshold_uncertainty_score":0.989498},"labels":[],"label_agreement":null},{"id":"W2098428202","doi":"10.1177/0963662510389977","title":"Mobile knowledge and the media: The movement of scientific information in the context of environmental controversy","year":2010,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trent University","funders":"Royal Society","keywords":"Newspaper; Context (archaeology); Credibility; Assertion; Situated; Social media; Sociology of scientific knowledge; Relevance (law); Public relations; Political science; Sociology; The Internet; Science communication; Social science; Media studies; Geography; Science education; Law; Computer science","score_opus":0.2064546613661575,"score_gpt":0.35814849699906937,"score_spread":0.15169383563291186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098428202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97347164,0.00013431195,0.00011286415,0.0051933317,0.00032166223,0.00052032585,0.000020829582,0.000004140894,0.020220907],"genre_scores_gemma":[0.99940497,0.00045157233,0.000011004581,0.00009496761,0.000009107528,0.000012642785,0.000002389723,8.293875e-7,0.000012525591],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998966,0.0001378445,0.00021178258,0.0000668161,0.00049117504,0.00012640514],"domain_scores_gemma":[0.99883026,0.0006478,0.00019670936,0.00024143652,0.000057234603,0.000026557569],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007303512,0.000037987134,0.0000772874,0.0001274992,0.0008306908,0.00014084068,0.0006936404,0.000023785784,0.000079562575],"category_scores_gemma":[0.00044499946,0.000019860705,0.000024555497,0.00056767627,0.014518163,0.00061598944,0.00011027215,0.00010164986,0.0000011131425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010172131,0.00005006802,0.0020379517,0.00000637881,0.0000018668763,5.736033e-9,0.49890402,5.498027e-7,0.0052150837,0.4874721,0.0000694557,0.006232364],"study_design_scores_gemma":[0.0007661069,0.000027311125,0.009046388,0.000013704225,0.0000060488032,2.983182e-7,0.97127587,0.00083832163,0.0002916964,0.0086487895,0.009038735,0.00004673424],"about_ca_topic_score_codex":0.000290342,"about_ca_topic_score_gemma":0.003358055,"teacher_disagreement_score":0.47882327,"about_ca_system_score_codex":0.000093236864,"about_ca_system_score_gemma":0.00012532239,"threshold_uncertainty_score":0.98816377},"labels":[],"label_agreement":null},{"id":"W2099242033","doi":"","title":"Pond hockey dads and climate change: How Canadian fathers feel about the threat of losing the game they love","year":2011,"lang":"en","type":"book","venue":"Library and Archives Canada (Government of Canada)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Psychology; Social psychology; Advertising; Business; Ecology; Biology","score_opus":0.08243570278111292,"score_gpt":0.2444581398981188,"score_spread":0.16202243711700587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099242033","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0039580604,0.0024566797,7.6541505e-7,0.030140156,0.0002085555,0.00048366477,0.0009558468,0.0000060136917,0.96179026],"genre_scores_gemma":[0.7572889,0.045423366,0.00003631902,0.0036245284,0.00029395084,0.000016910544,0.000055423545,0.000050672832,0.19320995],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980044,0.00021738176,0.00022320802,0.00021254166,0.0009564223,0.00038608458],"domain_scores_gemma":[0.99858356,0.0003849569,0.00032485116,0.00041568335,0.0000027778096,0.0002881486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007824845,0.00022898453,0.00028269822,0.000037429872,0.00059225276,0.000077898214,0.00060765876,0.00009249251,0.00017207632],"category_scores_gemma":[0.0000070663004,0.00016123109,0.000048975962,0.000051921117,0.00051776506,0.00025969182,0.00019811497,0.00027670118,1.8114656e-8],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036604083,0.00003723467,0.017530408,0.00065985654,0.00032792927,0.000029064877,0.1277494,0.0000029092055,0.0004954606,0.7351365,0.016209487,0.10145568],"study_design_scores_gemma":[0.00025108704,0.000056785524,0.033636354,0.00060862297,0.00011047209,0.0000043706514,0.059340123,0.00009674693,0.00013480126,0.0058508376,0.89945227,0.00045755424],"about_ca_topic_score_codex":0.44155335,"about_ca_topic_score_gemma":0.98613834,"teacher_disagreement_score":0.8832428,"about_ca_system_score_codex":0.000047634974,"about_ca_system_score_gemma":0.0024932628,"threshold_uncertainty_score":0.6574813},"labels":[],"label_agreement":null},{"id":"W2099722889","doi":"10.1177/1748048510386742","title":"Spinning climate change: Corporate and NGO public relations strategies in Canada and the United States","year":2011,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Carleton University","funders":"","keywords":"Climate change; Politics; Political economy; Political science; Public relations; Public sphere; Political economy of climate change; Power (physics); Sociology; Public administration; Law","score_opus":0.5155959575917773,"score_gpt":0.3963135361249078,"score_spread":0.11928242146686957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099722889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88273364,0.0006440761,0.00005736775,0.06944126,0.00014315179,0.00039770146,0.0000356621,0.00005502774,0.046492085],"genre_scores_gemma":[0.9662388,0.031557053,0.00028154827,0.0014832148,0.000026958925,0.0000944178,0.0002398075,0.000008007442,0.0000702148],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986054,0.0006208204,0.0002772274,0.00011983358,0.00021069251,0.0001660729],"domain_scores_gemma":[0.9987541,0.00038731305,0.00025445136,0.0003318018,0.00021150924,0.000060862247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010912478,0.00008723103,0.00010063949,0.00016615541,0.0005701332,0.00018917065,0.0005203771,0.000044393655,0.0002960323],"category_scores_gemma":[0.00014850948,0.00007726882,0.000015842943,0.00030785004,0.0004967603,0.00057254714,0.0002419,0.00023083025,0.000007834696],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006686908,0.000037466038,0.18184787,0.0000071554355,0.000024889801,0.0000010937342,0.0939141,0.000015820822,0.000006372967,0.7160697,0.0003183704,0.007690262],"study_design_scores_gemma":[0.0015563874,0.000013892734,0.7493285,0.00013094358,0.000018458124,0.000005770547,0.11308754,0.013026664,0.000002172313,0.04114318,0.0813793,0.00030717833],"about_ca_topic_score_codex":0.89608663,"about_ca_topic_score_gemma":0.98098326,"teacher_disagreement_score":0.6749265,"about_ca_system_score_codex":0.00022849957,"about_ca_system_score_gemma":0.00015916866,"threshold_uncertainty_score":0.43850613},"labels":[],"label_agreement":null},{"id":"W2099813779","doi":"10.5539/jsd.v6n7p88","title":"Greening and Energy Issues: An Analysis of Four Canadian Newspapers","year":2013,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Genome Alberta; Genome Canada","keywords":"Greening; Newspaper; Globe; Energy (signal processing); Public opinion; Sustainable development; Political science; Environmental resource management; Public relations; Sociology; Economics; Law; Politics; Psychology","score_opus":0.1519239543331468,"score_gpt":0.3627333359224921,"score_spread":0.21080938158934528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099813779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875804,0.00031772588,0.00005309978,0.0032154412,0.000042282474,0.000051652834,4.849889e-7,0.000004554875,0.008734338],"genre_scores_gemma":[0.9913717,0.0017343273,0.0015239525,0.00021911772,0.000038848266,0.000003627488,0.0000051128786,0.000004248844,0.005099052],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99908596,0.00011527744,0.00029164704,0.00005999275,0.00022661903,0.00022049315],"domain_scores_gemma":[0.9987125,0.00003912401,0.00020415885,0.00008917476,0.0006709942,0.0002840588],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007582506,0.000056214834,0.00017390425,0.00064280274,0.00034153802,0.00008121632,0.00018669406,0.00005138245,0.0010168385],"category_scores_gemma":[0.00010260769,0.000052336854,0.000041198855,0.0005358188,0.000062380175,0.0004047908,0.00002204148,0.00005943193,0.0000012163871],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027182716,0.000117758544,0.14653775,0.000064412634,0.0007919021,0.00006210485,0.59194076,0.00021724048,0.00036365123,0.017152933,0.0028297307,0.23989457],"study_design_scores_gemma":[0.000117055395,0.000035220663,0.25314483,0.000016369324,0.000069718706,0.000001995639,0.4612041,0.00013524728,0.000009282502,0.00016369457,0.2850113,0.00009116983],"about_ca_topic_score_codex":0.3766626,"about_ca_topic_score_gemma":0.44747904,"teacher_disagreement_score":0.28218156,"about_ca_system_score_codex":0.00043608688,"about_ca_system_score_gemma":0.0006164584,"threshold_uncertainty_score":0.99989635},"labels":[],"label_agreement":null},{"id":"W2102972580","doi":"10.15252/embr.201439680","title":"Censoring government scientists and the role of consensus in science advice","year":2015,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Censoring (clinical trials); Advice (programming); Government (linguistics); Political science; Computer science; Economics; Econometrics","score_opus":0.20111906382233405,"score_gpt":0.40870188242333677,"score_spread":0.20758281860100272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102972580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7914757,0.00026699624,4.823903e-7,0.0008509367,0.00014610538,0.00010515505,6.6414947e-7,0.000010134581,0.20714384],"genre_scores_gemma":[0.9993566,0.00015829239,0.000105519575,0.000035321962,0.000019558174,0.000004763561,3.4299254e-7,0.000001559677,0.00031802824],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900746,0.0000959485,0.0001649279,0.000108710694,0.00051101187,0.000111919966],"domain_scores_gemma":[0.9994293,0.00007280311,0.00012823305,0.00021333643,0.00009138458,0.000064963504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038020792,0.000029891207,0.00006732311,0.00002693329,0.00020496233,0.000041765903,0.00010746755,0.000016865917,0.000025871328],"category_scores_gemma":[0.0008160385,0.000023076796,0.000011102093,0.00028671027,0.0011522203,0.00006726224,0.00009707767,0.000041814383,0.0000017299946],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092234375,0.00015831045,0.49146765,0.000017878241,0.0000059269296,0.00003710105,0.37665007,0.000042757318,0.006229741,0.07070513,0.0005895969,0.054003604],"study_design_scores_gemma":[0.0016985931,0.000042561194,0.29489464,0.00016628284,0.000020768719,0.00012268504,0.3306272,0.00181032,0.0018185346,0.025121503,0.34332368,0.00035323598],"about_ca_topic_score_codex":0.0031957326,"about_ca_topic_score_gemma":0.0032926227,"teacher_disagreement_score":0.34273407,"about_ca_system_score_codex":0.0001254306,"about_ca_system_score_gemma":0.000121237455,"threshold_uncertainty_score":0.4831013},"labels":[],"label_agreement":null},{"id":"W2103528018","doi":"10.1088/1748-9326/1/1/014002","title":"Images of the energy future","year":2006,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Energy (signal processing); Energy system; Energy policy; Epistemology; Engineering; Philosophy; Renewable energy","score_opus":0.20822072039425374,"score_gpt":0.41785868224933365,"score_spread":0.2096379618550799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103528018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90586966,0.00040046815,0.000016234893,0.056653664,0.00013187435,0.00012424299,0.000019143577,0.00001273484,0.036771953],"genre_scores_gemma":[0.99513626,0.0016390876,0.0000284153,0.00044245043,0.00030685693,0.000010283145,0.000012810649,0.0000047521125,0.002419066],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986501,0.00048624678,0.00007452,0.00007877487,0.0005319193,0.00017847051],"domain_scores_gemma":[0.9996312,0.00008200102,0.000025244293,0.00022960904,0.000004479188,0.000027429796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050204847,0.000034068693,0.000037072445,0.00003556218,0.00047294737,0.00002082653,0.00033998967,0.00003089783,0.0011913268],"category_scores_gemma":[0.000013722778,0.000026249634,0.00004203494,0.00012076801,0.00083295564,0.00006452435,0.00012357169,0.000117522926,0.000038133472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017904807,0.00023588953,0.054230426,0.0000071224595,0.0000074125196,0.000001667698,0.0071712006,0.0000140279335,0.7505797,0.010279608,0.14108555,0.03636946],"study_design_scores_gemma":[0.00010320362,0.000007880001,0.23569982,0.0000069042867,0.0000014885799,2.5136015e-7,0.0068875384,0.0000034210736,0.0051174965,0.00043479068,0.7516817,0.00005554802],"about_ca_topic_score_codex":0.0023914042,"about_ca_topic_score_gemma":0.0008025782,"teacher_disagreement_score":0.74546224,"about_ca_system_score_codex":0.00014993548,"about_ca_system_score_gemma":0.00000913558,"threshold_uncertainty_score":0.9997217},"labels":[],"label_agreement":null},{"id":"W2104392041","doi":"10.2174/1876823700901010038","title":"Deterministic?: Newspaper Representations of Obesity and Genetics","year":2009,"lang":"en","type":"article","venue":"The Open Obesity Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"Canadian Institutes of Health Research; Genome Alberta; University of Alberta","keywords":"Newspaper; Obesity; Genetics; Biology; Medicine; Sociology; Internal medicine; Media studies","score_opus":0.4018892828210224,"score_gpt":0.4916409914530728,"score_spread":0.0897517086320504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104392041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90488815,0.0001686025,0.00012310712,0.009214334,0.00007587037,0.00020026154,0.0000033923247,0.000006652617,0.08531963],"genre_scores_gemma":[0.9909127,0.006880745,0.0007168541,0.0004200146,0.00010543507,8.343487e-7,0.0000015619812,0.0000021775413,0.0009597189],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99916977,0.00035005165,0.00015747525,0.000060365506,0.0001598414,0.00010249163],"domain_scores_gemma":[0.9993801,0.00009704855,0.00012787196,0.00021175445,0.00010308556,0.00008011639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010292322,0.000042325766,0.000088202,0.000023094499,0.0011533353,0.0002440613,0.0005996337,0.000033949585,0.00060120167],"category_scores_gemma":[0.00011949176,0.00003224827,0.000028896839,0.000095482595,0.0001835616,0.00016494375,0.000120991106,0.00013050923,0.000010675001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012531604,0.00093842787,0.26209307,0.000013575894,0.00005214167,0.000007797943,0.2431344,0.000040343206,0.004170564,0.04744975,0.010243521,0.4317311],"study_design_scores_gemma":[0.0003196906,0.00006700293,0.94566375,0.000026764725,0.00003562203,0.00003170798,0.012323929,0.00008349046,0.00006918442,0.01904505,0.022241643,0.0000921404],"about_ca_topic_score_codex":0.00045797456,"about_ca_topic_score_gemma":0.0016366025,"teacher_disagreement_score":0.6835707,"about_ca_system_score_codex":0.000025618627,"about_ca_system_score_gemma":0.00005997659,"threshold_uncertainty_score":0.887064},"labels":[],"label_agreement":null},{"id":"W2106277313","doi":"10.1111/cag.12141","title":"Analyse des perceptions de l'exposition au changement climatique de deux localités canadiennes","year":2015,"lang":"fr","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; Geography; Forestry; Philosophy","score_opus":0.1430691963839911,"score_gpt":0.33546274944590854,"score_spread":0.19239355306191744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106277313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94153214,0.012604953,0.00011377282,0.021969315,0.0017870505,0.00075533416,0.00110806,0.00019047115,0.019938903],"genre_scores_gemma":[0.9365299,0.05479141,0.0011813549,0.0030963963,0.0010439762,0.00035892203,0.00070187345,0.0001082443,0.0021879682],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9930038,0.0013651579,0.00078755844,0.00077798363,0.00046825138,0.003597256],"domain_scores_gemma":[0.99112856,0.00022845175,0.00029575665,0.001019822,0.0009079484,0.006419435],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0024053194,0.00073399657,0.0006407484,0.004175116,0.0034004387,0.00042162064,0.0011304226,0.0007580841,0.0013781191],"category_scores_gemma":[0.00040445,0.00091842684,0.0005814281,0.008122861,0.0065620434,0.0008794077,0.00012228357,0.00061063,0.00010776161],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043575168,0.00018249948,0.55889875,0.0002940872,0.00042408286,0.00014097539,0.32086197,0.0002602097,0.000047866233,0.025694132,0.033429727,0.059722137],"study_design_scores_gemma":[0.0005748739,0.0003243365,0.17719007,0.00045713852,0.00048299687,0.000120603036,0.48873922,0.00053222367,0.0000070721558,0.007734582,0.32256478,0.0012720956],"about_ca_topic_score_codex":0.9946893,"about_ca_topic_score_gemma":0.99996525,"teacher_disagreement_score":0.38170868,"about_ca_system_score_codex":0.0076571447,"about_ca_system_score_gemma":0.0034919803,"threshold_uncertainty_score":0.9995348},"labels":[],"label_agreement":null},{"id":"W2107659085","doi":"10.1164/ajrccm.182.10.1333","title":"Science and Scholarship in Publications","year":2010,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Scholarship; MEDLINE; Library science; Law","score_opus":0.29313709051717,"score_gpt":0.4819599648476185,"score_spread":0.18882287433044848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107659085","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07743867,0.0030826502,0.000006845981,0.9095493,0.0002856373,0.00008543819,0.0000056527215,0.000009966407,0.009535828],"genre_scores_gemma":[0.5436006,0.0020912604,0.00016019506,0.45149794,0.0025924286,0.0000049914465,0.0000039798824,0.000012022061,0.000036563477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796855,0.0004567465,0.00035634844,0.00017368855,0.00079326436,0.00025142264],"domain_scores_gemma":[0.99704564,0.0007900903,0.0001931793,0.00021520366,0.0014910523,0.00026483455],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030434642,0.00010680938,0.00031861695,0.0007840166,0.00043195634,0.000100160105,0.00043096024,0.00024001644,0.000190615],"category_scores_gemma":[0.007934511,0.00008822951,0.000025889734,0.0009145882,0.010748105,0.00034293582,0.00006112267,0.00292059,0.0000014467317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054386812,0.00006879312,0.039357748,0.00029366103,0.000014548085,0.00015803329,0.073372774,3.055559e-8,0.0014830591,0.022443812,0.09529267,0.76746047],"study_design_scores_gemma":[0.00015986213,0.0004859912,0.009627793,0.00019234266,0.000026872855,0.000020397076,0.020913027,1.6649251e-7,0.0000015956915,0.000318264,0.9681561,0.00009757739],"about_ca_topic_score_codex":0.00015376578,"about_ca_topic_score_gemma":0.0004526621,"teacher_disagreement_score":0.8728634,"about_ca_system_score_codex":0.00013079487,"about_ca_system_score_gemma":0.0008796203,"threshold_uncertainty_score":0.9993797},"labels":[],"label_agreement":null},{"id":"W2107733001","doi":"","title":"Humans and nature : public visions on their interrelationship","year":2010,"lang":"en","type":"dissertation","venue":"Socio-Environmental Systems Modeling","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Environmental ethics; Political science; Sociology; Anthropology; Philosophy","score_opus":0.29562205125479907,"score_gpt":0.41224793711346197,"score_spread":0.1166258858586629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107733001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602239,0.0018493553,0.000065149834,0.0008713915,0.0016495112,0.0006530947,0.000094406714,0.00011337133,0.034479786],"genre_scores_gemma":[0.9869247,0.0054812543,0.00001932743,0.000089452486,0.00045357994,0.0001060426,0.0026336494,0.00005163029,0.0042403853],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99821204,0.0003028282,0.00036120354,0.0003926347,0.000437652,0.00029365238],"domain_scores_gemma":[0.9990721,0.00012364343,0.00021265016,0.00040412197,0.000023379247,0.00016413986],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007033722,0.000265428,0.00025553888,0.00015971097,0.0021567654,0.0003056087,0.00036399096,0.0013455235,0.00045291704],"category_scores_gemma":[0.00005317563,0.00025971883,0.00013099758,0.00007507045,0.00014164792,0.00024216839,0.000059043985,0.0016913691,0.000112149435],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011532853,0.000915619,0.047515128,0.00039142763,0.00035771244,0.0000036743597,0.81054693,0.00070159766,0.0051027997,0.0812102,0.0013215744,0.05181798],"study_design_scores_gemma":[0.00023750075,0.000030382835,0.002160353,0.00030031215,0.000043634784,0.0000010127284,0.9641189,0.005101303,7.346943e-7,0.0012242526,0.026281634,0.0005000056],"about_ca_topic_score_codex":0.00050028996,"about_ca_topic_score_gemma":0.0010671616,"teacher_disagreement_score":0.15357192,"about_ca_system_score_codex":0.0004238274,"about_ca_system_score_gemma":0.000047632526,"threshold_uncertainty_score":0.9999855},"labels":[],"label_agreement":null},{"id":"W2109237785","doi":"10.1177/1075547012470707","title":"Framing Synthetic Biology","year":2013,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Framing (construction); Rhetoric; Perception; Scientific literacy; Sociology; Epistemology; Psychology; Science education; Geography; Pedagogy; Linguistics","score_opus":0.4156811870657371,"score_gpt":0.4898887002056921,"score_spread":0.074207513139955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109237785","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45069385,0.00060694345,0.0005547935,0.023184976,0.00024233486,0.0004982345,0.000001562219,0.0002456937,0.5239716],"genre_scores_gemma":[0.99355084,0.0034794237,0.0021643653,0.00033127298,0.000027698681,0.00005949626,0.000009984957,0.0000040624454,0.00037287603],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989461,0.00031377433,0.00014242876,0.00014754753,0.0001982934,0.00025190946],"domain_scores_gemma":[0.9984224,0.00019101171,0.000078708385,0.0009246758,0.00028293056,0.00010031309],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016625687,0.00005283795,0.000063352156,0.00013805908,0.0019621085,0.00021351785,0.0014509041,0.00005690265,0.0020492424],"category_scores_gemma":[0.0005942043,0.00005217223,0.00002350911,0.0006834962,0.0020745008,0.0007069792,0.00024123615,0.00012250667,0.0010132467],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015976357,0.0000958285,0.010085894,0.0000051689153,0.0000025404595,2.6603141e-8,0.061631743,0.0000032635944,0.03391212,0.41151866,0.00069293304,0.4820502],"study_design_scores_gemma":[0.00037668645,0.000067598594,0.15156843,0.00012807372,0.000014919096,0.0000025990064,0.09500089,0.0045133503,0.000901221,0.15279886,0.593895,0.00073237444],"about_ca_topic_score_codex":0.0042470316,"about_ca_topic_score_gemma":0.001267615,"teacher_disagreement_score":0.59320205,"about_ca_system_score_codex":0.00015323678,"about_ca_system_score_gemma":0.00013127176,"threshold_uncertainty_score":0.99976456},"labels":[],"label_agreement":null},{"id":"W2110846451","doi":"10.1080/08941920.2015.1054569","title":"Canadian News Media Coverage of Climate Change: Historical Trajectories, Dominant Frames, and International Comparisons","year":2015,"lang":"en","type":"article","venue":"Society & Natural Resources","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; The King's University; Memorial University of Newfoundland","funders":"","keywords":"Climate change; Newspaper; Political science; News media; Rhetorical question; Politics; Globe; Government (linguistics); Media coverage; Period (music); Geography; Media studies; Sociology; Law","score_opus":0.24336481000932636,"score_gpt":0.38591059511094433,"score_spread":0.14254578510161797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110846451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90135586,0.015798537,0.000016121961,0.048724487,0.0029903566,0.00045853746,0.00021849391,0.00009728285,0.030340351],"genre_scores_gemma":[0.97191215,0.025946967,0.00042008574,0.0006003581,0.00052345544,0.000012078762,0.00008493446,0.000008879864,0.0004910836],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989069,0.00012967587,0.00019662226,0.0001539806,0.00034526046,0.0002675274],"domain_scores_gemma":[0.99908423,0.00017709778,0.00011734062,0.00014643716,0.00016267123,0.0003122032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050584826,0.000098981116,0.00018080193,0.000051855608,0.00034344423,0.00006641629,0.00030709305,0.00015859539,0.00011093404],"category_scores_gemma":[0.00027392665,0.00009198567,0.00009642296,0.00020991663,0.00021018604,0.00017488621,0.00008273212,0.00024989547,0.00000632059],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076306365,0.00007913856,0.11169025,0.00002823745,0.000047956786,0.0000018766475,0.707749,0.0000012788493,0.00009330709,0.0039078593,0.0625046,0.11382018],"study_design_scores_gemma":[0.0003192077,0.000017687433,0.019098442,0.000025196887,0.000013219102,9.8131e-7,0.03909919,0.00011217333,0.0000020123746,0.000245064,0.94094306,0.00012376526],"about_ca_topic_score_codex":0.30698264,"about_ca_topic_score_gemma":0.6121511,"teacher_disagreement_score":0.8784385,"about_ca_system_score_codex":0.0010962036,"about_ca_system_score_gemma":0.00013033592,"threshold_uncertainty_score":0.69763225},"labels":[],"label_agreement":null},{"id":"W2111019078","doi":"10.1016/j.gloenvcha.2009.04.001","title":"The tipping point trend in climate change communication","year":2009,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":252,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Tipping point (physics); Climate change; Mainstream; Prestige; Global warming; Political science; Ecology","score_opus":0.3322113594085381,"score_gpt":0.40868255434488837,"score_spread":0.0764711949363503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111019078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7160182,0.010427982,0.00000510602,0.10717855,0.00040162436,0.001991094,0.00025691924,0.00024022887,0.16348031],"genre_scores_gemma":[0.93636984,0.061363116,0.000045754365,0.0018081786,0.00016888033,0.000094778654,0.00010852276,0.000004775192,0.000036141395],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99875903,0.0002991865,0.00018565221,0.00015198301,0.00023601334,0.0003681469],"domain_scores_gemma":[0.9993704,0.000047283866,0.00008662798,0.00041220713,0.000003024136,0.00008047732],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006414554,0.000106218286,0.00009560527,0.000029590203,0.0008519354,0.000077864075,0.00043011413,0.00008529716,0.00024936596],"category_scores_gemma":[0.000014920121,0.000095529365,0.00005146849,0.00018889911,0.00021720366,0.00035070232,0.00013078554,0.00011821207,0.0001675199],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005804994,0.00031819838,0.03314873,0.0000052263636,0.000005210056,0.0000029473788,0.06587175,6.7664e-7,0.00016642225,0.025286693,0.0005240251,0.8746121],"study_design_scores_gemma":[0.0005801605,0.00007570016,0.72931206,0.00008155781,0.000010267325,0.000003662146,0.03313694,0.00017442022,0.000004761938,0.0028931976,0.23343047,0.000296772],"about_ca_topic_score_codex":0.0009967965,"about_ca_topic_score_gemma":0.025662161,"teacher_disagreement_score":0.8743153,"about_ca_system_score_codex":0.0006237201,"about_ca_system_score_gemma":0.0000036228703,"threshold_uncertainty_score":0.992117},"labels":[],"label_agreement":null},{"id":"W2111838663","doi":"10.1007/s12594-009-0128-3","title":"The Notoriously Unpredictable Monsoon","year":2009,"lang":"en","type":"article","venue":"Journal of the Geological Society of India","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Geology; Monsoon; Climatology","score_opus":0.2078018952938095,"score_gpt":0.3935281501196156,"score_spread":0.18572625482580613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111838663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.885509,0.0010521099,0.000041477226,0.09836463,0.00048818908,0.00014556832,0.000002295787,0.000014074069,0.014382658],"genre_scores_gemma":[0.9864863,0.010900326,0.0003572333,0.0013543247,0.0002871088,6.312194e-7,3.379056e-7,0.0000015742634,0.00061215507],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988889,0.00026053182,0.00027316855,0.00004190778,0.00037245045,0.00016302451],"domain_scores_gemma":[0.9988785,0.00031936937,0.00040001774,0.00016766737,0.0001770674,0.000057392004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017778222,0.00004995269,0.00011956153,0.000007270826,0.0008740549,0.000035891782,0.0007628483,0.00011551111,0.00017753601],"category_scores_gemma":[0.00033388156,0.000023827508,0.00031836968,0.00018451868,0.00042498973,0.00007699245,0.000058811955,0.00030246394,0.0000047013923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035063308,0.001098067,0.17940514,0.000025309442,0.0002541545,0.0000030377303,0.28214777,0.00033437906,0.007607394,0.034312394,0.33277023,0.1616915],"study_design_scores_gemma":[0.00047072498,0.00028605317,0.5299159,0.000057875393,0.0000365331,0.000009167561,0.027568083,0.00008696733,0.00009101584,0.024201674,0.41716588,0.00011009766],"about_ca_topic_score_codex":0.000083959356,"about_ca_topic_score_gemma":0.000053927815,"teacher_disagreement_score":0.3505108,"about_ca_system_score_codex":0.00008023306,"about_ca_system_score_gemma":0.00006665592,"threshold_uncertainty_score":0.67226124},"labels":[],"label_agreement":null},{"id":"W2112267120","doi":"10.1177/0963662512445011","title":"Playing God or just unnatural? Religious beliefs and approval of synthetic biology","year":2012,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Deliberation; Prerogative; Synthetic biology; Opposition (politics); Value (mathematics); Perception; Epistemology; Contextualization; Sociology; Biology; Philosophy; Political science; Law; Genetics; Computer science; Politics; Interpretation (philosophy)","score_opus":0.6569746554918238,"score_gpt":0.4649709770504388,"score_spread":0.19200367844138494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112267120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91955686,0.00091695064,0.002490214,0.009997401,0.0006401372,0.00028828712,0.000011239081,0.00007442128,0.066024475],"genre_scores_gemma":[0.99674094,0.0024667804,0.00064244174,0.000047265803,0.00004424732,0.000002679115,0.0000017952815,0.0000036827994,0.000050175477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989336,0.00009517358,0.0001864527,0.00014607818,0.0002817631,0.0003569165],"domain_scores_gemma":[0.999139,0.0002664714,0.0001591325,0.00018909405,0.00009832044,0.00014798905],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002380699,0.00006292946,0.00012710212,0.00025892336,0.00089953234,0.000059787653,0.00040550658,0.0000653124,0.00011332261],"category_scores_gemma":[0.00074646494,0.000050932482,0.000023533432,0.00087706157,0.0047326833,0.00056863535,0.00014196608,0.00008301271,0.0000020700843],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021914839,0.000114046634,0.046718907,0.00006734605,0.000008763087,1.1788601e-7,0.1552708,5.369586e-7,0.015223124,0.7743327,0.00012566664,0.008116088],"study_design_scores_gemma":[0.0015776872,0.00045070116,0.04140581,0.0004542453,0.000075976146,0.000041265528,0.8902787,0.0012144493,0.0015937954,0.038475893,0.023354756,0.0010766992],"about_ca_topic_score_codex":0.00031622924,"about_ca_topic_score_gemma":0.0002441688,"teacher_disagreement_score":0.7358568,"about_ca_system_score_codex":0.0002358094,"about_ca_system_score_gemma":0.00016975013,"threshold_uncertainty_score":0.9979759},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2115452895","doi":"10.7202/045408ar","title":"The tip of the iceberg: Ice as a non-human actor in the climate change debate","year":2011,"lang":"en","type":"article","venue":"Études/Inuit/Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Climate change; Arctic; The arctic; Indigenous; Political science; Narrative; Arctic ice pack; Environmental ethics; Geography; Sociology; Oceanography; Ecology; Geology; Archaeology","score_opus":0.6150133022841052,"score_gpt":0.4939115306653406,"score_spread":0.12110177161876462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115452895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781216,0.0010373438,9.245211e-9,0.004288146,0.00030409687,0.00062780257,0.0000142543595,0.000032867603,0.015573921],"genre_scores_gemma":[0.9741633,0.024203952,0.000010582395,0.00095105375,0.00018814353,0.00022236964,0.0000016330599,0.000012463717,0.00024652365],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981383,0.00062557973,0.00031266076,0.00017514155,0.00038758205,0.00036072705],"domain_scores_gemma":[0.99834067,0.0005273731,0.00024252395,0.00066814444,0.00018571618,0.000035564924],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019488946,0.0001545336,0.00021914952,0.000046200585,0.0014685532,0.000051000385,0.0012251869,0.00007972506,0.0001391158],"category_scores_gemma":[0.00029880166,0.00007804945,0.00012064593,0.00042801566,0.00085915334,0.00017296062,0.00040338057,0.00021690299,0.00007237408],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015639429,0.00005911628,0.0015074023,0.00002716503,0.000036345253,7.5305e-7,0.9653704,5.938815e-8,0.00016229652,0.031682614,0.00022193082,0.00091626524],"study_design_scores_gemma":[0.0002211268,0.00005594805,0.046576142,0.00016581925,0.000047763813,0.0000013359103,0.9454073,0.000005003532,0.000036471054,0.004416802,0.0029149917,0.0001513171],"about_ca_topic_score_codex":0.008186661,"about_ca_topic_score_gemma":0.8140221,"teacher_disagreement_score":0.8058354,"about_ca_system_score_codex":0.0003832769,"about_ca_system_score_gemma":0.00013049602,"threshold_uncertainty_score":0.9998314},"labels":[],"label_agreement":null},{"id":"W2115895482","doi":"10.1017/s0376892905222324","title":"<b>The Fire Ant Wars: Nature, Science, and Public Policy in Twentieth-Century America</b><scp>BY JOSHUA BLU BUHS</scp> x+216 pp., 15×23×1.5 cm, ISBN 0 226 07982 1 paperback, GB£16.00/US$22.50, Chicago, IL, USA: The University of Chicago Press, 2004","year":2005,"lang":"en","type":"article","venue":"Environmental Conservation","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University","funders":"","keywords":"Fire ant; Political science; Economic history; Environmental ethics; History; Philosophy; Biology; Ecology; Hymenoptera","score_opus":0.04358867532839333,"score_gpt":0.2866631156016255,"score_spread":0.24307444027323216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115895482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95907664,0.006109042,0.000008437711,0.027476488,0.00014666408,0.00060472765,0.00013329751,0.00003841002,0.0064063105],"genre_scores_gemma":[0.88230544,0.114195935,0.000081209386,0.0019047345,0.00011486216,0.0000111498985,0.00014940412,0.000014444889,0.0012227921],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99757534,0.00047122932,0.00031396284,0.00038788648,0.00076982385,0.00048176546],"domain_scores_gemma":[0.9986121,0.00033532476,0.0003195667,0.0005254868,0.0000436149,0.00016388456],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0011518645,0.00019373483,0.00018572611,0.00006802236,0.0019360983,0.00017419597,0.0008552315,0.00020622571,0.00031073336],"category_scores_gemma":[0.00031297433,0.00016472036,0.00006922938,0.0006886117,0.0035702314,0.0008676391,0.00029570388,0.00048055733,0.00006128364],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016805183,0.002421397,0.46249956,0.00007821798,0.00012423859,0.0000032586024,0.058628857,0.000040367642,0.06828856,0.008254738,0.2943982,0.105094574],"study_design_scores_gemma":[0.00036536757,0.000041022395,0.2336297,0.000018064966,0.0000115689045,0.0000014210617,0.0089871045,0.00031501285,0.00010614205,0.000078168225,0.7563533,0.00009311482],"about_ca_topic_score_codex":0.0053702914,"about_ca_topic_score_gemma":0.004224612,"teacher_disagreement_score":0.4619551,"about_ca_system_score_codex":0.0007641668,"about_ca_system_score_gemma":0.00019283722,"threshold_uncertainty_score":0.99936324},"labels":[],"label_agreement":null},{"id":"W2116463107","doi":"10.1108/14636680610656183","title":"Public futures studies: themes and variations","year":2006,"lang":"en","type":"article","venue":"foresight","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Originality; Value (mathematics); Futures studies; Field (mathematics); State (computer science); Sociology; Public value; Regional science; Marketing; Public relations; Social science; Political science; Economics; Qualitative research; Business; Financial economics; Computer science","score_opus":0.6413913805881127,"score_gpt":0.4670995973177981,"score_spread":0.17429178327031464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116463107","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11429329,0.013607547,0.0006197444,0.08573219,0.0006376043,0.00050020416,0.000026194875,0.00035701916,0.7842262],"genre_scores_gemma":[0.99017084,0.005175395,0.00027991942,0.00020705312,0.00037380267,0.0000210965,0.000024203364,0.0000039776423,0.0037436972],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999565,0.0000874163,0.000074685035,0.00006952357,0.00009899619,0.00010435227],"domain_scores_gemma":[0.9996415,0.00011551958,0.00003093039,0.00010950527,0.00007450836,0.000028032142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019040762,0.000038130496,0.00005196146,0.00004312389,0.0007835812,0.00007409806,0.00009338047,0.00003653329,0.00052349287],"category_scores_gemma":[0.00009136651,0.00003185901,0.000017303259,0.00012406838,0.00013758887,0.00013583236,0.000031225834,0.0000334856,0.00002734794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016964402,0.000031948337,0.004598668,0.000005697663,0.0000091735865,1.9455406e-7,0.032213125,5.7556264e-7,0.000043798704,0.92109245,0.034308217,0.0076944656],"study_design_scores_gemma":[0.00011861645,0.000008845577,0.031490497,0.0000066396246,0.00000772614,2.8132877e-7,0.016655155,0.000033748718,0.0000055291407,0.06980592,0.88178694,0.00008010909],"about_ca_topic_score_codex":0.00066516554,"about_ca_topic_score_gemma":0.025265729,"teacher_disagreement_score":0.87587756,"about_ca_system_score_codex":0.000032993277,"about_ca_system_score_gemma":0.000018447348,"threshold_uncertainty_score":0.99252063},"labels":[],"label_agreement":null},{"id":"W2116566933","doi":"10.1177/1748048513482265","title":"Framing climate change and indigenous peoples","year":2013,"lang":"en","type":"article","venue":"International Communication Gazette","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Indigenous; Framing (construction); Politics; Intermediary; Summit; Spirituality; Political science; Sociology; Environmental ethics; Gender studies; Geography; Law; Ecology","score_opus":0.3343466827267975,"score_gpt":0.42741486748575647,"score_spread":0.09306818475895895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116566933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8134301,0.0015799952,0.00007834602,0.05331039,0.00033103913,0.0007622243,0.000026678932,0.00025423168,0.13022701],"genre_scores_gemma":[0.9358103,0.06010774,0.0012614045,0.0018650763,0.00017713846,0.00024571543,0.0001296309,0.000012756556,0.00039021773],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988905,0.00027626916,0.00022236723,0.00013778132,0.00027026824,0.00020277391],"domain_scores_gemma":[0.9987577,0.00032397872,0.0001396098,0.00043697655,0.0002537479,0.000087959226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052274065,0.00009040398,0.000091219925,0.00012834182,0.0008157524,0.00028821544,0.0007014671,0.0000876872,0.0018846106],"category_scores_gemma":[0.00017706337,0.000099287114,0.00003652897,0.00012559275,0.00021421141,0.0007342198,0.00029784135,0.00017132689,0.00045733366],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016872216,0.00020446982,0.118271396,0.00003407579,0.00004945879,6.9081557e-7,0.40237746,0.0000015252698,0.0007585488,0.0871397,0.0020746023,0.3890712],"study_design_scores_gemma":[0.00050568423,0.00002760943,0.5642632,0.00017565956,0.000017467808,0.0000070628744,0.05327566,0.0009686148,0.000021446995,0.0054204073,0.37488133,0.00043585594],"about_ca_topic_score_codex":0.0056681805,"about_ca_topic_score_gemma":0.008093062,"teacher_disagreement_score":0.4459918,"about_ca_system_score_codex":0.000105161474,"about_ca_system_score_gemma":0.000024010698,"threshold_uncertainty_score":0.9990278},"labels":[],"label_agreement":null},{"id":"W2118894239","doi":"","title":"Peak Oil and the Everyday Complexity of Human Progress Narratives","year":2012,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Context (archaeology); Everyday life; Meaning (existential); Proposition; Aesthetics; Narrative inquiry; Narrative criticism; Sociology; History; Epistemology; Literature; Art; Philosophy","score_opus":0.6046497739109649,"score_gpt":0.495854161589316,"score_spread":0.10879561232164886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118894239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61381954,0.00052577356,0.0000035644061,0.008397222,0.000046217643,0.000047455036,0.000001649335,0.000022593067,0.377136],"genre_scores_gemma":[0.9971627,0.000667646,0.00011126323,0.00008721024,0.0000644434,0.000008429902,0.000004114777,0.000001566943,0.0018926068],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.999395,0.00031620773,0.00007302474,0.00003337395,0.00009727236,0.00008508612],"domain_scores_gemma":[0.9997122,0.000059339924,0.00004435808,0.000111112524,0.000039914867,0.00003303793],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007607597,0.000028719203,0.00006159415,0.000011479877,0.00045844316,0.000019484176,0.00011445054,0.000021260652,0.0011941757],"category_scores_gemma":[0.000022121636,0.000017635868,0.000018982579,0.000058025184,0.0018571777,0.00011337507,0.000047503167,0.00003569992,0.000006995033],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007677073,0.000048203943,0.014062445,0.000008428462,0.0000040278055,4.4821764e-9,0.37866327,4.6972177e-9,0.00015214164,0.59704834,0.0003311569,0.009674286],"study_design_scores_gemma":[0.001118864,0.00003346068,0.3511578,0.00003501066,0.000015036643,6.7763085e-7,0.45621535,0.00001827294,0.00006496927,0.01898888,0.17216226,0.00018939172],"about_ca_topic_score_codex":0.00079513766,"about_ca_topic_score_gemma":0.004243889,"teacher_disagreement_score":0.5780595,"about_ca_system_score_codex":0.000009635105,"about_ca_system_score_gemma":0.0000061657765,"threshold_uncertainty_score":0.99971884},"labels":[],"label_agreement":null},{"id":"W2119874225","doi":"10.1177/0963662511420511","title":"Causal or spurious? The relationship of knowledge and attitudes to trust in science and technology","year":2011,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Spurious relationship; Structural equation modeling; Public trust; Set (abstract data type); Science communication; Psychology; Survey data collection; Social psychology; Science education; Political science; Public relations; Computer science; Mathematics; Mathematics education","score_opus":0.7019911411933458,"score_gpt":0.46281155206154523,"score_spread":0.2391795891318006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119874225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573385,0.00010046161,0.00022578561,0.006460123,0.000070994414,0.00019913333,0.0000014095347,0.000019028044,0.035584528],"genre_scores_gemma":[0.99916524,0.00027531627,0.0004651798,0.000023402537,0.0000051147726,0.0000053309222,8.6623274e-8,0.0000018202171,0.000058494283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990988,0.000048919464,0.0001493307,0.00017252048,0.00031599595,0.00021442653],"domain_scores_gemma":[0.9991776,0.00023631069,0.000075027914,0.00019689601,0.00022586166,0.00008835459],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0042722435,0.000043559456,0.00008026498,0.0007972172,0.0010992627,0.00007301679,0.00059909147,0.000036771664,0.00004285995],"category_scores_gemma":[0.0028889955,0.000031850934,0.000005236334,0.004536339,0.013449039,0.00052617874,0.00026012457,0.00007904176,0.0000011140421],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004806999,0.00002969803,0.3352078,0.000008696731,5.0775e-7,7.4028385e-8,0.079155095,5.6433226e-8,0.001048552,0.5826738,0.000010039707,0.0018609135],"study_design_scores_gemma":[0.00021637804,0.00010984951,0.79701,0.000098680575,0.000004059324,0.0000035720764,0.17255709,0.00012684078,0.00021954931,0.028757546,0.0007755435,0.00012086577],"about_ca_topic_score_codex":0.00041624732,"about_ca_topic_score_gemma":0.009441793,"teacher_disagreement_score":0.5539162,"about_ca_system_score_codex":0.000278119,"about_ca_system_score_gemma":0.00059564394,"threshold_uncertainty_score":0.98923576},"labels":[],"label_agreement":null},{"id":"W2120031946","doi":"10.1177/0162243909345835","title":"Locating Scientific Citizenship: The Institutional Contexts and Cultures of Public Engagement","year":2010,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Citizenship; Reflexivity; Context (archaeology); Public relations; Negotiation; Sociology; Element (criminal law); Democracy; Political science; Public engagement; Novelty; Social science; Law; Politics","score_opus":0.3467668253035034,"score_gpt":0.46554759076339214,"score_spread":0.11878076545988875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120031946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96588135,0.00018032604,0.000016653748,0.010019639,0.00028000743,0.0001733805,0.0000032501985,0.00011683773,0.023328552],"genre_scores_gemma":[0.99915636,0.000065811,0.0003135274,0.00008200218,0.00003999125,0.000018909244,0.0000035839766,0.0000022470088,0.00031756895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884546,0.0001139177,0.00015962584,0.00023099458,0.00040202518,0.00024797767],"domain_scores_gemma":[0.9989787,0.000075327574,0.00010993444,0.00041054533,0.00037246916,0.000053051044],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0051441677,0.000062504434,0.00007719125,0.00041221204,0.008987525,0.00027742088,0.001045762,0.00008684301,0.00024980394],"category_scores_gemma":[0.0013344546,0.000046074165,0.000020327772,0.0012680328,0.033209864,0.00023021047,0.00024878388,0.00030588792,0.000013916442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.4642073e-7,0.000020827312,0.007008663,0.0000035265678,0.0000020771818,1.2498455e-7,0.01420231,2.9908784e-7,0.12597631,0.83488375,0.0001486725,0.017753081],"study_design_scores_gemma":[0.00060871127,0.00011873419,0.13377331,0.000087275424,0.00003304298,0.000017517348,0.20576327,0.00019218397,0.0175618,0.49779707,0.14353876,0.000508339],"about_ca_topic_score_codex":0.00008563468,"about_ca_topic_score_gemma":0.0027533898,"teacher_disagreement_score":0.3370867,"about_ca_system_score_codex":0.000042741427,"about_ca_system_score_gemma":0.00020698208,"threshold_uncertainty_score":0.99230266},"labels":[],"label_agreement":null},{"id":"W2120345293","doi":"10.4000/vertigo.4995","title":"Éduquer et communiquer en matière de changements climatiques : défis et possibilités","year":2008,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Political science","score_opus":0.30453904239669827,"score_gpt":0.44291235513588056,"score_spread":0.1383733127391823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120345293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.524691,0.0039023198,0.00063471816,0.116513304,0.00075643143,0.00063554297,0.00012531046,0.00026109052,0.35248032],"genre_scores_gemma":[0.6372126,0.24600339,0.012236684,0.021916367,0.00050411385,0.00015985542,0.00034614923,0.00007948596,0.0815414],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99374086,0.004779686,0.00038003072,0.0002412191,0.00035806326,0.0005001564],"domain_scores_gemma":[0.9982317,0.0005791459,0.00013356259,0.00073381886,0.00013852477,0.0001832106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024044449,0.00022830682,0.00026056197,0.00009840354,0.000675851,0.00008493011,0.0006254477,0.000331426,0.010862812],"category_scores_gemma":[0.00027473606,0.00024638724,0.00014786312,0.00035292123,0.000493268,0.0006091928,0.0003281591,0.00049329613,0.0009726693],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060555398,0.00078424654,0.062187362,0.0001672606,0.00006519357,0.000011512905,0.79054654,0.000004945436,0.0005746042,0.060847282,0.06512787,0.019622633],"study_design_scores_gemma":[0.00040280967,0.0001091238,0.1122518,0.00029133077,0.000033289405,0.000014478222,0.010424904,0.00040484514,0.000092582224,0.0038505942,0.8717578,0.00036645605],"about_ca_topic_score_codex":0.006466283,"about_ca_topic_score_gemma":0.014418311,"teacher_disagreement_score":0.8066299,"about_ca_system_score_codex":0.00066670415,"about_ca_system_score_gemma":0.00015272539,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W2122296272","doi":"10.1016/j.socscimed.2006.08.038","title":"The paradoxical reliance on allopathic medicine and positivist science among skeptical audiences","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Wilfrid Laurier University","funders":"","keywords":"Skepticism; Mass media; Contradiction; Focus group; Context (archaeology); Positivism; Misrepresentation; Sociology; Psychology; Social psychology; Media studies; Epistemology; Law; Political science; History; Philosophy","score_opus":0.2066899739608278,"score_gpt":0.45761167765940475,"score_spread":0.2509217036985769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122296272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64855343,0.00036508552,0.00003619617,0.10134975,0.0006583623,0.00026300517,0.0000013324831,0.00008339808,0.24868946],"genre_scores_gemma":[0.99566084,0.0014543058,0.000011797461,0.0010365323,0.0013312859,0.000017543212,0.0000019805843,0.0000055524324,0.00048014993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9962003,0.00022802777,0.00032355735,0.00046487173,0.0020790326,0.00070417725],"domain_scores_gemma":[0.9983092,0.00063547277,0.00015337132,0.00028599155,0.00033499513,0.00028099178],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00863063,0.00014485462,0.00020956836,0.00016786439,0.009994243,0.00018133476,0.001085598,0.00007775321,0.00011996417],"category_scores_gemma":[0.0026153135,0.000088936475,0.000028738683,0.0023000007,0.06492022,0.0004177845,0.00011636654,0.0002956416,0.000017842725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003820685,0.00007730273,0.025092565,0.0000075926678,0.0000021274595,0.0000051454203,0.09653846,7.094847e-7,0.009326492,0.80761653,0.003682285,0.0576126],"study_design_scores_gemma":[0.0006311942,0.0003901301,0.8674032,0.0002931945,0.000026967844,0.0000045964457,0.045016304,0.0002696429,0.00006117444,0.025268454,0.060282536,0.00035259643],"about_ca_topic_score_codex":0.003509004,"about_ca_topic_score_gemma":0.0034656741,"teacher_disagreement_score":0.84231067,"about_ca_system_score_codex":0.00029806577,"about_ca_system_score_gemma":0.00029248613,"threshold_uncertainty_score":0.9912946},"labels":[],"label_agreement":null},{"id":"W2125193835","doi":"10.1093/poq/nft039","title":"Polling and Democracy: Executive Summary of the AAPOR Task Force Report on Public Opinion and Leadership","year":2013,"lang":"en","type":"article","venue":"Public Opinion Quarterly","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public opinion; Public relations; Conviction; Political science; Democracy; Task (project management); Politics; Polling; Value (mathematics); Sociology; Public administration; Law; Management; Economics; Computer science","score_opus":0.3855075452714246,"score_gpt":0.38480326864355324,"score_spread":0.0007042766278713697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125193835","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37832057,0.0024874206,0.0003848128,0.5452349,0.0026995987,0.0023248862,0.000053811247,0.00026801066,0.06822595],"genre_scores_gemma":[0.996043,0.0013965417,0.0000676331,0.0005807565,0.00021769278,0.000049046463,0.000071097005,0.000012768036,0.0015614537],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830747,0.0004325926,0.00033608268,0.00026527155,0.00034275206,0.000315811],"domain_scores_gemma":[0.9986207,0.00026993154,0.00029134794,0.00043038427,0.00021405204,0.00017356571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009772948,0.00012656595,0.00016673603,0.00010971837,0.0006989538,0.00031181914,0.00030586444,0.00013730065,0.00015028875],"category_scores_gemma":[0.00028529088,0.0001017824,0.00006002975,0.00031699843,0.00037534043,0.00080500584,0.000054889464,0.00018746642,0.000013419709],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048175287,0.00045932957,0.10943589,0.0002893426,0.000092388545,0.0000010564283,0.19184902,3.164917e-7,0.0013472803,0.19124128,0.05250186,0.45273405],"study_design_scores_gemma":[0.0011404167,0.0005927853,0.27902636,0.00041022213,0.000014908359,0.00003568403,0.20367421,0.000433279,0.000030274705,0.017855536,0.49613342,0.0006529224],"about_ca_topic_score_codex":0.0011821184,"about_ca_topic_score_gemma":0.00049093773,"teacher_disagreement_score":0.61772245,"about_ca_system_score_codex":0.000063998465,"about_ca_system_score_gemma":0.00010346336,"threshold_uncertainty_score":0.53758585},"labels":[],"label_agreement":null},{"id":"W2125235733","doi":"10.1162/leon_a_00278","title":"Representing, Performing and Mitigating Climate Change in Contemporary Art Practice","year":2012,"lang":"en","type":"article","venue":"Leonardo","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Research Councils UK","keywords":"Climate change; The arts; Representation (politics); Phenomenon; Climate science; Affect (linguistics); Quarter (Canadian coin); Visual arts; Aesthetics; Geography; Sociology; Political science; Art; Epistemology; Archaeology; Ecology; Communication; Politics","score_opus":0.5523219752721084,"score_gpt":0.49693852752794576,"score_spread":0.055383447744162595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125235733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5858002,0.0021744324,0.0000028423694,0.027249523,0.00020743869,0.00028750798,0.0000033831648,0.00006896123,0.38420573],"genre_scores_gemma":[0.99313164,0.0048828493,0.00037351192,0.0010004304,0.00034974614,0.000036448204,0.000013790882,0.0000072965263,0.00020428844],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990354,0.00029177105,0.00014988976,0.000103584876,0.00014996568,0.00026936753],"domain_scores_gemma":[0.99937356,0.00025823925,0.000098656776,0.00014698485,0.000036244783,0.00008630944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018397666,0.000057937716,0.00008433426,0.000053472348,0.00035091816,0.000052962107,0.00008684691,0.00006325265,0.00021570789],"category_scores_gemma":[0.0004594775,0.00006263035,0.000019853047,0.00013353514,0.00009090718,0.0010585921,0.000093321905,0.00013549102,0.00008289181],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013812944,0.00006501208,0.7428502,0.000030902393,0.0000029325738,0.0000019476477,0.1943274,7.2019475e-8,0.0001353533,0.013039293,0.00030394932,0.049229126],"study_design_scores_gemma":[0.00030925486,0.0000142321005,0.19281927,0.00015716071,0.000007696196,0.0000077525965,0.21786639,0.00016790244,0.0000143511315,0.00007304087,0.5883651,0.00019789438],"about_ca_topic_score_codex":0.0014702063,"about_ca_topic_score_gemma":0.0010642019,"teacher_disagreement_score":0.5880611,"about_ca_system_score_codex":0.000042012955,"about_ca_system_score_gemma":0.000012420581,"threshold_uncertainty_score":0.26990142},"labels":[],"label_agreement":null},{"id":"W2125952301","doi":"10.1002/wcc.143","title":"Behavioral dimensions of climate change: drivers, responses, barriers, and interventions","year":2011,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":407,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climate change; Psychological intervention; Behavior change; Perception; Intervention (counseling); Context (archaeology); Psychology; Adaptation (eye); Global warming; Ecological forecasting; Social psychology; Ecology; Geography","score_opus":0.6239029385335859,"score_gpt":0.503258125551154,"score_spread":0.1206448129824319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125952301","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83361256,0.093889385,0.00003375441,0.008166563,0.0031858897,0.008425501,0.0025791891,0.00066494354,0.0494422],"genre_scores_gemma":[0.32317036,0.67492515,0.00047526605,0.00022771826,0.0002208118,0.00068660616,0.00014626505,0.000036643316,0.00011115977],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968662,0.0010025139,0.00085293833,0.0004304405,0.00024444616,0.00060341397],"domain_scores_gemma":[0.99810976,0.00009229891,0.0005480674,0.0007259428,0.00014574682,0.00037815655],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019568354,0.0003001566,0.00062627764,0.00030861134,0.0011744719,0.000047042202,0.0005273402,0.00019533184,0.003404598],"category_scores_gemma":[0.00009390099,0.00025695274,0.00041814736,0.0004312067,0.00070551597,0.0007534631,0.0016200391,0.00026576355,0.0001885652],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039039383,0.00083264225,0.0666532,0.0014499949,0.000041754753,0.000024706373,0.62872416,1.2013675e-8,0.00036106154,0.009122657,0.002482641,0.28991678],"study_design_scores_gemma":[0.0030491268,0.0033501228,0.16334228,0.03424465,0.0015992727,0.000094530886,0.29112104,0.000096370706,0.000083598236,0.0034659344,0.49634945,0.0032036204],"about_ca_topic_score_codex":0.0003961344,"about_ca_topic_score_gemma":0.0043695853,"teacher_disagreement_score":0.5810358,"about_ca_system_score_codex":0.00012677207,"about_ca_system_score_gemma":0.000019462554,"threshold_uncertainty_score":0.99998826},"labels":[],"label_agreement":null},{"id":"W2126225874","doi":"10.1111/j.1475-682x.2008.00219.x","title":"Scientific Certainty Argumentation Methods (SCAMs): Science and the Politics of Doubt*","year":2008,"lang":"en","type":"article","venue":"Sociological Inquiry","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Certainty; Argumentation theory; Politics; Epistemology; Sociology; Scientific evidence; Law and economics; Law; Environmental ethics; Positive economics; Political science; Economics; Philosophy","score_opus":0.7387912801113541,"score_gpt":0.5704142898914499,"score_spread":0.16837699021990415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126225874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827545,0.0003875411,0.00048295344,0.004825653,0.00041191862,0.00022326075,0.0000028230102,0.00003707543,0.010874243],"genre_scores_gemma":[0.9953425,0.0015680238,0.0019612436,0.00035195297,0.00012997635,0.000014970088,0.0000063728157,0.000002143451,0.0006228141],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980939,0.0010002956,0.00018363302,0.00017127031,0.00033850005,0.0002124267],"domain_scores_gemma":[0.9984306,0.0008386255,0.000101634476,0.00021298154,0.00034126025,0.00007486829],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006239956,0.00005582533,0.00012586171,0.000054265238,0.00290704,0.00006221329,0.00036584394,0.000085710024,0.0002314567],"category_scores_gemma":[0.0018370309,0.000035041212,0.00004587941,0.00040717307,0.032024916,0.00012200707,0.00014346943,0.00012427189,0.000009476417],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032417844,0.0000776876,0.005875355,0.000008798171,0.0000070403526,3.3879886e-7,0.43181705,0.000002587501,0.005864223,0.5394857,0.0006870255,0.01614179],"study_design_scores_gemma":[0.0024276006,0.00016622005,0.27975553,0.00003310274,0.000053445136,0.000010838865,0.41682383,0.0009043466,0.0011432021,0.24613026,0.052068155,0.00048344216],"about_ca_topic_score_codex":0.000302994,"about_ca_topic_score_gemma":0.00003228219,"teacher_disagreement_score":0.29335544,"about_ca_system_score_codex":0.0001072744,"about_ca_system_score_gemma":0.00016210208,"threshold_uncertainty_score":0.99839103},"labels":[],"label_agreement":null},{"id":"W2126670593","doi":"10.1007/s10584-006-9068-8","title":"The Origins and Consequences of democratic citizens' Policy Agendas: A Study of Popular Concern about Global Warming","year":2006,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":544,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"Center for Advanced Study in the Behavioral Sciences, Stanford University; Electric Power Research Institute; Ohio State University; National Science Foundation","keywords":"Seriousness; Global warming; Certainty; Function (biology); Democracy; Psychology; Political science; Social psychology; Climate change; Politics; Law; Epistemology","score_opus":0.41459845713344057,"score_gpt":0.4701419130593249,"score_spread":0.05554345592588433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126670593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880128,0.0011403137,0.0000075342377,0.0022443247,0.000094487215,0.00065019436,0.000039707706,0.000026716858,0.0077839443],"genre_scores_gemma":[0.9970503,0.0024764708,0.000061211715,0.00008814731,0.00015929846,0.000051381347,0.000009056108,0.000005389541,0.00009875377],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99867487,0.00033879388,0.00037481988,0.00012010925,0.00027867442,0.0002127061],"domain_scores_gemma":[0.9990992,0.00019678829,0.00028236784,0.0002642984,0.00010737892,0.0000499809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006644435,0.00009315652,0.00021642046,0.000047180005,0.00053999247,0.000045693927,0.0002616643,0.00005115601,0.000059263828],"category_scores_gemma":[0.00019639234,0.00007238295,0.000041591895,0.00036154038,0.00078388554,0.00008801797,0.00007780423,0.000052758936,0.0000040503573],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054916167,0.0007612919,0.31104663,0.00043379227,0.00008298884,0.0000066200505,0.42426914,0.0000026802009,0.001338776,0.20220344,0.00051805837,0.05928166],"study_design_scores_gemma":[0.0025636246,0.0006093368,0.23552802,0.0005893603,0.00024408955,0.000013247498,0.6902241,0.0005700942,0.00007083971,0.056896254,0.012117151,0.00057384843],"about_ca_topic_score_codex":0.031158296,"about_ca_topic_score_gemma":0.045133065,"teacher_disagreement_score":0.26595497,"about_ca_system_score_codex":0.00014389485,"about_ca_system_score_gemma":0.00006911191,"threshold_uncertainty_score":0.9752933},"labels":[],"label_agreement":null},{"id":"W2127151382","doi":"10.14430/arctic125","title":"Northern Exposure: Promoting Science News to the Canadian Public","year":2009,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","score_opus":0.3804417980009466,"score_gpt":0.4201663513269356,"score_spread":0.03972455332598901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127151382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60009533,0.000035860376,0.0000033861545,0.345308,0.00013965472,0.00024121995,9.921492e-7,0.00003936765,0.054136198],"genre_scores_gemma":[0.99464464,0.000053231914,0.00006336875,0.0048549864,0.00012580518,0.0000073631136,0.000002239314,0.0000024623473,0.000245908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991738,0.0000924832,0.0000744201,0.00011068043,0.00024830035,0.00030031358],"domain_scores_gemma":[0.99921525,0.000030175186,0.000024697387,0.00028574548,0.00018170023,0.00026240924],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010492756,0.00003844655,0.000035323355,0.00008520305,0.0024924895,0.00032384464,0.00057011354,0.000022654423,0.00025180378],"category_scores_gemma":[0.0007506772,0.000030086036,0.000017669467,0.0007693905,0.00016530574,0.0001928052,0.00002591235,0.0000801236,0.00033792152],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016155008,0.000041638825,0.085191704,0.0000023222694,0.0000020966315,9.352109e-7,0.26357827,0.0000048814927,0.00059943896,0.027495822,0.00032933144,0.62275195],"study_design_scores_gemma":[0.00009329041,0.00007379762,0.40346032,0.000024212917,0.0000047627336,0.0000022132795,0.017309232,0.00010188933,0.0000128567735,0.0024052926,0.57632655,0.00018559211],"about_ca_topic_score_codex":0.42660594,"about_ca_topic_score_gemma":0.9970627,"teacher_disagreement_score":0.62256634,"about_ca_system_score_codex":0.00046770502,"about_ca_system_score_gemma":0.00060639135,"threshold_uncertainty_score":0.9988061},"labels":[],"label_agreement":null},{"id":"W2127448545","doi":"10.1177/0963662509102690","title":"The gap between scientists and journalists: the case of mercury science in Québec’s press","year":2009,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"Université du Québec à Montréal","keywords":"Bridging (networking); Media studies; Journalism; Science communication; Sociology; Political science; Public relations; Computer science; Law; Science education","score_opus":0.6052165534473128,"score_gpt":0.4691542361943893,"score_spread":0.13606231725292356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127448545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9153531,0.0006343969,0.00034609623,0.049745478,0.00021760675,0.00025863844,0.0000069733355,0.000017490542,0.033420216],"genre_scores_gemma":[0.9984014,0.0014193984,0.000053795306,0.000050975734,0.000022296928,0.0000015357956,2.0659255e-7,0.0000016098644,0.00004875291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9983317,0.00015325019,0.00026407183,0.0001905622,0.00069541245,0.000364976],"domain_scores_gemma":[0.99858,0.0004958221,0.00021777781,0.0003258635,0.00024477838,0.00013575406],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01152,0.000059136528,0.00009867932,0.0002786806,0.0044758245,0.00061580195,0.0013036769,0.000025017567,0.000017922252],"category_scores_gemma":[0.001402139,0.000037797807,0.000022860166,0.0024124852,0.019294465,0.0010346203,0.00016674222,0.00013176986,3.3035312e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000086846985,0.000060457547,0.013587222,0.000011146098,0.0000026463276,0.0000036966096,0.11473082,0.000003970139,0.0026014654,0.8336586,0.00019601951,0.03513526],"study_design_scores_gemma":[0.0009100214,0.00022158088,0.14061566,0.00029011516,0.00003301907,0.00014169935,0.7288572,0.0023336865,0.0007293672,0.10328968,0.022044083,0.000533888],"about_ca_topic_score_codex":0.011703378,"about_ca_topic_score_gemma":0.04534435,"teacher_disagreement_score":0.7303689,"about_ca_system_score_codex":0.00059105066,"about_ca_system_score_gemma":0.0009044728,"threshold_uncertainty_score":0.9968202},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":["sts","scholarly_communication"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"split"},{"id":"W2128824555","doi":"10.1186/s12961-015-0051-6","title":"Print media coverage of primary healthcare and related research evidence in South Africa","year":2015,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; McMaster University","funders":"","keywords":"Newspaper; Public health; Health care; Medicine; News media; Public relations; Nexus (standard); Lexis; Health administration; Health policy; Political science; Nursing; Sociology; Media studies","score_opus":0.947797848411016,"score_gpt":0.6583512324122242,"score_spread":0.28944661599879185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128824555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7904032,0.060229294,0.000003756758,0.091385484,0.0002379727,0.0029565135,0.000060052775,0.000056376695,0.054667335],"genre_scores_gemma":[0.9450226,0.05400169,0.000011020429,0.00007771264,0.00015261337,0.000074148615,0.0000072112152,0.000007900715,0.00064511894],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9871686,0.009924142,0.000480007,0.0002486098,0.0014146328,0.000763995],"domain_scores_gemma":[0.9952291,0.0027582503,0.00010547431,0.0003463289,0.00082104973,0.0007397471],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.041511666,0.00006778558,0.00027284713,0.0007103403,0.0006225,0.00010423057,0.0002623294,0.0001543428,0.000010595763],"category_scores_gemma":[0.008787528,0.000062856,0.000014924998,0.0014300501,0.0007692058,0.00017556104,0.00025570128,0.00069580955,0.000017521988],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009677886,0.000051831463,0.011385412,0.0011889654,0.0000029138153,0.0000035461276,0.91526836,0.0000019858608,0.000027520038,0.056868054,0.0010970349,0.014007591],"study_design_scores_gemma":[0.0020080798,0.0011321247,0.16331154,0.0059016547,0.0000019496574,0.00001675443,0.65429497,0.0007073358,0.0000025371576,0.017424138,0.15485032,0.00034857666],"about_ca_topic_score_codex":0.08006931,"about_ca_topic_score_gemma":0.011938138,"teacher_disagreement_score":0.2609734,"about_ca_system_score_codex":0.0010834767,"about_ca_system_score_gemma":0.0029994957,"threshold_uncertainty_score":0.99956185},"labels":[],"label_agreement":null},{"id":"W2129016742","doi":"10.1371/journal.pone.0004831","title":"Media Reporting of Health Interventions: Signs of Improvement, but Major Problems Persist","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences","funders":"Hunter Medical Research Institute","keywords":"Psychological intervention; Medicine; MEDLINE; Intensive care medicine; Biology; Nursing","score_opus":0.7081112976245255,"score_gpt":0.4639612092245075,"score_spread":0.244150088400018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129016742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97406715,0.00088288804,0.00009937504,0.0099449605,0.000038941227,0.0005283601,0.00002436811,0.000051325555,0.014362637],"genre_scores_gemma":[0.9965393,0.0019245903,0.0009367245,0.000102211525,0.000037526646,0.000010750671,0.000036364967,0.0000033671229,0.00040915824],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9985406,0.00012748071,0.00086515804,0.00008598751,0.00025968137,0.000121123434],"domain_scores_gemma":[0.9981601,0.00005309973,0.0013803706,0.00019555687,0.0001666145,0.00004423257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018123407,0.000041979383,0.0002233044,0.00006129919,0.00015898091,0.000010752558,0.00014969971,0.00003375973,0.00049211644],"category_scores_gemma":[0.0008649649,0.000043774224,0.00009172996,0.00015784735,0.000086108834,0.000076948454,0.000025343,0.000061012892,0.00000490837],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032084667,0.009949142,0.019445525,0.002247473,0.00019140368,4.79928e-7,0.2613545,0.0000019887764,0.5571685,0.0073687453,0.0004807118,0.14175944],"study_design_scores_gemma":[0.0050673364,0.008799641,0.22435291,0.027028983,0.00090571184,0.000002012245,0.64304894,0.00056103733,0.059730034,0.024959229,0.0037535261,0.0017906218],"about_ca_topic_score_codex":0.0018394958,"about_ca_topic_score_gemma":0.0030410113,"teacher_disagreement_score":0.49743846,"about_ca_system_score_codex":0.0000699274,"about_ca_system_score_gemma":0.000056400513,"threshold_uncertainty_score":0.53883296},"labels":[],"label_agreement":null},{"id":"W2131182060","doi":"10.1890/130011","title":"A more social science: barriers and incentives for scientists engaging in policy","year":2014,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Science policy; Competence (human resources); Incentive; Public relations; Speculation; Political science; Public engagement; Psychology; Social psychology; Business; Public administration; Economics","score_opus":0.12240853498933342,"score_gpt":0.43122067546646686,"score_spread":0.30881214047713346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131182060","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015255305,0.98957473,0.00017064449,0.0032549177,0.00070994714,0.0018600432,0.000024546462,0.000011001555,0.0028686128],"genre_scores_gemma":[0.0061332644,0.9929296,0.00020260247,0.00015982953,0.00009871194,0.00026235302,0.0000126117475,0.000007743767,0.00019330808],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825543,0.0007585432,0.00024018799,0.00028948227,0.00012827158,0.00032809415],"domain_scores_gemma":[0.9993882,0.0002510462,0.00014725921,0.00013860059,0.000005216973,0.00006966062],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003982448,0.00012919023,0.0005205846,0.00035482904,0.0013658627,0.000055905883,0.00035666197,0.00018381285,0.000022901586],"category_scores_gemma":[0.00032066758,0.00010201395,0.00006430157,0.00024644053,0.0059119165,0.000083565894,0.00021941055,0.000246386,0.0000016356632],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016363876,0.000023841681,0.003959709,0.0003596764,0.000014136647,3.5371005e-7,0.04840341,6.8823147e-7,9.2227964e-8,0.012991305,0.00017358412,0.9340568],"study_design_scores_gemma":[0.0006877769,0.000009809692,0.003437386,0.00017555949,0.000040312094,5.7330516e-7,0.011274538,0.00007369718,1.7955193e-8,0.0024728812,0.9816964,0.00013105094],"about_ca_topic_score_codex":0.000080715654,"about_ca_topic_score_gemma":0.00022721387,"teacher_disagreement_score":0.9815228,"about_ca_system_score_codex":0.00056419877,"about_ca_system_score_gemma":0.000177562,"threshold_uncertainty_score":0.9999342},"labels":[],"label_agreement":null},{"id":"W2132212562","doi":"10.1007/s10584-015-1475-2","title":"The language of denial: text analysis reveals differences in language use between climate change proponents and skeptics","year":2015,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Skepticism; Climate change; Denial; Scientific consensus; Climate science; Political science; Politics; Scientific evidence; Psychology; Positive economics; Linguistics; Global warming; Epistemology; Law; Economics; Philosophy","score_opus":0.6216971317575897,"score_gpt":0.46738132156323586,"score_spread":0.1543158101943538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132212562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99447113,0.0012904843,0.000005230718,0.001915179,0.000086243526,0.0006863217,0.00009716881,0.00004138236,0.0014068787],"genre_scores_gemma":[0.991314,0.0077040126,0.00014693777,0.00012741298,0.00020220951,0.00013122345,0.00009086691,0.000012760073,0.00027056134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808085,0.00057942973,0.00039797093,0.00018737365,0.00039122193,0.0003631577],"domain_scores_gemma":[0.9984296,0.0006217868,0.00026765486,0.0004343141,0.00009249444,0.00015412479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018118271,0.000137043,0.00037968194,0.00022818333,0.00025802525,0.00013415313,0.00035774906,0.000113165086,0.00008663721],"category_scores_gemma":[0.0005283666,0.00010306367,0.0000766605,0.0008165011,0.00033836372,0.00032011166,0.00020117029,0.00012896795,0.000037473947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000137469,0.000053016414,0.65495783,0.00006434415,0.000036560534,0.0000019912588,0.3234827,3.48473e-8,0.000039597566,0.0005370595,0.000054940545,0.020758204],"study_design_scores_gemma":[0.00047847367,0.000060896004,0.87218666,0.00017035496,0.00024396132,4.6939576e-7,0.12508544,0.000354763,0.0000053382046,0.0002756367,0.0009170221,0.00022095643],"about_ca_topic_score_codex":0.003746981,"about_ca_topic_score_gemma":0.04035494,"teacher_disagreement_score":0.21722887,"about_ca_system_score_codex":0.00009615033,"about_ca_system_score_gemma":0.000016112343,"threshold_uncertainty_score":0.9771561},"labels":[],"label_agreement":null},{"id":"W2132685728","doi":"10.1123/cssm.2.1.10","title":"The Responsibilities of Olympic Sponsors? BP and the London 2012 Olympic Games","year":2013,"lang":"en","type":"article","venue":"Case Studies in Sport Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"General partnership; Action plan; Action (physics); Oil spill; Public relations; Political science; Plan (archaeology); Public administration; Management; Environmental protection; Geography; Law; Economics","score_opus":0.21142111911048495,"score_gpt":0.4227652092277557,"score_spread":0.21134409011727073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132685728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470103,0.013143874,0.0000015234896,0.0062315403,0.00024973843,0.0008631541,0.0000018891386,0.000021575064,0.03247644],"genre_scores_gemma":[0.8836892,0.10378386,0.00003559223,0.0002126858,0.00004101959,0.0002158819,0.0000013786107,0.0000048616557,0.012015476],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998907,0.0002797164,0.00028567904,0.00013784731,0.00019337468,0.00019636926],"domain_scores_gemma":[0.9987061,0.00062732404,0.00010999974,0.00044109803,0.00008887505,0.000026620544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002492824,0.00008932563,0.00017656221,0.000069448884,0.00071384077,0.00004542168,0.00021869427,0.000027952776,0.000201657],"category_scores_gemma":[0.00014637204,0.000052400857,0.000045326302,0.00020874648,0.002052291,0.0001319112,0.00032803064,0.000069032656,0.000020794478],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056079956,0.00015466982,0.02697854,0.00032851953,0.000308823,0.00020867745,0.41396978,0.000009925828,0.0000046939676,0.3511259,0.022056224,0.18429343],"study_design_scores_gemma":[0.0008449542,0.000021623515,0.037953295,0.00007794766,0.000047822876,0.000017211492,0.72984624,0.000030935822,0.0000018464738,0.0054087588,0.2256232,0.00012617047],"about_ca_topic_score_codex":0.0014531745,"about_ca_topic_score_gemma":0.0069009545,"teacher_disagreement_score":0.34571716,"about_ca_system_score_codex":0.00008449768,"about_ca_system_score_gemma":0.000010684676,"threshold_uncertainty_score":0.75617516},"labels":[],"label_agreement":null},{"id":"W2133203885","doi":"10.1111/j.1540-6237.2012.00840.x","title":"In the Wake of the Spill: Environmental Views Along the <scp>G</scp>ulf <scp>C</scp>oast","year":2012,"lang":"en","type":"article","venue":"Social Science Quarterly","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil spill; Socioeconomic status; Quarter (Canadian coin); Resource (disambiguation); Climate change; Geography; Environmental change; Environmental science; Oceanography; Environmental protection; Demography; Sociology","score_opus":0.17572372214626517,"score_gpt":0.3859617744107225,"score_spread":0.21023805226445733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133203885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9137753,0.0002603014,0.000011102161,0.0042076902,0.0006702285,0.0005520335,0.000017438631,0.000019677513,0.08048621],"genre_scores_gemma":[0.9971868,0.00020461188,0.000013405028,0.0013022923,0.0005781218,0.000048679438,0.000003844789,0.000008145343,0.0006541359],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99674124,0.0009668638,0.00032124785,0.00020974573,0.0010846575,0.00067627674],"domain_scores_gemma":[0.9983781,0.00073966244,0.00026125825,0.00049002777,0.000034387795,0.000096579155],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0051208315,0.0001408026,0.00015647424,0.00006105566,0.0028098957,0.00018974343,0.002101449,0.00010597485,0.00012903301],"category_scores_gemma":[0.00032621078,0.00007992411,0.00015528384,0.0010409945,0.0032590956,0.0006365723,0.000088270586,0.0003128451,0.00014454417],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.177274e-7,0.00013078169,0.0224038,0.0000035227893,0.0000028191457,1.5471097e-7,0.94010574,2.1847119e-7,0.0037148194,0.017264523,0.002674086,0.013699126],"study_design_scores_gemma":[0.0001124443,0.00003974172,0.2901398,0.000008705692,0.0000105995005,0.0000014575531,0.5336335,0.000008249813,0.000044665165,0.0013087542,0.17466211,0.000029990768],"about_ca_topic_score_codex":0.0015731537,"about_ca_topic_score_gemma":0.006384947,"teacher_disagreement_score":0.40647227,"about_ca_system_score_codex":0.00020914397,"about_ca_system_score_gemma":0.00010444071,"threshold_uncertainty_score":0.9994535},"labels":[],"label_agreement":null},{"id":"W2133789319","doi":"10.1177/0963662512472160","title":"From ‘trust us’ to participatory governance: Deliberative publics and science policy","year":2014,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Genome British Columbia; Genome Canada","keywords":"Publics; Deliberation; Corporate governance; Public relations; Citizen journalism; Variety (cybernetics); Public engagement; Political science; Public awareness of science; Public participation; Sociology; Science communication; Business; Science education; Politics; Law","score_opus":0.5857273778470713,"score_gpt":0.4660049300630402,"score_spread":0.11972244778403107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133789319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8356393,0.000034121982,0.005827149,0.035820846,0.00032069982,0.00020847398,0.000018756573,0.00007155728,0.12205908],"genre_scores_gemma":[0.99765724,0.00030072915,0.00093926385,0.00083666266,0.00014876318,0.00000849699,0.0000014204566,0.0000052847795,0.000102151134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9977015,0.0001118973,0.0002093075,0.0003783395,0.001056051,0.0005429047],"domain_scores_gemma":[0.9983784,0.0002125734,0.00014798141,0.00037519145,0.00036356674,0.0005222803],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0043587014,0.00009173347,0.00013536759,0.00040545195,0.0026139035,0.0007736894,0.0010273925,0.000044047778,0.00015397515],"category_scores_gemma":[0.0038389224,0.00009087645,0.000021319796,0.0033500108,0.009885617,0.0018444036,0.0003734712,0.000098300225,0.000012006038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040206883,0.000030572475,0.010448895,0.000003590718,0.0000017582571,5.1220614e-8,0.07509003,0.0000035137105,0.0041391184,0.9021628,0.00018099428,0.007934679],"study_design_scores_gemma":[0.0012311764,0.0003289133,0.26864254,0.00023460732,0.000026235497,0.0000022030763,0.3525566,0.0111367535,0.0019792302,0.186973,0.17564376,0.0012450034],"about_ca_topic_score_codex":0.003711909,"about_ca_topic_score_gemma":0.0026055216,"teacher_disagreement_score":0.71518975,"about_ca_system_score_codex":0.001185898,"about_ca_system_score_gemma":0.0012360736,"threshold_uncertainty_score":0.9986846},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2134394371","doi":"10.1038/nclimate2597","title":"Influence of social ties to environmentalists on public climate change perceptions","year":2015,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Interpersonal ties; Context (archaeology); Perception; Social environment; Public relations; Political science; Social psychology; Geography; Psychology; Ecology","score_opus":0.44492772949151926,"score_gpt":0.4556645016226418,"score_spread":0.010736772131122563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134394371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423372,0.00025701843,5.0390645e-7,0.026443686,0.0003466608,0.0008212295,0.00051503663,0.00016166421,0.029117001],"genre_scores_gemma":[0.9868301,0.0063839373,0.0000680623,0.004949716,0.0010760584,0.00034499986,0.00023203497,0.000032818618,0.00008227593],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99763215,0.000353581,0.00030479097,0.0003371022,0.00072281616,0.0006495724],"domain_scores_gemma":[0.9987282,0.000080132864,0.00019505851,0.000423709,0.00021320775,0.00035967908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010787605,0.00022425709,0.00028446765,0.00029434418,0.00077742216,0.0000942529,0.00058650394,0.0004985279,0.00070937886],"category_scores_gemma":[0.00020718436,0.00022919697,0.000113051385,0.000537133,0.00034980726,0.00060876727,0.0003151473,0.00045980138,0.00074626144],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002281407,0.00091195066,0.055316437,0.0002089574,0.000029141396,0.000006346824,0.77573675,0.000006750321,0.002216054,0.13235766,0.0062877703,0.026694052],"study_design_scores_gemma":[0.00096676865,0.00033006573,0.5894961,0.00023569206,0.000048055248,0.0000030205565,0.091485776,0.0000188647,0.000070578,0.0004267774,0.31611547,0.0008028309],"about_ca_topic_score_codex":0.00031760393,"about_ca_topic_score_gemma":0.0027353493,"teacher_disagreement_score":0.68425095,"about_ca_system_score_codex":0.000449435,"about_ca_system_score_gemma":0.000026680935,"threshold_uncertainty_score":0.959193},"labels":[],"label_agreement":null},{"id":"W2136645959","doi":"10.1177/0268580914558285","title":"Public environmental skepticism: A cross-national and multilevel analysis","year":2014,"lang":"en","type":"article","venue":"International Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Skepticism; Religiosity; Ideology; Multilevel model; Social psychology; Politics; Sociology; Environmental ethics; Environmental degradation; Psychology; Positive economics; Social science; Socioeconomics; Political science; Epistemology; Law; Economics; Ecology","score_opus":0.5116355199176934,"score_gpt":0.4922885097719334,"score_spread":0.019347010145760013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136645959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8866791,0.000051498715,0.0024471416,0.014912764,0.00030338496,0.000076443386,0.000078069585,0.0000514994,0.09540009],"genre_scores_gemma":[0.9961036,0.0003765198,0.00031275704,0.0011652367,0.00026223305,0.000017607594,0.00028499903,0.000003964208,0.0014731067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991066,0.00022129666,0.0001446064,0.00015528958,0.00024031354,0.00013188586],"domain_scores_gemma":[0.9994097,0.00030203632,0.00007483027,0.00007789658,0.00007056551,0.000065020475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006793076,0.000057497964,0.00009140327,0.00013174514,0.0003428007,0.00006471927,0.00023228646,0.0001114804,0.0051271045],"category_scores_gemma":[0.00037167728,0.000060876766,0.00006698775,0.00004745118,0.00071669824,0.00014417733,0.000079003825,0.000089043315,0.00019176202],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013665816,0.00014334619,0.5080692,0.0000015803677,0.0003206256,3.110228e-7,0.024629628,0.00003688484,0.0004376219,0.43775252,0.0009082877,0.027686328],"study_design_scores_gemma":[0.00027237958,0.000011312003,0.74827504,9.168506e-7,0.000020913825,8.4454115e-7,0.000943597,0.0059891734,0.0000015067358,0.0151630035,0.22922273,0.00009858073],"about_ca_topic_score_codex":0.00021460201,"about_ca_topic_score_gemma":0.0004218604,"teacher_disagreement_score":0.4225895,"about_ca_system_score_codex":0.00016802059,"about_ca_system_score_gemma":0.000018198953,"threshold_uncertainty_score":0.9957823},"labels":[],"label_agreement":null},{"id":"W2137446319","doi":"10.1177/030631201031004001","title":"On Telling Regulatory Tales","year":2001,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Narrative; Argument (complex analysis); Epistemology; Meaning (existential); Politics; Sociology; Consciousness; Field (mathematics); Character (mathematics); Corporation; Political science; Law; Philosophy; Linguistics","score_opus":0.6856490581799997,"score_gpt":0.543114651137579,"score_spread":0.1425344070424207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137446319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8648027,0.00039023068,0.000004949897,0.0025586898,0.00023559925,0.000070227536,0.0000011694285,0.000034241784,0.13190217],"genre_scores_gemma":[0.99054545,0.008629951,0.000054412325,0.00016548752,0.00014105141,0.000004146912,3.7420028e-7,0.0000023124203,0.00045680333],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990465,0.000057088182,0.00011522493,0.000121867706,0.0004706313,0.00018869978],"domain_scores_gemma":[0.9994031,0.00013908366,0.000079246965,0.00010785972,0.00023350997,0.000037185986],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0012405273,0.000045848865,0.00009698988,0.0000691376,0.0030486241,0.000022783817,0.00034905758,0.00002905076,0.00008884774],"category_scores_gemma":[0.00047689516,0.000043382286,0.000037240763,0.0006430661,0.0067224,0.00015520159,0.00008366444,0.00005254432,0.000026119786],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024374105,0.00009540959,0.0027632085,0.000014927377,0.000014956599,8.025836e-7,0.45394823,0.000014079118,0.0034046937,0.4259171,0.0017745078,0.11202772],"study_design_scores_gemma":[0.00031202627,0.00011756693,0.049806233,0.000117828735,0.000017094611,4.5594416e-7,0.7955943,0.000040741703,0.0003914154,0.043024804,0.110215455,0.0003620726],"about_ca_topic_score_codex":0.00022103527,"about_ca_topic_score_gemma":0.00090529426,"teacher_disagreement_score":0.38289228,"about_ca_system_score_codex":0.00021327763,"about_ca_system_score_gemma":0.00008286922,"threshold_uncertainty_score":0.9982493},"labels":[],"label_agreement":null},{"id":"W2139025408","doi":"10.1177/0162243909357917","title":"Ethical Reflection Must Always be Measured","year":2010,"lang":"en","type":"article","venue":"Science Technology & Human Values","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reflexivity; Normative; Technocracy; Humility; Corporate governance; Government (linguistics); Ambivalence; Political science; Sociology; Environmental ethics; Social science; Law; Politics; Economics; Management; Psychology; Social psychology","score_opus":0.4911789747718554,"score_gpt":0.5270640225064737,"score_spread":0.03588504773461826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139025408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84623957,0.000022126414,0.00003803995,0.042523343,0.0006493013,0.00018437183,0.0000016210655,0.0008979558,0.10944364],"genre_scores_gemma":[0.9974173,0.00013757189,0.00090876216,0.00061139936,0.0001482042,0.000028052411,0.0000037482152,0.0000075591834,0.00073743024],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831265,0.00012734688,0.00018340709,0.00035928967,0.0005969588,0.00042035797],"domain_scores_gemma":[0.99872434,0.00005377857,0.00009288579,0.0006539045,0.00036568494,0.00010942461],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0039578737,0.00009748237,0.00011898002,0.00074615574,0.005443028,0.00014382103,0.0012604938,0.00059922977,0.0009824749],"category_scores_gemma":[0.0013580248,0.000097173084,0.000043550164,0.0020699983,0.011380246,0.00028796747,0.00019131548,0.001179224,0.0001238895],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023055666,0.00004889925,0.0018806111,0.0000020133173,0.0000019907286,5.2482324e-7,0.013779072,3.7713076e-7,0.5668619,0.4027298,0.00076471566,0.013927742],"study_design_scores_gemma":[0.0006066361,0.0002789615,0.023719933,0.000051173887,0.000038921666,0.00002030305,0.06618999,0.0002662088,0.027443167,0.36988878,0.51065546,0.000840454],"about_ca_topic_score_codex":0.00040697094,"about_ca_topic_score_gemma":0.01275763,"teacher_disagreement_score":0.53941876,"about_ca_system_score_codex":0.00014241153,"about_ca_system_score_gemma":0.00019780279,"threshold_uncertainty_score":0.99993074},"labels":[],"label_agreement":null},{"id":"W2140578171","doi":"10.29173/cjs25641","title":"Greenhouse Gas Emissions, Pine Beetles And Humans: The Ecologically Mediated Development Of British Columbia’s Carbon Tax","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Humanism; Politics; Greenhouse gas; Anthropocentrism; Sociology; Non-human; Mediation; Perspective (graphical); Actor–network theory; Environmental ethics; Economics; Ecology; Political science; Social science; Law; Biology","score_opus":0.27613782099909984,"score_gpt":0.361043366391509,"score_spread":0.08490554539240919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140578171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845375,0.0013396598,9.89681e-7,0.011134419,0.00013244418,0.00009279088,0.000012102478,0.00000399132,0.0027460982],"genre_scores_gemma":[0.99709475,0.0017487537,0.00009183064,0.00053774705,0.000103640814,0.0000030860979,0.0000048737497,0.0000041878548,0.00041111113],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988063,0.0005820484,0.00026985724,0.00005031733,0.000121217665,0.00017027889],"domain_scores_gemma":[0.99892175,0.00024294233,0.0002341101,0.000094160205,0.0002448415,0.00026218576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021617976,0.000038507216,0.00014252932,0.000028603155,0.0006193636,0.000042461994,0.00037587655,0.00011868082,0.000270605],"category_scores_gemma":[0.0006383159,0.000032807344,0.000027635877,0.00006673326,0.0012912633,0.00003004998,0.000027484815,0.00021501859,0.0000019791244],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034866927,0.00008806945,0.16788577,0.000017785793,0.00016021053,0.000042314783,0.70769453,0.000007955293,0.00050150166,0.0014286402,0.074830666,0.047307707],"study_design_scores_gemma":[0.00088895217,0.0002783614,0.5188294,0.00009202799,0.000051516367,0.000069632355,0.14817223,0.000014097537,0.0000019856143,0.015452126,0.31594884,0.00020083757],"about_ca_topic_score_codex":0.25705692,"about_ca_topic_score_gemma":0.9899649,"teacher_disagreement_score":0.732908,"about_ca_system_score_codex":0.00020015135,"about_ca_system_score_gemma":0.0015971502,"threshold_uncertainty_score":0.7478904},"labels":[],"label_agreement":null},{"id":"W2141484504","doi":"10.29173/cjs25640","title":"Mapping the Field of Environmental Justice: Redistribution, Recognition and Representation in ENGO Press Advocacy","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Injustice; Environmental justice; Sociology; Politics; Environmental ethics; Field (mathematics); Representation (politics); Redistribution (election); Economic Justice; Power (physics); Law; Political science","score_opus":0.47574460454278916,"score_gpt":0.42838349001117654,"score_spread":0.047361114531612625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141484504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96828383,0.00085019955,0.00003932279,0.027633287,0.00019451618,0.00009426854,0.000015455642,0.0000012565741,0.0028878667],"genre_scores_gemma":[0.9983586,0.0010958425,0.00001469208,0.00036308987,0.0001337137,0.0000018198851,0.000010862571,0.0000014038854,0.00001995274],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99915326,0.0004998409,0.00016189006,0.000031958545,0.00006789945,0.00008513423],"domain_scores_gemma":[0.99929976,0.000347493,0.000153255,0.00006744459,0.000055935874,0.00007613227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012747693,0.000025918216,0.00006206258,0.00003871842,0.0002464173,0.000011627736,0.0001379078,0.000064146356,0.00008540498],"category_scores_gemma":[0.0006792238,0.00001857943,0.000017955126,0.000047003552,0.00048142218,0.00006669684,0.00001057085,0.0001576725,0.0000019724473],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049481918,0.00002126505,0.023759767,0.000010185931,0.00002208868,0.000004028537,0.9281629,0.000019930801,0.00033606336,0.0025877915,0.008642912,0.036383636],"study_design_scores_gemma":[0.00083904364,0.0001477203,0.20085427,0.000061445346,0.000055464476,0.000033550357,0.70717746,0.00007148875,0.00006323197,0.048593514,0.041989524,0.000113268776],"about_ca_topic_score_codex":0.020024404,"about_ca_topic_score_gemma":0.07159389,"teacher_disagreement_score":0.22098537,"about_ca_system_score_codex":0.00014510727,"about_ca_system_score_gemma":0.00021916592,"threshold_uncertainty_score":0.98650134},"labels":[],"label_agreement":null},{"id":"W2144168991","doi":"10.1016/j.socscimed.2005.11.021","title":"Cancer in the mass print media: Fear, uncertainty and the medical model","year":2006,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":254,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Framing (construction); Mass media; Battle; Cancer; Breast cancer; Content analysis; Politics; Medicine; Context (archaeology); Psychology; Social psychology; Sociology; History; Political science; Social science; Law","score_opus":0.2136050137843933,"score_gpt":0.4587237922727556,"score_spread":0.2451187784883623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144168991","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35401487,0.0007198052,0.00015069431,0.5005776,0.00038618356,0.0004708225,0.0000050226663,0.00003999268,0.14363497],"genre_scores_gemma":[0.9931053,0.0030855136,0.0000065662907,0.002781904,0.00082652125,0.000051347997,0.000002904617,0.0000029000885,0.00013702016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974993,0.00038535017,0.00019857076,0.00017249699,0.0014344029,0.00030988152],"domain_scores_gemma":[0.9991565,0.00043363124,0.000071716175,0.00015649221,0.00010070905,0.000080962505],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008425306,0.0000730457,0.00014247953,0.000056861565,0.0014888287,0.000058418704,0.0008445669,0.000079874524,0.0005126196],"category_scores_gemma":[0.00092618336,0.000036757938,0.000025366378,0.00084769144,0.0088752555,0.00011654637,0.00006393148,0.00026801144,0.000003072891],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003110896,0.000037911705,0.0045080343,0.0000052439664,0.0000018241861,0.0000021013793,0.5484011,0.000052140425,0.0001935409,0.39727545,0.0019842365,0.047507286],"study_design_scores_gemma":[0.006525891,0.000044429795,0.13839749,0.00025493116,0.00007299054,0.0000054551915,0.42637554,0.05152428,0.000006194398,0.3013259,0.07490215,0.0005647874],"about_ca_topic_score_codex":0.02980467,"about_ca_topic_score_gemma":0.07922776,"teacher_disagreement_score":0.6390904,"about_ca_system_score_codex":0.00018359617,"about_ca_system_score_gemma":0.00035154057,"threshold_uncertainty_score":0.9998111},"labels":[],"label_agreement":null},{"id":"W2144804527","doi":"10.1111/1467-9655.12162","title":"Accountability and the academy: producing knowledge about the human dimensions of climate change","year":2015,"lang":"en","type":"article","venue":"Journal of the Royal Anthropological Institute","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Accountability; Scholarship; Discipline; Diversity (politics); Political science; Climate change; Neoliberalism (international relations); Environmental ethics; Sociology; Engineering ethics; Social science; Law; Ecology; Engineering","score_opus":0.5759317043486872,"score_gpt":0.5069440656410596,"score_spread":0.06898763870762759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144804527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91960603,0.0031974602,0.0000070869,0.06572984,0.0010207171,0.00040661902,0.0000066850616,0.000013286659,0.010012286],"genre_scores_gemma":[0.99016345,0.008762379,0.000038198104,0.0004443652,0.00048097098,0.000007449686,4.3138402e-7,0.0000031715206,0.00009957782],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981504,0.0009243444,0.0003766949,0.00009386892,0.00027986063,0.00017482237],"domain_scores_gemma":[0.99880254,0.00024214643,0.0004099568,0.0002403334,0.00022246917,0.0000825656],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004357437,0.000085274114,0.00023126046,0.000023002904,0.0015803615,0.000051488474,0.0006823361,0.0000994296,0.00011051307],"category_scores_gemma":[0.0007579701,0.000029488665,0.00012974381,0.00018047995,0.0059417044,0.00018036437,0.00040552326,0.00045236375,0.0000054743455],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079291663,0.0014097015,0.057229668,0.00013284442,0.00016916424,0.0000034065833,0.5347696,0.0002732479,0.00032782136,0.33157104,0.010618625,0.062702],"study_design_scores_gemma":[0.0036003937,0.00036845007,0.2615593,0.000631289,0.00038475817,0.000042074123,0.1065189,0.0008600202,0.00010874748,0.023218647,0.6022798,0.0004276564],"about_ca_topic_score_codex":0.0015339236,"about_ca_topic_score_gemma":0.002772831,"teacher_disagreement_score":0.59166116,"about_ca_system_score_codex":0.00008174426,"about_ca_system_score_gemma":0.00005919211,"threshold_uncertainty_score":0.99971944},"labels":[],"label_agreement":null},{"id":"W2145485697","doi":"10.5779/hypothesis.v8i1.191","title":"Engaging the Clutch of the Science Communication Continuum: Shifting Science Outreach into High Gear","year":2009,"lang":"en","type":"article","venue":"Hypothesis","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Outreach; Clutch; Physics; Computer science; Engineering physics; Engineering; Mechanical engineering; Political science","score_opus":0.3219957297010697,"score_gpt":0.40953919742891826,"score_spread":0.08754346772784855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145485697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9293838,0.00015945497,0.00001665929,0.026025096,0.00010372738,0.00022658723,0.0000013645574,0.0000446976,0.04403857],"genre_scores_gemma":[0.99739355,0.0006245629,0.0011481256,0.0005984615,0.0000474957,0.000006576431,5.1339407e-7,0.0000043566324,0.00017637531],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982331,0.000447706,0.00021021113,0.00017447895,0.0006654624,0.00026906043],"domain_scores_gemma":[0.99786437,0.0005775031,0.00019637645,0.0010236297,0.00028166166,0.000056461653],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0058166236,0.000073845215,0.0001010532,0.000101886144,0.0046255295,0.00021418485,0.0025199393,0.000037444373,0.000096070464],"category_scores_gemma":[0.0019094896,0.00004802625,0.0000532736,0.0015416604,0.0035055603,0.00039255444,0.0002478653,0.00018918034,0.000019299197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011946403,0.00015132726,0.010666355,0.000009320235,0.000005323126,9.954876e-8,0.39470673,0.0000127555595,0.1100986,0.06987889,0.00033758933,0.41412106],"study_design_scores_gemma":[0.00036174158,0.00003722757,0.81783956,0.00021031976,0.000046261604,0.0000016858156,0.11076453,0.0004987167,0.023364117,0.028780328,0.017737808,0.00035768625],"about_ca_topic_score_codex":0.0022298433,"about_ca_topic_score_gemma":0.0018539651,"teacher_disagreement_score":0.8071732,"about_ca_system_score_codex":0.00019474728,"about_ca_system_score_gemma":0.00023156442,"threshold_uncertainty_score":0.9992063},"labels":[],"label_agreement":null},{"id":"W2146122845","doi":"10.1177/0963662513481294","title":"A surfeit of science: The “CSI effect” and the media appropriation of the public understanding of science","year":2013,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia","keywords":"Appropriation; Hegemony; Contradiction; Sociology; Science communication; Social media; Reality tv; Public opinion; Mass media; Public awareness of science; Media studies; Political science; Social science; Epistemology; Public relations; Science education; Law; Politics","score_opus":0.3991288809330105,"score_gpt":0.38424801767111966,"score_spread":0.014880863261890864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146122845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93898946,0.00015950634,0.0023963256,0.026448516,0.00073578855,0.0011273993,0.0000075778103,0.00002609673,0.030109325],"genre_scores_gemma":[0.999352,0.00042581864,0.00010028585,0.000053328935,0.000024547953,0.000014873877,5.937728e-7,0.000005271602,0.00002327746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9954892,0.0004290661,0.0004987186,0.00033933917,0.0027005938,0.00054309884],"domain_scores_gemma":[0.9956646,0.0016583373,0.0008153766,0.00077583635,0.0009231204,0.00016272556],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0239903,0.00012484784,0.00026468246,0.00065010315,0.0045725717,0.0005238461,0.0032453972,0.000060261595,0.00010094099],"category_scores_gemma":[0.006951823,0.0000663333,0.00008327085,0.008414348,0.12550484,0.0022340443,0.0007278569,0.0001902111,0.0000011115603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001009727,0.00003758649,0.0074819303,0.000038160022,0.0000052676355,1.1031e-8,0.087643035,0.000003528871,0.022739708,0.8808422,0.000030244844,0.0011682232],"study_design_scores_gemma":[0.0016731649,0.00015269626,0.04874065,0.0002893162,0.00005467795,0.000004634427,0.79334784,0.009016342,0.0061800857,0.13994035,0.00026778274,0.00033246566],"about_ca_topic_score_codex":0.0012394805,"about_ca_topic_score_gemma":0.0008784833,"teacher_disagreement_score":0.7409019,"about_ca_system_score_codex":0.00083842315,"about_ca_system_score_gemma":0.0016260381,"threshold_uncertainty_score":0.99672335},"labels":[],"label_agreement":null},{"id":"W2147386076","doi":"10.1177/1049732310367502","title":"Breast Cancer Messaging for Younger Women: Gender, Femininity, and Risk","year":2010,"lang":"en","type":"article","venue":"Qualitative Health Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Breast Cancer Research Alliance; Breast Cancer Society of Canada; Breast Cancer Alliance; Breast Cancer Research Foundation","keywords":"Femininity; Breast cancer; Focus group; Medicine; Young adult; Cancer; Psychology; Gynecology; Family medicine; Gerontology; Internal medicine; Sociology","score_opus":0.8937619178293278,"score_gpt":0.719305533203889,"score_spread":0.17445638462543878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147386076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9121033,0.0007281028,0.000098415585,0.067691505,0.00024505632,0.0010404106,0.00052293245,0.00005960943,0.017510688],"genre_scores_gemma":[0.9610349,0.034446385,0.0008467152,0.0006728095,0.00032790148,0.0007784337,0.000023882043,0.000018307592,0.0018506723],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946125,0.003781168,0.00020283973,0.0002282863,0.0005117698,0.00066339766],"domain_scores_gemma":[0.9950762,0.0036469267,0.000097970005,0.00021076124,0.00060033647,0.00036785455],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.025005054,0.00006974295,0.00014757233,0.00014678412,0.002476225,0.00010946219,0.00021912003,0.000085193285,0.0010853555],"category_scores_gemma":[0.0011072604,0.00006704147,0.000023592343,0.00034419613,0.00075805077,0.00019226133,0.0000898527,0.0006448402,0.000023900184],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005485075,0.000047053978,0.0030699426,0.00009882898,0.000009916789,5.925157e-8,0.88791424,4.1920345e-8,0.00006701363,0.031974897,0.0045567653,0.07220639],"study_design_scores_gemma":[0.00038387364,0.00006500452,0.025866687,0.000025851486,0.0000017686177,6.8938283e-7,0.7769002,0.00004403691,0.0000018176736,0.015178029,0.18142408,0.00010800344],"about_ca_topic_score_codex":0.017790854,"about_ca_topic_score_gemma":0.025247445,"teacher_disagreement_score":0.1768673,"about_ca_system_score_codex":0.00032519439,"about_ca_system_score_gemma":0.0005802478,"threshold_uncertainty_score":0.9998278},"labels":[],"label_agreement":null},{"id":"W2148302307","doi":"10.1016/j.jenvp.2009.11.010","title":"Collective guilt mediates the effect of beliefs about global warming on willingness to engage in mitigation behavior","year":2009,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":324,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Global warming; Greenhouse gas; Collective responsibility; Psychology; Social psychology; Ingroups and outgroups; Collective behavior; Anxiety; Collective efficacy; Climate change; Political science; Sociology; Ecology","score_opus":0.11850358405481287,"score_gpt":0.45337180213015227,"score_spread":0.3348682180753394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148302307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909879,0.00014888142,0.000011938032,0.0039941384,0.00024725514,0.00023960056,0.000010222572,0.0000027769552,0.00435727],"genre_scores_gemma":[0.9983865,0.0007279289,0.000089087574,0.00066073524,0.00009639525,0.0000066383095,0.0000027949736,0.0000030726494,0.000026834447],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865216,0.0006320911,0.0002858464,0.00008356214,0.00022142236,0.0001249284],"domain_scores_gemma":[0.9993251,0.00022273007,0.00021961264,0.000165726,0.000009553017,0.00005729493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011053265,0.00006982234,0.00015415174,0.00005994647,0.00015523184,0.000009405537,0.00034658183,0.00008086327,0.00020050081],"category_scores_gemma":[0.00016745552,0.0000524139,0.00006382287,0.00016308851,0.00015228019,0.000071205235,0.000022789434,0.00019199676,0.000013304521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011034556,0.0012339179,0.565922,0.0000070979327,0.000031611253,0.000022528884,0.1032236,0.00020188256,0.0723909,0.00026962935,0.0011930845,0.25440025],"study_design_scores_gemma":[0.00066128105,0.0011855023,0.9941013,0.00003735482,0.000015087649,0.00000767208,0.0020917058,0.000002571497,0.0003749759,0.00041270585,0.0010557701,0.000054093405],"about_ca_topic_score_codex":0.000028449484,"about_ca_topic_score_gemma":0.000170597,"teacher_disagreement_score":0.42817923,"about_ca_system_score_codex":0.00038701002,"about_ca_system_score_gemma":0.0000152649,"threshold_uncertainty_score":0.21953432},"labels":[],"label_agreement":null},{"id":"W2150302374","doi":"10.29173/cjs25639","title":"The Media Construction of Climate Change Quiescence: Veiling the Visibility of a Super Emitter","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Legitimation; Climate change; Reflexivity; Sociology; Global warming; Modernization theory; Mediation; Environmental ethics; Political economy; Institution; Power (physics); Mass media; Political science; Social science; Law","score_opus":0.5194404195927226,"score_gpt":0.43801842104444133,"score_spread":0.08142199854828125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150302374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95159024,0.0012621538,0.00000364499,0.04407643,0.0009549902,0.000120313525,0.000014855719,0.000002259575,0.0019751193],"genre_scores_gemma":[0.9960643,0.003081362,0.00002987589,0.00039995235,0.00040954477,0.0000026924808,0.00000151249,0.0000032232997,0.0000075036583],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983468,0.00094232487,0.00031347654,0.000043527296,0.00015680901,0.00019704593],"domain_scores_gemma":[0.9980722,0.0006533172,0.00033773933,0.0002110099,0.0005990263,0.00012669462],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004756316,0.00004794667,0.0001370131,0.00004046125,0.0007127619,0.000018032695,0.00051404716,0.000097912634,0.00012499082],"category_scores_gemma":[0.0010503468,0.000024766527,0.00007432366,0.000103078935,0.0036385884,0.000078313766,0.00002452129,0.0002604703,0.0000043641303],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005268768,0.000010867531,0.10943296,0.00001017976,0.0000336083,9.837265e-7,0.83591574,0.000003004461,0.000088354245,0.03391826,0.0010379407,0.01949542],"study_design_scores_gemma":[0.00058682705,0.00016216791,0.1606009,0.000091547125,0.00007821433,0.00004106841,0.74306166,0.000046286594,0.000040337232,0.056806818,0.038343437,0.00014072518],"about_ca_topic_score_codex":0.01748038,"about_ca_topic_score_gemma":0.3060381,"teacher_disagreement_score":0.2885577,"about_ca_system_score_codex":0.00016274769,"about_ca_system_score_gemma":0.0006160064,"threshold_uncertainty_score":0.9990729},"labels":[],"label_agreement":null},{"id":"W2151135006","doi":"","title":"Debating Global Warming in Media Discussion Forums: Strategies Enacted by \"Persistent Deniers\" and Implications for Schooling.","year":2008,"lang":"en","type":"article","venue":"Canadian journal of environmental education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University; Mount Saint Vincent University","funders":"","keywords":"Newspaper; Variety (cybernetics); Public relations; Global warming; Content analysis; Sociology; Environmental education; Science education; Political science; Media studies; Social science; Pedagogy; Climate change; Ecology","score_opus":0.1360788850576501,"score_gpt":0.36871824747949405,"score_spread":0.23263936242184396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151135006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98956776,0.0017425696,0.000108898916,0.0070001716,0.000255614,0.00017680936,0.00006148599,0.0000030016456,0.0010836762],"genre_scores_gemma":[0.99687654,0.0021729604,0.0005447718,0.00013293566,0.00012481767,0.000011916989,0.00007139693,0.0000050141834,0.00005962358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994016,0.00006362048,0.00021127511,0.00007929259,0.000076777884,0.00016739414],"domain_scores_gemma":[0.99941325,0.00004762333,0.00013742657,0.00007168701,0.000023051594,0.00030695365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021406586,0.000059238726,0.00007823297,0.00008779429,0.00057877036,0.000049775597,0.00012089747,0.000058362028,0.00008806273],"category_scores_gemma":[0.00013170554,0.00005413526,0.00004228063,0.00009329421,0.00017201703,0.00037115274,0.0000069401763,0.000079851816,0.0000013228538],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026912163,0.00020200721,0.61882585,0.000018103467,0.000022650174,9.302112e-7,0.13352157,0.000038465965,0.004765355,0.0015404326,0.0073967245,0.23364098],"study_design_scores_gemma":[0.00042267138,0.00005624497,0.63673586,0.00009149406,0.000024872694,0.00004256866,0.30818844,0.0000356404,0.000011689708,0.0015034506,0.052714836,0.00017224884],"about_ca_topic_score_codex":0.0068458677,"about_ca_topic_score_gemma":0.07760027,"teacher_disagreement_score":0.23346874,"about_ca_system_score_codex":0.0009721903,"about_ca_system_score_gemma":0.00083533453,"threshold_uncertainty_score":0.99976766},"labels":[],"label_agreement":null},{"id":"W2151739266","doi":"10.5779/hypothesis.v3i1.31","title":"Beyond bells and whistles: the role of the science centre in science communication","year":2008,"lang":"en","type":"article","venue":"Hypothesis","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Science communication; Sociology; Science education; Pedagogy","score_opus":0.24283807189426662,"score_gpt":0.3526930954584799,"score_spread":0.10985502356421326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151739266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92141813,0.0005091716,3.7401264e-7,0.004857624,0.000027316974,0.00014608829,0.000002391854,0.000008455807,0.07303047],"genre_scores_gemma":[0.99481297,0.004668909,0.00016052347,0.00014610663,0.000009441931,0.0000042067804,2.0388674e-7,0.0000023809341,0.00019527908],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990879,0.0001846408,0.00011191381,0.00010539198,0.00035897046,0.00015114741],"domain_scores_gemma":[0.99898285,0.00026761778,0.000077398894,0.00052900636,0.00010736284,0.000035784728],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014872816,0.000040027433,0.000056903144,0.00007540573,0.0019570675,0.000041031817,0.00105422,0.000023362154,0.000085702544],"category_scores_gemma":[0.0004768405,0.000025978954,0.000018743505,0.0010401472,0.0058509223,0.00021887389,0.00021372264,0.00007429079,0.000008577844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000101542555,0.00016270575,0.19572078,0.000007966268,0.0000026040575,1.38847e-7,0.6106568,0.000011405129,0.045342505,0.05921683,0.00020349491,0.088664606],"study_design_scores_gemma":[0.00018736406,0.000008823786,0.83495563,0.00006985765,0.000008736448,0.0000028831296,0.115457945,0.00037503417,0.008709274,0.012861929,0.02721122,0.00015132532],"about_ca_topic_score_codex":0.0015740581,"about_ca_topic_score_gemma":0.004288199,"teacher_disagreement_score":0.63923484,"about_ca_system_score_codex":0.00009561476,"about_ca_system_score_gemma":0.00019377268,"threshold_uncertainty_score":0.99934226},"labels":[],"label_agreement":null},{"id":"W2152014669","doi":"10.1080/10810730701806912","title":"A Comprehensive Analysis of Breast Cancer News Coverage in Leading Media Outlets Focusing on Environmental Risks and Prevention","year":2008,"lang":"en","type":"article","venue":"Journal of Health Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Environmental Health Sciences; National Cancer Institute; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Newspaper; Breast cancer; Narrative; News media; Cancer prevention; Medicine; Public relations; Mass media; Quarter (Canadian coin); Environmental health; Cancer; Family medicine; Advertising; Psychology; Political science; Business; History","score_opus":0.5020641127608496,"score_gpt":0.4975386025035229,"score_spread":0.004525510257326726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152014669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98961335,0.0032700035,0.00009767748,0.006513576,0.00004493919,0.00012843829,0.000017067305,0.00000359361,0.00031133],"genre_scores_gemma":[0.8139888,0.18553472,0.00022594823,0.00019684518,0.00002208456,0.000002294017,0.000018600218,0.00000368085,0.000007028814],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979041,0.0011034026,0.00055597024,0.00006448797,0.00026347637,0.00010855777],"domain_scores_gemma":[0.99844176,0.00032298302,0.0008785202,0.00022508466,0.00006736629,0.00006430139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097307516,0.000059649617,0.00029580056,0.0003744068,0.00035789647,0.000012140821,0.0001902602,0.000053278545,0.00010527466],"category_scores_gemma":[0.000042383283,0.000060373928,0.00007407361,0.00033534775,0.00015202854,0.00021059864,0.00004307355,0.00021756189,0.0000011913357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019549722,0.0004748813,0.3932228,0.00004196756,0.0001515858,0.0000011619784,0.18318816,0.0010878909,0.0009265764,0.000274033,0.00015431803,0.42028114],"study_design_scores_gemma":[0.0004395606,0.000047837453,0.98789203,0.00019102976,0.000046488163,0.000005213454,0.00929235,0.0002493785,0.000004311303,0.00014421261,0.0016327082,0.00005490278],"about_ca_topic_score_codex":0.0045993044,"about_ca_topic_score_gemma":0.010025046,"teacher_disagreement_score":0.5946692,"about_ca_system_score_codex":0.00043640478,"about_ca_system_score_gemma":0.00010402657,"threshold_uncertainty_score":0.6952803},"labels":[],"label_agreement":null},{"id":"W2152996881","doi":"10.1073/pnas.1012742107","title":"Reply to Aarstad: Risk management versus “truth”","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Risk management; MEDLINE; Business; Political science; Law","score_opus":0.3227005000853203,"score_gpt":0.4517664306631175,"score_spread":0.1290659305777972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152996881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6635421,0.00001439045,4.9849865e-7,0.01767707,0.00013970475,0.0002055827,0.000011496138,0.000019692596,0.3183895],"genre_scores_gemma":[0.9955069,0.00038451876,0.0029242027,0.0005990078,0.00011847224,0.000012095103,1.1113654e-7,0.0000022711765,0.0004524504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984906,0.000012942967,0.0001936512,0.00016080758,0.001010559,0.00013149476],"domain_scores_gemma":[0.9992635,0.00018481883,0.00025747708,0.0000142432,0.00022848777,0.000051461542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027466512,0.000051891177,0.000071588176,0.00014034942,0.00062689057,0.00004192464,0.0011237767,0.000053573844,0.00016495037],"category_scores_gemma":[0.0012109564,0.0000393123,0.000051160405,0.00082951685,0.000781848,0.0002698857,0.00019580805,0.00016791672,0.000013569056],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043834072,0.000058225236,0.0048953,0.000021805392,0.000012382438,1.574686e-9,0.0073530073,0.000010569727,0.014578349,0.9562945,0.0054522646,0.011279764],"study_design_scores_gemma":[0.0008083365,0.00012035422,0.27783936,0.0001317205,0.000052335014,0.0000011141392,0.024082053,0.00024925964,0.013426049,0.21679923,0.46612862,0.0003615912],"about_ca_topic_score_codex":0.00012100658,"about_ca_topic_score_gemma":0.0000095782925,"teacher_disagreement_score":0.7394953,"about_ca_system_score_codex":0.000036779842,"about_ca_system_score_gemma":0.000017308736,"threshold_uncertainty_score":0.48215988},"labels":[],"label_agreement":null},{"id":"W2154011351","doi":"10.1177/0170840612463317","title":"Science or Science Fiction? Professionals’ Discursive Construction of Climate Change","year":2012,"lang":"en","type":"article","venue":"Organization Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":245,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Copenhagen Business School","keywords":"Legitimation; Sociology; Work (physics); Identity (music); Metaphor; Climate change; Government (linguistics); Public relations; Political science; Law","score_opus":0.47804149959954645,"score_gpt":0.5171654883805071,"score_spread":0.03912398878096068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154011351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9599834,0.00084554707,0.00015009685,0.006471785,0.0032037967,0.00076966366,0.000025029449,0.00020062037,0.028350078],"genre_scores_gemma":[0.98246014,0.016259631,0.0006795759,0.00012892451,0.00027113303,0.000017354949,0.0000068458135,0.000007353019,0.00016903895],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986878,0.00008886347,0.00019804732,0.00015487947,0.0005573156,0.00031310137],"domain_scores_gemma":[0.9977855,0.0000881953,0.00020216689,0.00019016356,0.0016391242,0.00009484376],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014464748,0.00007471428,0.00012337045,0.00031079212,0.0027699966,0.000044456294,0.00026766284,0.000035315985,0.0005002907],"category_scores_gemma":[0.0016524375,0.0000583951,0.000014108446,0.004214552,0.0031974302,0.0015640237,0.00024414549,0.000053091226,0.000042851614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017641985,0.00027284902,0.2965445,0.00007615286,0.000013241766,9.5229026e-8,0.46984488,5.8458977e-7,0.005976164,0.20755003,0.0003974889,0.019306365],"study_design_scores_gemma":[0.00029550173,0.000058656755,0.31582463,0.00020834582,0.000041630297,0.00000481267,0.66764295,0.000010572177,0.00467184,0.00025168995,0.010707813,0.00028156655],"about_ca_topic_score_codex":0.000034700242,"about_ca_topic_score_gemma":0.0000770014,"teacher_disagreement_score":0.20729834,"about_ca_system_score_codex":0.0002493015,"about_ca_system_score_gemma":0.00025076428,"threshold_uncertainty_score":0.9995153},"labels":[],"label_agreement":null},{"id":"W2154397543","doi":"10.1016/s1499-2671(06)02003-x","title":"Getting it Right: Building Respect Between Science Reporters and Scientists","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University; Diabetes Canada","funders":"University of Manitoba","keywords":"Medicine; Engineering ethics; Engineering","score_opus":0.1676400217627332,"score_gpt":0.38799951734156485,"score_spread":0.22035949557883164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154397543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755698,0.0003645604,0.000007641066,0.0051131845,0.00024809138,0.00004431679,0.000005045432,0.0000059200447,0.018641448],"genre_scores_gemma":[0.99884456,0.00002261451,0.0005166987,0.00013542519,0.00033959857,4.373214e-7,0.000001305147,0.0000044203125,0.00013495667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989328,0.00007979305,0.00026940918,0.0001056866,0.0002700317,0.0003423239],"domain_scores_gemma":[0.9988722,0.00011468081,0.00023709385,0.00012027167,0.0002379906,0.00041772722],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027270473,0.00005473333,0.00011255098,0.00044632374,0.0014134839,0.00039645185,0.00033818136,0.000036492205,0.00015100962],"category_scores_gemma":[0.0005301618,0.00005395176,0.000035240515,0.0004957422,0.0010076441,0.00043131268,0.000018256284,0.00011896498,0.0000030093913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.1444131e-7,0.0000037844977,0.97544175,0.000006866794,0.0000052967307,0.000007334743,0.005679465,0.000003374875,0.0035083576,0.0030920513,0.0016838224,0.01056765],"study_design_scores_gemma":[0.00015662158,0.000029832921,0.8858992,0.00017872323,0.000021880523,0.0000039124484,0.0028657895,0.0000222729,0.00042133708,0.004163044,0.10606679,0.00017061252],"about_ca_topic_score_codex":0.0060597076,"about_ca_topic_score_gemma":0.071756214,"teacher_disagreement_score":0.10438297,"about_ca_system_score_codex":0.0002882684,"about_ca_system_score_gemma":0.0007631453,"threshold_uncertainty_score":0.9998865},"labels":[],"label_agreement":null},{"id":"W2156568070","doi":"10.1088/0963-6625/9/3/306","title":"Knowledge, ignorance and the popular culture: climate change versus the ozone hole","year":2000,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":296,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto Scarborough; Social Sciences and Humanities Research Council of Canada","keywords":"Ignorance; Functional illiteracy; Sociology of scientific knowledge; Climate change; Environmental ethics; Sociology; Public awareness of science; Scientific literacy; Social science; Science communication; Epistemology; Public relations; Political science; Law; Science education; Ecology","score_opus":0.5924144285400437,"score_gpt":0.4405157376015892,"score_spread":0.15189869093845448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156568070","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2234253,0.0058094785,0.0002848542,0.10626828,0.0010420223,0.0011196336,0.000021402757,0.00015877273,0.66187024],"genre_scores_gemma":[0.97003937,0.02931867,0.00003537971,0.00020619626,0.0000978224,0.000020856489,0.00000177447,0.000003930469,0.0002760279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9986879,0.00021553664,0.00014463463,0.00018125353,0.00042565505,0.00034498965],"domain_scores_gemma":[0.9992504,0.0001581668,0.00008672947,0.0003173847,0.00009624692,0.00009105929],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0035163495,0.00007520037,0.00010424894,0.0000729637,0.0036395094,0.0003493468,0.0008230351,0.00003997919,0.00026780405],"category_scores_gemma":[0.00023274934,0.000044612796,0.000037793765,0.0012633107,0.00893705,0.00068741065,0.00012001917,0.00011856052,0.000019378755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007818073,0.000048121776,0.00096772367,0.000014800083,0.0000053769004,1.2236747e-7,0.23811363,0.0000010109474,0.000051195337,0.73507893,0.00025220818,0.025388697],"study_design_scores_gemma":[0.0036642994,0.00014414573,0.0051790606,0.00016384605,0.00005910977,0.0000038482863,0.51907593,0.003021037,0.00002079267,0.03160298,0.43653426,0.00053068955],"about_ca_topic_score_codex":0.00036576926,"about_ca_topic_score_gemma":0.0020952495,"teacher_disagreement_score":0.74661404,"about_ca_system_score_codex":0.0001960831,"about_ca_system_score_gemma":0.00006914712,"threshold_uncertainty_score":0.9976576},"labels":[],"label_agreement":null},{"id":"W2157862054","doi":"10.1162/glep_a_00168","title":"Government, Anti-Reflexivity, and the Construction of Public Ignorance about Climate Change: Australia and Canada Compared","year":2013,"lang":"en","type":"article","venue":"Global Environmental Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Skepticism; Reflexivity; Ignorance; Climate change; Politics; Rhetorical question; Public opinion; Denial; Political economy; Political economy of climate change; Government (linguistics); Political science; Environmental ethics; Resistance (ecology); Sociology; Public administration; Law; Social science; Epistemology; Psychology","score_opus":0.2165613416067324,"score_gpt":0.37343174292544,"score_spread":0.1568704013187076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157862054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98889965,0.00016401091,0.0000029078994,0.0050758026,0.00010934626,0.0002803934,0.0004846711,0.000008035557,0.0049751806],"genre_scores_gemma":[0.99504036,0.0042966893,0.000065713684,0.00046462155,0.000055953456,0.000015466772,0.000019784306,0.000002881324,0.0000385133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990325,0.00016256228,0.00014921346,0.000103573715,0.0002900769,0.00026206052],"domain_scores_gemma":[0.9995445,0.000042417978,0.00010400792,0.00014257913,0.000008087132,0.00015839377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019638956,0.000078567486,0.00012102041,0.000005142552,0.00034072043,0.000060308896,0.00011882026,0.000043551052,0.00024925944],"category_scores_gemma":[0.000027441,0.00006756281,0.000017420727,0.000037350866,0.0014720516,0.00017171605,0.00012687746,0.00005368084,0.0000075063735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007950507,0.00005479829,0.76048434,0.00003313202,0.000018146411,3.4428803e-7,0.0019933158,5.7203715e-7,0.00013743885,0.22860178,0.0005380146,0.00813014],"study_design_scores_gemma":[0.0006487587,0.000011129573,0.96911764,0.000016497193,0.000018846524,0.0000058138635,0.0144036235,0.000094931376,0.000013129169,0.0020685273,0.013479759,0.00012131711],"about_ca_topic_score_codex":0.62472993,"about_ca_topic_score_gemma":0.36989084,"teacher_disagreement_score":0.2548391,"about_ca_system_score_codex":0.00035985812,"about_ca_system_score_gemma":0.000023153874,"threshold_uncertainty_score":0.64160705},"labels":[],"label_agreement":null},{"id":"W2158724897","doi":"10.1016/j.tourman.2014.08.008","title":"No time for smokescreen skepticism: A rejoinder to Shani and Arad","year":2014,"lang":"en","type":"article","venue":"Tourism Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Waterloo","funders":"","keywords":"Climate change; Tourism; Skepticism; Denial; Greenhouse gas; Natural resource economics; Political economy of climate change; Pessimism; Political science; Economics; Psychology; Law; Ecology","score_opus":0.19911725807793856,"score_gpt":0.3943883203927482,"score_spread":0.19527106231480962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158724897","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0210414,0.00003925064,0.010172577,0.024269741,0.00020256102,0.0014496369,0.000010538154,0.0001668959,0.9426474],"genre_scores_gemma":[0.40619263,0.0026912547,0.054402635,0.02077471,0.0023454237,0.00085615553,0.0001556746,0.000087459506,0.512494],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999304,0.000078770456,0.00010928528,0.00016116047,0.00015471887,0.00019208503],"domain_scores_gemma":[0.9995123,0.00006409001,0.000033743465,0.00024513179,0.000044664237,0.00010003173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070289575,0.00006849959,0.0000902202,0.0000686134,0.00030790977,0.000081372484,0.00019390152,0.000040238243,0.0008215893],"category_scores_gemma":[0.00004804792,0.00007035921,0.000030243795,0.00008689373,0.000041551702,0.00006623882,0.00012141112,0.000034244345,0.0006499777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009851158,0.00016484308,0.0002211591,0.00013409168,0.00006680234,0.0000018867573,0.024203654,0.000017222827,0.00020875076,0.13786191,0.47145677,0.3655644],"study_design_scores_gemma":[0.0002606065,0.000056101366,0.0031041391,0.000021441107,0.000019416222,7.8642394e-8,0.0010922105,0.00087297556,0.0000017216502,0.002477418,0.9919805,0.00011338717],"about_ca_topic_score_codex":0.0003156541,"about_ca_topic_score_gemma":0.00030103597,"teacher_disagreement_score":0.5205237,"about_ca_system_score_codex":0.000046166348,"about_ca_system_score_gemma":0.0000034681084,"threshold_uncertainty_score":0.8995827},"labels":[],"label_agreement":null},{"id":"W2161302472","doi":"","title":"Public Engagement, Public Consultation, Innovation and the Market","year":2006,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; University of Guelph","funders":"","keywords":"Public engagement; Public relations; Publishing; Order (exchange); Public opinion; Political science; Service (business); Democracy; Business; Marketing; Politics","score_opus":0.4446508167353992,"score_gpt":0.4537710055909422,"score_spread":0.009120188855542999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161302472","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09044957,0.00012369883,0.004756612,0.12879522,0.00027469138,0.0007183494,0.00002160812,0.00018262581,0.77467763],"genre_scores_gemma":[0.99430776,0.0007815815,0.00060036033,0.00073386886,0.00008623161,0.000120280805,0.0002618389,0.0000063773505,0.003101685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814343,0.0010262113,0.000266261,0.00012985256,0.00026003123,0.00017423429],"domain_scores_gemma":[0.9985177,0.00044776572,0.00014660822,0.00018262812,0.0006745115,0.000030806186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030347886,0.000080694714,0.000090310336,0.00014864876,0.0009232455,0.00060360593,0.00019968659,0.00006056573,0.0021275284],"category_scores_gemma":[0.000573279,0.000056955116,0.000020247126,0.0009756058,0.0004465642,0.00032682758,0.00004536638,0.00019743764,0.000015972515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008099712,0.00006065612,0.004699633,0.0000028963411,0.000011092482,1.5695296e-7,0.0022898775,3.1432307e-7,0.00013814175,0.94550616,0.019024499,0.028258454],"study_design_scores_gemma":[0.0011618036,0.000011075177,0.029006846,0.000012058558,0.000010766239,6.485747e-7,0.025694381,0.0009494368,0.000006569287,0.017814957,0.92521316,0.00011827067],"about_ca_topic_score_codex":0.0026680143,"about_ca_topic_score_gemma":0.0070934854,"teacher_disagreement_score":0.9276912,"about_ca_system_score_codex":0.00018529757,"about_ca_system_score_gemma":0.00021172946,"threshold_uncertainty_score":0.99878466},"labels":[],"label_agreement":null},{"id":"W2164669565","doi":"10.5296/jpag.v2i4.2800","title":"Technocratic Structures of Climate Policy: Dead-end Debates, Neat Narratives and Manipulative Machiavellianism","year":2013,"lang":"en","type":"article","venue":"Journal of Public Administration and Governance","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Killam Trusts; Fulbright Canada","keywords":"Dissenting opinion; Machiavellianism; Climate change; Technocracy; Political science; Political economy; Narrative; Public policy; Alienation; Balance (ability); Power (physics); Environmental ethics; Public administration; Sociology; Politics; Law; Social psychology; Ecology; Psychology","score_opus":0.17744895569530528,"score_gpt":0.40051967970593527,"score_spread":0.22307072401063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164669565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9413682,0.0012728107,0.00065914815,0.04357126,0.00011118423,0.0002795482,0.00003476485,0.000017716118,0.012685344],"genre_scores_gemma":[0.9852128,0.012818964,0.0014136846,0.00017435891,0.00011162653,0.000003515707,0.000004571624,0.000005622819,0.00025482796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99895227,0.00015775843,0.00037705695,0.00008984816,0.00027348907,0.00014957818],"domain_scores_gemma":[0.9987214,0.000088548506,0.0006963433,0.00009950396,0.00025986088,0.00013435139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041438238,0.00009281256,0.00017697309,0.00007058084,0.00027628205,0.0001815744,0.00014991073,0.000082294595,0.00046284968],"category_scores_gemma":[0.00026124044,0.000078319965,0.000036528694,0.00017140445,0.00034885982,0.0007436779,0.000034010303,0.00013783397,0.0000019343156],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038610488,0.000113963724,0.020234559,0.000079232435,0.000041794763,0.000002509216,0.027691757,0.0000011251727,0.0024043191,0.87594646,0.0006254132,0.072820246],"study_design_scores_gemma":[0.0011934239,0.0007262368,0.7697021,0.00019205413,0.000034464494,0.000111724934,0.06282948,0.0003076853,0.0005279601,0.09676374,0.067198485,0.00041266513],"about_ca_topic_score_codex":0.00020255342,"about_ca_topic_score_gemma":0.0013377934,"teacher_disagreement_score":0.77918273,"about_ca_system_score_codex":0.000058157402,"about_ca_system_score_gemma":0.00020360488,"threshold_uncertainty_score":0.50678796},"labels":[],"label_agreement":null},{"id":"W2165884658","doi":"","title":"Media coverage of climate change: current trends, strengths, weaknesses","year":2007,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Climate change; Strengths and weaknesses; Work (physics); Political science; Media coverage; Public opinion; Politics; Perception; Sri lanka; Geography; Public relations; Environmental planning; Media studies; Sociology; Engineering; Psychology","score_opus":0.35433766126032984,"score_gpt":0.497112902601643,"score_spread":0.14277524134131314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165884658","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23664244,0.0024078833,0.0000015953916,0.0018651384,0.0020908457,0.0009067111,0.00072362344,0.000096038406,0.7552657],"genre_scores_gemma":[0.39864793,0.6000658,0.00005602365,0.000020759122,0.0005353811,0.00011738575,0.0003537994,0.000025645413,0.0001772436],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967251,0.0007673101,0.0006883977,0.0005336362,0.0004891149,0.00079644815],"domain_scores_gemma":[0.9967858,0.0014715068,0.0003401998,0.0009592447,0.00021590017,0.00022733113],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0037590773,0.00023101554,0.0005003847,0.00091077975,0.0003223196,0.00011726955,0.0010263397,0.00047127955,0.0012945007],"category_scores_gemma":[0.00086122646,0.0002666873,0.00018617927,0.00033973687,0.0006803649,0.00015181238,0.0011864981,0.0013857944,0.000020015159],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046280864,0.00018422764,0.005500119,0.00015472955,0.000011577132,0.000002331361,0.014333658,0.000030681415,0.000005003063,0.002031754,0.000033185886,0.97766644],"study_design_scores_gemma":[0.0009964366,0.000072150615,0.067848295,0.0013984934,0.000026291305,0.0000016131302,0.023524594,0.00077604153,0.000024292896,0.0022719586,0.9021543,0.0009054925],"about_ca_topic_score_codex":0.0010467294,"about_ca_topic_score_gemma":0.03409694,"teacher_disagreement_score":0.976761,"about_ca_system_score_codex":0.0008924073,"about_ca_system_score_gemma":0.00031953023,"threshold_uncertainty_score":0.99997854},"labels":[],"label_agreement":null},{"id":"W2166265289","doi":"10.1111/psj.12073","title":"Public Perceptions of Expert Credibility on Policy Issues: The Role of Expert Framing and Political Worldviews","year":2014,"lang":"en","type":"article","venue":"Policy Studies Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Credibility; Framing (construction); Perception; Politics; Public relations; Political science; Public opinion; Framing effect; Cognitive dissonance; Social psychology; Sociology; Psychology; Health communication; Law; Engineering","score_opus":0.49543784693129617,"score_gpt":0.5361188325540188,"score_spread":0.040680985622722654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166265289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44974017,0.012480285,0.000082720835,0.42259476,0.0002592666,0.0003553728,0.000022623852,0.000049495873,0.11441532],"genre_scores_gemma":[0.95091313,0.04483883,0.00017368216,0.001848261,0.0020655903,0.000013117693,0.0000010638428,0.000008061841,0.00013826009],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978263,0.0009037333,0.00041145427,0.00012451451,0.0003620093,0.00037200694],"domain_scores_gemma":[0.99832773,0.0006125627,0.00019926619,0.0003339514,0.00033977997,0.00018673684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016804879,0.00011576975,0.00028651612,0.00023130135,0.0011331986,0.000066546694,0.0003565913,0.000065834116,0.000171337],"category_scores_gemma":[0.004191337,0.00007911146,0.00011939796,0.0003438915,0.001285619,0.00014656308,0.00016176654,0.00024263638,0.0000071501877],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001915833,0.00020029352,0.009180493,0.000018360659,0.00006733063,8.295722e-8,0.41334474,6.027682e-7,0.00088984147,0.42712054,0.002051314,0.14710726],"study_design_scores_gemma":[0.00032452468,0.00015540814,0.032123953,0.00013075619,0.0000150976875,0.000008439008,0.45214766,0.00006955823,0.00006782651,0.048741437,0.46604136,0.00017398427],"about_ca_topic_score_codex":0.00658601,"about_ca_topic_score_gemma":0.002334897,"teacher_disagreement_score":0.50117296,"about_ca_system_score_codex":0.00023194702,"about_ca_system_score_gemma":0.0001266297,"threshold_uncertainty_score":0.9956121},"labels":[],"label_agreement":null},{"id":"W2166539735","doi":"","title":"Public Attitudes Toward Climate Science and Climate Policy in Federal Systems: Canada and the U.S. Compared","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Climate change; Context (archaeology); Public opinion; Political science; Global warming; Legislation; Public policy; Public administration; Politics; Geography; Law","score_opus":0.25605391520500215,"score_gpt":0.3741832883519986,"score_spread":0.11812937314699645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166539735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9635718,0.0038809844,0.000009555799,0.013370339,0.00019343935,0.00028620838,0.000005965673,0.000023908451,0.018657794],"genre_scores_gemma":[0.8818479,0.117739335,0.000008369882,0.0002656136,0.00009363414,0.000008574288,0.000001142869,0.0000054202437,0.000030014719],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972099,0.00037989704,0.00023813757,0.00014607124,0.0004028669,0.0016231104],"domain_scores_gemma":[0.9993469,0.000077771685,0.00013388104,0.00014102003,0.00015958483,0.0001408424],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0073300377,0.00009190541,0.00015897694,0.00015069316,0.0017763578,0.0004098981,0.0004488547,0.00003737525,0.000021282314],"category_scores_gemma":[0.00024134194,0.00006750621,0.00001861447,0.00042851147,0.00093495066,0.00038945492,0.000142069,0.0005662151,0.0000020406942],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064002794,0.00002822749,0.15219153,0.000016882197,0.000013182325,9.930648e-7,0.020324685,7.849832e-7,0.000014905271,0.8211186,0.000023334815,0.0062028985],"study_design_scores_gemma":[0.00475848,0.00015697491,0.66523916,0.00017617762,0.000029237703,0.0004144244,0.2757585,0.0008838611,0.0000032750218,0.03680634,0.015062231,0.0007113261],"about_ca_topic_score_codex":0.72352326,"about_ca_topic_score_gemma":0.98699087,"teacher_disagreement_score":0.78431225,"about_ca_system_score_codex":0.0018574023,"about_ca_system_score_gemma":0.0054242685,"threshold_uncertainty_score":0.9995232},"labels":[],"label_agreement":null},{"id":"W2167322003","doi":"10.1177/0963662511414983","title":"Working the fringes: The role of letters to the editor in advancing non-standard media narratives about climate change","year":2011,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Scrutiny; Narrative; Skepticism; Newspaper; Normative; Climate change; Media studies; Subject (documents); Political science; Neutrality; Sociology; Epistemology; Law; Literature; Art; Computer science; Library science; Philosophy","score_opus":0.413333968661421,"score_gpt":0.3835932143465601,"score_spread":0.02974075431486095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167322003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77550894,0.000717839,0.0027786912,0.11556754,0.005846458,0.0016492528,0.000020651769,0.00007711718,0.097833514],"genre_scores_gemma":[0.9977408,0.0011574894,0.0002239851,0.00037265298,0.0004598066,0.00003633937,5.3798e-7,0.0000055213236,0.0000028910285],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982399,0.00019537688,0.00023831392,0.00017761784,0.0007079783,0.00044084634],"domain_scores_gemma":[0.9988161,0.00041216466,0.00020736965,0.00037841065,0.000106252024,0.000079700265],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.006160495,0.00008333586,0.0001220969,0.00020334043,0.0017764907,0.00014286028,0.0014890119,0.000031319298,0.00008152178],"category_scores_gemma":[0.00049654226,0.00004673107,0.000040905426,0.0016868208,0.0030408679,0.0006391449,0.00026215275,0.00016102195,0.0000027612848],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013304468,0.000015131565,0.015320784,0.0000042083702,0.0000022092252,6.851051e-8,0.93102777,0.0000026640844,0.0013175458,0.047929075,0.00010663697,0.004260611],"study_design_scores_gemma":[0.00008963171,0.000022399368,0.015336948,0.00016127012,0.000003392818,2.2719045e-7,0.9674862,0.00009736006,0.00013036982,0.0027355338,0.013847344,0.00008934103],"about_ca_topic_score_codex":0.00080003653,"about_ca_topic_score_gemma":0.020438107,"teacher_disagreement_score":0.22223184,"about_ca_system_score_codex":0.00036335186,"about_ca_system_score_gemma":0.0001169511,"threshold_uncertainty_score":0.9996723},"labels":[],"label_agreement":null},{"id":"W2169183555","doi":"10.1177/1464884911412704","title":"The unfinished science story: Journalist–audience interactions from the <i>Globe and Mail</i> ’s online health and science sections","year":2011,"lang":"en","type":"article","venue":"Journalism","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"CBC (Canada); Concordia University","funders":"Concordia University","keywords":"Globe; Narrative; Journalism; Newspaper; Cognitive reframing; Science communication; Citizen journalism; Media studies; Sociology; Science education; Political science; Psychology; Literature; Art; Social psychology; Pedagogy","score_opus":0.47263217038817396,"score_gpt":0.4731832964886064,"score_spread":0.000551126100432453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169183555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82696,0.0031371496,0.00013091175,0.15609184,0.0017018871,0.00024331226,0.000037356687,0.000050781608,0.011646754],"genre_scores_gemma":[0.9484329,0.047059417,0.0005302529,0.0032587938,0.00040417485,0.0000054552256,0.0000019340596,0.00000627628,0.00030080203],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982528,0.00039664636,0.00023533822,0.00021436936,0.0005388054,0.0003620325],"domain_scores_gemma":[0.99822986,0.00044178488,0.00028175738,0.00034982894,0.000319186,0.0003775548],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0047017043,0.00008889039,0.000099640245,0.000101347076,0.015353532,0.00079554063,0.00085083325,0.000026253387,0.00014044443],"category_scores_gemma":[0.0009580102,0.000054853597,0.000031523097,0.00084692636,0.004558475,0.00090383674,0.00023456119,0.00052136916,0.000007116499],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005861968,0.00022482891,0.01649057,0.0000049994733,0.000026548747,0.0000027371937,0.7921367,0.0000018324532,0.0040522395,0.059844427,0.014280251,0.11287623],"study_design_scores_gemma":[0.00027376536,0.00007380543,0.19713876,0.000112832226,0.000015114999,0.00007967784,0.23608255,0.0002166324,0.000028230279,0.0071359533,0.5586535,0.00018921263],"about_ca_topic_score_codex":0.006826658,"about_ca_topic_score_gemma":0.038584147,"teacher_disagreement_score":0.5560542,"about_ca_system_score_codex":0.0002668193,"about_ca_system_score_gemma":0.0007403239,"threshold_uncertainty_score":0.999787},"labels":[],"label_agreement":null},{"id":"W2169771737","doi":"10.1002/wcc.120","title":"Individual understandings, perceptions, and engagement with climate change: insights from in‐depth studies across the world","year":2011,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":689,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Climate change; Framing (construction); Perception; Public engagement; Public opinion; Ethnic group; Social psychology; Psychology; Geography; Sociology; Public relations; Political science; Ecology; Politics","score_opus":0.675964212307705,"score_gpt":0.49751401406278906,"score_spread":0.17845019824491593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169771737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.827238,0.11600021,0.000010113404,0.013648383,0.0011213337,0.0059907697,0.0005072175,0.00030655044,0.035177413],"genre_scores_gemma":[0.5212449,0.47583678,0.00017487611,0.0009332962,0.00039314758,0.0012157536,0.00012673011,0.00003043106,0.000044118435],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99648386,0.0011973177,0.0006589706,0.0005581389,0.00037283957,0.00072887953],"domain_scores_gemma":[0.9984153,0.00027238837,0.00039457282,0.00066632277,0.00008818705,0.00016326107],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023118888,0.00039154777,0.00062319066,0.00021009427,0.002357193,0.00018839001,0.0006884448,0.00011847653,0.00070467073],"category_scores_gemma":[0.000043342745,0.00025755353,0.00012355934,0.00071811705,0.0010443423,0.0008884431,0.0019846512,0.00048132284,0.00017118226],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010437731,0.00016097761,0.030637212,0.00018235428,0.000041460466,0.000009932042,0.9181713,2.9727216e-8,0.000008602817,0.0030584852,0.000621589,0.047003716],"study_design_scores_gemma":[0.0007950116,0.00024755887,0.2118945,0.0048502646,0.00016164007,0.000005561101,0.7361535,0.000018617317,0.0000023522975,0.002096238,0.04312761,0.0006471656],"about_ca_topic_score_codex":0.0004686273,"about_ca_topic_score_gemma":0.16640626,"teacher_disagreement_score":0.35983655,"about_ca_system_score_codex":0.000323258,"about_ca_system_score_gemma":0.000011996643,"threshold_uncertainty_score":0.99998766},"labels":[],"label_agreement":null},{"id":"W2169807512","doi":"10.1073/pnas.1010824107","title":"Reply to O’Neill and Boykoff: Objective classification of climate experts","year":2010,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Data science; Geography","score_opus":0.28754741427630454,"score_gpt":0.44780062883340993,"score_spread":0.1602532145571054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169807512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9195019,0.000024822015,3.4444773e-7,0.017492589,0.000031131014,0.00019519748,0.000011800604,0.000010289876,0.06273194],"genre_scores_gemma":[0.9979472,0.00047934163,0.000904364,0.00051089353,0.00005943269,0.000012365214,1.6403821e-7,0.0000021797084,0.00008405299],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988118,0.000015389143,0.00024241403,0.00015724082,0.0006634902,0.00010970482],"domain_scores_gemma":[0.99900997,0.00014900108,0.00034777864,0.00001345935,0.00043536857,0.000044445213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002122957,0.000051045656,0.000098104465,0.00013796872,0.00038963376,0.000024315688,0.0005414627,0.00006985969,0.000036195208],"category_scores_gemma":[0.0011840775,0.000038303126,0.000035714995,0.00060479343,0.0011240153,0.00035057607,0.00012613693,0.0001010017,0.0000011249778],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019150817,0.000051773477,0.022636108,0.0000315755,0.0000040307023,4.4027484e-10,0.020716922,0.0000012650014,0.73840815,0.21214175,0.0007956526,0.0051936167],"study_design_scores_gemma":[0.00018960949,0.000065790904,0.86888874,0.00011957207,0.0000114628965,0.0000019309605,0.027850835,0.00029520132,0.053914376,0.032733466,0.015777241,0.00015180241],"about_ca_topic_score_codex":0.00010684779,"about_ca_topic_score_gemma":0.0000103383845,"teacher_disagreement_score":0.8462526,"about_ca_system_score_codex":0.000023664692,"about_ca_system_score_gemma":0.000033871776,"threshold_uncertainty_score":0.41414812},"labels":[],"label_agreement":null},{"id":"W2187883679","doi":"","title":"Event-Driven Environmental News in the U.S. and Canada","year":2012,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Natural disaster; Event (particle physics); Geography; Media coverage; Meteorology; Political science; Environmental resource management; Environmental science; Media studies; Sociology","score_opus":0.25986496710944224,"score_gpt":0.38904469252235335,"score_spread":0.12917972541291112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187883679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88985336,0.00012041274,0.0000020824841,0.008773875,0.00005203273,0.00007368294,0.000002151665,0.00000357676,0.10111883],"genre_scores_gemma":[0.99610686,0.0015507224,0.000014459965,0.0018227973,0.000046846035,0.0000041433386,0.0000054161383,8.648467e-7,0.00044786275],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996775,0.00010499727,0.000034938894,0.000023310187,0.00007936094,0.00007989994],"domain_scores_gemma":[0.9998633,0.000038094047,0.000008509305,0.00006145893,7.9023886e-7,0.000027821841],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001675802,0.000017585302,0.000018502136,0.0000057600446,0.00012408497,0.000010510031,0.000072956704,0.000012501118,0.00085836876],"category_scores_gemma":[0.000005713898,0.0000124187745,0.0000043577325,0.000020117515,0.00003676084,0.00006428157,0.000016397156,0.000029385585,0.000011022464],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014276218,0.00004897029,0.87763,0.0000010781511,0.0000011204042,1.6783666e-7,0.081786886,4.4072465e-7,0.0001430205,0.0042843428,0.013661907,0.022440659],"study_design_scores_gemma":[0.000038976494,0.0000015307631,0.3278815,8.002992e-7,7.994194e-7,2.1881323e-7,0.09037536,0.000007889639,0.0000010287287,0.000020481806,0.5816454,0.000025976544],"about_ca_topic_score_codex":0.85858965,"about_ca_topic_score_gemma":0.99537957,"teacher_disagreement_score":0.56798357,"about_ca_system_score_codex":0.00006475994,"about_ca_system_score_gemma":0.000016041804,"threshold_uncertainty_score":0.9398536},"labels":[],"label_agreement":null},{"id":"W2193890148","doi":"10.5539/jms.v5n4p1","title":"Green Attraction—Transnational Municipal Climate Networks and Green City Branding","year":2015,"lang":"en","type":"article","venue":"Journal of Management and Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Vetenskapsrådet; Lunds Universitet; Universidade de São Paulo; Svenska Forskningsrådet Formas","keywords":"Nexus (standard); German; Context (archaeology); Climate change; Regional science; Green infrastructure; Political science; Economic geography; Business; Environmental planning; Geography; Engineering","score_opus":0.25590537011880865,"score_gpt":0.41845558986346854,"score_spread":0.16255021974465989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193890148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693557,0.00038881545,0.0011698529,0.019469226,0.00016593059,0.00026384686,0.0000020203736,0.000018274055,0.009166348],"genre_scores_gemma":[0.9965132,0.0027415387,0.00012309065,0.00010420737,0.00014213202,0.0000027598999,0.0000033777976,0.0000035461348,0.0003661376],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888015,0.00029684935,0.00026594455,0.00009377918,0.00028801075,0.00017527855],"domain_scores_gemma":[0.9990913,0.00011381966,0.00015845495,0.00010526091,0.00037294353,0.00015822356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00349786,0.00006870862,0.00013198458,0.00010854412,0.00039464326,0.000090643676,0.00013697836,0.00006275318,0.00006957114],"category_scores_gemma":[0.000083118255,0.00006365042,0.000045450528,0.00014810119,0.00020237328,0.00044343763,0.000091231894,0.00017127175,2.5198108e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005227259,0.00024988124,0.70420986,0.00027802304,0.00009430063,0.000019203942,0.037737757,0.00033426943,6.3241464e-7,0.13273458,0.00042305142,0.12339569],"study_design_scores_gemma":[0.0019451901,0.00015856116,0.6488649,0.000030699277,0.00012771513,0.0000137342895,0.12696858,0.0034673968,2.0467385e-7,0.049963433,0.16821487,0.0002446688],"about_ca_topic_score_codex":0.0006364094,"about_ca_topic_score_gemma":0.0018215681,"teacher_disagreement_score":0.16779181,"about_ca_system_score_codex":0.00024061197,"about_ca_system_score_gemma":0.000044017874,"threshold_uncertainty_score":0.30353168},"labels":[],"label_agreement":null},{"id":"W2196672866","doi":"10.1088/1748-9326/8/2/024024","title":"Quantifying the consensus on anthropogenic global warming in the scientific literature","year":2013,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1335,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Global warming; Scientific consensus; Position (finance); Climate change; Environmental science; Matching (statistics); Climatology; Political science; Medicine; Economics; Ecology; Biology; Geology","score_opus":0.4822410384593164,"score_gpt":0.49641309205999795,"score_spread":0.014172053600681578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196672866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882162,0.000355893,9.754057e-7,0.10843916,0.00012621447,0.00049173733,0.000011232609,0.000009971091,0.002348607],"genre_scores_gemma":[0.9969244,0.0007358804,0.000020273055,0.0019638,0.00009551348,0.00006133654,0.000023928626,0.0000048505167,0.00017003634],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99655807,0.0017653856,0.00011700134,0.00020410593,0.0009378477,0.0004176128],"domain_scores_gemma":[0.9988535,0.0006228874,0.000026664866,0.0004326114,0.000009306362,0.000055020595],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003145092,0.00007079868,0.000052317315,0.00006811546,0.0021897622,0.00065208686,0.0006790104,0.000046796427,0.0010041432],"category_scores_gemma":[0.00015801164,0.00004356177,0.000045343342,0.00051122037,0.0021512138,0.00011499609,0.00012176491,0.00045002814,0.0009670098],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008815991,0.0008357668,0.16042602,0.000031349624,0.000029869496,0.000063005915,0.45245025,0.00007343305,0.12428418,0.009327356,0.10813649,0.14425413],"study_design_scores_gemma":[0.00045393454,0.00006701314,0.51775485,0.0001328147,0.000004399201,0.0000084059775,0.24221732,0.00028865816,0.00014430577,0.00085586257,0.23780672,0.0002656986],"about_ca_topic_score_codex":0.0010709472,"about_ca_topic_score_gemma":0.0015864162,"teacher_disagreement_score":0.35732886,"about_ca_system_score_codex":0.0003977234,"about_ca_system_score_gemma":0.000017844337,"threshold_uncertainty_score":0.9999091},"labels":[],"label_agreement":null},{"id":"W2199703752","doi":"10.5840/envirophil2015111228","title":"Truth, Beauty, and Climate Change","year":2015,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Beauty; Applied philosophy; General interest; Climate change; Contemporary philosophy; Environmental ethics; Philosophy; Aesthetics; Epistemology; Ecology","score_opus":0.5547399900984127,"score_gpt":0.4068207596823811,"score_spread":0.1479192304160316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199703752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72150606,0.0012181823,0.0000021908052,0.01293745,0.00040964317,0.00033610448,0.000060465027,0.00010382751,0.2634261],"genre_scores_gemma":[0.99115986,0.007358534,0.000081686645,0.000717092,0.00055058877,0.000026677419,0.000045583452,0.000009566878,0.000050427916],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992979,0.00010346143,0.00008693504,0.00013247745,0.00019906697,0.00018012573],"domain_scores_gemma":[0.9995753,0.00002750135,0.00003765898,0.00015909428,0.000002621722,0.00019781836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031231766,0.00007158659,0.00007222037,0.000033074753,0.00026885877,0.000031563686,0.00011962003,0.000057562942,0.00041100837],"category_scores_gemma":[0.000016211787,0.00007554851,0.000023673054,0.000043487747,0.00028633408,0.00022931892,0.00012519206,0.00006802661,0.00044466142],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001302484,0.00072306994,0.15401307,0.000037204358,0.000027163347,0.000011314409,0.28136945,0.0000012987738,0.00093528314,0.37209827,0.001083776,0.18956985],"study_design_scores_gemma":[0.0020450943,0.0002808494,0.14410223,0.000064144835,0.000043615917,0.000009177838,0.032946553,0.0000959259,0.00004779195,0.09484334,0.7246996,0.00082162704],"about_ca_topic_score_codex":0.00011735374,"about_ca_topic_score_gemma":0.00006820584,"teacher_disagreement_score":0.7236159,"about_ca_system_score_codex":0.00015509558,"about_ca_system_score_gemma":0.000004146656,"threshold_uncertainty_score":0.57153714},"labels":[],"label_agreement":null},{"id":"W2201047412","doi":"10.1007/s13753-015-0068-z","title":"Public Perceptions and Support of Renewable Energy in North America in the Context of Global Climate Change","year":2015,"lang":"en","type":"article","venue":"International Journal of Disaster Risk Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Renewable energy; Risk perception; Context (archaeology); Natural resource economics; Perception; Climate change mitigation; Natural hazard; Environmental resource management; Energy policy; Global warming; Business; Political science; Geography; Environmental planning; Economics; Psychology; Engineering; Meteorology; Ecology","score_opus":0.304405178070625,"score_gpt":0.42266183648346695,"score_spread":0.11825665841284194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2201047412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98720384,0.00009367682,0.00007300166,0.003951784,0.0002172887,0.000052768937,0.000051223902,0.0000017480095,0.008354698],"genre_scores_gemma":[0.9959107,0.0036072948,0.00010248256,0.00030134738,0.00006432978,0.0000032784906,0.0000029388757,0.0000014641283,0.000006166786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848646,0.00021853403,0.00035963338,0.00007929827,0.0007176858,0.00013838244],"domain_scores_gemma":[0.9987754,0.00007541655,0.00040302624,0.00010929864,0.00055799144,0.00007882418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016504166,0.00004772869,0.00011490996,0.0001823897,0.00006712671,0.000069625334,0.0008426276,0.000021524997,0.000060957478],"category_scores_gemma":[0.0003357897,0.00003603394,0.000035175766,0.0006311866,0.00082013477,0.0007400254,0.00011153667,0.000072934774,0.0000016515719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038252103,0.00016167374,0.83333486,0.0000018185842,0.0000036520867,0.0000020890582,0.121217765,0.00002314926,0.000049002636,0.003197668,0.00009231791,0.041877743],"study_design_scores_gemma":[0.0006930356,0.0001683919,0.7958673,0.000052158168,0.0000075748376,0.000019471549,0.19446766,0.00029358425,0.0000047276308,0.0015928153,0.006748998,0.00008423992],"about_ca_topic_score_codex":0.0070379367,"about_ca_topic_score_gemma":0.10850122,"teacher_disagreement_score":0.10146328,"about_ca_system_score_codex":0.00016502467,"about_ca_system_score_gemma":0.00019496205,"threshold_uncertainty_score":0.9995743},"labels":[],"label_agreement":null},{"id":"W2218445380","doi":"10.1016/j.tree.2015.10.008","title":"Communication of Science Advice to Government","year":2015,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Royal Society of Canada","keywords":"Credibility; Advice (programming); Construct (python library); Government (linguistics); Science communication; Public relations; Science policy; Citizen science; Political science; Psychology; Engineering ethics; Science education; Computer science; Public administration; Engineering; Biology; Law","score_opus":0.31427863885229607,"score_gpt":0.46492827799185826,"score_spread":0.1506496391395622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2218445380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85073566,0.00006545728,0.00003747032,0.005929038,0.00021961016,0.00010045493,0.000005437256,0.000040009832,0.14286683],"genre_scores_gemma":[0.9977319,0.000132916,0.0009412892,0.000105059386,0.000021527836,0.00002495408,0.000008566176,0.000002816316,0.0010309702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989086,0.0002684269,0.000187643,0.00012076115,0.000330305,0.00018429692],"domain_scores_gemma":[0.99925727,0.00006877288,0.00009201004,0.00033510703,0.00014963462,0.000097215474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020763113,0.000044926834,0.000089869354,0.00021164403,0.00022777557,0.0000098753635,0.00044409168,0.00006580828,0.00020913102],"category_scores_gemma":[0.0003806428,0.000051156338,0.00001704729,0.0010924358,0.0006962665,0.00020829034,0.00014465158,0.00007745522,0.00005189969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001602994,0.0008455698,0.5574298,0.000007752349,0.0000072482844,3.6216673e-7,0.22102207,0.00081409246,0.0022790977,0.10385857,0.011148673,0.102426484],"study_design_scores_gemma":[0.0003381777,0.00008921326,0.9532009,0.000013260158,0.0000049417886,4.2581152e-7,0.025718715,0.00060347526,0.00003030421,0.0013705973,0.018548565,0.000081462655],"about_ca_topic_score_codex":0.0024609095,"about_ca_topic_score_gemma":0.087335266,"teacher_disagreement_score":0.39577106,"about_ca_system_score_codex":0.0015500499,"about_ca_system_score_gemma":0.00013005415,"threshold_uncertainty_score":0.9293185},"labels":[],"label_agreement":null},{"id":"W2224416401","doi":"","title":"Climate Change: 'The Greatest Challenge of Our Time'","year":2014,"lang":"en","type":"article","venue":"Alternate routes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Climatology; Environmental science; Geology; Oceanography","score_opus":0.3335495196758057,"score_gpt":0.42579139235204416,"score_spread":0.09224187267623846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2224416401","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38594124,0.0010387164,0.000026662388,0.09436216,0.00089535513,0.000659215,0.000050113576,0.00026929035,0.51675725],"genre_scores_gemma":[0.98507077,0.013103606,0.000045387394,0.00032890402,0.0005803891,0.000029204142,0.000015350373,0.000010956371,0.00081542233],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905646,0.00025732143,0.00015529314,0.00011486737,0.00019692408,0.00021916484],"domain_scores_gemma":[0.9992793,0.00011870424,0.00012560954,0.00034065658,0.000081013095,0.000054667893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081161235,0.00007823743,0.00012006379,0.00003976145,0.00032742348,0.000043352644,0.00046262424,0.000051401745,0.00025194776],"category_scores_gemma":[0.00008182229,0.000060001144,0.000058033835,0.00010852662,0.00009092662,0.0001466042,0.00010201639,0.000078516765,0.00053864816],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003667381,0.00022319132,0.034090344,0.00007043052,0.000038069,0.0000013130359,0.116123416,0.0000029052223,0.00063439365,0.1338192,0.0015334111,0.71342665],"study_design_scores_gemma":[0.0012407632,0.0003350458,0.0505856,0.00038093887,0.00009996642,0.0000038056753,0.01943146,0.0036297562,0.00037316373,0.012093294,0.9110729,0.00075331435],"about_ca_topic_score_codex":0.0022319728,"about_ca_topic_score_gemma":0.001784022,"teacher_disagreement_score":0.90953946,"about_ca_system_score_codex":0.000024352776,"about_ca_system_score_gemma":0.000006496009,"threshold_uncertainty_score":0.6923412},"labels":[],"label_agreement":null},{"id":"W2225158406","doi":"10.1038/nclimate2782","title":"Patterns of authorship in the IPCC Working Group III report","year":2015,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":212,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Agence Nationale de la Recherche; Biodiversa+","keywords":"Viewpoints; Dominance (genetics); Discipline; Climate change; Political science; Regional science; Public relations; Sociology; Social science; Ecology","score_opus":0.6141800978888744,"score_gpt":0.48349336506958396,"score_spread":0.13068673281929044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225158406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8866084,0.0017339493,0.000009153957,0.017334718,0.0012519361,0.00073196867,0.000026653695,0.00009834197,0.09220485],"genre_scores_gemma":[0.99483865,0.003160379,0.000043633663,0.0010268298,0.0006501895,0.00006929553,0.00012210231,0.000010817275,0.0000780752],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982684,0.0005071357,0.00027182413,0.00017489628,0.00047297598,0.00030472822],"domain_scores_gemma":[0.99899614,0.00017265578,0.0002054415,0.00043818317,0.00010404344,0.00008354114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004250679,0.00009917165,0.00016131412,0.000117088246,0.00018717493,0.00005337254,0.0005264824,0.00035709696,0.00016773856],"category_scores_gemma":[0.00029538764,0.000076962046,0.000062888685,0.00044487725,0.00007466591,0.0001616488,0.00010125586,0.0005563368,0.000015324495],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007488539,0.00023300563,0.3535555,0.00006475199,0.0000069553867,0.00006457925,0.5718858,2.6618437e-7,0.00007976833,0.05198759,0.0011646692,0.020882223],"study_design_scores_gemma":[0.0011758636,0.00009269417,0.3790699,0.0005800567,0.000036499987,0.000033968085,0.2255455,0.00003829536,0.000018469893,0.0040968205,0.38884887,0.00046307355],"about_ca_topic_score_codex":0.0017336167,"about_ca_topic_score_gemma":0.03267516,"teacher_disagreement_score":0.3876842,"about_ca_system_score_codex":0.000117335476,"about_ca_system_score_gemma":0.000020709595,"threshold_uncertainty_score":0.984976},"labels":[],"label_agreement":null},{"id":"W2229624457","doi":"10.1073/pnas.1508896113","title":"Using decision pathway surveys to inform climate engineering policy choices","year":2016,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Corporate governance; Context (archaeology); Bridge (graph theory); Management science; Knowledge management; Political science; Engineering ethics; Computer science; Engineering; Geography; Economics; Management","score_opus":0.41494829521617255,"score_gpt":0.4721269187851098,"score_spread":0.05717862356893727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229624457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96450907,0.000028086923,0.000025537953,0.009853548,0.000037213602,0.00018824633,0.000027790247,0.000025730164,0.02530479],"genre_scores_gemma":[0.99706,0.00036813226,0.0021914244,0.0001742979,0.00011909578,0.0000039523484,5.07023e-8,0.000003023598,0.000080011014],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99848646,0.000013098955,0.0002536478,0.00012275686,0.0009445791,0.00017943472],"domain_scores_gemma":[0.99908674,0.00030518384,0.00023143593,0.000010606499,0.00030711046,0.000058950565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004359756,0.00006227712,0.00009359235,0.0002695768,0.0005119601,0.000039933067,0.0008179365,0.00006667005,0.000065913606],"category_scores_gemma":[0.0022171603,0.00003770355,0.00004996898,0.0011024304,0.0003823327,0.00066103914,0.00020619074,0.000054357228,0.000006782074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000117607115,0.000029905792,0.019450584,0.000033547803,0.000006071703,1.2820278e-9,0.004253757,0.00013575416,0.47986886,0.44515854,0.00006846178,0.050982744],"study_design_scores_gemma":[0.00064132496,0.00010001109,0.79279584,0.001538778,0.000014546899,0.0000042477222,0.0035902795,0.0018035483,0.093452804,0.055108104,0.050386157,0.0005643565],"about_ca_topic_score_codex":0.00011345331,"about_ca_topic_score_gemma":0.000006953766,"teacher_disagreement_score":0.77334523,"about_ca_system_score_codex":0.00011344906,"about_ca_system_score_gemma":0.00004522635,"threshold_uncertainty_score":0.39376348},"labels":[],"label_agreement":null},{"id":"W2231498051","doi":"","title":"Mapping Emergence: Network Analysis of Climate Change Media Coverage","year":2007,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Representation (politics); Agency (philosophy); Climate change; Content analysis; Network analysis; Data science; Coding (social sciences); Social network analysis; Computer science; Political science; Sociology; Social media; Social science; Ecology; Politics","score_opus":0.3220212293557268,"score_gpt":0.47877602999990726,"score_spread":0.15675480064418046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2231498051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6407581,0.0005384578,0.020833846,0.0021481034,0.0017392217,0.000709338,0.00017224856,0.00024633814,0.33285433],"genre_scores_gemma":[0.9813556,0.016739033,0.0010105524,0.0002538193,0.00022617413,0.000022470951,0.00033038182,0.000007709681,0.000054233777],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998445,0.00023370306,0.0004021315,0.0001630745,0.00038663077,0.00036948523],"domain_scores_gemma":[0.99889666,0.0002541015,0.000226043,0.0002764458,0.00024024285,0.00010649447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024320607,0.00010459691,0.00025327443,0.00031830795,0.0003123714,0.000036404548,0.00028191495,0.000111315385,0.0043214317],"category_scores_gemma":[0.000059538816,0.00009789995,0.00014300994,0.0027193422,0.00011162852,0.00013807224,0.000060187635,0.00016950944,0.000018479665],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044787943,0.00034710334,0.40536472,0.000030166007,0.0006358208,0.0000075226444,0.11956568,0.00024854843,0.00091653195,0.049398188,0.0012810937,0.42215985],"study_design_scores_gemma":[0.0002291427,0.0000352072,0.821534,0.00011989572,0.00027342507,1.8156584e-7,0.08263042,0.0031463713,0.000018406088,0.00053795666,0.0911821,0.0002929191],"about_ca_topic_score_codex":0.0028718598,"about_ca_topic_score_gemma":0.035081822,"teacher_disagreement_score":0.42186692,"about_ca_system_score_codex":0.00018439651,"about_ca_system_score_gemma":0.0000533886,"threshold_uncertainty_score":0.99658877},"labels":[],"label_agreement":null},{"id":"W2236510962","doi":"","title":"The Global Climate Change Experience","year":2015,"lang":"en","type":"article","venue":"˜The œjournal of ecocriticism","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Global warming; Anxiety; Rendering (computer graphics); ALARM; Psychology; Environmental ethics; Political science; Computer science; Ecology; Philosophy; Engineering; Artificial intelligence","score_opus":0.5533836060921966,"score_gpt":0.4883502207222484,"score_spread":0.06503338536994824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236510962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6515175,0.008362696,0.0003011735,0.092443295,0.0053174407,0.00052143843,0.00002555006,0.00006967027,0.24144125],"genre_scores_gemma":[0.9896414,0.008352274,0.000052069194,0.0011360666,0.0007161416,0.000007246212,5.050502e-7,0.0000044293242,0.00008983545],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986231,0.00041265468,0.0002612579,0.000047538182,0.0003906371,0.00026483287],"domain_scores_gemma":[0.998831,0.00024914244,0.00015558254,0.00023280323,0.0003692419,0.00016223108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022335453,0.000062296764,0.00009274542,0.000018127152,0.0008668117,0.00012805815,0.000739811,0.000041410647,0.00008784493],"category_scores_gemma":[0.0002256504,0.00003699527,0.00006210877,0.00017630836,0.0004010771,0.00025958213,0.00008642782,0.00013560118,0.00007677816],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028289313,0.0002441642,0.021999497,0.000014717284,0.000034518383,0.000026169313,0.5936274,0.000007943896,0.000075186545,0.22481322,0.016215269,0.14265901],"study_design_scores_gemma":[0.000496661,0.00013366343,0.011660467,0.0000662409,0.00003515846,0.00009032827,0.26226345,0.00013701686,0.0000053297813,0.024951044,0.6999977,0.00016290596],"about_ca_topic_score_codex":0.00040993578,"about_ca_topic_score_gemma":0.005487115,"teacher_disagreement_score":0.68378246,"about_ca_system_score_codex":0.00016372593,"about_ca_system_score_gemma":0.000065830674,"threshold_uncertainty_score":0.6666903},"labels":[],"label_agreement":null},{"id":"W2237465231","doi":"10.1177/0270467615622845","title":"Climate Change Imaginaries? Examining Expectation Narratives in Cli-Fi Novels","year":2016,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Performative utterance; Framing (construction); Climate change; Narrative; Sociology; The Imaginary; Climate science; Epistemology; Aesthetics; History; Psychology; Literature; Ecology; Philosophy; Art","score_opus":0.2850279904162978,"score_gpt":0.4191545044196262,"score_spread":0.13412651400332842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2237465231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91317236,0.00023635161,0.00010977369,0.07441152,0.00015368094,0.00031233084,0.000007970756,0.00019624672,0.011399759],"genre_scores_gemma":[0.98912096,0.00614871,0.0041730795,0.00030264468,0.000045477416,0.00009875533,0.0000013942453,0.000007453871,0.000101553516],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99845076,0.00008903089,0.0002835816,0.0003419937,0.00035700612,0.0004776534],"domain_scores_gemma":[0.9989883,0.00015301324,0.00022392538,0.00034211113,0.00023854472,0.00005415857],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021195398,0.00010341431,0.00017578882,0.00028906748,0.00080760906,0.000032219505,0.0007710624,0.00018393634,0.00059987],"category_scores_gemma":[0.00043515247,0.000089288886,0.000052532203,0.0016136914,0.008864364,0.00026262057,0.0002598686,0.00014532835,0.00006216552],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020356767,0.00022303511,0.083134025,0.000026961703,0.0000060017705,0.0000012754185,0.47927928,2.7747345e-7,0.19481985,0.07084708,0.000966813,0.17067505],"study_design_scores_gemma":[0.0009981348,0.00015956,0.11718324,0.00042812552,0.000006620817,0.0000029587786,0.7914806,0.000014514981,0.0040186653,0.0048147044,0.08047826,0.0004146129],"about_ca_topic_score_codex":0.00021201695,"about_ca_topic_score_gemma":0.00026314345,"teacher_disagreement_score":0.31220132,"about_ca_system_score_codex":0.00024923083,"about_ca_system_score_gemma":0.00008908588,"threshold_uncertainty_score":0.99383295},"labels":[],"label_agreement":null},{"id":"W2247108549","doi":"10.1126/science.350.6257.143","title":"In Canada, science campaigns for attention from voters","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prime minister; Prime (order theory); Political science; Political economy; Sociology; Law; Politics; Mathematics","score_opus":0.5838756811007306,"score_gpt":0.4841434758043165,"score_spread":0.09973220529641413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2247108549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831595,0.000026998516,0.00018011701,0.004692276,0.00091120176,0.00019312087,0.00001494007,0.000014146225,0.010807744],"genre_scores_gemma":[0.9986109,0.00004192363,0.00057354575,0.00048446964,0.00006255324,0.000014499015,0.0000035439418,0.0000018655616,0.00020668926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987229,0.000038965587,0.0001013602,0.0002078028,0.0006281391,0.000300847],"domain_scores_gemma":[0.9992492,0.00006128122,0.00004359705,0.00020676438,0.00023685965,0.00020225813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022775945,0.000039321312,0.000052614952,0.00011520315,0.0006115769,0.000112737696,0.0007362329,0.000015107718,0.00006848288],"category_scores_gemma":[0.00063586567,0.000039750263,0.000010943948,0.0011083519,0.0010688158,0.00073620107,0.00007147937,0.000043180476,0.000018009796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008617815,0.00020419998,0.38994166,0.000015746826,0.0000034718746,0.000004809316,0.33692312,0.00023699134,0.11933697,0.035727452,0.009875712,0.10764367],"study_design_scores_gemma":[0.0010328194,0.00005943008,0.5248276,0.00006744356,0.0000068369845,7.1848956e-7,0.27857128,0.007603186,0.00094611966,0.01353093,0.17281824,0.00053538755],"about_ca_topic_score_codex":0.915396,"about_ca_topic_score_gemma":0.99071485,"teacher_disagreement_score":0.16294253,"about_ca_system_score_codex":0.0018945016,"about_ca_system_score_gemma":0.00564028,"threshold_uncertainty_score":0.99999684},"labels":[],"label_agreement":null},{"id":"W2251676337","doi":"10.1080/14747731.2015.1040282","title":"Action, Technology, and the Homogenisation of Place: Why Climate Change is Antithetical to Political Action","year":2015,"lang":"en","type":"article","venue":"Globalizations","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Metaphysics; Action (physics); Plural; Object (grammar); Humanity; Epistemology; Climate change; Collective action; Environmental ethics; Sociology; Political science; Law; Philosophy; Ecology","score_opus":0.5245387631156169,"score_gpt":0.49285134009469395,"score_spread":0.03168742302092292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2251676337","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3394392,0.00046474574,0.009119242,0.55992645,0.00074746564,0.0019033721,0.00028383374,0.00041519533,0.0877005],"genre_scores_gemma":[0.99606335,0.0014569737,0.00028440222,0.0019202821,0.000117566386,0.000058187914,0.00003250573,0.0000055867213,0.00006114872],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915123,0.00018961726,0.00015535836,0.00011199483,0.0002043035,0.00018747213],"domain_scores_gemma":[0.99927646,0.00004973628,0.00005725562,0.00021387919,0.00027959642,0.00012308876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048741468,0.000059070037,0.00009460343,0.00013676731,0.00043079304,0.000049388353,0.00014545502,0.00010819895,0.00013508156],"category_scores_gemma":[0.00036276336,0.000049836704,0.000025675023,0.0008021553,0.00054758316,0.00015587696,0.00008046295,0.000056237248,0.000041246127],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029940067,0.000039069582,0.005989366,0.0000064527017,0.0000049074065,4.7116576e-8,0.011951908,0.0000022792003,0.000026306601,0.9749521,0.0037422494,0.0032553826],"study_design_scores_gemma":[0.0019937023,0.000117040196,0.014641378,0.00007293238,0.00013711232,0.00001532764,0.13804726,0.0016256203,0.000185319,0.06795331,0.77487123,0.00033974354],"about_ca_topic_score_codex":0.0011807317,"about_ca_topic_score_gemma":0.0030521504,"teacher_disagreement_score":0.90699875,"about_ca_system_score_codex":0.00011067558,"about_ca_system_score_gemma":0.000048740418,"threshold_uncertainty_score":0.3313355},"labels":[],"label_agreement":null},{"id":"W2252592691","doi":"10.3197/096327114x13947900181077","title":"Representing Global Public Concern: A Critical Analysis of the Danish Participatory Experiment on Climate Change","year":2015,"lang":"en","type":"article","venue":"Environmental Values","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Climate change; Negotiation; United Nations Framework Convention on Climate Change; Political science; Publics; Convention; Global warming; Citizen journalism; Corporate governance; Power (physics); Danish; Sociology; Environmental ethics; Public relations; Politics; Law; Ecology; Business","score_opus":0.7567733988270012,"score_gpt":0.5130056919126393,"score_spread":0.2437677069143619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252592691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761787,0.00033369733,0.0000037065481,0.0028541663,0.0001922203,0.0001602788,0.000057869773,0.000027682265,0.020191668],"genre_scores_gemma":[0.99891305,0.00045169587,0.000031197258,0.00039222886,0.00009879833,0.00004631834,0.000018579258,0.000004672034,0.000043453954],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841136,0.0005277846,0.00018052827,0.00016603032,0.0004847029,0.00022960498],"domain_scores_gemma":[0.9993069,0.0000815908,0.000082731574,0.00038446867,0.00001083112,0.00013344223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067915564,0.00007377523,0.00013258954,0.000029702822,0.00033718758,0.000044489443,0.0002822049,0.00005071984,0.0008224217],"category_scores_gemma":[0.0001681371,0.00006134668,0.00012140003,0.00023684891,0.0006179887,0.00014900415,0.00023297031,0.0000580676,0.000048609676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025896052,0.0005553633,0.88416636,0.0000055711275,0.00011350111,0.0000010666761,0.088442035,0.000016141434,0.0007427538,0.02060813,0.00043899406,0.004884197],"study_design_scores_gemma":[0.00041327,0.0001042423,0.83022285,0.000039469516,0.00036894588,4.5024586e-7,0.14751826,0.0012140841,0.0006201684,0.0006919,0.018530797,0.00027556412],"about_ca_topic_score_codex":0.0003766829,"about_ca_topic_score_gemma":0.0002966651,"teacher_disagreement_score":0.059076224,"about_ca_system_score_codex":0.0003249886,"about_ca_system_score_gemma":0.000012965058,"threshold_uncertainty_score":0.9004941},"labels":[],"label_agreement":null},{"id":"W2254181063","doi":"10.1126/science.aab1495","title":"Stakeholders in climate science: Beyond lip service?","year":2015,"lang":"en","type":"article","venue":"Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; U.S. Department of State","keywords":"Coproduction; Service (business); Business; Climate science; Knowledge management; Public relations; Climate change; Political science; Computer science; Marketing; Geology; Oceanography","score_opus":0.7748603029404174,"score_gpt":0.5128813754431162,"score_spread":0.26197892749730123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254181063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7096843,0.000052547293,0.0000052690375,0.0089540295,0.0005057816,0.00015369688,0.0000033477872,0.000064289976,0.2805767],"genre_scores_gemma":[0.9971211,0.00083914277,0.00040916642,0.0013936776,0.00006170373,0.000009781208,0.000002193141,0.000003919341,0.00015934237],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99782217,0.00008225361,0.0001525486,0.00030316057,0.0010540764,0.0005858012],"domain_scores_gemma":[0.99874,0.000036599336,0.000058120488,0.00039428167,0.00042552815,0.00034547888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007378041,0.0000661921,0.00007828438,0.0003608958,0.0011033928,0.00033826364,0.0013180404,0.000037319274,0.00019649102],"category_scores_gemma":[0.0005013657,0.00006530052,0.00001426481,0.004712623,0.0027019177,0.0013159434,0.00027330956,0.00012207248,0.00031394063],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003569562,0.0002889781,0.09403896,0.000026071839,0.000001166429,0.0000054473394,0.6772702,0.00016994045,0.01526207,0.10658935,0.00080962514,0.1055025],"study_design_scores_gemma":[0.0012582372,0.000100676894,0.2033618,0.00010802032,0.0000065764834,0.000004581656,0.42275193,0.0040464015,0.00053130434,0.013495058,0.35355973,0.0007756924],"about_ca_topic_score_codex":0.0017824855,"about_ca_topic_score_gemma":0.0173289,"teacher_disagreement_score":0.3527501,"about_ca_system_score_codex":0.00051479024,"about_ca_system_score_gemma":0.0014382197,"threshold_uncertainty_score":0.9955328},"labels":[],"label_agreement":null},{"id":"W2254708214","doi":"10.1088/1748-9326/10/12/124009","title":"Environmental risk perception from visual cues: the psychophysics of tornado risk perception","year":2015,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Tornado; Risk perception; Perception; Psychology; Storm; Poison control; Computer science; Cognitive psychology; Meteorology; Geography","score_opus":0.2998004457219084,"score_gpt":0.4559850260232678,"score_spread":0.1561845803013594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254708214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994568,0.00013728095,0.00016866258,0.002893005,0.00018523881,0.0004667194,0.00024635706,0.000028746606,0.0013059697],"genre_scores_gemma":[0.98482513,0.013525812,0.00023069105,0.00032759132,0.00055646326,0.000048961825,0.00026002986,0.000025513651,0.0001997799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99463904,0.002702622,0.00028059038,0.000345808,0.0016005788,0.0004313465],"domain_scores_gemma":[0.9986671,0.00036363973,0.00017486085,0.00054417294,0.000011636428,0.00023855446],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025342752,0.00015586996,0.00015049436,0.00009505034,0.0010853622,0.00008830713,0.0005992557,0.00012061957,0.0036143647],"category_scores_gemma":[0.00013113003,0.0001354175,0.0001294139,0.00016074679,0.0017940778,0.0003624974,0.00023657153,0.00067393034,0.0015375251],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028808898,0.0009081066,0.28432184,0.0000052280143,0.000066556146,0.0000020959706,0.20253664,0.00012582522,0.25802642,0.00002452215,0.011595102,0.24209957],"study_design_scores_gemma":[0.0007284135,0.00017806712,0.7824652,0.00001888907,0.000033963544,4.797875e-7,0.1794425,0.00057621114,0.000120631164,0.00055125396,0.03564355,0.00024081404],"about_ca_topic_score_codex":0.0076202783,"about_ca_topic_score_gemma":0.00073566975,"teacher_disagreement_score":0.49814337,"about_ca_system_score_codex":0.0011714953,"about_ca_system_score_gemma":0.000027060109,"threshold_uncertainty_score":0.9992399},"labels":[],"label_agreement":null},{"id":"W2257873110","doi":"10.29333/ojcmt/2409","title":"Climate Change in Four News Magazines: 1989-2009","year":2013,"lang":"en","type":"article","venue":"Online Journal of Communication and Media Technologies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Theme (computing); Politics; Period (music); Global warming; History; Frame (networking); Thematic structure; Thematic analysis; Political science; Geography; Media studies; Social science; Sociology; Art; Qualitative research; Ecology; Aesthetics; Law; Engineering","score_opus":0.32141808684064355,"score_gpt":0.4287325352334378,"score_spread":0.10731444839279425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2257873110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8114751,0.01110512,0.000015305457,0.17092545,0.00017035086,0.00039889352,0.000013044383,0.00019544641,0.005701295],"genre_scores_gemma":[0.61910444,0.37699434,0.0035351596,0.0002650161,0.000048517755,0.000017485938,0.000009736778,0.000005247619,0.0000200523],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989038,0.00022885461,0.00042114852,0.000069295565,0.00018876248,0.00018815637],"domain_scores_gemma":[0.9986174,0.000295999,0.0003528868,0.00042092192,0.000256701,0.0000561033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006946511,0.000089575326,0.00020671102,0.00035960652,0.00017838921,0.00006987022,0.0007255149,0.0001664298,0.00015424975],"category_scores_gemma":[0.0008468056,0.00007648583,0.000044179058,0.00036445403,0.0003528785,0.0005554743,0.00021830917,0.00039474986,0.00001961569],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011265604,0.00012506644,0.022668097,0.000010607573,0.0000042273173,0.0000010599971,0.013300639,3.3775746e-7,0.00023646675,0.004830598,0.00076856866,0.95804304],"study_design_scores_gemma":[0.001677731,0.00015967431,0.39845622,0.00087015843,0.000032943924,0.000038635786,0.2717165,0.000356252,0.000047085712,0.0227715,0.3034588,0.00041447222],"about_ca_topic_score_codex":0.00061865867,"about_ca_topic_score_gemma":0.012948042,"teacher_disagreement_score":0.9576286,"about_ca_system_score_codex":0.000060648257,"about_ca_system_score_gemma":0.000033079912,"threshold_uncertainty_score":0.72253114},"labels":[],"label_agreement":null},{"id":"W2267732457","doi":"10.1371/journal.pone.0160393","title":"Climate Change Research in View of Bibliometrics","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":330,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Bibliometrics; Climate change; Citation; Vulnerability (computing); Citation impact; Citation analysis; Global warming; Geography; Regional science; Environmental resource management; Social science; Physical geography; Library science; Environmental science; Sociology; Ecology; Computer science; Biology","score_opus":0.9395803217396376,"score_gpt":0.5683623800209383,"score_spread":0.37121794171869926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2267732457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9190328,0.0010484436,0.0000015862473,0.015515855,0.000029072231,0.00036504236,0.00002221974,0.000031887175,0.063953094],"genre_scores_gemma":[0.7995366,0.2000209,0.00011625347,0.00005248142,0.00007888112,0.00004507559,0.000002186399,0.0000044227404,0.00014324689],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986269,0.00039962304,0.00013812445,0.000087156055,0.0005191171,0.00022909902],"domain_scores_gemma":[0.9990195,0.00044566378,0.00003959185,0.00022455775,0.00021965883,0.000051021336],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026758253,0.000030710708,0.00010281128,0.0023869302,0.000115315415,0.000016365157,0.0002547853,0.000057911093,0.0010725152],"category_scores_gemma":[0.00041052588,0.000024232615,0.000016352134,0.0075841937,0.00017703533,0.00016647067,0.00010060444,0.00007297897,0.00026377218],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040756146,0.0026943681,0.1947254,0.00034444567,0.000014130942,0.0000014132927,0.03444495,5.7822764e-9,0.027651677,0.02732956,0.000261432,0.71249187],"study_design_scores_gemma":[0.0031296024,0.00065216084,0.81112975,0.011683067,0.000055879354,3.6822144e-7,0.02392619,0.00006272225,0.0079662055,0.016178645,0.12433693,0.00087846164],"about_ca_topic_score_codex":0.0006979088,"about_ca_topic_score_gemma":0.0026752918,"teacher_disagreement_score":0.7116134,"about_ca_system_score_codex":0.0000817425,"about_ca_system_score_gemma":0.000016585142,"threshold_uncertainty_score":0.9998406},"labels":[],"label_agreement":null},{"id":"W2276168327","doi":"10.5623/cig2012-006","title":"Towards a Framework for Designing Spatial and Non-Spatial Visualizations for Communicating Climate Change Risks","year":2012,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Allison University","funders":"Mount Allison University","keywords":"Flooding (psychology); Risk perception; Vulnerability (computing); Climate change; Perception; Limiting; Computer science; Coastal flood; Risk analysis (engineering); Environmental resource management; Psychology; Computer security; Sea level rise; Business; Engineering; Environmental science","score_opus":0.5719927761233653,"score_gpt":0.5168958418885945,"score_spread":0.0550969342347708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276168327","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037998985,0.00043430077,0.9482977,0.004683709,0.00041872697,0.0026402487,0.00015778039,0.00018307335,0.005185508],"genre_scores_gemma":[0.8987056,0.0016794752,0.097235896,0.00042537137,0.0007348877,0.0010555016,0.00012866809,0.00002444185,0.0000101802625],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998769,0.00020589048,0.0002667035,0.00012684453,0.00015194045,0.0004796077],"domain_scores_gemma":[0.99818903,0.0010237488,0.00017541324,0.00032995062,0.0001290996,0.00015277414],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014769583,0.00011690742,0.00018752771,0.00006535269,0.001709697,0.00012525864,0.000266939,0.00016173253,0.00015904411],"category_scores_gemma":[0.0009050853,0.00012281307,0.00006856811,0.00012933827,0.00015642452,0.0002630481,0.0001446767,0.00009996695,0.000015760277],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007348153,0.00029154553,0.020437853,0.0003820928,0.000039172,5.588162e-8,0.37555915,0.0000018142115,0.00026643925,0.15304795,0.00029413312,0.4496063],"study_design_scores_gemma":[0.0062577766,0.0010450226,0.3027607,0.0030310333,0.00097617286,0.0000075490525,0.20482136,0.14669576,0.0006668316,0.122257516,0.20794088,0.0035394146],"about_ca_topic_score_codex":0.0022866107,"about_ca_topic_score_gemma":0.0021897235,"teacher_disagreement_score":0.86070657,"about_ca_system_score_codex":0.00005902488,"about_ca_system_score_gemma":0.000027206454,"threshold_uncertainty_score":0.9995899},"labels":[],"label_agreement":null},{"id":"W2278624889","doi":"10.22230/cjc.2016v41n1a2777","title":"Managing Dissent: Energy Pipelines and “New Right” Politics in Canada","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Elite; Framing (construction); Dissent; Politics; Public discourse; Hegemony; Discourse analysis; Civil discourse; Political science; Sociology; Critical discourse analysis; Public relations; Media studies; Public administration; Law; Ideology; Engineering","score_opus":0.18072167420867968,"score_gpt":0.3532179821246888,"score_spread":0.17249630791600912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278624889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4914798,0.012575418,0.00080139475,0.42496118,0.00057355507,0.000157256,0.00002727941,0.000013535816,0.06941058],"genre_scores_gemma":[0.98338217,0.015367524,0.00013278196,0.00036088974,0.000077118035,6.762925e-7,0.0000034639152,0.000004885933,0.00067051017],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921924,0.00023127155,0.00023636762,0.000041029274,0.00010787657,0.00016418773],"domain_scores_gemma":[0.99893713,0.00018325695,0.0001368829,0.0002399508,0.00011913972,0.00038365126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030570946,0.000048057544,0.00008984657,0.00015848363,0.00026476223,0.000039152234,0.0003850329,0.00003244924,0.000288448],"category_scores_gemma":[0.00014072956,0.000039836872,0.000016817901,0.00012755522,0.00012049376,0.00019674638,0.000017852988,0.00007512641,0.0000013413274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013466709,0.000018297118,0.12288761,0.000010542864,0.000021917724,0.000020292113,0.027644433,0.000013587343,0.00015522819,0.29351094,0.020413699,0.53528994],"study_design_scores_gemma":[0.00039604597,0.000010071816,0.04760704,0.00029474817,0.000009597419,0.000013382414,0.009036539,0.000048867267,0.000025024174,0.03012608,0.9122928,0.00013985528],"about_ca_topic_score_codex":0.992123,"about_ca_topic_score_gemma":0.99991196,"teacher_disagreement_score":0.891879,"about_ca_system_score_codex":0.0009045122,"about_ca_system_score_gemma":0.0029774935,"threshold_uncertainty_score":0.52819455},"labels":[],"label_agreement":null},{"id":"W2282147521","doi":"10.1371/journal.pone.0159774","title":"The Distribution of Climate Change Public Opinion in Canada","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; University of California, Santa Barbara; Energy Foundation; Skoll Foundation; Fonds de Recherche du Québec-Société et Culture; Ministère des relations internationales et de la Francophonie; Grantham Foundation for the Protection of the Environment","keywords":"Public opinion; Climate change; Distribution (mathematics); Geography; Political science; Biology; Ecology; Politics; Mathematics; Law","score_opus":0.5817741858253945,"score_gpt":0.3843327771303076,"score_spread":0.19744140869508692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282147521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92270464,0.00028405272,0.00000387253,0.069452465,0.00014579206,0.00027106606,0.00011880288,0.00001856325,0.007000752],"genre_scores_gemma":[0.9497751,0.05000389,0.0000041853223,0.00004188854,0.00007654582,0.00003464328,0.00002733929,0.000002116414,0.00003431864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933773,0.00014377036,0.00010877296,0.00005044748,0.0002061923,0.00015308645],"domain_scores_gemma":[0.99952936,0.00015923734,0.000058184323,0.00014851573,0.00007028228,0.000034435583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040629818,0.000027613973,0.000054915447,0.000012816675,0.00019217312,0.000012660787,0.00016214396,0.000022096267,0.00014796136],"category_scores_gemma":[0.00020136156,0.000017838129,0.00000990537,0.00013340969,0.000068067195,0.000106323605,0.000037527443,0.000030176207,0.000011685064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004122969,0.00057703356,0.5334981,0.00008340916,0.000023779556,2.098469e-7,0.00984665,3.6529602e-8,0.0020504987,0.08377641,0.0009430299,0.3691596],"study_design_scores_gemma":[0.00063726294,0.000042156866,0.8505054,0.00070565287,0.000011349047,9.761179e-8,0.011291689,0.00009752299,0.00029672464,0.0011216025,0.1350679,0.00022259874],"about_ca_topic_score_codex":0.60097337,"about_ca_topic_score_gemma":0.98273754,"teacher_disagreement_score":0.38176414,"about_ca_system_score_codex":0.0003911765,"about_ca_system_score_gemma":0.00012462448,"threshold_uncertainty_score":0.40168378},"labels":[],"label_agreement":null},{"id":"W2285383360","doi":"10.1177/1609406915621409","title":"Of Research Pings and Ping–Pong Balls","year":2015,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Global Institute for Water Security; University of Saskatchewan","funders":"","keywords":"Salient; Ping pong; Public relations; Focus group; Data collection; Focus (optics); Psychology; Computer science; Political science; Business; Sociology; Marketing; Simulation","score_opus":0.9859653312512692,"score_gpt":0.8240585384588917,"score_spread":0.16190679279237752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285383360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7575228,0.0023972162,0.075311236,0.068829305,0.002087405,0.00024380034,0.000022391481,0.000020572561,0.093565255],"genre_scores_gemma":[0.8096107,0.0020095299,0.1868638,0.00023412345,0.00044015967,0.0000031571492,0.0000031294271,0.000008688177,0.0008267142],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9902347,0.008355966,0.0003886845,0.000063763946,0.00085627194,0.00010066735],"domain_scores_gemma":[0.99277997,0.003206575,0.00033927633,0.00006961786,0.0034850661,0.00011950544],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04007224,0.00004340115,0.00014353308,0.00032047223,0.000084691485,0.000044736724,0.00041317535,0.000046105404,0.00014772535],"category_scores_gemma":[0.008186747,0.000038948372,0.000051491475,0.00019990803,0.0007238468,0.00027759455,0.00009213152,0.000218083,0.0000034998495],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011824647,0.00006274639,0.00069353427,0.0000060680245,0.00005966176,0.000002261964,0.81431514,0.000002339528,0.0027689405,0.14479157,0.00096131745,0.03621818],"study_design_scores_gemma":[0.00067897164,0.00019556905,0.002357299,0.00016892274,0.000009827101,0.0000118629605,0.7150702,0.00004496639,0.0007113749,0.1145076,0.16615583,0.000087597065],"about_ca_topic_score_codex":0.00047755468,"about_ca_topic_score_gemma":0.0001409682,"teacher_disagreement_score":0.16519451,"about_ca_system_score_codex":0.00016767536,"about_ca_system_score_gemma":0.0001765196,"threshold_uncertainty_score":0.9884476},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2285446236","doi":"10.21810/strm.v5i1.78","title":"Environmental infomediaries in the Risk Society: The behavioral impact of online environmental information and communication strategies","year":2014,"lang":"en","type":"article","venue":"Stream Interdisciplinary Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Marketing; The Internet; Business; Environmental economics; Computer science; Economics; World Wide Web","score_opus":0.07600577859664659,"score_gpt":0.40976326609566566,"score_spread":0.33375748749901907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285446236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942038,0.0009272672,0.00010165197,0.0032884395,0.00002673492,0.00019735172,0.000057314766,0.000005504487,0.0011919021],"genre_scores_gemma":[0.9732365,0.026099553,0.00038957634,0.000037414953,0.00003511827,0.000007710899,0.00018491753,0.000004853402,0.000004372732],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975491,0.0013727709,0.0005961734,0.000047260208,0.00031651347,0.0001181694],"domain_scores_gemma":[0.99778074,0.0006180939,0.0008969162,0.0006271998,0.00003896288,0.000038069662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022583322,0.00010765065,0.00016240728,0.00008726282,0.00079191895,0.00013437486,0.0010174428,0.0000842606,0.00006982049],"category_scores_gemma":[0.000042609667,0.00006837184,0.00015977239,0.00011879011,0.0010842416,0.0012910295,0.0004295715,0.00050102174,0.0000023043983],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015417862,0.00071618304,0.07921861,0.000010634125,0.00006067794,1.59203e-7,0.7241745,0.00036723336,0.00030494668,0.0015870273,0.00039257813,0.19301325],"study_design_scores_gemma":[0.00044489582,0.00030296235,0.5564361,0.000066709814,0.000049690738,0.00001651179,0.4349484,0.0007863218,0.0000047063772,0.0047434294,0.0021171584,0.000083044586],"about_ca_topic_score_codex":0.00060806563,"about_ca_topic_score_gemma":0.0023468244,"teacher_disagreement_score":0.47721753,"about_ca_system_score_codex":0.00018570301,"about_ca_system_score_gemma":0.00006172199,"threshold_uncertainty_score":0.60908806},"labels":[],"label_agreement":null},{"id":"W2286756481","doi":"10.1089/eco.2013.0049","title":"Does Ecopsychology Need to Be Revisioned?","year":2014,"lang":"en","type":"article","venue":"Ecopsychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"Vancouver Island University","keywords":"Humanism; Download; Psychology; Sociology; Environmental ethics; Philosophy; World Wide Web; Computer science","score_opus":0.3714132980275139,"score_gpt":0.504592094827449,"score_spread":0.13317879679993516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286756481","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3361138,0.00003412294,0.000604484,0.2395831,0.0032398135,0.0003399999,0.000008366382,0.00021519761,0.4198611],"genre_scores_gemma":[0.94115555,0.001377084,0.0017448063,0.04523362,0.0009806623,0.000068358575,0.00003882644,0.000025095102,0.009375981],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817497,0.0007296901,0.00024964486,0.00033661933,0.00013619424,0.00037288797],"domain_scores_gemma":[0.99870616,0.00023306636,0.000080529186,0.00067926425,0.00008955428,0.00021140417],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012321936,0.00011006397,0.00019850563,0.00015560004,0.00043173315,0.000043502383,0.00055300427,0.00021043536,0.012444468],"category_scores_gemma":[0.00044780874,0.000084255094,0.0000630871,0.00032341914,0.00020318749,0.000087076296,0.00007809111,0.00016758747,0.0028255205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012562156,0.00028606446,0.0068406304,0.000011878711,0.00001952526,0.0000022129807,0.053926937,0.0000038038309,0.00249977,0.08962195,0.26727894,0.57938266],"study_design_scores_gemma":[0.0002737645,0.000084842,0.032500856,0.0000075941684,0.000004014275,0.0000017048145,0.0022535827,0.000006399914,0.00000501852,0.0029397001,0.9617859,0.00013661291],"about_ca_topic_score_codex":0.00026784325,"about_ca_topic_score_gemma":0.004220672,"teacher_disagreement_score":0.694507,"about_ca_system_score_codex":0.000057270616,"about_ca_system_score_gemma":0.00001650716,"threshold_uncertainty_score":0.9979509},"labels":[],"label_agreement":null},{"id":"W2292983729","doi":"","title":"Science Communication and Democracy","year":2016,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Science communication; Enlightenment; Public sphere; Context (archaeology); Democracy; Communication studies; Sociology; Politics; Public awareness of science; The Internet; Public relations; Media studies; Scientific communication; Political science; Social science; Epistemology; Science education; Law; Pedagogy; Computer science","score_opus":0.4878676122559343,"score_gpt":0.49476554240253967,"score_spread":0.006897930146605391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292983729","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31128964,0.000080310885,0.00029881968,0.062214356,0.00003615553,0.0000782425,7.617944e-7,0.00008398302,0.62591773],"genre_scores_gemma":[0.9853104,0.008918452,0.000709017,0.00026441237,0.00001514388,0.0000021162782,4.3323644e-7,0.0000014559688,0.004778618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960726,0.00007050636,0.000050133116,0.0000648067,0.000116232215,0.0000910522],"domain_scores_gemma":[0.99949896,0.00012394259,0.000019457682,0.00022303079,0.00007552105,0.000059072703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007646775,0.000021156775,0.000024765104,0.000060324866,0.0009146077,0.000053282496,0.00023468913,0.000017416924,0.0012761836],"category_scores_gemma":[0.0001996978,0.000014028054,0.0000060247803,0.00020674332,0.00095320446,0.00036037024,0.000086907006,0.000017370887,0.00009900321],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018331662,0.000013274787,0.0077480297,7.5681817e-7,5.046259e-7,1.9936666e-8,0.009002612,5.5755978e-9,0.009308295,0.6244849,0.00056401565,0.34887573],"study_design_scores_gemma":[0.00041335798,0.000026741163,0.13581443,0.000054837048,0.000004618538,0.000001336068,0.015432031,0.00003291771,0.0004086452,0.048885982,0.7987156,0.00020949636],"about_ca_topic_score_codex":0.00035798186,"about_ca_topic_score_gemma":0.0016574727,"teacher_disagreement_score":0.7981516,"about_ca_system_score_codex":0.000048809645,"about_ca_system_score_gemma":0.000055354845,"threshold_uncertainty_score":0.99963677},"labels":[],"label_agreement":null},{"id":"W2294745179","doi":"10.1016/j.it.2016.02.004","title":"The Whiteboard Revolution: Illuminating Science Communication in the Digital Age","year":2016,"lang":"en","type":"article","venue":"Trends in Immunology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"","keywords":"Whiteboard; Science communication; Work (physics); Process (computing); Interactive whiteboard; Computer science; Multimedia; Internet privacy; Science education; Psychology; Mathematics education; Engineering","score_opus":0.2635769971649474,"score_gpt":0.4367202098554843,"score_spread":0.1731432126905369,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2294745179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.501071,0.0012515945,0.0000138717605,0.072475314,0.0002676992,0.00015681518,0.000004627955,0.000055826727,0.4247033],"genre_scores_gemma":[0.9939387,0.004460442,0.000038873855,0.000086759785,0.000025397338,0.00003798076,0.0000065146437,0.0000031972897,0.0014021517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986405,0.00057150226,0.0002061519,0.00012125851,0.00018336384,0.0002772244],"domain_scores_gemma":[0.9984495,0.0007581104,0.00008413874,0.0006447174,0.000049847633,0.00001365208],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002430577,0.00005634076,0.00007042099,0.00018169428,0.0010576813,0.00013395172,0.0013601494,0.00006159303,0.00012303737],"category_scores_gemma":[0.0007295989,0.000031049713,0.000025807816,0.0010334066,0.002900758,0.00029648695,0.00018646501,0.00016703698,0.000046546436],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012149878,0.000042046067,0.004766554,5.072433e-7,0.0000015699634,7.334569e-7,0.050313294,2.4390022e-7,0.0006319481,0.095340475,0.00024640566,0.8486441],"study_design_scores_gemma":[0.00063740875,0.00004928325,0.5256559,0.00008860163,0.0000027589754,0.0000055913893,0.0784638,0.000025449284,0.000014571671,0.008021478,0.38686228,0.00017285983],"about_ca_topic_score_codex":0.00062298536,"about_ca_topic_score_gemma":0.023378242,"teacher_disagreement_score":0.8484712,"about_ca_system_score_codex":0.0002687218,"about_ca_system_score_gemma":0.000045330282,"threshold_uncertainty_score":0.9998128},"labels":[],"label_agreement":null},{"id":"W2295160786","doi":"10.1371/journal.pone.0150396","title":"How Often Are Antibiotic-Resistant Bacteria Said to “Evolve” in the News?","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Antibiotic resistance; Resistance (ecology); Medicine; History; Political science; Biology; Antibiotics; Law; Ecology; Genetics","score_opus":0.4717377681603384,"score_gpt":0.37257250704809153,"score_spread":0.09916526111224688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295160786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82262254,0.0000383929,0.0000057487564,0.16954689,0.000030154917,0.00023822367,0.000021120492,0.000031270363,0.0074656783],"genre_scores_gemma":[0.9944886,0.0012617614,0.00031797864,0.0015023598,0.0001750352,0.0000112816115,0.0000056559475,0.0000062686117,0.0022310496],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991127,0.0002529878,0.00008973822,0.00011587283,0.0002534246,0.0001752251],"domain_scores_gemma":[0.99935305,0.00013411534,0.00004935457,0.00034615456,0.00005924784,0.000058049707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003939445,0.000056092238,0.00010049662,0.00004862815,0.0001744525,0.00012034965,0.0003851434,0.000049218826,0.0005017665],"category_scores_gemma":[0.00033269858,0.000034433022,0.000023902396,0.00020397342,0.00006911436,0.00013641994,0.00005053593,0.000049398794,0.00024027724],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016733009,0.0022153968,0.119391054,0.00007931963,0.00005385149,0.0000063374305,0.12154344,5.6838033e-8,0.69771916,0.0049774754,0.011886992,0.041959595],"study_design_scores_gemma":[0.00067473244,0.00013003104,0.7701676,0.0009698898,0.00004237141,2.1206827e-7,0.063409775,0.000003666542,0.0020675575,0.00064589875,0.16150999,0.00037827436],"about_ca_topic_score_codex":0.00048073856,"about_ca_topic_score_gemma":0.0304902,"teacher_disagreement_score":0.6956516,"about_ca_system_score_codex":0.000088552566,"about_ca_system_score_gemma":0.00001666411,"threshold_uncertainty_score":0.98720086},"labels":[],"label_agreement":null},{"id":"W2299165806","doi":"10.1111/cag.12257","title":"What is the fracking story in Canada?","year":2016,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Hydraulic fracturing; Independence (probability theory); Politics; Climate change; Energy independence; Natural resource economics; Political science; Business; Economy; Environmental planning; Environmental protection; Environmental science; Engineering; Petroleum engineering; Economics; Geology; Law; Renewable energy; Oceanography","score_opus":0.08005683407863104,"score_gpt":0.29067126476083593,"score_spread":0.2106144306822049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299165806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8292623,0.005859157,8.099786e-7,0.15459359,0.0019066959,0.00042423516,0.00012191109,0.00004939832,0.007781883],"genre_scores_gemma":[0.91354287,0.07999254,0.0000059600666,0.0055260668,0.0001383167,0.00007358741,0.000012859471,0.000022179165,0.000685635],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.997585,0.00037470346,0.0002674877,0.00033510654,0.000332711,0.0011049646],"domain_scores_gemma":[0.9977927,0.00049148337,0.00010108368,0.00066095486,0.00020932729,0.0007444475],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007510597,0.00021505433,0.00020694574,0.0014020953,0.0017100644,0.00020704002,0.00089059706,0.00012157316,0.0010727294],"category_scores_gemma":[0.00020192665,0.00015822027,0.00011526409,0.003656062,0.0014736718,0.00065747864,0.000044246106,0.00023086375,0.000016907019],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010067898,0.000012956228,0.54521585,0.000015138856,0.00005651125,0.000038763093,0.053603113,0.0000015797957,0.000015829377,0.013413614,0.050351895,0.33726472],"study_design_scores_gemma":[0.0001288641,0.0000075157923,0.19373862,0.00011125191,0.000008039218,0.0000019809875,0.155107,0.0000015863197,0.0000017677837,0.00069824234,0.6499527,0.00024239624],"about_ca_topic_score_codex":0.999801,"about_ca_topic_score_gemma":0.9999999,"teacher_disagreement_score":0.59960085,"about_ca_system_score_codex":0.0012561659,"about_ca_system_score_gemma":0.0022977318,"threshold_uncertainty_score":0.99984044},"labels":[],"label_agreement":null},{"id":"W2300155594","doi":"10.1037/xap0000073","title":"Can journalistic “false balance” distort public perception of consensus in expert opinion?","year":2016,"lang":"en","type":"article","venue":"Journal of Experimental Psychology Applied","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; University of Oxford; American Psychological Association","keywords":"Public opinion; Perception; Balance (ability); Expert opinion; Psychology; Social psychology; Political science; Cognitive psychology; Law; Medicine; Politics","score_opus":0.34171386841933016,"score_gpt":0.49713071568838013,"score_spread":0.15541684726904997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300155594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94864655,0.0012690872,0.0001429764,0.017697496,0.0011679493,0.00021022705,0.000013688228,0.000015083692,0.030836973],"genre_scores_gemma":[0.994893,0.0038665286,0.00034394203,0.0005381094,0.00028001712,0.000011946768,0.00000379072,0.00001039359,0.000052277337],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99843335,0.00030005808,0.00062773604,0.0001332885,0.00028238734,0.00022319722],"domain_scores_gemma":[0.9989093,0.0001372557,0.00048525917,0.00021240432,0.000111698995,0.00014409167],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00096749497,0.000105024934,0.0002831516,0.00023366879,0.00013417965,0.000016698246,0.0003526614,0.00014014187,0.0015138063],"category_scores_gemma":[0.000078866455,0.0000810923,0.00009499209,0.00017358361,0.00052831427,0.00009342915,0.00003213902,0.00016065569,0.00001681042],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000532061,0.00092397904,0.01865297,0.0000042415804,0.000032077816,0.0000066789503,0.030613558,3.7555728e-7,0.91569674,0.008825569,0.00955139,0.015160369],"study_design_scores_gemma":[0.023710072,0.0015792508,0.405577,0.0007487663,0.000031961023,0.0004386075,0.2681867,0.000010020104,0.0059804064,0.014780685,0.27752134,0.0014351866],"about_ca_topic_score_codex":0.00007968105,"about_ca_topic_score_gemma":0.00020558517,"teacher_disagreement_score":0.9097163,"about_ca_system_score_codex":0.00035706715,"about_ca_system_score_gemma":0.00008361692,"threshold_uncertainty_score":0.99939895},"labels":[],"label_agreement":null},{"id":"W2305917019","doi":"10.58079/ougi","title":"You find it cold in Montréal ? trust me, it is even worse","year":2011,"lang":"en","type":"article","venue":"OpenEdition (OpenEdition)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Centre National de la Recherche Scientifique; AXA Research Fund","keywords":"Evening; Meteorology; Air temperature; Thermometer; Advertising; History; Geography; Business; Physics","score_opus":0.2646901063839521,"score_gpt":0.36844198638659204,"score_spread":0.10375188000263996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2305917019","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042888355,0.00031761083,0.00020470783,0.22762667,0.0016706627,0.0014901846,0.00044873936,0.00019777125,0.7251553],"genre_scores_gemma":[0.899812,0.006348423,0.0007425832,0.06512207,0.00074773276,0.0006087581,0.0008674421,0.000045101326,0.02570593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974722,0.00043867796,0.00056897814,0.00043256875,0.0006125778,0.0004749922],"domain_scores_gemma":[0.9985188,0.00013425725,0.00024673372,0.00057499204,0.00026732666,0.00025788962],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012008123,0.000233586,0.00028920293,0.00024320958,0.0008544632,0.00018865537,0.00069105433,0.00028121824,0.061452076],"category_scores_gemma":[0.00019868511,0.00026089518,0.00012722705,0.0006562581,0.00028182162,0.0060169883,0.00015777934,0.00030807548,0.0039581265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048425994,0.0020640267,0.0077961218,0.000078932004,0.00008363707,0.000058674992,0.1187265,0.000022572227,0.0010147375,0.24524751,0.6024951,0.021927956],"study_design_scores_gemma":[0.0012759236,0.00010412194,0.06906265,0.00017857144,0.00003630183,0.000004275074,0.023672061,0.00012477949,0.00026744104,0.0024270685,0.90231544,0.0005313915],"about_ca_topic_score_codex":0.0064539975,"about_ca_topic_score_gemma":0.14082475,"teacher_disagreement_score":0.8569236,"about_ca_system_score_codex":0.0003361092,"about_ca_system_score_gemma":0.00014999222,"threshold_uncertainty_score":0.9999843},"labels":[],"label_agreement":null},{"id":"W2311136865","doi":"10.1038/nclimate2954","title":"Including indigenous knowledge and experience in IPCC assessment reports","year":2016,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":473,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University; McGill University","funders":"","keywords":"Indigenous; Framing (construction); Scope (computer science); Political science; Traditional knowledge; Climate change; Climate change adaptation; Environmental resource management; Environmental planning; Geography; Environmental science; Ecology; Computer science","score_opus":0.475505277334581,"score_gpt":0.532427008370014,"score_spread":0.05692173103543302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2311136865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570466,0.0031438416,0.0000043569726,0.0034112292,0.0005958759,0.0004689632,0.000013619436,0.00010173801,0.035213716],"genre_scores_gemma":[0.95773596,0.04123731,0.00010211203,0.00032540073,0.00030627745,0.00015467092,0.000011525171,0.000012587824,0.00011417629],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986926,0.00019629419,0.00022673445,0.00028498744,0.0002108063,0.00038863195],"domain_scores_gemma":[0.99922496,0.00016962466,0.00012214095,0.00028922097,0.00008223599,0.00011181859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010455402,0.00011698793,0.0001578206,0.00016332709,0.00049855147,0.000056698707,0.00018270436,0.00030411713,0.00037597527],"category_scores_gemma":[0.00014669691,0.00009099491,0.000030239056,0.00029886872,0.00017613455,0.0003901971,0.00022272643,0.0002558808,0.00001846168],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013832449,0.0001514469,0.40746498,0.00005099926,0.0000037049638,0.000035403464,0.39851102,1.0683888e-8,0.0031846396,0.0061766733,0.00014920461,0.18425807],"study_design_scores_gemma":[0.00065782445,0.0000630413,0.6737242,0.0006807621,0.000010562254,0.00001896336,0.033268113,0.0000089252035,0.00014167822,0.0015228991,0.2893611,0.0005419365],"about_ca_topic_score_codex":0.0003322847,"about_ca_topic_score_gemma":0.011469412,"teacher_disagreement_score":0.36524293,"about_ca_system_score_codex":0.00036467036,"about_ca_system_score_gemma":0.000039760707,"threshold_uncertainty_score":0.6400201},"labels":[],"label_agreement":null},{"id":"W2318600772","doi":"10.1080/14636778.2015.1133280","title":"Exploring the post-genomic world: differing explanatory and manipulatory functions of post-genomic sciences","year":2016,"lang":"en","type":"article","venue":"New Genetics and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Dalhousie University","funders":"Australia Awards; Canadian Institutes of Health Research","keywords":"Relevance (law); Genomics; Narrative; Proteomics; Function (biology); Conceptual framework; Heredity; Data science; Biology; Epistemology; Sociology; Genetics; Social science; Genome; Computer science; Political science","score_opus":0.4333238514796196,"score_gpt":0.3664805683226741,"score_spread":0.06684328315694549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2318600772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418545,0.001296549,0.000038685324,0.0017083472,0.00017574981,0.00010640574,0.000010626597,0.00001862695,0.0024595733],"genre_scores_gemma":[0.9717307,0.027064795,0.00021106597,0.00024259661,0.00012311639,0.000007655452,0.0000015702227,0.000006985592,0.00061150535],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993836,0.00006571693,0.00013182039,0.00014391691,0.00011948427,0.0001554432],"domain_scores_gemma":[0.99953246,0.00012311222,0.000059754093,0.00015525315,0.000046534948,0.00008290683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037190257,0.00007155108,0.00008255828,0.000035160363,0.00080266263,0.000043470587,0.00017379684,0.000033318254,0.00012772191],"category_scores_gemma":[0.0000139384665,0.00004875881,0.000054551063,0.00010637219,0.0005477538,0.00009796973,0.00011573627,0.00005495183,0.0000048761112],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021984213,0.00006120938,0.114630036,0.000047441088,0.000072941584,2.448526e-7,0.3287274,0.000008976686,0.23353419,0.017035518,0.00093894714,0.30492112],"study_design_scores_gemma":[0.00025627238,0.000057815996,0.91772044,0.0000358404,0.000026349157,9.616623e-7,0.052909166,0.00003650102,0.00016130491,0.00047707418,0.0281588,0.00015945722],"about_ca_topic_score_codex":0.00065179897,"about_ca_topic_score_gemma":0.0023155794,"teacher_disagreement_score":0.8030904,"about_ca_system_score_codex":0.000042486296,"about_ca_system_score_gemma":0.00007258425,"threshold_uncertainty_score":0.61735135},"labels":[],"label_agreement":null},{"id":"W2322230534","doi":"10.1177/0963662512450990","title":"Front page or “buried” beneath the fold? Media coverage of carbon capture and storage","year":2012,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Newspaper; Media coverage; Opposition (politics); Greenhouse gas; Content analysis; Political science; Carbon capture and storage (timeline); Public opinion; Public relations; Environmental planning; Environmental science; Media studies; Climate change; Sociology; Social science; Law; Geology","score_opus":0.4860786367515358,"score_gpt":0.3951380317364512,"score_spread":0.09094060501508461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322230534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8715891,0.00082269387,0.001220813,0.0075058825,0.0005986271,0.0002926021,0.000023470511,0.00003900321,0.11790778],"genre_scores_gemma":[0.9980189,0.0015847159,0.000080959006,0.000079393,0.00007450921,0.0000034950021,0.0000021631522,0.0000040866375,0.00015177453],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99869555,0.000120532095,0.00015933249,0.00012296661,0.0005909637,0.00031065833],"domain_scores_gemma":[0.998984,0.00035465343,0.00015603521,0.0002579673,0.0000905167,0.00015687649],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002892865,0.00006848778,0.00011870858,0.00013371998,0.000783278,0.000096078154,0.0004898656,0.000053009455,0.00029206747],"category_scores_gemma":[0.0005987889,0.000045843855,0.000024729776,0.00058733043,0.0031636553,0.0005853888,0.00013476513,0.00009462819,8.8572614e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028482891,0.00013615639,0.04213621,0.000044700144,0.000013193692,3.8946047e-7,0.68977547,0.0000029816244,0.004199729,0.25967315,0.00037821435,0.0036113476],"study_design_scores_gemma":[0.00081184664,0.000099376826,0.06890455,0.00013198519,0.000053734766,0.0000055036007,0.89557296,0.0009370339,0.00029435163,0.009626902,0.023096915,0.00046485598],"about_ca_topic_score_codex":0.0010903645,"about_ca_topic_score_gemma":0.002855774,"teacher_disagreement_score":0.25004625,"about_ca_system_score_codex":0.00030066294,"about_ca_system_score_gemma":0.00021009125,"threshold_uncertainty_score":0.99954915},"labels":[],"label_agreement":null},{"id":"W2322249842","doi":"10.1386/macp.9.1.47_1","title":"Journalism, climate science and the public: Towards better practices","year":2013,"lang":"en","type":"article","venue":"International Journal of Media and Cultural Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Framing (construction); Journalism; Climate science; Climate change; Political science; Public relations; Public engagement; News media; Sociology; Environmental ethics; Geography; Law","score_opus":0.30978245065357424,"score_gpt":0.4697747066287521,"score_spread":0.15999225597517786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322249842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65889686,0.00041647864,0.0000033508954,0.33284107,0.00074179395,0.000052311516,0.000003825741,0.0000045483157,0.0070397276],"genre_scores_gemma":[0.96615094,0.028703984,0.00023135393,0.0037670801,0.0010812149,0.0000021367412,0.0000017144159,0.0000024878282,0.00005910069],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852633,0.00016024994,0.00024155996,0.00005716029,0.0008402056,0.0001745059],"domain_scores_gemma":[0.9968563,0.0002834327,0.00046168885,0.000058146266,0.0021592726,0.00018120345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017809047,0.000055226217,0.000090416266,0.00008583067,0.00048477025,0.0010165782,0.0005042453,0.000034617395,0.00026953602],"category_scores_gemma":[0.0028299664,0.000030457299,0.000035071083,0.000089171335,0.0015133079,0.0014579421,0.0001146302,0.00018650934,0.000009157686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005768232,0.00008924951,0.009758203,0.000012684253,0.00011420627,0.000010984505,0.19375658,2.61405e-7,0.001078769,0.6303207,0.009531451,0.15526918],"study_design_scores_gemma":[0.0024957014,0.00005241366,0.07233394,0.00011797128,0.00007106594,0.0006569029,0.1291312,0.00028002055,0.00007021858,0.037770897,0.7567738,0.00024584308],"about_ca_topic_score_codex":0.0004462096,"about_ca_topic_score_gemma":0.00015902499,"teacher_disagreement_score":0.7472424,"about_ca_system_score_codex":0.000088679735,"about_ca_system_score_gemma":0.00014084006,"threshold_uncertainty_score":0.9802886},"labels":[],"label_agreement":null},{"id":"W2322715857","doi":"10.4245/sponge.v1i1.2968","title":"Expertise, Skepticism and Cynicism: Lessons from Science &amp; Technology Studies","year":2007,"lang":"en","type":"article","venue":"Spontaneous Generations A Journal for the History and Philosophy of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cynicism; Impartiality; Skepticism; Politics; Criticism; Political science; Epistemology; Confusion; Engineering ethics; Science, technology, society and environment education; Science studies; Sociology; Public relations; Social science; Psychology; Science education; Law; Engineering","score_opus":0.4778093651825661,"score_gpt":0.46967084242258156,"score_spread":0.008138522759984557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2322715857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9002436,0.049907908,0.005354741,0.03386826,0.0032822485,0.0004763055,0.00003454323,0.00004572501,0.006786657],"genre_scores_gemma":[0.98156935,0.012977421,0.0043992987,0.0002828729,0.00027605763,0.000008692224,0.0000011050993,0.0000043883515,0.0004808035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889433,0.000039436178,0.00025106638,0.00020082452,0.00037038617,0.00024396584],"domain_scores_gemma":[0.9985605,0.0003471169,0.0001714102,0.00024194883,0.00054616714,0.00013285711],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0031399822,0.00008237793,0.00013035181,0.00038138457,0.0062625664,0.0000683995,0.000546958,0.000048921353,0.000042276602],"category_scores_gemma":[0.00063288823,0.000063579086,0.000033314427,0.00048194118,0.012646103,0.000328602,0.00009541182,0.00014632996,0.0000019433821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009562288,0.00009470597,0.00009937685,0.0000118557655,0.000026969323,0.000011873745,0.22304513,0.00002198054,0.15334873,0.5340391,0.00075786404,0.08844682],"study_design_scores_gemma":[0.00089258346,0.00040021152,0.001130825,0.00020730656,0.00016178015,0.0013636575,0.08461486,0.00071945344,0.0010058003,0.44075155,0.4680907,0.00066125934],"about_ca_topic_score_codex":0.00013525203,"about_ca_topic_score_gemma":0.0027095969,"teacher_disagreement_score":0.46733284,"about_ca_system_score_codex":0.00044358813,"about_ca_system_score_gemma":0.00035056955,"threshold_uncertainty_score":0.9950311},"labels":[],"label_agreement":null},{"id":"W2325295949","doi":"10.1016/j.envsci.2016.01.002","title":"Gaps in provincial decision-maker’s perception and knowledge of climate change adaptation in China","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"National Development and Reform Commission; U.S. Department of Energy","keywords":"Adaptation (eye); Climate change; Climate change adaptation; China; Environmental resource management; Obstacle; Perception; Business; Economic shortage; Political science; Environmental planning; Geography; Psychology; Government (linguistics); Economics","score_opus":0.12122021323732463,"score_gpt":0.40195511468644574,"score_spread":0.2807349014491211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325295949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99077517,0.00006437547,0.000012742707,0.0014052225,0.000054293785,0.00029189832,0.000018660068,0.000010392903,0.0073672566],"genre_scores_gemma":[0.9871298,0.012491177,0.0001424195,0.00005354776,0.00010255741,0.000030964842,0.0000028649324,0.0000048323914,0.00004184167],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99889773,0.0001266729,0.00020724631,0.00022082418,0.00025247145,0.00029508275],"domain_scores_gemma":[0.99960595,0.000066565015,0.0000773966,0.00015243769,0.0000057950397,0.00009187187],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010858653,0.00007633137,0.00009773058,0.0003574206,0.00024282804,0.000023336186,0.00023025357,0.000058109774,0.00030503725],"category_scores_gemma":[0.00015588141,0.00006289385,0.000020407442,0.0004912865,0.0010374368,0.0006913848,0.00016912303,0.000054870474,0.000057156005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019120138,0.0001181284,0.06822935,0.0000036395732,1.8038858e-7,2.1319329e-7,0.11404192,8.2091503e-7,0.018062621,0.0018045625,0.00000198405,0.79771745],"study_design_scores_gemma":[0.0003251367,0.00003879379,0.9857497,0.00008458631,9.567194e-7,6.236339e-7,0.011552306,0.00015192345,0.000034132816,0.0007993413,0.001173055,0.00008941506],"about_ca_topic_score_codex":0.0060534584,"about_ca_topic_score_gemma":0.025711164,"teacher_disagreement_score":0.9175204,"about_ca_system_score_codex":0.00074819697,"about_ca_system_score_gemma":0.000080749465,"threshold_uncertainty_score":0.99206704},"labels":[],"label_agreement":null},{"id":"W2328197738","doi":"10.4245/sponge.v5i1.14969","title":"Media and Science in Disaster Contexts: Deliberations on Earthquakes in the Regional Press in Kerala, India","year":2011,"lang":"en","type":"article","venue":"Spontaneous Generations A Journal for the History and Philosophy of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phenomenon; Skepticism; Context (archaeology); Political science; Environmental ethics; Sociology; Public relations; Social science; Epistemology; History","score_opus":0.3924443319718195,"score_gpt":0.37114136667820524,"score_spread":0.02130296529361425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328197738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98406744,0.0017302907,0.000023299384,0.004655307,0.00047024924,0.00037271564,0.0000083711075,0.0000033703166,0.008668986],"genre_scores_gemma":[0.99745095,0.0016914323,0.000232522,0.00042931305,0.00008362815,0.000026596277,0.0000010235517,0.0000023452972,0.00008221579],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989584,0.00017001988,0.00023296424,0.00014378375,0.00032951208,0.00016530052],"domain_scores_gemma":[0.99918866,0.0003829481,0.00009618681,0.00015607254,0.00011628372,0.0000598693],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0029651357,0.0000634546,0.00008464012,0.00029285287,0.0014226766,0.0000723904,0.0004765536,0.000030192965,0.000036160036],"category_scores_gemma":[0.00023868562,0.000043291897,0.000021048558,0.00035569834,0.0036544031,0.00042890263,0.000025422543,0.00017823496,5.0034953e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012499907,0.00018803017,0.0012110018,0.000006234185,0.0000016157627,0.000010486939,0.67538023,0.000114280905,0.0009920207,0.31453606,0.00015339235,0.007281669],"study_design_scores_gemma":[0.004342329,0.0013857314,0.46257874,0.0007850551,0.000068139416,0.0014411426,0.14702132,0.0091065625,0.00011395549,0.27766237,0.09420058,0.001294061],"about_ca_topic_score_codex":0.0004000778,"about_ca_topic_score_gemma":0.014509496,"teacher_disagreement_score":0.5283589,"about_ca_system_score_codex":0.00018160809,"about_ca_system_score_gemma":0.00027424982,"threshold_uncertainty_score":0.99987733},"labels":[],"label_agreement":null},{"id":"W2332999516","doi":"10.3389/fpsyg.2016.00451","title":"Debunking the Myth of Value-Neutral Virginity: Toward Truth in Scientific Advertising","year":2016,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Defence Research and Development Canada","funders":"","keywords":"Appeal; Value (mathematics); Honesty; Objectivity (philosophy); Epistemology; Ideology; Sociology; Accountability; Credibility; Social psychology; Politics; Psychology; Political science; Law; Philosophy","score_opus":0.27471437068857646,"score_gpt":0.452967348209805,"score_spread":0.17825297752122854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2332999516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9048837,0.0009917226,0.0069053643,0.039548118,0.0067479503,0.00032558342,0.00000900658,0.000042712454,0.040545866],"genre_scores_gemma":[0.9963078,0.0015580113,0.0011793448,0.0007477012,0.00005998808,0.000012299317,0.0000027573444,0.0000066276975,0.00012547825],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985529,0.00060416746,0.00024372299,0.00020296058,0.00013092093,0.0002652956],"domain_scores_gemma":[0.9993631,0.00014671344,0.00008867385,0.0003358582,0.00003251399,0.000033090222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015880562,0.000063138745,0.0001414039,0.0002468501,0.00017831146,0.000023793606,0.0004827593,0.00010585564,0.00011011351],"category_scores_gemma":[0.00019211067,0.000044196517,0.000043221233,0.0005052953,0.0008589516,0.00013390783,0.000045396093,0.00012505795,0.000012680475],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013869509,0.00019682357,0.17175579,0.000013443272,0.000011872111,0.0000031240336,0.105313696,0.0000047264252,0.0026501545,0.011315037,0.015997175,0.6925995],"study_design_scores_gemma":[0.0033617294,0.00011456675,0.33868805,0.00043924275,0.00002088833,0.0000048894026,0.05472888,0.00018373242,0.0002887266,0.20662789,0.39504972,0.00049167936],"about_ca_topic_score_codex":0.00030503215,"about_ca_topic_score_gemma":0.0011784864,"teacher_disagreement_score":0.6921078,"about_ca_system_score_codex":0.00010958284,"about_ca_system_score_gemma":0.000043282096,"threshold_uncertainty_score":0.3164843},"labels":[],"label_agreement":null},{"id":"W2337481354","doi":"10.3167/ares.2015.060104","title":"The Social Life of Blame in the Anthropocene","year":2015,"lang":"en","type":"article","venue":"Environment and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Andrew W. Mellon Foundation","keywords":"Blame; Anthropocene; Scapegoating; Politics; Environmental ethics; Narrative; Agency (philosophy); Culpability; Climate change; Sociology; Political science; Aesthetics; History; Psychology; Social psychology; Social science; Criminology; Law; Ecology; Philosophy","score_opus":0.3914082210329898,"score_gpt":0.422462155734101,"score_spread":0.03105393470111123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337481354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9449807,0.00070624775,0.0000156632,0.033223234,0.000054113556,0.00014070343,0.0000026525724,0.000006562605,0.020870147],"genre_scores_gemma":[0.9793857,0.020017942,0.0000270343,0.0003340155,0.000085995955,0.0000062795357,0.0000029503115,0.0000017063796,0.00013838852],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99945724,0.00017319486,0.000073311945,0.000043861302,0.00017235496,0.0000800639],"domain_scores_gemma":[0.9997698,0.000086674416,0.000034182074,0.000080903475,0.000004225359,0.000024201961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010599,0.000028670498,0.00004114517,0.0000025182028,0.0005210258,0.000020989988,0.00013119617,0.000038299513,0.00007278678],"category_scores_gemma":[0.000022637232,0.000017632947,0.000034381446,0.000039872804,0.00062080304,0.00003483196,0.0000362695,0.00006256498,0.000006539291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066232897,0.00007999448,0.019933946,0.0000029867913,0.000008031598,6.426362e-8,0.94419855,0.0000022648464,0.000046474972,0.009537245,0.014645431,0.011538406],"study_design_scores_gemma":[0.00026056578,0.000017088407,0.1220075,0.0000022301924,0.0000058175865,6.053825e-8,0.5755904,0.00007012664,0.000002727544,0.0012185047,0.30077198,0.00005303496],"about_ca_topic_score_codex":0.00020472745,"about_ca_topic_score_gemma":0.00012229012,"teacher_disagreement_score":0.36860818,"about_ca_system_score_codex":0.000034085555,"about_ca_system_score_gemma":0.000015058898,"threshold_uncertainty_score":0.40073618},"labels":[],"label_agreement":null},{"id":"W2342684657","doi":"10.1037/xge0000148","title":"Motivated recall in the service of the economic system: The case of anthropogenic climate change.","year":2016,"lang":"en","type":"article","venue":"Journal of Experimental Psychology General","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"PsycINFO; Psychology; Climate change; Status quo; Recession; Recall; Sustainability; Skepticism; Action (physics); Social psychology; Socioeconomic status; Politics; Cognitive psychology; Political science; Economics; Sociology; Law; MEDLINE","score_opus":0.3626177646111369,"score_gpt":0.49449714877802947,"score_spread":0.1318793841668926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2342684657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98293483,0.00067258277,0.0000015084672,0.012868921,0.0007392251,0.00019172345,0.000014490755,0.000002877248,0.002573853],"genre_scores_gemma":[0.9974831,0.0014937638,0.000024364846,0.0007082156,0.00026272287,0.000008882365,5.5209557e-7,0.000005664199,0.000012755454],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.99801046,0.0012250277,0.00043681063,0.000076734985,0.000103892875,0.00014706346],"domain_scores_gemma":[0.9989374,0.0001336921,0.0005124867,0.00032688165,0.00006228824,0.000027223401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014667129,0.00007029225,0.00015841625,0.00005254063,0.00022614305,0.000009397446,0.00064223463,0.00007582871,0.0002781188],"category_scores_gemma":[0.000016606904,0.00003059181,0.00010943043,0.00014716582,0.00038954383,0.000108803055,0.000065589404,0.00012664136,0.000007905521],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006798232,0.000788886,0.022344649,0.000040571762,0.00012130219,0.000062389285,0.25592077,0.000017308072,0.6878231,0.018706303,0.0030184248,0.010476432],"study_design_scores_gemma":[0.010457358,0.0015339638,0.19777083,0.0010947274,0.00018183122,0.005717223,0.7200777,0.00035144013,0.04450438,0.00087316456,0.016740723,0.0006966279],"about_ca_topic_score_codex":0.0012477818,"about_ca_topic_score_gemma":0.0027589968,"teacher_disagreement_score":0.6433188,"about_ca_system_score_codex":0.00014838538,"about_ca_system_score_gemma":0.000030507454,"threshold_uncertainty_score":0.30452058},"labels":[],"label_agreement":null},{"id":"W2345259214","doi":"10.1007/s12551-016-0202-1","title":"Biophysics to bedside — the transition","year":2016,"lang":"en","type":"letter","venue":"Biophysical Reviews","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Institute for Biodiagnostics","funders":"","keywords":"Membrane biology; Nanotechnology; Biophysics; Computational biology; Chemistry; Biology; Materials science; Biochemistry","score_opus":0.5479841549511053,"score_gpt":0.47660537054825636,"score_spread":0.07137878440284895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345259214","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005946238,0.00062956224,0.00019992159,0.9791593,0.00045722208,0.0011012466,0.00006714579,0.00007065549,0.01825551],"genre_scores_gemma":[0.00012253645,0.05821495,0.000095853684,0.9109633,0.021527044,0.00032768407,0.0001855846,0.000034858134,0.008528174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976218,0.0009503936,0.00032900917,0.00030593493,0.00041538806,0.0003774835],"domain_scores_gemma":[0.9985493,0.00027950248,0.00016664978,0.00082329084,0.000087687484,0.00009356018],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00059629465,0.00022771246,0.0004046649,0.000045222634,0.00052374793,0.00010938181,0.0008222201,0.00032636803,0.00092245504],"category_scores_gemma":[0.0001437555,0.00012972837,0.0003839292,0.00036056674,0.0002762328,0.00009560559,0.00006878068,0.00058960356,0.008395634],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001848468,0.0000106974985,7.590782e-8,0.00003308725,0.0000040652753,9.383716e-7,0.003156557,1.1556807e-8,0.00077728624,0.0006852481,0.8364701,0.15886006],"study_design_scores_gemma":[0.000040503834,0.000019310892,0.0000074473587,0.00027486295,0.000035440826,1.8610135e-7,0.0000732983,9.336477e-7,0.00001040157,0.00080018485,0.99853176,0.00020565624],"about_ca_topic_score_codex":0.00042229766,"about_ca_topic_score_gemma":0.0001905191,"teacher_disagreement_score":0.16206165,"about_ca_system_score_codex":0.00017396927,"about_ca_system_score_gemma":0.00006226244,"threshold_uncertainty_score":0.9999908},"labels":[],"label_agreement":null},{"id":"W234969832","doi":"","title":"Taking Action on Climate Change--Inside and Outside Our Schools.","year":2000,"lang":"en","type":"article","venue":"Green teacher","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wonder; Climate change; Pace; Action (physics); Environmental ethics; Natural (archaeology); Global warming; Invisibility; Political economy of climate change; Sociology; Political science; Psychology; History; Social psychology; Geography; Ecology","score_opus":0.5815195503994262,"score_gpt":0.4758983970373453,"score_spread":0.10562115336208083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W234969832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8015647,0.000113339476,0.0000022356896,0.02186876,0.00012223583,0.00023010654,0.000005885034,0.00017831105,0.17591442],"genre_scores_gemma":[0.9893902,0.0050446875,0.00007360852,0.0011180078,0.000628158,0.000031317264,0.000013828833,0.000013442053,0.0036867363],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99906355,0.00023634046,0.00011311717,0.00016892089,0.00018206399,0.00023600599],"domain_scores_gemma":[0.9995817,0.000015626636,0.00006740101,0.00021751442,0.000024149114,0.00009363448],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050683063,0.00008858819,0.00009299388,0.000060574494,0.0005203779,0.00008294257,0.00012738649,0.00010776399,0.0022446879],"category_scores_gemma":[0.000037639285,0.0000885684,0.000035108074,0.00011816465,0.00003090406,0.0002581055,0.000029060639,0.00021637199,0.0007317186],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002336455,0.000035584195,0.019272279,0.000006471225,0.000004151705,9.1196716e-7,0.01891718,3.460638e-7,0.00009158195,0.00038899807,0.00064199965,0.9606171],"study_design_scores_gemma":[0.0006642168,0.00009026494,0.6142786,0.00016779325,0.000034394187,0.0000041742305,0.0583976,0.00021054641,0.000027326563,0.00080965395,0.32485184,0.00046361046],"about_ca_topic_score_codex":0.0072966535,"about_ca_topic_score_gemma":0.01187976,"teacher_disagreement_score":0.9601535,"about_ca_system_score_codex":0.00009500777,"about_ca_system_score_gemma":0.000010108137,"threshold_uncertainty_score":0.99931383},"labels":[],"label_agreement":null},{"id":"W2360097360","doi":"10.1177/1075547016647175","title":"Exploring Perceptions of Credible Science Among Policy Stakeholder Groups","year":2016,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Credibility; Stakeholder; Prioritization; Focus group; Exploratory research; Perception; Trustworthiness; Public relations; Stakeholder engagement; Political science; Psychology; Business; Social psychology; Sociology; Marketing; Social science","score_opus":0.762298644720363,"score_gpt":0.4819041052783882,"score_spread":0.28039453944197484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360097360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92108893,0.000044519318,0.00034494355,0.0073922127,0.00013487742,0.00022321392,0.0000073241363,0.00010689594,0.07065709],"genre_scores_gemma":[0.9892551,0.009166904,0.0010577858,0.000066821005,0.000071787836,0.00006023778,0.000003286802,0.000007785839,0.00031029963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99778354,0.00023406418,0.00030541816,0.0002806903,0.00094757194,0.00044869067],"domain_scores_gemma":[0.9969614,0.00022095793,0.00020700147,0.0015810549,0.00081374514,0.0002158546],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004717433,0.00009328009,0.00011968514,0.0007799906,0.0032377301,0.00016633501,0.0027487525,0.000041250973,0.00040270144],"category_scores_gemma":[0.0016649854,0.00007666959,0.000046301622,0.0036668864,0.012594197,0.004242463,0.0005616432,0.0001100161,0.000077273995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010463446,0.00018677636,0.060275923,0.000011358229,0.0000032215794,7.7275715e-8,0.11696607,0.000007456171,0.28233215,0.35101977,0.00011350523,0.18907322],"study_design_scores_gemma":[0.00038052295,0.00005225885,0.9071194,0.00028473602,0.000009973781,0.0000010781075,0.07315446,0.00013775892,0.0044261166,0.007135034,0.0069642416,0.00033444693],"about_ca_topic_score_codex":0.003302807,"about_ca_topic_score_gemma":0.0020182624,"teacher_disagreement_score":0.8468434,"about_ca_system_score_codex":0.0006950594,"about_ca_system_score_gemma":0.0008915142,"threshold_uncertainty_score":0.9980599},"labels":[],"label_agreement":null},{"id":"W2373637936","doi":"10.2514/6.2016-2611","title":"Assessment of the Last Two STRATO SCIENCE Campaigns in Timmins, Canada","year":2016,"lang":"en","type":"article","venue":"SpaceOps 2016 Conference","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Space Agency","funders":"Centre National d’Etudes Spatiales; Karlsruhe Institute of Technology","keywords":"Meteorology; Computer science; Climatology; Environmental science; Geography; Geology","score_opus":0.24624617562803322,"score_gpt":0.438125052025392,"score_spread":0.19187887639735876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373637936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8986623,0.00001521091,0.00012933825,0.0058575133,0.0003033784,0.00020761366,0.00003497059,0.000012883801,0.09477678],"genre_scores_gemma":[0.99777275,0.00032309702,0.00007283088,0.00009868551,0.000026127364,0.000009484042,0.0000011553175,0.0000030603244,0.0016928094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988222,0.00018032647,0.00014656117,0.00015237332,0.00045767,0.00024088136],"domain_scores_gemma":[0.99908113,0.00012609265,0.00010816652,0.00039705815,0.0002081278,0.00007943524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007775168,0.000065389526,0.000094168376,0.000048216425,0.00026727465,0.000037206177,0.0007083589,0.000027641307,0.0007235826],"category_scores_gemma":[0.0001815029,0.000038774142,0.000019537429,0.00039558506,0.000737728,0.00016644069,0.00012707475,0.00007638093,0.000012701982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006307667,0.00009849453,0.6780226,0.000015483776,0.0000050528947,0.0000011187722,0.015625361,0.000004563674,0.076633066,0.20760688,0.0014659786,0.020515086],"study_design_scores_gemma":[0.0004054302,0.000015787318,0.9576904,0.00024822174,0.000003675688,4.018445e-7,0.018452462,0.000079062585,0.0005145018,0.00073591986,0.0216926,0.00016152758],"about_ca_topic_score_codex":0.32522637,"about_ca_topic_score_gemma":0.9800836,"teacher_disagreement_score":0.65485716,"about_ca_system_score_codex":0.00038307847,"about_ca_system_score_gemma":0.0047119255,"threshold_uncertainty_score":0.83587533},"labels":[],"label_agreement":null},{"id":"W2390889199","doi":"10.1515/irsr-2012-0017","title":"Grasping the Nettle: Sociology, Political Economy and Carbon Dependency: A Response to Redclift","year":2012,"lang":"en","type":"article","venue":"International Review of Social Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dependency (UML); Sociology; Politics; Social science; Dependency theory (database theory); Neoclassical economics; Economics; Economic system; Positive economics; Political science; Computer science; Artificial intelligence; Law","score_opus":0.6163120801782856,"score_gpt":0.6195296751350008,"score_spread":0.003217594956715142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2390889199","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15237416,0.00931601,0.0000076288225,0.50369,0.00022879556,0.00057866116,0.000010935271,0.00001641821,0.33377734],"genre_scores_gemma":[0.98208654,0.0134496875,0.000027762482,0.0033858565,0.00055338006,0.000074956966,0.000007080447,0.0000058040478,0.00040892223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709797,0.0017682151,0.00022050369,0.00010265096,0.0004645813,0.00034607956],"domain_scores_gemma":[0.9978345,0.0013924808,0.000055712164,0.00012850539,0.00045077797,0.00013799919],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009701493,0.000051148996,0.00012470983,0.0000912407,0.0004488387,0.000032033997,0.00045104278,0.000071556955,0.0005261511],"category_scores_gemma":[0.0042130547,0.000041956442,0.00005506769,0.00017344678,0.00075938064,0.00009908318,0.00023676553,0.00025908623,0.00004424729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075227945,0.00005255663,0.004124815,0.00015011856,0.00002189084,2.8669047e-7,0.027781012,1.2023442e-8,0.00025550032,0.9462316,0.004208419,0.017098544],"study_design_scores_gemma":[0.00013730265,0.00003876648,0.050007388,0.00058402005,0.000010472212,0.000001361135,0.016197784,0.000008215619,0.000014505445,0.025622603,0.9072703,0.000107264874],"about_ca_topic_score_codex":0.0007632432,"about_ca_topic_score_gemma":0.0001786419,"teacher_disagreement_score":0.920609,"about_ca_system_score_codex":0.0002842754,"about_ca_system_score_gemma":0.00017399028,"threshold_uncertainty_score":0.57609856},"labels":[],"label_agreement":null},{"id":"W2398985301","doi":"10.1177/1745691615621275","title":"Evidence for Absolute Moral Opposition to Genetically Modified Food in the United States","year":2016,"lang":"en","type":"article","venue":"Perspectives on Psychological Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":257,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Academy of Sciences; University of Toronto; U.S. Department of Agriculture","keywords":"Disgust; Opposition (politics); Genetically modified food; Genetically modified organism; Social psychology; Psychology; Public opinion; Population; Positive economics; Political science; Economics; Sociology; Law; Demography; Politics; Biology","score_opus":0.718083473396168,"score_gpt":0.5573546178013176,"score_spread":0.1607288555948504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398985301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88189477,0.0000719846,0.0057624807,0.10050881,0.00013025221,0.00076971005,0.000016183307,0.00005503106,0.010790755],"genre_scores_gemma":[0.9937531,0.0023895616,0.0009151789,0.0026371514,0.000073936644,0.00015480917,0.0000018540023,0.0000033123592,0.00007109396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982304,0.0003204402,0.0001478714,0.0004746439,0.00044764692,0.0003789816],"domain_scores_gemma":[0.99827915,0.00096022023,0.000043911114,0.00037664003,0.00020527527,0.00013481417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024221616,0.000086811386,0.00008334897,0.00017424369,0.00063090137,0.00014405522,0.0010651066,0.000055417127,0.00016105162],"category_scores_gemma":[0.001780941,0.0000471763,0.000044287728,0.0012374183,0.0011178984,0.0002088142,0.00005336524,0.00008532932,0.0000545342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008413718,0.0011664982,0.0010287391,0.000004637512,0.000005349069,0.0000016900087,0.24851838,0.00019020912,0.017417839,0.6151354,0.0015223188,0.11416761],"study_design_scores_gemma":[0.0015132774,0.004896226,0.759931,0.00033604944,0.000012322204,0.000003052502,0.12024022,0.00094773376,0.00010648223,0.09845707,0.012865356,0.0006911858],"about_ca_topic_score_codex":0.00015145309,"about_ca_topic_score_gemma":0.00044079567,"teacher_disagreement_score":0.7589023,"about_ca_system_score_codex":0.00025320298,"about_ca_system_score_gemma":0.000026718124,"threshold_uncertainty_score":0.4852447},"labels":[],"label_agreement":null},{"id":"W2403571160","doi":"10.1002/wcc.401","title":"(Mis)communicating climate change? Why online adaptation databases may fail to catalyze adaptation action","year":2016,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"International Development Research Centre","keywords":"Adaptation (eye); Climate change adaptation; Action (physics); Climate change; Geography; Database; Environmental resource management; Computer science; Psychology; Ecology; Biology; Environmental science; Neuroscience","score_opus":0.7175673395633224,"score_gpt":0.5146000863964165,"score_spread":0.2029672531669059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403571160","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33681518,0.06950986,0.010187071,0.4635738,0.011342437,0.033245154,0.013842602,0.004739933,0.056743957],"genre_scores_gemma":[0.36832508,0.61331695,0.004339413,0.0038495667,0.00269311,0.0033007688,0.0037715032,0.0001450381,0.0002585628],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950712,0.0014241055,0.001176161,0.0007763724,0.0005466536,0.0010055411],"domain_scores_gemma":[0.9963762,0.00043616438,0.0008443196,0.0016150937,0.00030600885,0.00042219393],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027010597,0.00050752505,0.0007062908,0.00041356395,0.0018552246,0.00017311198,0.001115551,0.00019888867,0.001500543],"category_scores_gemma":[0.00039375585,0.00041021634,0.00030095567,0.0008693661,0.00027612594,0.002533903,0.0012489952,0.0003116852,0.001801911],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014740702,0.00025153646,0.0009411433,0.0003328293,0.000014841354,0.0000029956818,0.16126788,0.0000012812449,0.0011118252,0.0012847335,0.002651789,0.83199173],"study_design_scores_gemma":[0.0009090606,0.00034025608,0.0050223228,0.010648249,0.00016305021,0.000016095752,0.1555117,0.0009994844,0.00004646301,0.00018077846,0.8249106,0.0012519464],"about_ca_topic_score_codex":0.0013847374,"about_ca_topic_score_gemma":0.06309707,"teacher_disagreement_score":0.8307398,"about_ca_system_score_codex":0.00065322494,"about_ca_system_score_gemma":0.000033890563,"threshold_uncertainty_score":0.99983495},"labels":[],"label_agreement":null},{"id":"W2409973375","doi":"","title":"Exploring the post-genomic world: Differing explanatory and manipulatory functions of post-genomic sciences","year":2016,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Dalhousie University","funders":"","keywords":"Relevance (law); Genomics; Narrative; Proteomics; Conceptual framework; Function (biology); Heredity; Data science; Biology; Genetics; Epistemology; Sociology; Social science; Genome; Political science; Computer science","score_opus":0.24366229785306304,"score_gpt":0.31031507878039594,"score_spread":0.0666527809273329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2409973375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888065,0.00009132283,0.000048200465,0.0036173032,0.00008795073,0.000120708646,0.00001607975,0.000072370494,0.0071395915],"genre_scores_gemma":[0.99698365,0.0022596507,0.00016049197,0.000018255536,0.000011723094,9.3180745e-7,0.0000011835117,0.000004153239,0.0005599349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993925,0.00007026234,0.00011173187,0.00017155432,0.000098191944,0.00015572128],"domain_scores_gemma":[0.99938846,0.00009201875,0.00011637182,0.00027918583,0.000085783475,0.000038170816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033059786,0.000072172006,0.00012468535,0.00041171184,0.0006313461,0.0000066365724,0.0004874964,0.00006395546,0.0003315313],"category_scores_gemma":[0.000046385274,0.000056779525,0.000044896842,0.00027257638,0.0014576521,0.0001784335,0.00027398142,0.00009326636,0.000027444345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012286744,0.000115174385,0.64302444,0.00004198195,0.000082794315,0.0000043613354,0.025945377,0.000002944663,0.11423654,0.06514873,0.000099532044,0.15117528],"study_design_scores_gemma":[0.00028627348,0.00004948676,0.9368365,0.00007102654,0.000025197494,0.0000017625385,0.044055726,0.0000033131082,0.0003943763,0.0007262212,0.01742795,0.00012219835],"about_ca_topic_score_codex":0.0015836371,"about_ca_topic_score_gemma":0.0074139168,"teacher_disagreement_score":0.29381204,"about_ca_system_score_codex":0.00007833309,"about_ca_system_score_gemma":0.00005039267,"threshold_uncertainty_score":0.53707796},"labels":[],"label_agreement":null},{"id":"W2413737462","doi":"10.1016/j.envsci.2016.05.018","title":"A multiple timescales approach to assess urgency in adaptation to climate change with an application to the tourism industry","year":2016,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Ouranos","funders":"Fonds de recherche du Québec – Nature et technologies; Compute Canada; McGill University","keywords":"Vulnerability (computing); Adaptation (eye); Computer science; Climate change; Tourism; Mainstream; Simple (philosophy); Data science; Environmental resource management; Risk analysis (engineering); Business; Environmental science; Geography; Computer security; Political science; Ecology; Psychology","score_opus":0.272581541708411,"score_gpt":0.4033173551921818,"score_spread":0.13073581348377084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413737462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96947944,0.000006095905,0.0019881355,0.020318026,0.000035941135,0.0014188184,0.000036596735,0.000039348753,0.006677619],"genre_scores_gemma":[0.995485,0.0001132168,0.0014698918,0.0018183661,0.00026356004,0.0006850607,0.000009818836,0.000010070095,0.00014498927],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983845,0.00014607656,0.00014972282,0.00037042296,0.0005032492,0.00044607208],"domain_scores_gemma":[0.99907494,0.00004213943,0.000054000007,0.00043382196,0.000012036387,0.0003830791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010234705,0.00010647719,0.00008262211,0.00022316747,0.000673191,0.00008290152,0.0007241393,0.00007552568,0.00008864219],"category_scores_gemma":[0.00008660454,0.00006976157,0.000016267139,0.0010483958,0.00030958935,0.0005922672,0.00020812053,0.0000974408,0.00033040709],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073025214,0.0005147047,0.059054393,0.0000035107312,0.0000017159267,3.8710164e-7,0.23178267,0.00038474667,0.045495447,0.0047880146,0.000103103535,0.6577983],"study_design_scores_gemma":[0.0002774211,0.00018142139,0.92479336,0.000042847543,0.000003862252,0.0000014581339,0.04107022,0.00094599696,0.00044159807,0.00011973875,0.031779945,0.00034214515],"about_ca_topic_score_codex":0.0053660893,"about_ca_topic_score_gemma":0.007713099,"teacher_disagreement_score":0.8657389,"about_ca_system_score_codex":0.0006646044,"about_ca_system_score_gemma":0.000060546452,"threshold_uncertainty_score":0.81119573},"labels":[],"label_agreement":null},{"id":"W2413858463","doi":"10.1590/0001-3765201620150558","title":"Scientists in the public sphere: Interactions of scientists and journalists in Brazil","year":2016,"lang":"en","type":"article","venue":"Anais da Academia Brasileira de Ciências","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Ciência, Tecnologia e Inovação","keywords":"Public relations; Social media; Political science; Order (exchange); Quarter (Canadian coin); Science communication; Public opinion; Sociology; Psychology; Media studies; Politics; Law; Business; History","score_opus":0.3132305327578631,"score_gpt":0.4641624585352247,"score_spread":0.1509319257773616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2413858463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97077763,0.00032246555,0.00004528405,0.015686791,0.00018936033,0.00017825492,0.000015772524,0.000018320969,0.012766137],"genre_scores_gemma":[0.9966278,0.0019560095,0.00006734528,0.00088959007,0.00008826119,0.00001820277,0.000004659682,0.000007420087,0.00034070562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796724,0.0006797769,0.00036263565,0.00021498134,0.00040873155,0.00036663597],"domain_scores_gemma":[0.99875826,0.00056835305,0.00017910784,0.00027477817,0.00009742228,0.000122052625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032552497,0.00009617685,0.00014997182,0.00032508295,0.00036794256,0.00018167186,0.00071249634,0.0002067892,0.00069735834],"category_scores_gemma":[0.0012910458,0.00006935237,0.00004847655,0.0012235115,0.00073538657,0.00076387875,0.00011512194,0.0004871339,0.000028830747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008465366,0.00008223057,0.9106851,0.000011305539,0.0000036742026,0.000004726066,0.025821289,2.832078e-7,0.0034124765,0.019820806,0.0040463503,0.03610325],"study_design_scores_gemma":[0.00037169576,0.000010670227,0.9377992,0.00015200971,0.000004051321,0.0000139922395,0.0047596674,0.000020614469,0.00003538751,0.00085892336,0.05587207,0.000101702586],"about_ca_topic_score_codex":0.0016156452,"about_ca_topic_score_gemma":0.080477126,"teacher_disagreement_score":0.07886148,"about_ca_system_score_codex":0.00030075343,"about_ca_system_score_gemma":0.00019420772,"threshold_uncertainty_score":0.93630177},"labels":[],"label_agreement":null},{"id":"W2465304002","doi":"10.1080/17524032.2016.1196534","title":"This changes everything: capitalism vs the climate","year":2016,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":226,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Capitalism; Climate change; Neoclassical economics; Economics; Natural resource economics; Political science; Geology; Oceanography; Law; Politics","score_opus":0.21557728097506526,"score_gpt":0.3705581175040392,"score_spread":0.15498083652897396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2465304002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46680534,0.0032688302,0.0000731789,0.29659244,0.00037140452,0.0010472465,0.00011044711,0.00035201313,0.23137908],"genre_scores_gemma":[0.9078832,0.08709257,0.000113959526,0.0010743566,0.00007353304,0.0000654177,0.00006141302,0.000012865828,0.0036226583],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850124,0.00073255436,0.00014433954,0.00013040328,0.00026788513,0.00022357953],"domain_scores_gemma":[0.99844956,0.00033614744,0.00012073681,0.0010247418,0.000008992444,0.00005979129],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010082909,0.00009269156,0.0000788637,0.000033212218,0.0015141683,0.00006153148,0.00084602967,0.00008139111,0.005962899],"category_scores_gemma":[0.000054234333,0.000059870057,0.000046986264,0.00007074592,0.0006213144,0.00025785115,0.000341714,0.000118197735,0.0014365375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012125965,0.00051679095,0.02631261,0.000016978149,0.000057981255,9.54268e-7,0.31304294,0.0000010689184,0.042576388,0.08570636,0.02440799,0.5072387],"study_design_scores_gemma":[0.00025871382,0.000027510341,0.023772845,0.000043073993,0.000014135038,0.0000014709628,0.008675291,0.000013161519,0.00024930094,0.0008570498,0.96591765,0.00016982485],"about_ca_topic_score_codex":0.00042485024,"about_ca_topic_score_gemma":0.0020998518,"teacher_disagreement_score":0.9415096,"about_ca_system_score_codex":0.0002841961,"about_ca_system_score_gemma":0.000009307868,"threshold_uncertainty_score":0.9997857},"labels":[],"label_agreement":null},{"id":"W2466669543","doi":"","title":"Barriers to Change: Climate Change Scepticism and Uncertainty in Canada","year":2016,"lang":"en","type":"article","venue":"Brock University Digital Repository (Brock University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Council for Research in the Social Sciences, Brock University; Brock University","keywords":"Climate change; Skepticism; Climatology; Environmental science; Environmental resource management; Epistemology; Geology; Philosophy","score_opus":0.08482429832903271,"score_gpt":0.2703358329430502,"score_spread":0.18551153461401748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466669543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461868,0.000043642623,0.000025379632,0.00058606104,0.00030139502,0.0005601464,0.00016982199,0.00012191864,0.05200483],"genre_scores_gemma":[0.9617179,0.001558491,0.00001325787,0.00030656127,0.00009870922,8.939539e-7,0.0000079795955,0.000012014382,0.036284197],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986073,0.00017250187,0.00012245406,0.00035784216,0.00028050106,0.00045945038],"domain_scores_gemma":[0.9987038,0.0001361989,0.00008730876,0.00026371388,0.00012816755,0.0006808425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000007281315,0.00016552286,0.00018455804,0.0003458794,0.0007272727,0.00007168801,0.0004895229,0.00011139439,0.000041756528],"category_scores_gemma":[0.000083164196,0.00018164607,0.000055697074,0.0005901427,0.00015949074,0.0013631388,0.00041746857,0.000106166975,0.00002295447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004515218,0.00006787807,0.93421257,0.000045035547,0.00003237338,0.00017102713,0.004251618,0.000010070927,0.0025617387,0.0010755861,0.01410108,0.0430195],"study_design_scores_gemma":[0.0009373092,0.00007145806,0.09306495,0.00021194648,0.000025298377,0.000006466041,0.2121026,0.00000365691,0.000012465592,0.000023497189,0.6930494,0.0004909463],"about_ca_topic_score_codex":0.43989766,"about_ca_topic_score_gemma":0.9693648,"teacher_disagreement_score":0.8411476,"about_ca_system_score_codex":0.0024579205,"about_ca_system_score_gemma":0.0004328029,"threshold_uncertainty_score":0.7407312},"labels":[],"label_agreement":null},{"id":"W2471809938","doi":"10.1162/posc_a_00229","title":"Climate Change and Second-Order Uncertainty: Defending a Generalized, Normative, and Structural Argument from Inductive Risk","year":2016,"lang":"en","type":"article","venue":"Perspectives on Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Normative; Argument (complex analysis); Interpretation (philosophy); Inductive reasoning; Epistemology; Order (exchange); Climate change; Positive economics; Economics; Philosophy","score_opus":0.2489394105576237,"score_gpt":0.4181363123408788,"score_spread":0.16919690178325508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471809938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749936,0.00037219896,0.000040558556,0.0025729479,0.00014006562,0.0002676506,0.00013679304,0.0000461528,0.008924298],"genre_scores_gemma":[0.98374254,0.015137327,0.0007084028,0.00018173755,0.00013892578,0.00003384785,0.0000018314252,0.000005924722,0.000049486134],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99850035,0.0002462335,0.00012494481,0.00044332008,0.00034893467,0.00033622785],"domain_scores_gemma":[0.99904585,0.00025001116,0.00013532653,0.00022393849,0.00017992513,0.0001649546],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000763264,0.00012611016,0.00013445923,0.00016154091,0.0015384656,0.00019474616,0.0002603598,0.000048315305,0.00067657913],"category_scores_gemma":[0.0003379166,0.000088648565,0.000022725628,0.00039272656,0.0018657603,0.0009278904,0.00019030091,0.00011162032,0.000021210406],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007200079,0.000032059434,0.029654095,0.0000039795314,0.000012804825,6.597292e-7,0.74701715,7.465868e-7,0.0057843546,0.06338303,0.000014692748,0.1540244],"study_design_scores_gemma":[0.0012321767,0.00014574055,0.51186717,0.00013826902,0.000023242896,0.0000023126042,0.46673408,0.00055841217,0.00026049922,0.0150854755,0.0034324469,0.0005201899],"about_ca_topic_score_codex":0.0025095812,"about_ca_topic_score_gemma":0.0038388374,"teacher_disagreement_score":0.48221308,"about_ca_system_score_codex":0.00033422146,"about_ca_system_score_gemma":0.00003975954,"threshold_uncertainty_score":0.9997614},"labels":[],"label_agreement":null},{"id":"W2476559208","doi":"10.1177/2053019616662052","title":"Ethics in the Anthropocene: A research agenda","year":2016,"lang":"en","type":"article","venue":"The Anthropocene Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Carleton University","funders":"","keywords":"Anthropocene; Environmental ethics; Stewardship (theology); Normative; Earth system science; Sociology; Epistemology; Political science; Ecology; Law; Philosophy","score_opus":0.9112981021805164,"score_gpt":0.6759305438294098,"score_spread":0.23536755835110668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476559208","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020274515,0.14242081,0.00004002714,0.7646222,0.00018964754,0.00097183004,0.000009887316,0.00004574905,0.08967241],"genre_scores_gemma":[0.18248576,0.81188244,0.000016390011,0.0051515447,0.00016810717,0.000060415612,0.0000035973005,0.000009147862,0.00022257859],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915952,0.006691929,0.0003002373,0.00018881507,0.0008040886,0.0004197446],"domain_scores_gemma":[0.99648154,0.0022185764,0.00008675892,0.00092387677,0.00024053437,0.00004871143],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.018939042,0.000099100165,0.00019313644,0.000053031723,0.0017871412,0.00006390302,0.00129665,0.000104888146,0.004541023],"category_scores_gemma":[0.0023130327,0.000042686785,0.000091426795,0.0010370477,0.0024645203,0.00013971323,0.00014875451,0.0005879315,0.0009049541],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012452309,0.00022348862,0.0012574918,0.00061814726,0.000011960954,0.0000064901055,0.037322838,5.0939484e-8,0.000086694796,0.05955383,0.100764126,0.8001424],"study_design_scores_gemma":[0.00011519042,0.000027238848,0.0017150007,0.0025576798,0.000012634827,0.0000036017009,0.00616716,8.367805e-7,0.000013661285,0.0035818266,0.9857046,0.00010058667],"about_ca_topic_score_codex":0.0024758861,"about_ca_topic_score_gemma":0.004235591,"teacher_disagreement_score":0.88494045,"about_ca_system_score_codex":0.00014457571,"about_ca_system_score_gemma":0.0002298167,"threshold_uncertainty_score":0.999873},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"agree"},{"id":"W2481035167","doi":"","title":"Amerikansk hummer i Norge: Harmløst tilskudd i den norske fauna eller potensiell kilde til genetisk forurensning og nye sykdommer?","year":2011,"lang":"no","type":"article","venue":"Duo Research Archive (University of Oslo)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.4263553720718461,"score_gpt":0.39662978024823903,"score_spread":0.029725591823607067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481035167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6322529,0.0016933567,0.005199498,0.008072421,0.0006830976,0.0018582175,0.00084357336,0.0001778741,0.34921908],"genre_scores_gemma":[0.92897695,0.048139792,0.00628978,0.0002510151,0.0003428907,0.0000042398506,0.00030379512,0.00007063003,0.015620906],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933385,0.002553376,0.0003801622,0.0008159019,0.001480894,0.0014311145],"domain_scores_gemma":[0.9959384,0.00082959235,0.0003386772,0.0012076156,0.0009218322,0.0007638822],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0024322947,0.00036193192,0.0005780951,0.0008551262,0.002950106,0.000092301714,0.002320952,0.00031809177,0.013235471],"category_scores_gemma":[0.00028454402,0.00045470792,0.00041112618,0.00123327,0.0037660259,0.00055585755,0.0016451473,0.0013526627,0.0024321713],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015893271,0.0014574139,0.04737913,0.00033431416,0.0005637129,0.0001958499,0.66806674,0.0000149606185,0.027200053,0.0061333873,0.077917516,0.1691476],"study_design_scores_gemma":[0.0025786436,0.0008586624,0.24493968,0.0005427201,0.00023530851,0.000010209545,0.29571745,0.0023935104,0.0003092089,0.0041281614,0.44709954,0.001186906],"about_ca_topic_score_codex":0.04404013,"about_ca_topic_score_gemma":0.033543255,"teacher_disagreement_score":0.3723493,"about_ca_system_score_codex":0.00027114755,"about_ca_system_score_gemma":0.00038755304,"threshold_uncertainty_score":0.9997905},"labels":[],"label_agreement":null},{"id":"W2499067972","doi":"10.5840/cpsem200944","title":"How Trash Figures in Sustainability in Culture and Biology","year":2009,"lang":"en","type":"book-chapter","venue":"Semiotics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental ethics; Biology; Ecology; Philosophy","score_opus":0.26889313392088304,"score_gpt":0.42976230561292417,"score_spread":0.16086917169204112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499067972","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030162495,0.0026518297,0.000004763425,0.026057221,0.0001141322,0.000532497,0.000037558206,0.00004502746,0.96754074],"genre_scores_gemma":[0.22519866,0.107523836,0.00016022928,0.000778481,0.000306627,0.000005349573,0.00024978415,0.00002131133,0.6657557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993298,0.00011263444,0.00014362107,0.0001765387,0.00006848586,0.00016892535],"domain_scores_gemma":[0.9995178,0.00009283183,0.00006858082,0.00019786933,0.000076220116,0.000046705238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003986177,0.000114050454,0.0002010263,0.00010008412,0.000082238745,0.00004734312,0.00016721679,0.00053638866,0.00011528563],"category_scores_gemma":[0.00025836515,0.000112591166,0.00003404623,0.000046214354,0.00026669767,0.00004914347,0.000041178206,0.00036556195,0.0000027003202],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018670497,0.00007061746,0.008518579,0.00015689727,0.0000070185934,0.000006967593,0.07159868,0.0000028766713,0.000022799499,0.70409036,0.003264403,0.21224211],"study_design_scores_gemma":[0.00011676169,0.000024166817,0.003315195,0.00007415146,0.0000047067533,3.2984073e-7,0.0050297976,0.00000707168,2.8439612e-7,0.16367969,0.8276038,0.00014402454],"about_ca_topic_score_codex":0.00032971855,"about_ca_topic_score_gemma":0.039275277,"teacher_disagreement_score":0.8243394,"about_ca_system_score_codex":0.0003219512,"about_ca_system_score_gemma":0.000073494964,"threshold_uncertainty_score":0.97825545},"labels":[],"label_agreement":null},{"id":"W2505010416","doi":"10.1057/9781137011695_5","title":"The Silence of the Polar Bears: Performing (Climate) Change in the Theater of Species","year":2012,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan US eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global warming; Globe; Silence; Ice caps; Arctic; Sea ice; The arctic; Climate change; History; Geography; Oceanography; Meteorology; Physical geography; Geology; Art; Glacier; Psychology","score_opus":0.23196320045526825,"score_gpt":0.3535967055543987,"score_spread":0.12163350509913046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2505010416","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02173202,0.0028718289,2.8469856e-7,0.0008848648,0.0002734759,0.0009042567,0.0001252948,0.000016192813,0.9731918],"genre_scores_gemma":[0.97965014,0.016824288,0.0000069553557,0.00025793142,0.00035297914,0.000039613526,0.000013824088,0.000024600613,0.002829652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814963,0.00032730872,0.0004208789,0.00015823776,0.0005730196,0.00037094948],"domain_scores_gemma":[0.99807984,0.0004352371,0.00041646342,0.00091493496,0.0001119102,0.000041622112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016858472,0.0002150451,0.00027186764,0.00007858073,0.0006778105,0.000050290117,0.0013154715,0.00021756085,0.00051428546],"category_scores_gemma":[0.000048848295,0.00011127086,0.00022104797,0.00004282202,0.0010824525,0.00000738684,0.0002856843,0.0003747314,0.000022615852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025300305,0.0000039698843,0.011553948,0.0000869273,0.000023154917,4.6618825e-7,0.1968168,8.9048555e-8,0.000301429,0.7459538,0.000015115045,0.04521898],"study_design_scores_gemma":[0.0007949111,0.00019202381,0.25989816,0.0027749762,0.00033475034,0.000018041866,0.08895758,0.000033355547,0.00051513227,0.21081506,0.43427676,0.0013892303],"about_ca_topic_score_codex":0.0019951523,"about_ca_topic_score_gemma":0.011899343,"teacher_disagreement_score":0.9703621,"about_ca_system_score_codex":0.000070658316,"about_ca_system_score_gemma":0.000039294828,"threshold_uncertainty_score":0.66401124},"labels":[],"label_agreement":null},{"id":"W2507944264","doi":"10.1111/cars.12111","title":"The Endangered Arctic, the Arctic as Resource Frontier: Canadian News Media Narratives of Climate Change and the North","year":2016,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; National Science Foundation","keywords":"Arctic; Climate change; Political science; The arctic; Geography; Frontier; Ethnology; Humanities; Narrative; Sociology; Archaeology; Ecology; Art; Oceanography","score_opus":0.22802865492567406,"score_gpt":0.34614611576799137,"score_spread":0.1181174608423173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507944264","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33394265,0.1294226,0.0000013505115,0.52765495,0.00049784064,0.0016792835,0.0005316903,0.000023946563,0.006245658],"genre_scores_gemma":[0.575894,0.41697383,0.00001768022,0.0065777465,0.0002143374,0.00019413544,0.00003543946,0.000013329828,0.00007948839],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952302,0.0026906296,0.0005206834,0.00028633265,0.00009250251,0.0011796525],"domain_scores_gemma":[0.9948297,0.0028897338,0.00044592813,0.0007617393,0.00033350883,0.0007393557],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004749777,0.0002176301,0.00054639345,0.00009749117,0.0019686841,0.000022372882,0.0012085657,0.000274594,0.00030858832],"category_scores_gemma":[0.005853865,0.000112121365,0.00021774648,0.00024049588,0.008200913,0.00008794791,0.000082826766,0.00038809792,0.00001856325],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003820328,0.000008747566,0.12138708,0.0006599619,0.000150636,0.000008549674,0.6195577,9.963494e-8,0.000007328923,0.1372184,0.008764698,0.11219861],"study_design_scores_gemma":[0.00049219467,0.00006138256,0.18091473,0.0014829178,0.000118130236,0.000011657634,0.24719924,0.0000015331427,2.7494792e-7,0.02137755,0.5480591,0.00028131186],"about_ca_topic_score_codex":0.7549521,"about_ca_topic_score_gemma":0.9985266,"teacher_disagreement_score":0.53929436,"about_ca_system_score_codex":0.001556089,"about_ca_system_score_gemma":0.001421243,"threshold_uncertainty_score":0.99933064},"labels":[],"label_agreement":null},{"id":"W2508080230","doi":"10.5751/es-08482-210325","title":"Global environmental change: local perceptions, understandings, and explanations","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":132,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institució Catalana de Recerca i Estudis Avançats; European Commission","keywords":"Perception; Adaptation (eye); Mediation; Documentation; Scale (ratio); Environmental change; Climate change; Local adaptation; Resource (disambiguation); Psychology; Environmental resource management; Geography; Sociology; Social science; Ecology; Computer science","score_opus":0.2323124996906035,"score_gpt":0.389434713238759,"score_spread":0.1571222135481555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508080230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96192825,0.00030988455,0.0011409629,0.029391855,0.00015407297,0.00018290989,0.00008150861,0.00005715718,0.006753413],"genre_scores_gemma":[0.96917254,0.029430063,0.00009578953,0.00083056086,0.00007602222,0.000018396115,0.000013049929,0.000002058113,0.00036153258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995618,0.00009001584,0.000059417565,0.00010723833,0.00005646492,0.00012506354],"domain_scores_gemma":[0.99976176,0.000083852174,0.000022447328,0.000059649366,0.000006089534,0.0000662261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022099368,0.000045077293,0.000054643846,0.000008111442,0.00081296073,0.000015766249,0.000049207425,0.00012154658,0.001133919],"category_scores_gemma":[0.000010996203,0.000037287777,0.000026489952,0.00003708685,0.0008836576,0.00013736822,0.000046925008,0.000034731136,0.000025386069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008350956,0.00008370942,0.7647014,0.000006113239,0.000026950196,5.182045e-7,0.100093745,6.658031e-8,0.00016326358,0.07262996,0.008727601,0.053558275],"study_design_scores_gemma":[0.0003339396,0.000026300828,0.85529083,0.0000056503864,0.000010638269,0.0000031193363,0.10640145,0.000028516133,3.4925912e-7,0.0035292301,0.034283757,0.000086232576],"about_ca_topic_score_codex":0.000094773364,"about_ca_topic_score_gemma":0.0028639976,"teacher_disagreement_score":0.09058937,"about_ca_system_score_codex":0.00021633007,"about_ca_system_score_gemma":0.000012752309,"threshold_uncertainty_score":0.99977916},"labels":[],"label_agreement":null},{"id":"W2508780890","doi":"10.1086/428329","title":"<i>Cellular Phones, Public Fears, and a Culture of Precaution</i>. By Adam  Burgess. Cambridge: Cambridge University Press, 2004. Pp. x+301. $65.00 (cloth); $24.00 (paper).","year":2004,"lang":"en","type":"article","venue":"American Journal of Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Reprint; Download; Permission; Media studies; Sociology; Section (typography); Library science; Political science; Law; Computer science; Advertising; Business","score_opus":0.08161607096800776,"score_gpt":0.3158187426800455,"score_spread":0.23420267171203774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508780890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9478346,0.025709553,0.00046522578,0.018924741,0.0003785083,0.00024923202,0.00016615861,0.00005131568,0.006220654],"genre_scores_gemma":[0.92278445,0.07518376,0.0003464643,0.0005070642,0.00017930692,0.0000013767084,0.00004264994,0.00001344438,0.00094149815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981221,0.00071185036,0.00036576722,0.00018638141,0.0002743716,0.00033951527],"domain_scores_gemma":[0.99826807,0.00013154201,0.0007847158,0.00021331599,0.00036722762,0.0002351377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007245582,0.00015249597,0.00044337809,0.00007635109,0.00042227088,0.000029310782,0.00046763313,0.00017557385,0.00008697376],"category_scores_gemma":[0.00013356452,0.00014866306,0.00012455138,0.0002793,0.0026473992,0.00037619894,0.000089270216,0.00043555468,0.000005110677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065809704,0.0013831677,0.03094774,0.00011539189,0.0006702405,0.00006368612,0.14938687,0.000051516807,0.075780444,0.045738466,0.6710644,0.024139985],"study_design_scores_gemma":[0.0013030593,0.00063295336,0.005941893,0.000062953324,0.00007552539,0.00004710191,0.07397976,0.0000052922323,0.0001725888,0.00014460301,0.91734856,0.00028570293],"about_ca_topic_score_codex":0.008401297,"about_ca_topic_score_gemma":0.00018919431,"teacher_disagreement_score":0.24628417,"about_ca_system_score_codex":0.00032690522,"about_ca_system_score_gemma":0.0003641305,"threshold_uncertainty_score":0.99820185},"labels":[],"label_agreement":null},{"id":"W2512318737","doi":"10.1523/eneuro.0200-16.2016","title":"With Great Power Comes Great Responsibility—A Personal Philosophy for Communicating Science in Society","year":2016,"lang":"en","type":"article","venue":"eNeuro","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Collaboration On Repair Discoveries; University of Victoria","funders":"University of Victoria","keywords":"Honor; Science communication; Sociology; Sociology of scientific knowledge; Power (physics); Public awareness of science; Public relations; Engineering ethics; Epistemology; Social science; Computer science; Science education; Political science; Internet privacy; Engineering","score_opus":0.34250624243357275,"score_gpt":0.43470782526149376,"score_spread":0.09220158282792101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512318737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442296,0.00005455427,0.000052610103,0.028732514,0.00008508725,0.00034441138,0.000023053644,0.00007131834,0.026406864],"genre_scores_gemma":[0.99709636,0.00053145486,0.0008568872,0.0007893158,0.00004535795,0.000039688493,0.000003299293,0.000009907869,0.00062771275],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998822,0.00023569936,0.00013817841,0.00023942532,0.0002911718,0.0002735707],"domain_scores_gemma":[0.9983938,0.000861757,0.00006529127,0.00045770637,0.00014017808,0.000081289836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015146576,0.00008462688,0.00010913667,0.000068511,0.0009158127,0.00006002006,0.0005731675,0.00004687963,0.00031625712],"category_scores_gemma":[0.0004776388,0.00005951142,0.00006108104,0.0003969666,0.0012722511,0.00030189104,0.00013127123,0.000092737464,0.000014212132],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088184443,0.00044311536,0.37262905,0.0000671547,0.000020825979,0.0000036915053,0.43097878,0.0000027140034,0.038384166,0.055743326,0.0027278506,0.09811749],"study_design_scores_gemma":[0.0068149534,0.0009782974,0.4154423,0.00089128246,0.000038553295,0.000014255668,0.06293486,0.00061033753,0.0009754432,0.013729449,0.49593404,0.0016362468],"about_ca_topic_score_codex":0.00016798594,"about_ca_topic_score_gemma":0.0018184904,"teacher_disagreement_score":0.49320617,"about_ca_system_score_codex":0.00020834107,"about_ca_system_score_gemma":0.0001553528,"threshold_uncertainty_score":0.7043783},"labels":[],"label_agreement":null},{"id":"W2512674000","doi":"10.5539/mas.v10n10p241","title":"Nanotechnologies, Risks and Societal Concerns","year":2016,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Phenomenon; Competence (human resources); Sociology; Subject (documents); Exploratory research; Social issues; Political science; Social science; Epistemology; Psychology; Social psychology; Computer science; Law; Engineering","score_opus":0.584942159814221,"score_gpt":0.4729434903466646,"score_spread":0.11199866946755643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512674000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77411056,0.00017508001,0.02050316,0.0153974,0.00017792723,0.00037137227,0.000013868888,0.00051135436,0.18873928],"genre_scores_gemma":[0.996254,0.002569549,0.0004749327,0.00018738891,0.000039657272,0.000019852934,4.7508303e-7,0.0000037271304,0.00045040096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908,0.000020740557,0.00008250122,0.00024203063,0.0003069824,0.00026776214],"domain_scores_gemma":[0.9994863,0.00007328757,0.000045136687,0.00026462204,0.00004670203,0.000083940955],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007712361,0.000059325903,0.000067004374,0.00005100749,0.001029943,0.00009163375,0.0005059405,0.00007238658,0.00016136926],"category_scores_gemma":[0.000095309864,0.000042792122,0.000014921296,0.00025997334,0.0033799824,0.00019532685,0.00020971725,0.00006134742,0.00007111333],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036300091,0.00001209419,0.0009276587,0.0000014270671,9.402783e-7,1.2121755e-7,0.009961743,2.2092762e-7,0.41785166,0.05640707,0.00011281001,0.5147206],"study_design_scores_gemma":[0.0031828508,0.00014168191,0.088418916,0.00014454803,0.000037979058,0.0000065964955,0.056586172,0.006594731,0.022826595,0.3691377,0.45082548,0.0020967496],"about_ca_topic_score_codex":0.00019555565,"about_ca_topic_score_gemma":0.0004245211,"teacher_disagreement_score":0.5126239,"about_ca_system_score_codex":0.00013221556,"about_ca_system_score_gemma":0.00010415935,"threshold_uncertainty_score":0.99933225},"labels":[],"label_agreement":null},{"id":"W2512884268","doi":"10.1177/1075547016664737","title":"One Scientist’s Struggle to Be a Better Writer, and a Plea for Undergraduate Science-Writing Engagement","year":2016,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Plea; Outreach; Science communication; Battle; Public engagement; Undergraduate research; Public relations; Sociology; Media studies; Mathematics education; Pedagogy; Psychology; Political science; Medical education; Science education; History; Law; Medicine","score_opus":0.5030423817574169,"score_gpt":0.47897023401455063,"score_spread":0.024072147742866257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512884268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7799402,0.00012462355,0.0035439385,0.19630554,0.00021940282,0.0011080138,0.0000321337,0.00013518412,0.018590985],"genre_scores_gemma":[0.9804347,0.0011309112,0.016354335,0.0014932182,0.00005071786,0.00013528482,0.0000072082207,0.000008365789,0.00038525052],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778265,0.0002260541,0.00026286294,0.00042538004,0.0007761513,0.0005269074],"domain_scores_gemma":[0.9975198,0.00042158162,0.00012655242,0.0010700752,0.0005860468,0.0002759688],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008287793,0.000096397904,0.00011373106,0.00042768577,0.0055055767,0.00071459025,0.0018939036,0.000038017624,0.00009252745],"category_scores_gemma":[0.0014037191,0.00008725772,0.000031307714,0.0015032707,0.0039979997,0.0013232925,0.0008387225,0.00008909237,0.00003270166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020199723,0.00014264087,0.0023929954,0.000017970402,0.0000042872057,5.962891e-8,0.050646238,0.0000010419081,0.22419018,0.18076351,0.0009337272,0.5408872],"study_design_scores_gemma":[0.0035221023,0.00064273406,0.15611646,0.0012765517,0.00007486957,0.0000045553948,0.09198971,0.0020256776,0.010704983,0.09555041,0.63618773,0.0019042003],"about_ca_topic_score_codex":0.0003098037,"about_ca_topic_score_gemma":0.0019448228,"teacher_disagreement_score":0.635254,"about_ca_system_score_codex":0.00048429982,"about_ca_system_score_gemma":0.00034991757,"threshold_uncertainty_score":0.99871254},"labels":[],"label_agreement":null},{"id":"W2513513008","doi":"","title":"Debating Canadian Climate Change Policy: Policy Networks and Discourse Coalitions in National News Media","year":2014,"lang":"en","type":"article","venue":"XVIII ISA World Congress of Sociology (July 13-19, 2014)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; News media; Climate change; Climate policy; Discourse analysis; Public relations; Public administration; Political economy; Media studies; Sociology; Law; Linguistics","score_opus":0.22211821723243383,"score_gpt":0.4449690990133807,"score_spread":0.2228508817809469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513513008","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28392658,0.0035484154,0.0000971394,0.40210655,0.0021711886,0.0018884313,0.0012603964,0.0003015368,0.30469975],"genre_scores_gemma":[0.98379064,0.005926244,0.00011235315,0.007909691,0.0015146018,0.000116906245,0.00030917884,0.000020315472,0.00030006084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974394,0.00090659456,0.0004328725,0.00029519032,0.00023166233,0.00069431704],"domain_scores_gemma":[0.9978156,0.0009908316,0.00028009323,0.00027679236,0.0001901124,0.0004465567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016101091,0.00018579989,0.00035012522,0.00077138824,0.0009116679,0.00005111655,0.00041705105,0.00029126924,0.00029469802],"category_scores_gemma":[0.0012209506,0.0002002095,0.00007446697,0.00045398786,0.0020607556,0.0002607015,0.00013571422,0.00035919482,0.000044066746],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021921669,0.000059538375,0.16374265,0.000035424328,0.000027002565,0.0000016745349,0.063015,0.00006170867,0.000020650954,0.7415182,0.018350812,0.013145422],"study_design_scores_gemma":[0.0030254775,0.00009823923,0.44574523,0.0003916277,0.00006767395,0.000008320681,0.04094158,0.0028962537,0.0000035715768,0.054246247,0.45133808,0.001237689],"about_ca_topic_score_codex":0.44675088,"about_ca_topic_score_gemma":0.9379143,"teacher_disagreement_score":0.6998641,"about_ca_system_score_codex":0.0004464981,"about_ca_system_score_gemma":0.0006060847,"threshold_uncertainty_score":0.8164307},"labels":[],"label_agreement":null},{"id":"W2519818096","doi":"10.5751/es-08626-210330","title":"Integrated science and art education for creative climate change communication","year":2016,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Ecology; Geography; Environmental resource management; Sociology; Environmental science; Biology","score_opus":0.2664199808736101,"score_gpt":0.44338964220124627,"score_spread":0.1769696613276362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519818096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8849445,0.0005705283,0.00014777563,0.05318988,0.00034384182,0.0011362926,0.0000498448,0.00010664002,0.059510704],"genre_scores_gemma":[0.9533357,0.042423964,0.0013352216,0.0016359749,0.00007034858,0.00024942422,0.00002327417,0.0000041319145,0.000921976],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99943525,0.000120702076,0.000083056075,0.00013388769,0.00006591876,0.00016121329],"domain_scores_gemma":[0.99918205,0.00026563244,0.000059586662,0.00013475634,0.00029664178,0.000061357205],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014339361,0.00004893186,0.00007210342,0.000027755277,0.0014812859,0.000039426286,0.00012952878,0.00009306336,0.0001273624],"category_scores_gemma":[0.00028296342,0.00003780866,0.000020792306,0.00013741886,0.0014650373,0.00032347644,0.000071292925,0.00004805704,0.0000113998185],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003683569,0.00018346061,0.04296212,0.000033555265,0.000016265361,2.2872438e-8,0.21666329,1.0672221e-8,0.0023643402,0.28545263,0.01617041,0.43611705],"study_design_scores_gemma":[0.00072544755,0.00011314295,0.50105596,0.00009249275,0.000027588678,0.0000014518203,0.08566929,0.0001407236,0.000053139414,0.010892957,0.4010034,0.00022440068],"about_ca_topic_score_codex":0.00011277349,"about_ca_topic_score_gemma":0.0014317668,"teacher_disagreement_score":0.45809385,"about_ca_system_score_codex":0.00013665244,"about_ca_system_score_gemma":0.00014862948,"threshold_uncertainty_score":0.9998186},"labels":[],"label_agreement":null},{"id":"W2520699618","doi":"10.1002/lob.10151","title":"A Shifting Tide: Recommendations for Incorporating Science Communication into Graduate Training","year":2016,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Western University","funders":"National Science Foundation","keywords":"Training (meteorology); Medical education; Science communication; Psychology; Graduate students; Public relations; Political science; Science education; Pedagogy; Medicine","score_opus":0.4541238234003153,"score_gpt":0.44085110561027724,"score_spread":0.01327271779003808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520699618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6283321,0.00045279248,0.003560636,0.3539748,0.0003049564,0.0005731962,0.00002953952,0.0002857335,0.012486281],"genre_scores_gemma":[0.97890276,0.0034401522,0.01664464,0.00074460416,0.000065349515,0.000058906382,0.000023858045,0.000008400146,0.00011130848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988738,0.0002726727,0.00023568624,0.00022521416,0.00011712723,0.00027552719],"domain_scores_gemma":[0.9984982,0.0007727779,0.00017357581,0.00026950595,0.00019562438,0.00009030455],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023216938,0.00008806847,0.000117834286,0.00025677664,0.002867948,0.000081949016,0.00037068687,0.00009488107,0.00014015178],"category_scores_gemma":[0.0007197319,0.00007515458,0.000049541813,0.00043034102,0.0018059359,0.00018890206,0.00011726845,0.00011584645,0.000015881637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049300703,0.0000736025,0.022952404,0.000022218508,0.000023155519,2.421349e-7,0.13139284,2.779604e-7,0.0021955585,0.26846206,0.004018383,0.57080996],"study_design_scores_gemma":[0.0013714046,0.0001846949,0.017512657,0.00035799,0.000041107654,0.0000048523693,0.100750335,0.000073919444,0.00020037135,0.096540354,0.78243095,0.00053136644],"about_ca_topic_score_codex":0.00014243927,"about_ca_topic_score_gemma":0.0010993929,"teacher_disagreement_score":0.7784126,"about_ca_system_score_codex":0.000038999282,"about_ca_system_score_gemma":0.000064701264,"threshold_uncertainty_score":0.9984302},"labels":[],"label_agreement":null},{"id":"W2521092731","doi":"10.2196/medinform.5353","title":"Characterizing the (Perceived) Newsworthiness of Health Science Articles: A Data-Driven Approach","year":2016,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mainstream; Mass media; Press release; News media; Computer science; Topic model; Health science; Newspaper; Psychology; Medicine; Medical education; Artificial intelligence; Advertising; Sociology; Political science; Media studies","score_opus":0.43113927238889405,"score_gpt":0.4727825248968573,"score_spread":0.041643252507963247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521092731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92527723,0.00004432319,0.0033157,0.04297302,0.00025860083,0.0006956154,0.000035460598,0.000118767435,0.027281262],"genre_scores_gemma":[0.9952096,0.0017772958,0.00088386564,0.0019277687,0.00009810781,0.000019780406,0.000024766536,0.0000039469537,0.00005490646],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99795115,0.00012101316,0.0005268068,0.00008175703,0.0010402178,0.00027902747],"domain_scores_gemma":[0.998514,0.00014595929,0.00028372288,0.0007306856,0.00012194728,0.00020367964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036850546,0.00006451285,0.00014776188,0.000066190194,0.0006093049,0.000062994935,0.0017093414,0.00006154791,0.0004028959],"category_scores_gemma":[0.0004390509,0.000033635828,0.000025138532,0.00049179205,0.0017965209,0.0008464392,0.00044008179,0.00012713633,0.00005205224],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063676202,0.000121231176,0.0025892113,0.00008377494,0.0000061902747,9.508059e-8,0.35982317,3.283488e-7,0.00015145176,0.006210333,0.0013321368,0.6296757],"study_design_scores_gemma":[0.0016560567,0.00013433053,0.15116672,0.0012745355,0.000020529978,0.000015946049,0.498352,0.041899655,0.00002895594,0.0006821276,0.30420735,0.00056178536],"about_ca_topic_score_codex":0.00021898957,"about_ca_topic_score_gemma":0.00018917373,"teacher_disagreement_score":0.6291139,"about_ca_system_score_codex":0.00008565304,"about_ca_system_score_gemma":0.00059773994,"threshold_uncertainty_score":0.6619356},"labels":[],"label_agreement":null},{"id":"W2521459088","doi":"10.1177/0013916516664382","title":"Climate Change Versus Global Warming: Who Is Susceptible to the Framing of Climate Change?","year":2016,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University; National Science Foundation","keywords":"Framing (construction); Climate change; Global warming; Framing effect; Politics; Social psychology; Emotive; Political science; Psychology; Sociology; Geography; Persuasion; Ecology; Law","score_opus":0.3320983425078562,"score_gpt":0.41082874440866796,"score_spread":0.07873040190081176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521459088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854881,0.0003064917,0.000007826453,0.010283556,0.00026098802,0.00057622517,0.00016882292,0.00002830636,0.0028796443],"genre_scores_gemma":[0.9480455,0.050876938,0.00008146255,0.00034248194,0.00027353578,0.00021423449,0.000007959089,0.000009326013,0.00014857017],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99900055,0.00008991505,0.00015284629,0.00018711916,0.00025235585,0.00031720498],"domain_scores_gemma":[0.9994625,0.000051288756,0.00008193158,0.00028863584,0.000010214425,0.000105473584],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003749661,0.0001060732,0.00012070683,0.00002881179,0.00044580924,0.000031184027,0.00022481714,0.00007901919,0.0017340698],"category_scores_gemma":[0.000010519249,0.00007110915,0.000050881794,0.000090229645,0.00019817434,0.00017326293,0.00023700843,0.000045447512,0.00021738674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007191392,0.00015568874,0.20457987,0.000014750105,0.000004900823,0.0000011100863,0.040573847,3.5465867e-8,0.0020619335,0.0009821496,0.00022613374,0.75132763],"study_design_scores_gemma":[0.0010678268,0.00035439685,0.77480996,0.00017407733,0.00015494715,8.3439664e-7,0.014377655,0.0000056451713,0.00030124348,0.000033838263,0.20835498,0.00036458496],"about_ca_topic_score_codex":0.00035554965,"about_ca_topic_score_gemma":0.00096475164,"teacher_disagreement_score":0.7509631,"about_ca_system_score_codex":0.00010783315,"about_ca_system_score_gemma":0.0000034440422,"threshold_uncertainty_score":0.99917847},"labels":[],"label_agreement":null},{"id":"W2521590171","doi":"10.3758/s13421-016-0652-5","title":"Evidence that photos promote rosiness for claims about the future","year":2016,"lang":"en","type":"article","venue":"Memory & Cognition","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Marsden Fund; Natural Sciences and Engineering Research Council of Canada; University of Southern California; New Zealand Government; Royal Society Te Apārangi; Royal Society; Kent State University","keywords":"Psychology; Cognitive psychology; Social psychology","score_opus":0.5281806208859587,"score_gpt":0.45022620705386324,"score_spread":0.0779544138320955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521590171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84446,0.0019425701,0.005058523,0.12226165,0.0022729088,0.0034316767,0.00013500282,0.00038368057,0.020053947],"genre_scores_gemma":[0.9863902,0.009432178,0.000071575836,0.0009408524,0.0010425834,0.00031360204,0.00003244573,0.000010897132,0.0017657095],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910253,0.00022290873,0.00011200742,0.00015398388,0.00022510249,0.00018345236],"domain_scores_gemma":[0.9990265,0.0003328373,0.00011917224,0.00024692845,0.00022745457,0.000047148562],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008709289,0.00007811186,0.000075973316,0.000029831132,0.00084840384,0.000087108136,0.000266281,0.00008870996,0.0012085926],"category_scores_gemma":[0.00021112607,0.000046286033,0.00006689943,0.00012844315,0.00019757815,0.00038219415,0.00003122793,0.000061929946,0.00014434874],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009983041,0.00005660392,0.00028046247,0.00003948499,0.000008506636,3.127863e-7,0.019238649,1.02885856e-7,0.03428412,0.00082631,0.004528906,0.9406367],"study_design_scores_gemma":[0.001849785,0.00015793163,0.04698241,0.0019641041,0.00017019089,0.00000627086,0.042641133,0.00007380006,0.016060043,0.01881641,0.87057996,0.00069793686],"about_ca_topic_score_codex":0.00005956435,"about_ca_topic_score_gemma":0.0023964704,"teacher_disagreement_score":0.9399388,"about_ca_system_score_codex":0.00007074357,"about_ca_system_score_gemma":0.00004621493,"threshold_uncertainty_score":0.9997044},"labels":[],"label_agreement":null},{"id":"W2522601543","doi":"10.1002/2016ef000356","title":"White Arctic vs. Blue Arctic: A case study of diverging stakeholder responses to environmental change","year":2016,"lang":"en","type":"article","venue":"Earth s Future","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ARC Resources (Canada); McGill University","funders":"","keywords":"Arctic ice pack; Arctic; Sea ice; Arctic sea ice decline; Climate change; Arctic geoengineering; Climatology; Cryosphere; Global warming; Environmental science; Oceanography; Geography; Drift ice; Meteorology; Geology","score_opus":0.3624282624148114,"score_gpt":0.38742987182677074,"score_spread":0.025001609411959336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522601543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99235296,0.00008723957,0.000004640388,0.0064814105,0.0002458761,0.00052153144,0.000046808993,0.00003207425,0.00022745956],"genre_scores_gemma":[0.9968034,0.0005248609,0.00006390678,0.0003971976,0.0004934172,0.000043276243,0.0000036724543,0.000010008741,0.0016602776],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99878347,0.00041222107,0.00014645982,0.0001796613,0.00027763957,0.00020057084],"domain_scores_gemma":[0.9993192,0.00010739862,0.000070891605,0.00034632857,0.00003245974,0.00012375394],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003834732,0.00009315754,0.00012079694,0.000095669006,0.00039184265,0.000028268532,0.00017370998,0.00005990827,0.0026354275],"category_scores_gemma":[0.000054837332,0.00007138556,0.000038251663,0.000159055,0.000086777065,0.00017988814,0.00010864048,0.000080660175,0.00010180568],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012385308,0.00031947484,0.41069093,0.000011781056,0.00001625225,0.00007794354,0.54515386,5.6510606e-7,0.0004708731,0.000047046473,0.00013106686,0.042956345],"study_design_scores_gemma":[0.0006587997,0.00029461502,0.53501993,0.00006753622,0.000022553839,0.00003055944,0.39803088,0.000001608581,0.000015572119,0.000011525409,0.06567063,0.00017577181],"about_ca_topic_score_codex":0.002120756,"about_ca_topic_score_gemma":0.027016709,"teacher_disagreement_score":0.14712296,"about_ca_system_score_codex":0.00006515965,"about_ca_system_score_gemma":0.000015818143,"threshold_uncertainty_score":0.9982763},"labels":[],"label_agreement":null},{"id":"W2525585653","doi":"","title":"Sunlight on Snow","year":2016,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sunlight; Snow; Environmental science; Meteorology; Geography; Optics; Physics","score_opus":0.5221988445061633,"score_gpt":0.4594806253596758,"score_spread":0.06271821914648745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525585653","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31683794,0.000019554866,0.000032592794,0.13694386,0.0002849804,0.00011754649,0.000005017842,0.00008594038,0.5456726],"genre_scores_gemma":[0.9831168,0.00088702375,0.000009629079,0.0015434831,0.00020555103,0.000008503729,0.0000010610172,0.0000039451047,0.014224022],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951446,0.00016288558,0.00004861197,0.000054958306,0.000110928646,0.000108165535],"domain_scores_gemma":[0.9994339,0.00024873717,0.00001916478,0.0002543061,0.00001581925,0.000028122275],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031417765,0.000032683663,0.000032264004,0.000015318976,0.00028465077,0.00002160288,0.00023201016,0.000026097488,0.006040323],"category_scores_gemma":[0.00006686749,0.000014880835,0.000029083078,0.000048038695,0.00013731873,0.000049336166,0.00002353412,0.000031659532,0.0025893026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006776773,0.000077380006,0.002793235,0.000002325847,0.00001257805,7.2181564e-7,0.06518246,1.2008687e-7,0.004532743,0.23631561,0.030713135,0.6603019],"study_design_scores_gemma":[0.00013573922,0.00001871963,0.010762653,0.00002438576,0.0000027318818,2.0930412e-7,0.0009225415,9.830615e-7,0.00019750786,0.0032792087,0.9845987,0.000056648376],"about_ca_topic_score_codex":0.000083325234,"about_ca_topic_score_gemma":0.0010157594,"teacher_disagreement_score":0.95388556,"about_ca_system_score_codex":0.000036656184,"about_ca_system_score_gemma":0.00000866709,"threshold_uncertainty_score":0.9981873},"labels":[],"label_agreement":null},{"id":"W2525708763","doi":"10.4000/vertigo.17733","title":"La dissonance communicationnelle des « porteurs de l’alerte » climatique","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.3384636020079135,"score_gpt":0.4229663227937736,"score_spread":0.08450272078586013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525708763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6683182,0.014010443,0.0062559824,0.09312971,0.0005760186,0.00030298714,0.000089299814,0.00020001984,0.21711732],"genre_scores_gemma":[0.7935518,0.18971512,0.0017304383,0.0005255598,0.00011617651,0.000034050492,0.000012827209,0.000019744326,0.01429426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977366,0.0012240811,0.00027081516,0.0001800884,0.00017599811,0.0004124318],"domain_scores_gemma":[0.99821556,0.00066973123,0.00013410214,0.0006927521,0.00010278782,0.00018507244],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008760052,0.00014014413,0.0001551237,0.000042739764,0.00067226146,0.00005782025,0.00066756894,0.00023323219,0.0032914479],"category_scores_gemma":[0.0002781268,0.00011987106,0.00010285062,0.00029963392,0.001555377,0.0004152833,0.00015925197,0.00017241933,0.0008064264],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025607043,0.0003573201,0.071727805,0.00007447208,0.000025744699,0.0000033208546,0.06318731,0.0000017699963,0.0034564217,0.25328687,0.011203032,0.59665036],"study_design_scores_gemma":[0.00037201698,0.000033448094,0.12336664,0.00062765065,0.000026185251,0.000009604625,0.0060151126,0.00014901366,0.0000968469,0.023259956,0.8457949,0.00024858903],"about_ca_topic_score_codex":0.0007837711,"about_ca_topic_score_gemma":0.004685835,"teacher_disagreement_score":0.8345919,"about_ca_system_score_codex":0.0004065905,"about_ca_system_score_gemma":0.00010171384,"threshold_uncertainty_score":0.99997157},"labels":[],"label_agreement":null},{"id":"W2526495010","doi":"10.5539/jsd.v9n5p214","title":"Global Climate Change Risk and Mitigation Perceptions: A Comparison of Nine Countries","year":2016,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Viewpoints; Climate change; Perception; Demographics; Hazard; Risk perception; Geography; Political science; Environmental resource management; Psychology; Demography; Economics; Sociology; Ecology; Biology","score_opus":0.14279182968453327,"score_gpt":0.4059543955953194,"score_spread":0.26316256591078613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526495010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993292,0.0008514549,0.0004437808,0.0033511529,0.00008730754,0.00019550472,0.000009792174,0.00001150134,0.0017575029],"genre_scores_gemma":[0.9798597,0.018577518,0.0011729656,0.000052030504,0.00009477512,0.000010182981,0.0000020850507,0.0000038950348,0.00022681519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876153,0.0001714492,0.00044914143,0.00006940529,0.00032909482,0.00021940215],"domain_scores_gemma":[0.9984305,0.000096044416,0.0005361822,0.00008058149,0.0007620652,0.000094635274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013888436,0.00007230303,0.00018668103,0.0001183031,0.0004625503,0.00004338243,0.00013912198,0.00006318178,0.00033001212],"category_scores_gemma":[0.00022246764,0.000053406347,0.00003501962,0.00019716953,0.000199077,0.0004501118,0.00006785691,0.000054555774,0.000006635659],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009781254,0.000109034554,0.8026636,0.000093664064,0.000024562518,0.0000039409583,0.111449085,0.0000011239255,0.000059118476,0.01594124,0.00069683057,0.068859935],"study_design_scores_gemma":[0.0005704233,0.00008287302,0.7101155,0.00021744525,0.000025596262,0.0000050189683,0.20298861,0.0000055867868,0.000032149415,0.0009751334,0.08487552,0.000106140484],"about_ca_topic_score_codex":0.00017269606,"about_ca_topic_score_gemma":0.00057488494,"teacher_disagreement_score":0.092548154,"about_ca_system_score_codex":0.00053546357,"about_ca_system_score_gemma":0.00020215729,"threshold_uncertainty_score":0.36134014},"labels":[],"label_agreement":null},{"id":"W2533517362","doi":"10.31542/j.ecj.67","title":"Communication Breakdown: The Media Effects on Ecuador's Environment","year":2012,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Globe; Environmental communication; Population; Public relations; Affect (linguistics); Print media; Political science; Sociology; Environmental ethics; Media studies; Psychology","score_opus":0.19840503801393325,"score_gpt":0.38030855976300804,"score_spread":0.1819035217490748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533517362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8314456,0.0037509184,0.00007410316,0.045142323,0.0011868924,0.00040455046,0.0000056402255,0.00007776611,0.1179122],"genre_scores_gemma":[0.9860812,0.011392846,0.00015746949,0.0014304535,0.00063875347,0.000009939984,0.000011875347,0.000008777843,0.00026868013],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756974,0.0015202459,0.00017874489,0.000054258922,0.00040363922,0.0002733476],"domain_scores_gemma":[0.99836206,0.0008270008,0.00014509201,0.00047255753,0.000025441452,0.000167844],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021814131,0.0000834777,0.0000958746,0.00004771892,0.00168998,0.00012292198,0.00052679953,0.00006664401,0.0018651463],"category_scores_gemma":[0.00012390754,0.00006009999,0.0000748244,0.00009072764,0.00018302105,0.00023583873,0.000081200065,0.00048887404,0.0007876759],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006259644,0.0004125618,0.0399713,0.000007396895,0.000035680616,0.0000023389373,0.14351965,0.00002536601,0.00024506534,0.0083232215,0.017973537,0.78942126],"study_design_scores_gemma":[0.00030287608,0.000041243904,0.2794185,0.000052886975,0.00001653736,0.00001558049,0.005438357,0.000014083524,0.00011708777,0.00077118,0.7136882,0.00012346504],"about_ca_topic_score_codex":0.00010163622,"about_ca_topic_score_gemma":0.0005649087,"teacher_disagreement_score":0.7892978,"about_ca_system_score_codex":0.000083374536,"about_ca_system_score_gemma":0.00001932034,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W2535404149","doi":"10.31542/j.ecj.23","title":"Sleeping Naked is Green","year":2011,"lang":"en","type":"article","venue":"Earth Common Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Greening; Environmentalism; Premise; Reading (process); Perspective (graphical); Art; Aesthetics; Visual arts; Sociology; Art history; Advertising; Law; Political science; Philosophy; Business; Epistemology","score_opus":0.5779247013804553,"score_gpt":0.43418093221422094,"score_spread":0.14374376916623433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535404149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50741637,0.00031652016,0.00014068178,0.008180943,0.0006209999,0.00009748802,0.000004764232,0.00007637082,0.48314586],"genre_scores_gemma":[0.993038,0.0021479346,0.0007219646,0.0014196396,0.00039135022,0.0000015358842,0.0000026015598,0.000007598992,0.0022693668],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999089,0.00028872964,0.00016341303,0.000060414335,0.00021173862,0.00018667316],"domain_scores_gemma":[0.9994535,0.000037145284,0.00010110529,0.00016971123,0.00008383559,0.00015470124],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076326233,0.000052781113,0.000082848404,0.000065336935,0.0009018849,0.00007026622,0.00031128366,0.000054594566,0.015122336],"category_scores_gemma":[0.000033834036,0.0000516228,0.00006676637,0.00012918744,0.000100093835,0.00022008628,0.000040799732,0.00025567223,0.00041355536],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003716179,0.000107397005,0.1009726,0.000005167273,0.000026948206,0.000013412308,0.43214002,3.2510366e-7,0.00018743912,0.0048714806,0.0066873734,0.45495066],"study_design_scores_gemma":[0.0003179608,0.00005000484,0.17789882,0.000047256737,0.000011383824,0.000029163111,0.011566266,0.0000508224,0.000066547036,0.005010181,0.8047814,0.00017019855],"about_ca_topic_score_codex":0.0012684024,"about_ca_topic_score_gemma":0.00493917,"teacher_disagreement_score":0.79809403,"about_ca_system_score_codex":0.000019182107,"about_ca_system_score_gemma":0.000037154234,"threshold_uncertainty_score":0.985778},"labels":[],"label_agreement":null},{"id":"W2535738532","doi":"10.1177/2378023116670660","title":"Conflicting Climate Change Frames in a Global Field of Media Discourse","year":2016,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland; The King's University","funders":"Japan Society for the Promotion of Science; National Science Council; National Science Foundation; Vetenskapsrådet; Higher Education Authority; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Climate change; Field (mathematics); Scale (ratio); Global warming; Political science; Politics; Geography; Environmental resource management; Climatology; Environmental science; Mathematics; Ecology; Geology; Cartography; Law","score_opus":0.6333355287826631,"score_gpt":0.6312899069964141,"score_spread":0.002045621786249008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2535738532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8865139,0.00068299525,0.00022900995,0.07254583,0.0002519817,0.0015547074,0.00043187314,0.00015135005,0.037638366],"genre_scores_gemma":[0.99240875,0.006220049,0.00031358862,0.00023326906,0.000170005,0.00035138256,0.00002355972,0.0000073679744,0.00027200108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99737424,0.00089959,0.00028767664,0.00025050106,0.0004354873,0.0007524871],"domain_scores_gemma":[0.9934589,0.0058835996,0.000089009605,0.00022155563,0.00021657952,0.00013034233],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004316008,0.00009700288,0.00024309964,0.00011386076,0.0004922604,0.000024447267,0.00045531243,0.00023604257,0.00091721746],"category_scores_gemma":[0.004366451,0.00006716991,0.00017606109,0.00048700479,0.0014756983,0.00013660328,0.00021039572,0.00030272795,0.000028573451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003277079,0.00037450728,0.13219458,0.00009371126,0.0000273931,0.000003796264,0.06895739,2.4652573e-7,0.00059542566,0.50227606,0.0011035891,0.2940456],"study_design_scores_gemma":[0.0034281388,0.00074832694,0.26849672,0.0012247816,0.000028481094,7.4818684e-7,0.21261217,0.0006657652,0.000021395355,0.4680027,0.043972168,0.0007985965],"about_ca_topic_score_codex":0.0010131006,"about_ca_topic_score_gemma":0.030601727,"teacher_disagreement_score":0.29324698,"about_ca_system_score_codex":0.00050888356,"about_ca_system_score_gemma":0.00008292602,"threshold_uncertainty_score":0.99999607},"labels":[],"label_agreement":null},{"id":"W2548354391","doi":"","title":"Insights on the Media’s Practices and Representations of (Global Warming) Science: Confusing the public, educating school children?","year":2011,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Global warming; Journalism; Face (sociological concept); Public relations; Political science; Media studies; Sociology; Social science; Climate change","score_opus":0.32600922941000743,"score_gpt":0.49047383330800925,"score_spread":0.16446460389800183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548354391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9359453,0.0001562008,0.000020637917,0.052716386,0.00054987473,0.00031442958,0.0000014215428,0.000016555514,0.010279248],"genre_scores_gemma":[0.99847746,0.0007348606,0.00039070906,0.00021560882,0.00011596806,0.000034818695,6.6988207e-7,0.0000024562735,0.00002744238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99897236,0.00008491381,0.00017256489,0.00018518817,0.00038884327,0.00019611706],"domain_scores_gemma":[0.9977349,0.00031776505,0.00057960907,0.00026086104,0.0010045528,0.00010231519],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0027651226,0.00006245035,0.00007067102,0.00028981533,0.0053419145,0.00036776194,0.0006595915,0.0000511711,0.000026169968],"category_scores_gemma":[0.01154426,0.00003842695,0.000015677582,0.001617687,0.004963367,0.0011366905,0.0000953806,0.00023154527,0.0000014505487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014617832,0.0003455344,0.07280125,0.0000060901953,0.000012439496,6.104789e-8,0.053196486,6.224556e-8,0.0077454536,0.7113693,0.0005672721,0.15394144],"study_design_scores_gemma":[0.00022717414,0.00016561517,0.37066716,0.000111117704,0.00005213202,0.00012629398,0.50446194,0.00008872996,0.0025628281,0.11508331,0.006255563,0.00019815449],"about_ca_topic_score_codex":0.00033482126,"about_ca_topic_score_gemma":0.00044714077,"teacher_disagreement_score":0.596286,"about_ca_system_score_codex":0.00019432974,"about_ca_system_score_gemma":0.0027550075,"threshold_uncertainty_score":0.99774456},"labels":[],"label_agreement":null},{"id":"W2553936166","doi":"10.12688/f1000research.10032.1","title":"Communicating behavioral genetics: Charting the limits of the genetic interpolation effect","year":2016,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Science Foundation","keywords":"Paragraph; Behavioural genetics; Psychology; Causation; Genetics; Test (biology); Social psychology; Developmental psychology; Biology; Computer science; Ecology; Epistemology","score_opus":0.636609659334232,"score_gpt":0.5620311101075587,"score_spread":0.07457854922667329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553936166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96334887,0.0015210835,0.00007539928,0.011017771,0.0004327375,0.0016094066,0.000044366807,0.0000577498,0.021892622],"genre_scores_gemma":[0.9953009,0.0035098398,0.00013668778,0.000052871055,0.00028636237,0.00016968069,0.000019723791,0.000025107869,0.000498826],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99437034,0.0039343354,0.00038141964,0.00020842937,0.0007696114,0.00033587104],"domain_scores_gemma":[0.9963114,0.0012379712,0.00032686864,0.0017432242,0.0003138786,0.0000666138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035062253,0.00013608948,0.00018559441,0.00008330189,0.0011357307,0.00015237856,0.002960586,0.0002281078,0.0005531887],"category_scores_gemma":[0.00061474415,0.00007792659,0.00017542213,0.00022520771,0.0009573511,0.0000428799,0.0027052313,0.0008740007,0.000055831406],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006849359,0.00018304569,0.25226822,0.00030943507,0.00006112555,5.5902177e-7,0.16187958,0.000031128893,0.026836945,0.0018605768,0.0015031515,0.55499774],"study_design_scores_gemma":[0.0016478711,0.0005498306,0.8288107,0.005832351,0.0003331296,0.0000051495504,0.035625752,0.016966945,0.008315214,0.015317441,0.08509189,0.0015037283],"about_ca_topic_score_codex":0.0022636324,"about_ca_topic_score_gemma":0.004130205,"teacher_disagreement_score":0.5765425,"about_ca_system_score_codex":0.00017485589,"about_ca_system_score_gemma":0.00017662048,"threshold_uncertainty_score":0.8735237},"labels":[],"label_agreement":null},{"id":"W2554927990","doi":"10.1057/978-1-137-52321-1","title":"Media and Global Climate Knowledge","year":2016,"lang":"en","type":"book","venue":"Palgrave Macmillan US eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Climate change; Climatology; Political science; Geography; Regional science; Environmental science; Environmental planning; Meteorology; Geology; Oceanography","score_opus":0.1644819885311662,"score_gpt":0.38142113271259903,"score_spread":0.21693914418143284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554927990","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021843806,0.0022586763,0.000005129381,0.00034176395,0.0005750321,0.0003732123,0.0005522996,0.00019370035,0.9954817],"genre_scores_gemma":[0.6165546,0.0784171,0.00021431695,0.0010056343,0.0052493005,0.00013950276,0.0006840331,0.00016968613,0.29756582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817765,0.00029356705,0.00031410783,0.00038995626,0.00032025872,0.0005044906],"domain_scores_gemma":[0.99847746,0.00033008607,0.00019992927,0.0005308316,0.00015586898,0.0003058143],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006349103,0.00030865966,0.0003898388,0.00009780787,0.0005826624,0.00011218673,0.00048548868,0.00051801273,0.0010259284],"category_scores_gemma":[0.00009993516,0.00027063471,0.00013920439,0.000034780805,0.0007830529,0.0000037544512,0.0003362374,0.00020124682,0.0007102793],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019949835,0.0000018086336,0.00064505654,0.00007678943,0.000029072517,0.0000047950607,0.011883182,2.8487288e-9,0.0000113921615,0.8250602,0.0020891607,0.16017859],"study_design_scores_gemma":[0.00035770843,0.00002274442,0.0022223198,0.00031335745,0.000058110214,0.000005349886,0.00046520997,0.0000017040429,0.000001253682,0.3850757,0.6110029,0.00047361397],"about_ca_topic_score_codex":0.00021271565,"about_ca_topic_score_gemma":0.018985683,"teacher_disagreement_score":0.6979159,"about_ca_system_score_codex":0.00047379537,"about_ca_system_score_gemma":0.00030389454,"threshold_uncertainty_score":0.9999746},"labels":[],"label_agreement":null},{"id":"W2560017030","doi":"10.1080/09644016.2016.1263433","title":"Elite cues, media coverage, and public concern: an integrated path analysis of public opinion on climate change, 2001–2013","year":2016,"lang":"en","type":"article","venue":"Environmental Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":399,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Energy Foundation","keywords":"Elite; Climate change; Public opinion; Extreme weather; Political science; Construct (python library); Path analysis (statistics); Mass media; Politics; Public participation; Scientific consensus; Public relations; Global warming; Law","score_opus":0.3367437030242983,"score_gpt":0.39437998682272973,"score_spread":0.05763628379843144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560017030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877962,0.00044003283,0.00006331091,0.0051708682,0.00018777025,0.00022176855,0.001415076,0.000053920106,0.0046510687],"genre_scores_gemma":[0.8752891,0.12324021,0.000047685757,0.0004796604,0.00014745884,0.000016530224,0.00068554905,0.00001205187,0.00008174923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998357,0.00042865728,0.0002481665,0.00021949733,0.0003305813,0.00041607514],"domain_scores_gemma":[0.9989661,0.00018934632,0.00014956523,0.00035510046,0.000020910873,0.0003189729],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004938223,0.00012957503,0.00020755448,0.00021987825,0.00026313774,0.0000648963,0.00022515903,0.00011936952,0.0022860703],"category_scores_gemma":[0.00009280199,0.00010418897,0.00006610935,0.00024918327,0.0005863419,0.0004550586,0.00010155561,0.00008121168,0.00005904106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028205088,0.0010105358,0.5042203,0.000020512773,0.00023385469,0.0000015890382,0.032288197,0.0000011693099,0.0018842904,0.080973364,0.0007476378,0.37859032],"study_design_scores_gemma":[0.0008061922,0.00018236933,0.62576795,0.00007364831,0.00011001283,8.0677927e-7,0.020484114,0.00033418406,0.000039162387,0.00077035674,0.3510143,0.00041695434],"about_ca_topic_score_codex":0.0011628472,"about_ca_topic_score_gemma":0.00271349,"teacher_disagreement_score":0.37817335,"about_ca_system_score_codex":0.00029681833,"about_ca_system_score_gemma":0.000020449916,"threshold_uncertainty_score":0.998626},"labels":[],"label_agreement":null},{"id":"W2560142115","doi":"","title":"The PICS Climate Insights 101 Courses: A Visual Approach to Learning About Climate Science, Mitigation and Adaptation","year":2014,"lang":"en","type":"article","venue":"2014 AGU Fall Meeting","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climate science; Adaptation (eye); Climate change; Environmental science; Climatology; Computer science; Psychology; Geology","score_opus":0.12497667638964156,"score_gpt":0.3812644957340411,"score_spread":0.25628781934439954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560142115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8472255,0.00019142503,0.0008238221,0.0009866514,0.00023158375,0.0003598407,0.0000013920798,0.00014108961,0.1500387],"genre_scores_gemma":[0.991146,0.0061281673,0.001987544,0.00029240182,0.0002543298,0.00004431392,0.00002368944,0.000015070218,0.000108434375],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978635,0.0005664469,0.0002955802,0.00030030945,0.00049607333,0.00047809293],"domain_scores_gemma":[0.99874127,0.00039853188,0.00022213924,0.00020328799,0.0002606416,0.00017414856],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0049531246,0.00011993115,0.00012725168,0.00012969386,0.004938412,0.0006254861,0.0003354179,0.00008026628,0.000004218167],"category_scores_gemma":[0.0010255396,0.000099899255,0.000032491553,0.0004218321,0.00050211075,0.00036665553,0.00017982126,0.00016179172,0.000067836976],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008887158,0.00017129937,0.08924106,0.00013339723,0.00001647326,3.0094364e-7,0.38175306,0.0021862779,0.004206144,0.16780822,0.00053382764,0.35386106],"study_design_scores_gemma":[0.0006947033,0.00019416047,0.06588785,0.00033855764,0.00004719431,0.000002564679,0.1834915,0.374084,0.000054670327,0.0008229845,0.37369645,0.0006853836],"about_ca_topic_score_codex":0.00085120066,"about_ca_topic_score_gemma":0.008790494,"teacher_disagreement_score":0.37316263,"about_ca_system_score_codex":0.00010214715,"about_ca_system_score_gemma":0.000059925627,"threshold_uncertainty_score":0.996357},"labels":[],"label_agreement":null},{"id":"W2562811560","doi":"10.15252/embr.201643750","title":"More than ever, scientists need to engage with the public: the stakes are high and they may be for keeps","year":2016,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Public relations; Environmental ethics; Political science; Internet privacy; Business; Computer science","score_opus":0.29415961942985613,"score_gpt":0.4019108504415417,"score_spread":0.10775123101168554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562811560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7511422,0.000063059626,0.00012401145,0.24311933,0.00024035001,0.0006181829,0.000023638948,0.00005212747,0.004617083],"genre_scores_gemma":[0.992714,0.00017161647,0.00009398185,0.0010552633,0.00011145715,0.00011405078,0.000009449962,0.000009871749,0.005720339],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895066,0.00018989317,0.00013122919,0.00019594569,0.0003145615,0.00021772836],"domain_scores_gemma":[0.99871176,0.00032143158,0.0001642339,0.0005369245,0.00017069762,0.000094939845],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019300805,0.00007932306,0.00008926869,0.00003656391,0.001401922,0.00023063697,0.00024357041,0.000041903582,0.00018178229],"category_scores_gemma":[0.00044766994,0.000033759577,0.00003250666,0.00016161668,0.00032198546,0.0001766088,0.00008140569,0.00006190214,0.0000042435913],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013606739,0.00022725698,0.19491632,0.00004925921,0.000101815705,0.000050167153,0.4784631,0.0000034984528,0.0030503864,0.058830436,0.1782956,0.08587608],"study_design_scores_gemma":[0.00015672142,0.000034556175,0.118522674,0.000040303064,0.000013915175,0.00001977617,0.052663907,0.0000030089645,0.000040357212,0.0009884039,0.8273878,0.0001285851],"about_ca_topic_score_codex":0.0008346974,"about_ca_topic_score_gemma":0.0282819,"teacher_disagreement_score":0.6490922,"about_ca_system_score_codex":0.00005024424,"about_ca_system_score_gemma":0.000063294305,"threshold_uncertainty_score":0.99989814},"labels":[],"label_agreement":null},{"id":"W2563121817","doi":"10.1088/2058-7058/13/7/21","title":"Philosophy in print","year":2000,"lang":"en","type":"article","venue":"Physics World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Art","score_opus":0.560086618427242,"score_gpt":0.46924161487997984,"score_spread":0.0908450035472621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563121817","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08367501,0.000025859359,0.0000052847436,0.0065396815,0.00004086753,0.000080377315,0.0000013729242,0.00004153313,0.90959],"genre_scores_gemma":[0.9929536,0.0007886789,0.000084406456,0.00045718445,0.00028298527,0.000011656725,0.000007988031,0.000003997412,0.0054095066],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960876,0.0000681439,0.0000643214,0.000066499015,0.00009208318,0.0001002057],"domain_scores_gemma":[0.99977416,0.000028922137,0.000013555398,0.00014193394,0.000011936998,0.000029502145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013037605,0.00003281256,0.0000460503,0.000024002451,0.000112821515,0.000021569289,0.0001294348,0.000012540706,0.004309963],"category_scores_gemma":[0.0000044743524,0.000035986264,0.000022602113,0.0003140594,0.000059835693,0.00008726572,0.000012962443,0.00007194407,0.0006785804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010456761,0.00018360929,0.010633432,0.0000056719005,0.0000022192899,5.170643e-7,0.028601253,0.000034239718,0.00007467609,0.28467295,0.00075665204,0.67502433],"study_design_scores_gemma":[0.0002118333,0.0000053604645,0.022084344,0.00003772121,0.0000022104116,3.8888015e-8,0.0006087343,0.00018861292,0.000019442428,0.14424907,0.83244574,0.00014691048],"about_ca_topic_score_codex":0.0005788991,"about_ca_topic_score_gemma":0.008850129,"teacher_disagreement_score":0.9092786,"about_ca_system_score_codex":0.000053098513,"about_ca_system_score_gemma":0.000012930905,"threshold_uncertainty_score":0.9966002},"labels":[],"label_agreement":null},{"id":"W2563611783","doi":"","title":"Climate Change Discourse Networks in the North and South: Comparing the US, Canada, Brazil and India","year":2016,"lang":"en","type":"article","venue":"Dutch Crossing","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Geography; Political science; Climatology; Oceanography; Geology","score_opus":0.23845499875311285,"score_gpt":0.4049383294275208,"score_spread":0.16648333067440793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563611783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98877907,0.00040184942,0.000010672805,0.009135467,0.00009260132,0.00015268681,0.000011958332,0.000010968787,0.0014047112],"genre_scores_gemma":[0.99656403,0.0022640252,0.0000050616572,0.00095014623,0.00017456197,0.000013722723,0.0000047518647,0.000004914907,0.000018784844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920696,0.00019907347,0.000105324136,0.00010462256,0.0001397206,0.00024428178],"domain_scores_gemma":[0.9994982,0.00021460878,0.00006113131,0.00016567315,0.000016892121,0.00004350444],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006014325,0.000063957035,0.00007777911,0.00002601635,0.001802634,0.00044258052,0.00018621243,0.000033370266,0.00001903557],"category_scores_gemma":[0.000038265985,0.000033610526,0.000010868572,0.0001789063,0.0006074875,0.00016550507,0.00009071629,0.00010363179,0.0000012104983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046456275,0.0000047531025,0.87534845,0.0000031597413,0.0000011146169,9.189493e-7,0.09734406,0.000001618886,0.0000049546748,0.00046031637,0.00012045938,0.026705561],"study_design_scores_gemma":[0.0001470737,0.0000024737158,0.97587794,0.00005658916,0.0000039837832,0.0000010968249,0.015227086,0.00034615898,1.7622536e-7,0.000024787561,0.008248942,0.000063675456],"about_ca_topic_score_codex":0.21919832,"about_ca_topic_score_gemma":0.9717233,"teacher_disagreement_score":0.752525,"about_ca_system_score_codex":0.00004416185,"about_ca_system_score_gemma":0.000042047857,"threshold_uncertainty_score":0.9994969},"labels":[],"label_agreement":null},{"id":"W2566423489","doi":"","title":"Using online comments to explore public reaction to the oil sands monitoring plan announcement: an argumentation analysis","year":2012,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Viewpoints; Argumentation theory; Public relations; Dissemination; Plan (archaeology); Set (abstract data type); Political science; Oil sands; Social media; Misinformation; Computer science; Geography","score_opus":0.6735742468501081,"score_gpt":0.5647297371530886,"score_spread":0.10884450969701953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566423489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96662724,0.000039734106,0.00085528736,0.031074762,0.0010004154,0.00016434542,0.000004462999,0.000028879864,0.00020490006],"genre_scores_gemma":[0.9968894,0.00034014607,0.0018215864,0.00030562063,0.00047922676,0.00005576162,0.000024324818,0.00000431236,0.000079616126],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99900824,0.00006596031,0.00015955178,0.00014264925,0.0003347706,0.00028880965],"domain_scores_gemma":[0.9989066,0.000034541754,0.00015371316,0.00020252998,0.0004931785,0.00020941684],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019430242,0.00006844794,0.000084028645,0.00096292875,0.0029997744,0.00030885867,0.00033959036,0.000055450568,0.0000107118],"category_scores_gemma":[0.0003385023,0.00005669075,0.000022207465,0.0024417015,0.00016493846,0.0015031076,0.000049922157,0.00013525621,0.0000025744582],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027807837,0.00069220696,0.15066604,0.0000057212014,0.000043561944,3.2700143e-8,0.0847692,0.0000139573995,0.06919867,0.0016125797,0.00038750732,0.6925827],"study_design_scores_gemma":[0.00031189405,0.00029867803,0.13532367,0.00006922175,0.0002553486,0.00002133806,0.67207474,0.00065671845,0.002067744,0.0011653509,0.18738715,0.00036816252],"about_ca_topic_score_codex":0.00019974534,"about_ca_topic_score_gemma":0.0004946803,"teacher_disagreement_score":0.69221455,"about_ca_system_score_codex":0.0006618405,"about_ca_system_score_gemma":0.00025194755,"threshold_uncertainty_score":0.99829817},"labels":[],"label_agreement":null},{"id":"W2577772596","doi":"10.1080/13504622.2017.1280448","title":"Learning molecular behaviour may improve student explanatory models of the greenhouse effect","year":2017,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Council for Research in the Social Sciences, Columbia University; University of Colorado Boulder; University of British Columbia","keywords":"Greenhouse gas; Greenhouse; Atmosphere (unit); Reflection (computer programming); Greenhouse effect; Psychology; Mathematics education; Computer science; Climate change; Ecology; Meteorology; Global warming; Physics","score_opus":0.2822977835436001,"score_gpt":0.5203499872688643,"score_spread":0.2380522037252642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577772596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776189,0.00013065676,0.0000029538685,0.0017614611,0.00021806148,0.0004693123,0.0000048449565,0.000009563603,0.01978428],"genre_scores_gemma":[0.9939324,0.0009383972,0.000017224254,0.00003316078,0.00006012584,0.00010877405,0.000011790906,0.000011021576,0.0048870924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978204,0.000989819,0.00011905935,0.00015407466,0.0007253365,0.00019131579],"domain_scores_gemma":[0.9990015,0.00009553546,0.000111854606,0.0006849054,0.000025045121,0.00008115816],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017811985,0.00006073066,0.000071265116,0.000056000852,0.0018251871,0.00010288502,0.00085267646,0.00006556819,0.0005825005],"category_scores_gemma":[0.00014268688,0.00005148782,0.000058107005,0.00004670898,0.00067300204,0.00019133186,0.0003571226,0.00033215364,0.000069484675],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029036555,0.000870062,0.7690517,0.000027062097,0.000020843265,7.3651063e-7,0.0795674,0.00006472548,0.043191142,0.003000387,0.00060468324,0.10357222],"study_design_scores_gemma":[0.0003105944,0.0001312887,0.90839046,0.000047746336,0.000015221279,4.7318014e-7,0.07522932,0.00008697025,0.0047253645,0.0004671388,0.010446871,0.0001485303],"about_ca_topic_score_codex":0.0024673075,"about_ca_topic_score_gemma":0.000322941,"teacher_disagreement_score":0.13933879,"about_ca_system_score_codex":0.00030951947,"about_ca_system_score_gemma":0.00010695698,"threshold_uncertainty_score":0.9994743},"labels":[],"label_agreement":null},{"id":"W2579987529","doi":"10.1080/17524032.2016.1275731","title":"Media Access and Political Efficacy in the Eco-politics of Climate Change: Canadian National News and Mediated Policy Networks","year":2017,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; University of British Columbia; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; University of Minnesota; National Science Foundation","keywords":"Politics; Opposition (politics); Political science; News media; Climate change; Invisibility; Political economy; Visibility; Public administration; Sociology; Geography; Law","score_opus":0.285449021935004,"score_gpt":0.4400022002855149,"score_spread":0.1545531783505109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2579987529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81153464,0.0008921249,0.0000031651434,0.08863527,0.00005944346,0.0006832858,0.00018544422,0.000017015804,0.09798961],"genre_scores_gemma":[0.95918506,0.039231487,0.000035439843,0.0011714322,0.00010862229,0.000028971564,0.0002254264,0.0000065336053,0.000007048227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987912,0.0004411962,0.00017889484,0.00010167206,0.00020524446,0.00028179403],"domain_scores_gemma":[0.9986615,0.00052572537,0.00012506825,0.0005289103,0.000012112456,0.00014664562],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008704167,0.00007563717,0.00009978249,0.00010215876,0.0013474651,0.0001563701,0.0007890327,0.00010007811,0.000073004696],"category_scores_gemma":[0.00038497843,0.000070889604,0.000018047345,0.000060194354,0.00092264416,0.000435475,0.00033871204,0.00017272178,0.000005151708],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016490818,0.00024634143,0.30485415,0.000014997101,0.000010936908,7.24419e-7,0.056036666,0.0000039748543,0.000031762953,0.58939767,0.00010376252,0.04928252],"study_design_scores_gemma":[0.0003019867,0.000008656684,0.98311335,0.000023845187,0.0000062042154,0.0000011537693,0.0055928896,0.00038905654,0.0000013028698,0.002264499,0.0082146935,0.0000823494],"about_ca_topic_score_codex":0.1530892,"about_ca_topic_score_gemma":0.43225557,"teacher_disagreement_score":0.6782592,"about_ca_system_score_codex":0.00024535297,"about_ca_system_score_gemma":0.000048104004,"threshold_uncertainty_score":0.9999527},"labels":[],"label_agreement":null},{"id":"W2583419014","doi":"10.1007/s10584-017-1908-1","title":"The great divide: understanding the role of media and other drivers of the partisan divide in public concern over climate change in the USA, 2001–2014","year":2017,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":198,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Climate change; Scholarship; Speculation; Political science; News media; Empirical evidence; Public opinion; Media coverage; Polarization (electrochemistry); Political economy; Sociology; Politics; Economics; Media studies; Law","score_opus":0.6537976173918474,"score_gpt":0.4495295855949254,"score_spread":0.204268031796922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583419014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477227,0.0010518304,0.0000032084974,0.033894684,0.00030076617,0.0012607775,0.000077903715,0.000010636798,0.01567754],"genre_scores_gemma":[0.98813176,0.01095229,0.0000026145776,0.0005796312,0.00015724738,0.00014508299,0.000003006227,0.00001059977,0.00001777129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979797,0.00076220615,0.00030831483,0.00014435594,0.00041486902,0.00039054544],"domain_scores_gemma":[0.9973839,0.0012189467,0.00044713568,0.0008702534,0.00003391016,0.000045884637],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003204213,0.00012089837,0.00019836031,0.000052851836,0.0013284432,0.0002081096,0.0012539707,0.0000878874,0.00042075713],"category_scores_gemma":[0.0004935961,0.00006033924,0.000073579184,0.0001980081,0.0015871008,0.0003160535,0.0003843183,0.00018643928,0.0000098435],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070683727,0.00002791241,0.76099616,0.000022884991,0.000006101443,2.0646229e-7,0.2040593,7.6668044e-8,0.000022909548,0.027461845,0.00012232875,0.0072732097],"study_design_scores_gemma":[0.00044844768,0.000018612945,0.9038312,0.0002339328,0.00002619438,6.888676e-7,0.07310037,0.0004020089,0.0000047267326,0.011748532,0.010071851,0.00011346115],"about_ca_topic_score_codex":0.008304984,"about_ca_topic_score_gemma":0.40615156,"teacher_disagreement_score":0.39784658,"about_ca_system_score_codex":0.00012680184,"about_ca_system_score_gemma":0.000022402119,"threshold_uncertainty_score":0.9999717},"labels":[],"label_agreement":null},{"id":"W2583546885","doi":"10.5751/es-07925-200409","title":"Seeing is questioning: prompting sustainability discourses through an evocative visual agenda","year":2015,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reflexivity; Sustainability; Psychological resilience; Sociology; Interpretation (philosophy); Environmental ethics; Environmental education; Psychology; Ecology; Social psychology; Social science; Computer science","score_opus":0.3587685959233755,"score_gpt":0.5189253489720288,"score_spread":0.1601567530486533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2583546885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791369,0.000121792036,0.00014885691,0.010713396,0.00014448675,0.00021203568,0.000003047959,0.000077705576,0.009441772],"genre_scores_gemma":[0.996868,0.00074418995,0.0006825419,0.0009090233,0.00015312298,0.000025215897,0.000020875119,0.0000047684157,0.00059221906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989401,0.00046759247,0.00011187811,0.0001778932,0.00009759858,0.00020495518],"domain_scores_gemma":[0.9993682,0.00013589722,0.000068624424,0.00011223346,0.00023161092,0.00008344627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012325058,0.000067163535,0.000102974765,0.000007975019,0.0011527002,0.00005509763,0.000101790996,0.00014662748,0.00016763574],"category_scores_gemma":[0.00034029296,0.000067111134,0.0000419367,0.000102136204,0.0006110818,0.00048825424,0.00007159568,0.00014857083,0.000007513086],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070425194,0.000110517525,0.106307454,0.000013098858,0.000012814621,3.5932973e-7,0.8795001,0.0000040526356,0.000014066992,0.009498214,0.0019361064,0.002596189],"study_design_scores_gemma":[0.0002954413,0.000120608056,0.13797903,0.000008601272,0.00001683562,0.0000010602505,0.8147074,0.00067231257,0.000010625516,0.014088425,0.03194559,0.00015404484],"about_ca_topic_score_codex":0.0012038096,"about_ca_topic_score_gemma":0.002727477,"teacher_disagreement_score":0.06479266,"about_ca_system_score_codex":0.00026084005,"about_ca_system_score_gemma":0.00025282518,"threshold_uncertainty_score":0.88657546},"labels":[],"label_agreement":null},{"id":"W2585489854","doi":"10.20381/ruor-11881","title":"L'amplification sociale du risque: Les changements climatiques dans la presse écrite au Canada, 1990--2004","year":2005,"lang":"fr","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.26549887796937294,"score_gpt":0.4191762850996966,"score_spread":0.15367740713032368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585489854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59451216,0.000407592,0.00011973862,0.014186921,0.00035421175,0.000956525,0.000703427,0.000061144536,0.38869825],"genre_scores_gemma":[0.9068072,0.03408816,0.0004996032,0.000037190483,0.00056383666,0.000012623066,0.0039753458,0.000045254226,0.053970788],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946414,0.0023065426,0.00032693968,0.00048498868,0.0015501057,0.00068999536],"domain_scores_gemma":[0.9966817,0.0006671364,0.0004479613,0.00055366434,0.0013547394,0.00029478368],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002593206,0.00025942284,0.00038277105,0.00043120986,0.003426069,0.00009038361,0.0014625507,0.0005673426,0.0027314182],"category_scores_gemma":[0.00034304935,0.00036327104,0.00016564637,0.0009332667,0.0013227395,0.0005711299,0.0002328462,0.00077296724,0.00011655856],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007496052,0.0011916285,0.10966762,0.001634372,0.00028235783,0.000031556207,0.5635803,0.00006587897,0.0027768142,0.1495203,0.042147238,0.12902701],"study_design_scores_gemma":[0.00031675672,0.000050847513,0.24499974,0.00024754123,0.000056881516,5.217472e-7,0.24919927,0.00040527253,0.000063328815,0.00014319202,0.5042587,0.00025794285],"about_ca_topic_score_codex":0.8858297,"about_ca_topic_score_gemma":0.9985946,"teacher_disagreement_score":0.46211147,"about_ca_system_score_codex":0.0039251074,"about_ca_system_score_gemma":0.0025636877,"threshold_uncertainty_score":0.9998987},"labels":[],"label_agreement":null},{"id":"W2585598853","doi":"10.1093/acrefore/9780190228613.013.22","title":"Climate Change Communication","year":2016,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental communication; Framing (construction); Affect (linguistics); Global warming; Political economy of climate change; Political science; Public relations; Geography; Environmental resource management; Psychology; Ecology; Environmental science; Biology","score_opus":0.5255252414211589,"score_gpt":0.5122357246120133,"score_spread":0.013289516809145585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585598853","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036946716,0.024013331,0.000012886849,0.012983315,0.00036166798,0.0017670956,0.00037765657,0.00016625845,0.9599483],"genre_scores_gemma":[0.0060816235,0.9450335,0.00072138465,0.00008567347,0.00071201526,0.0009821511,0.0021912144,0.00008444138,0.044107996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9882451,0.007266642,0.0010266803,0.00046699613,0.0019560093,0.0010385605],"domain_scores_gemma":[0.9889988,0.0031319743,0.0008716117,0.004693971,0.0019919907,0.00031168995],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00814517,0.00036687465,0.00066116557,0.00092221354,0.0024295032,0.00017672325,0.0047341688,0.0010527215,0.0025283976],"category_scores_gemma":[0.0015264449,0.00034097108,0.00025592613,0.0010808993,0.0020721487,0.00082355074,0.0020657987,0.001895741,0.00035006204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054039574,0.00020618476,0.00048300892,0.00021768356,0.00002594183,3.4935923e-7,0.014623441,5.084446e-8,9.888996e-7,0.03527642,0.053215653,0.89589626],"study_design_scores_gemma":[0.00035483728,0.00006379805,0.0011558238,0.0029432548,0.000033423836,6.7037854e-7,0.0044556344,0.0000070874335,0.0000017367291,0.007136077,0.98349845,0.00034917862],"about_ca_topic_score_codex":0.0034755033,"about_ca_topic_score_gemma":0.010354523,"teacher_disagreement_score":0.93028283,"about_ca_system_score_codex":0.00078949425,"about_ca_system_score_gemma":0.00060695206,"threshold_uncertainty_score":0.9999042},"labels":[],"label_agreement":null},{"id":"W2591821213","doi":"10.1139/facets-2016-0015","title":"Communicating science: Sending the right message to the right audience","year":2016,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University; University of British Columbia","funders":"","keywords":"Context (archaeology); Identity (music); Public relations; Information flow; Internet privacy; Science communication; Public trust; Psychology; Political science; Computer science; Science education; Pedagogy","score_opus":0.28109468996930465,"score_gpt":0.45344569475798147,"score_spread":0.17235100478867682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591821213","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2235997,0.00025053121,0.0005574912,0.29732758,0.00063573546,0.00066304597,0.000019259869,0.00016396528,0.4767827],"genre_scores_gemma":[0.9942103,0.0011569103,0.00017146893,0.0012149403,0.0001221167,0.000039606144,9.688538e-7,0.0000054457937,0.0030782612],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984191,0.00042793795,0.00015052562,0.00017370684,0.00046999566,0.00035872275],"domain_scores_gemma":[0.9981141,0.00061121694,0.00008742984,0.00096789293,0.00011571605,0.00010365352],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034899805,0.0000778464,0.00007774086,0.00005082677,0.0051263007,0.00020616766,0.0022760928,0.000037541868,0.0015289345],"category_scores_gemma":[0.0006777544,0.00003412366,0.000038421746,0.00066685816,0.0012086204,0.00027902747,0.00051551725,0.00013108508,0.0007486376],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013382891,0.00009153391,0.004329806,0.000007690003,0.0000146164575,0.000001299307,0.45337877,0.000009888899,0.044977516,0.19267084,0.025994092,0.27851057],"study_design_scores_gemma":[0.00009147405,0.000010273755,0.011571527,0.00008104422,0.000004822139,0.0000012948489,0.010766572,0.000049823844,0.0007541393,0.00089481793,0.9756545,0.00011973918],"about_ca_topic_score_codex":0.00044839826,"about_ca_topic_score_gemma":0.00655641,"teacher_disagreement_score":0.94966036,"about_ca_system_score_codex":0.00019148791,"about_ca_system_score_gemma":0.000082782855,"threshold_uncertainty_score":0.9993838},"labels":[],"label_agreement":null},{"id":"W2592510601","doi":"10.1177/0001699317693065","title":"Calling forth the change-makers","year":2017,"lang":"en","type":"article","venue":"Acta Sociologica","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Reflexivity; Climate change; Sociology; Environmental ethics; Sample (material); Positive economics; Political science; Epistemology; Social psychology; Social science; Psychology; Economics; Ecology","score_opus":0.8771766813851481,"score_gpt":0.5565286544697662,"score_spread":0.32064802691538197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592510601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7150246,0.00014624701,0.0000051132397,0.105163075,0.0003080178,0.0002779207,0.0000056107733,0.000091011825,0.17897841],"genre_scores_gemma":[0.98844266,0.008714873,0.000048022473,0.0017191711,0.0004451289,0.00004923459,0.000009604107,0.0000036334447,0.000567661],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993469,0.00018382093,0.00007320028,0.0000984543,0.00010733515,0.00019026473],"domain_scores_gemma":[0.9991224,0.00019421596,0.000120554236,0.00047975217,0.000040756015,0.000042367035],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007754608,0.000052889143,0.00007008623,0.000008219918,0.004501564,0.00014353069,0.0007783846,0.00009520368,0.00059598754],"category_scores_gemma":[0.00046671284,0.000033852124,0.000057202862,0.000023634419,0.0006757527,0.00015747373,0.00012408613,0.0001447852,0.000091800764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033498527,0.00011554285,0.22371426,0.000011812481,0.00005076464,0.0000033077372,0.41425887,5.7362035e-7,0.00060992024,0.06449865,0.018582754,0.27812007],"study_design_scores_gemma":[0.00009181008,0.000017460026,0.35856104,0.0000068202608,0.00000764999,2.2541512e-7,0.018301714,0.00002061854,0.0000026073049,0.002610212,0.6202798,0.00010005024],"about_ca_topic_score_codex":0.0014682342,"about_ca_topic_score_gemma":0.0038682495,"teacher_disagreement_score":0.601697,"about_ca_system_score_codex":0.00004475146,"about_ca_system_score_gemma":0.000017062905,"threshold_uncertainty_score":0.99679446},"labels":[],"label_agreement":null},{"id":"W2592518706","doi":"10.1139/facets-2016-0055","title":"Considerations for effective science communication","year":2017,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Windsor; Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Science communication; Portfolio; Communication sciences; Scientific communication; Computer science; Public relations; Science education; Sociology; Psychology; Political science; Business; Mathematics education; Social science","score_opus":0.630424463188577,"score_gpt":0.5557440553828902,"score_spread":0.07468040780568685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592518706","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40564993,0.00020664917,0.000729713,0.056731302,0.00061259366,0.002212774,0.000047680514,0.00017413443,0.5336352],"genre_scores_gemma":[0.9970119,0.0004932917,0.0016080232,0.00019106748,0.000047788548,0.00013661318,0.0000058132996,0.0000031686043,0.00050231285],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999521,0.00008386364,0.000066470166,0.000096150405,0.0001034703,0.00012905069],"domain_scores_gemma":[0.99863404,0.00032376993,0.000088527035,0.00065281824,0.0002470881,0.000053777567],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010753247,0.00003562171,0.00005184926,0.000036496283,0.007851699,0.00043857226,0.00045592999,0.000034600744,0.00023303462],"category_scores_gemma":[0.0025104482,0.000037552214,0.000024376806,0.00003871422,0.0010152241,0.0004400099,0.000094416435,0.000048835584,0.000065018816],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017836994,0.00012576352,0.006679132,0.000015028144,0.000011281364,1.4379111e-7,0.12575202,0.0000072705366,0.012031175,0.71631527,0.008666746,0.13037834],"study_design_scores_gemma":[0.0013172228,0.00007666393,0.35036308,0.00010999318,0.000028190696,0.0000013862707,0.016213015,0.0009998814,0.0023619588,0.1535232,0.47457567,0.00042973456],"about_ca_topic_score_codex":0.00082616444,"about_ca_topic_score_gemma":0.008409435,"teacher_disagreement_score":0.591362,"about_ca_system_score_codex":0.00009172879,"about_ca_system_score_gemma":0.000095781616,"threshold_uncertainty_score":0.99344},"labels":[],"label_agreement":null},{"id":"W2594012331","doi":"10.1016/j.ecolecon.2017.02.027","title":"Exploring Citizen Support for Different Types of Climate Policy","year":2017,"lang":"en","type":"article","venue":"Ecological Economics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":259,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Pacific Institute for Climate Solutions","keywords":"Respondent; Climate change; Public economics; Climate policy; Opposition (politics); Turnover; Sample (material); Political science; Survey data collection; Public policy; Business; Environmental resource management; Politics; Economics; Ecology","score_opus":0.7367389942336753,"score_gpt":0.4722084882722747,"score_spread":0.2645305059614006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594012331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8838809,0.0000028997415,0.00000846304,0.003971138,0.00022429277,0.00017141402,0.000055540288,0.000022365895,0.11166295],"genre_scores_gemma":[0.984289,0.014741678,0.00017060681,0.00016326,0.00025261892,0.00006831149,0.000021625538,0.0000047747826,0.00028813534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994983,0.00003147524,0.0001634284,0.00010016401,0.00002338984,0.00018324655],"domain_scores_gemma":[0.99932736,0.00015656427,0.00016838436,0.000255328,0.000031237443,0.00006113531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003387017,0.0000516719,0.000147503,0.000030409634,0.0006626258,0.00007074018,0.00036231132,0.00006150509,0.00090464205],"category_scores_gemma":[0.00037622417,0.00004719104,0.00007393311,0.00001046401,0.00018573433,0.00016278654,0.00013223477,0.0000400864,0.00003145769],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010700648,0.000301146,0.055070963,0.000052981486,0.000032284654,3.5267374e-7,0.009840676,0.000036938185,0.000116463925,0.7626721,0.00031469006,0.1714544],"study_design_scores_gemma":[0.000680071,0.00022195045,0.79032356,0.0000119108945,0.000016561415,2.933887e-7,0.0033048508,0.00038827953,0.000104597595,0.019271182,0.1854393,0.00023744303],"about_ca_topic_score_codex":0.00013800815,"about_ca_topic_score_gemma":0.0025099816,"teacher_disagreement_score":0.74340093,"about_ca_system_score_codex":0.00010785243,"about_ca_system_score_gemma":0.000035145622,"threshold_uncertainty_score":0.9905196},"labels":[],"label_agreement":null},{"id":"W2594978760","doi":"","title":"Communicating science: indicators, monitoring and collaboration in British Columbia.","year":2017,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Citizen science; Geography; Environmental resource management; Environmental science","score_opus":0.14809025913886031,"score_gpt":0.38665717242861686,"score_spread":0.23856691328975654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594978760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832034,0.000051155806,0.0000063823873,0.0009791789,0.00021409968,0.00023482446,0.000011476235,0.00007761521,0.015221836],"genre_scores_gemma":[0.99463993,0.0027422768,0.00015421672,0.000034274748,0.00008003245,0.0000015505576,0.000008088468,0.000012168076,0.0023274343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986028,0.00023265835,0.00017437566,0.0003081534,0.0003534191,0.00032860241],"domain_scores_gemma":[0.99862266,0.00008699681,0.00028084478,0.00070132554,0.000128812,0.0001793697],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011004038,0.000084452724,0.00016591523,0.00027113437,0.0043667452,0.0033510628,0.0014996289,0.00012789933,0.000029484709],"category_scores_gemma":[0.00022535515,0.00015878146,0.000025181233,0.0005441178,0.0011969915,0.0021275475,0.0007607085,0.00025772792,0.000010501172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003463474,0.000029377805,0.9687643,0.00000975858,0.000002494842,0.000008428335,0.01668459,6.270771e-7,0.00024718032,0.00011806984,0.0000051838756,0.014126519],"study_design_scores_gemma":[0.000536917,0.00001925945,0.92209834,0.00023685687,0.000009202405,0.0000020272025,0.035472747,0.000008269846,0.000023406508,0.0000335725,0.041357607,0.0002018122],"about_ca_topic_score_codex":0.05539448,"about_ca_topic_score_gemma":0.7026185,"teacher_disagreement_score":0.647224,"about_ca_system_score_codex":0.00045051106,"about_ca_system_score_gemma":0.00020552811,"threshold_uncertainty_score":0.9976835},"labels":[],"label_agreement":null},{"id":"W2597896484","doi":"10.1093/acrefore/9780190228620.013.357","title":"Elite News Coverage of Climate Change","year":2016,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Climate Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Elite; Climate change; Political science; News media; Public sphere; Politics; Public relations; Perception; Sociology; Media studies; Psychology","score_opus":0.378530338466151,"score_gpt":0.4941729694468851,"score_spread":0.11564263098073413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597896484","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019150848,0.002513421,0.000008316263,0.0020215027,0.0014682513,0.001343772,0.0013526818,0.000078088226,0.9892989],"genre_scores_gemma":[0.00063102785,0.9879889,0.00020884359,0.0000879356,0.0010523541,0.00018921422,0.00015238268,0.000050635084,0.00963869],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99002844,0.0012546468,0.0011550658,0.000962984,0.0043426612,0.0022561818],"domain_scores_gemma":[0.9934799,0.0013405638,0.0009180948,0.0016986628,0.0019401858,0.00062260387],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009289365,0.00040916234,0.00089662004,0.0015599313,0.0017915759,0.00021248571,0.0034679945,0.00059140753,0.0026291716],"category_scores_gemma":[0.0022036273,0.0003349147,0.0002907833,0.0029827096,0.005687767,0.001247027,0.0019451922,0.0009916361,0.00021115137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000064281696,0.00013858169,0.0022384396,0.00068266236,0.00000769058,0.0000028233467,0.0065996908,1.01996484e-7,0.000007656061,0.007972251,0.00087849627,0.98140734],"study_design_scores_gemma":[0.00032756454,0.00015127992,0.0026530796,0.0022133698,0.000019337405,0.000001064048,0.0028052698,0.000007974186,0.0000037046395,0.0012030997,0.9902501,0.00036415335],"about_ca_topic_score_codex":0.0017265517,"about_ca_topic_score_gemma":0.0030233583,"teacher_disagreement_score":0.9893716,"about_ca_system_score_codex":0.00062909833,"about_ca_system_score_gemma":0.0018507343,"threshold_uncertainty_score":0.9999103},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2606024773","doi":"10.1016/j.shpsa.2017.04.002","title":"Scientists’ attitudes on science and values: Case studies and survey methods in philosophy of science","year":2017,"lang":"en","type":"article","venue":"Studies in History and Philosophy of Science Part A","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of Idaho; National Science Foundation","keywords":"Philosophy of science; Epistemology; Sociology; Philosophy; Social science","score_opus":0.7650209222455036,"score_gpt":0.5805441539169256,"score_spread":0.18447676832857796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606024773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96666706,0.012010497,0.0000011241236,0.0009112474,0.0010828753,0.00028897758,0.000010466556,0.000010013739,0.019017762],"genre_scores_gemma":[0.9837758,0.015040984,0.0010074421,0.000074215604,0.000049153572,0.000016545913,1.7673445e-7,0.0000037017544,0.000031967946],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973025,0.00033379806,0.0003991269,0.00067889696,0.00090237893,0.00038330018],"domain_scores_gemma":[0.99727076,0.00068988587,0.00035748252,0.0005944676,0.0009333471,0.00015405405],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.02487497,0.00015813643,0.00042769095,0.0009320662,0.0047319005,0.00007869078,0.00095709186,0.000041161322,0.000006136632],"category_scores_gemma":[0.009148446,0.00014351864,0.000021734159,0.0012243628,0.17598173,0.0012580365,0.000980807,0.00015653629,5.9104264e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012641012,0.0003847377,0.22215448,0.0008281077,0.000027068281,0.000041232128,0.60001934,0.0000063631787,0.008202994,0.14929007,0.00014288849,0.018776316],"study_design_scores_gemma":[0.0022007835,0.0010868191,0.6955258,0.0036806972,0.000059843846,0.000077369856,0.11777267,0.00027233097,0.0011846998,0.17382734,0.0030146292,0.0012970052],"about_ca_topic_score_codex":0.0009122169,"about_ca_topic_score_gemma":0.002291477,"teacher_disagreement_score":0.48224667,"about_ca_system_score_codex":0.0006066371,"about_ca_system_score_gemma":0.0005058842,"threshold_uncertainty_score":0.9991979},"labels":[],"label_agreement":null},{"id":"W2607974620","doi":"","title":"Between Science and Politics: How are Negotiations Shaping Up for the Paris Conference on Climate Change?","year":2015,"lang":"en","type":"other","venue":"oURspace (University of Regina)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Negotiation; Politics; Political science; Film director; Climate change; Environmental ethics; Sociology; Media studies; Art history; Art; Law; Philosophy; Oceanography","score_opus":0.45407702616333406,"score_gpt":0.38632756822017866,"score_spread":0.0677494579431554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607974620","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023746435,0.0003437961,0.00018013662,0.9208891,0.0001711585,0.00052300637,0.00034919285,0.000068031106,0.07723813],"genre_scores_gemma":[0.010764184,0.040538836,0.0006296404,0.00022280045,0.0007030841,0.0000053323492,0.00008124986,0.00007241058,0.94698244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991025,0.00008553609,0.000009145211,0.00019911521,0.00035209945,0.00025165526],"domain_scores_gemma":[0.99877375,0.00014004002,0.00026879966,0.0003238936,0.00036898203,0.00012454795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068083877,0.00009928177,0.00017884414,0.00020655082,0.0011452917,0.00008165089,0.00054084486,0.00014536805,0.000042940144],"category_scores_gemma":[0.00013216193,0.0001024651,0.000037948743,0.00027438116,0.0013318239,0.00015854822,0.00014369105,0.00011730304,0.000013032919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031828793,0.0000045054103,0.00042444194,0.00004037611,0.000010953418,1.7789152e-7,0.010823695,6.742856e-8,0.00000202795,0.028711695,0.9567611,0.003217779],"study_design_scores_gemma":[0.00015463603,0.000024043704,0.00069277216,0.00021339893,0.00005153129,1.0952479e-7,0.08936509,0.000063786116,1.7475558e-7,0.00003146752,0.90929943,0.000103570645],"about_ca_topic_score_codex":0.00049583765,"about_ca_topic_score_gemma":0.013217609,"teacher_disagreement_score":0.9206663,"about_ca_system_score_codex":0.00016013686,"about_ca_system_score_gemma":0.0001846611,"threshold_uncertainty_score":0.8808774},"labels":[],"label_agreement":null},{"id":"W2609975993","doi":"10.1080/03057267.2017.1319632","title":"University-level teaching of Anthropogenic Global Climate Change (AGCC) via student inquiry","year":2017,"lang":"en","type":"article","venue":"Studies in Science Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Curriculum; Geospatial analysis; Strengths and weaknesses; Climate change; Engineering ethics; Computer science; Sociology; Pedagogy; Psychology; Engineering; Remote sensing; Geography","score_opus":0.7344263821798732,"score_gpt":0.610001721803148,"score_spread":0.12442466037672517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609975993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96061146,0.00047294932,0.000019876572,0.003471545,0.002976078,0.0002802712,0.000008069512,0.000020194782,0.03213953],"genre_scores_gemma":[0.988122,0.011087193,0.0003888371,0.00006172454,0.00025258955,0.000007009758,0.0000018915839,0.000002285187,0.0000764803],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988186,0.0001700905,0.00015571872,0.00021847677,0.00038024463,0.00025690798],"domain_scores_gemma":[0.9988967,0.000053342344,0.0002430937,0.00048695793,0.0002610019,0.00005890079],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0022187836,0.000071210794,0.00012775423,0.00013043615,0.0033391626,0.00007244131,0.0010419238,0.00003689059,0.000028718532],"category_scores_gemma":[0.0005827797,0.00007526472,0.00003104833,0.0003338867,0.003749516,0.0009430899,0.00050965504,0.00008716832,0.000014823879],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000082662455,0.0002538292,0.39593774,0.000024364712,0.000005561781,3.4787172e-7,0.4180639,7.1361455e-7,0.00013819175,0.046021484,0.00012228843,0.13942328],"study_design_scores_gemma":[0.000084578765,0.000015238698,0.6169317,0.00008295214,0.000005992857,3.0808238e-7,0.380415,0.000007721893,0.0000047898866,0.00053619227,0.0018452274,0.000070364746],"about_ca_topic_score_codex":0.0036329345,"about_ca_topic_score_gemma":0.01086309,"teacher_disagreement_score":0.2209939,"about_ca_system_score_codex":0.000829506,"about_ca_system_score_gemma":0.0003269729,"threshold_uncertainty_score":0.9989617},"labels":[],"label_agreement":null},{"id":"W2610352507","doi":"","title":"Professional Ethics for Climate Scientists","year":2014,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Engineering ethics; Political science; Environmental ethics; Sociology; Engineering; Philosophy","score_opus":0.414790453804383,"score_gpt":0.48556080006589375,"score_spread":0.07077034626151074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610352507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81130195,0.00003673848,0.000043581178,0.0102175465,0.0011935174,0.00030571758,0.000012889982,0.0001574631,0.17673063],"genre_scores_gemma":[0.9949274,0.00035623755,0.0021718775,0.0009558642,0.00039653917,0.00003744848,0.000060038616,0.000012317584,0.0010822769],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856275,0.0003060554,0.00022913018,0.0001898911,0.0003549774,0.0003571837],"domain_scores_gemma":[0.9978652,0.0014034541,0.00016492668,0.00021156197,0.00023323866,0.00012164511],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0057907174,0.00007965139,0.000098109056,0.000052200186,0.0017368519,0.0001237371,0.0003024319,0.00017897754,0.00002272872],"category_scores_gemma":[0.0034582221,0.00007920239,0.00005697029,0.00011812332,0.00018501683,0.00013301423,0.0000656947,0.00025694136,0.00015146245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024460797,0.0012620159,0.15451393,0.001389922,0.000051950086,0.0000034318464,0.47250456,0.00081711676,0.010719765,0.18019538,0.034882836,0.1434145],"study_design_scores_gemma":[0.00047700419,0.00004139914,0.083181106,0.00036567313,0.000016296437,9.179676e-7,0.0076509546,0.00059516524,0.000085659056,0.0028690016,0.9044153,0.00030150593],"about_ca_topic_score_codex":0.0030258493,"about_ca_topic_score_gemma":0.039503284,"teacher_disagreement_score":0.86953247,"about_ca_system_score_codex":0.00005637273,"about_ca_system_score_gemma":0.00008769854,"threshold_uncertainty_score":0.99956274},"labels":[],"label_agreement":null},{"id":"W2613576893","doi":"","title":"Student-teachers’ Inquiry-based Actions to Address Socioscientifc Issues","year":2009,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; York University; University of Toronto","funders":"","keywords":"Context (archaeology); Action (physics); Science education; Public relations; Pedagogy; Political science; Teacher education; Sociology; Mathematics education; Psychology","score_opus":0.368903125324926,"score_gpt":0.5662738955127667,"score_spread":0.19737077018784077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613576893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.843611,0.00009540078,0.00047080708,0.15155724,0.001293744,0.00037391245,0.0000019215265,0.0000846351,0.0025113681],"genre_scores_gemma":[0.9963124,0.0003162416,0.0011381577,0.0008854519,0.00026278148,0.000043972963,0.0000030654123,0.000003842152,0.0010340859],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989622,0.00004575107,0.00014279067,0.00020781944,0.00036478188,0.00027665318],"domain_scores_gemma":[0.99880487,0.00004476059,0.00012137669,0.00020307316,0.0006619091,0.00016400697],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015728325,0.00007397754,0.000091367096,0.00076692546,0.0034202414,0.00039859297,0.0005119675,0.00009658231,0.000042701817],"category_scores_gemma":[0.00067107624,0.00007176052,0.000027762953,0.0012806435,0.0008109262,0.00061072176,0.0000300173,0.0001975539,0.000011424716],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002267536,0.0010639181,0.007276048,0.000007614875,0.0000065849267,2.6203182e-7,0.13389263,0.000004761821,0.057774805,0.039155044,0.022215284,0.73858035],"study_design_scores_gemma":[0.0005219397,0.000488709,0.08354402,0.000096028736,0.000035131863,0.000015541978,0.26234332,0.00003741647,0.002573573,0.015982155,0.63401395,0.00034821397],"about_ca_topic_score_codex":0.00003929478,"about_ca_topic_score_gemma":0.00017500116,"teacher_disagreement_score":0.73823214,"about_ca_system_score_codex":0.00043693077,"about_ca_system_score_gemma":0.0009324268,"threshold_uncertainty_score":0.9978772},"labels":[],"label_agreement":null},{"id":"W2617496428","doi":"10.1080/1523908x.2017.1324772","title":"Calibrating climate change policies: the causes and consequences of sustained under-reaction","year":2017,"lang":"en","type":"article","venue":"Journal of Environmental Policy & Planning","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"European Investment Bank; Central European University; European Commission","keywords":"Blame; Climate change; Public economics; Political science; Scale (ratio); Visibility; Public policy; Economics; Political economy; Economic growth; Psychology; Social psychology; Geography","score_opus":0.39259878225609285,"score_gpt":0.46621864865156987,"score_spread":0.07361986639547702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617496428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98094654,0.00039630412,0.0000037451712,0.015084535,0.00006838135,0.00008304908,0.00001734814,0.0000044868366,0.0033956335],"genre_scores_gemma":[0.99098504,0.008084197,0.00003195181,0.00041505907,0.00044035626,0.0000017596658,0.000001682615,0.0000053112526,0.000034627647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992201,0.0001364802,0.00023353058,0.000051605457,0.00020025433,0.00015803378],"domain_scores_gemma":[0.99891853,0.00015342185,0.0007034415,0.00014841573,0.000011841313,0.0000643344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006070875,0.000065169144,0.00012219373,0.000075901815,0.0011850185,0.00011133695,0.00025172805,0.00004737945,0.000033652657],"category_scores_gemma":[0.00015386823,0.00004874663,0.000043891847,0.00003142462,0.0008283417,0.00050038955,0.00009391684,0.00012548524,0.0000011872513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017141442,0.00017418456,0.38626748,0.0000875613,0.00010078075,0.00001588317,0.35000804,0.000047966096,0.20775948,0.018047241,0.0002475574,0.037072424],"study_design_scores_gemma":[0.00037606334,0.000111515066,0.7090999,0.0001986987,0.000036636284,0.00004380778,0.28352633,0.000030431142,0.0004889011,0.0013506012,0.0046162866,0.0001208274],"about_ca_topic_score_codex":0.00370329,"about_ca_topic_score_gemma":0.00037730383,"teacher_disagreement_score":0.3228324,"about_ca_system_score_codex":0.00010452517,"about_ca_system_score_gemma":0.000032598677,"threshold_uncertainty_score":0.9114323},"labels":[],"label_agreement":null},{"id":"W2618413939","doi":"10.1002/wcc.475","title":"Local knowledge in climate adaptation research: moving knowledge frameworks from extraction to co‐production","year":2017,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":218,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Adaptation (eye); Sociology of scientific knowledge; Sociotechnical system; Climate change; Knowledge production; Traditional knowledge; Politics; Knowledge management; Process (computing); Corporate governance; Political science; Sociology; Environmental resource management; Computer science; Social science; Business; Psychology; Indigenous","score_opus":0.7245832587977129,"score_gpt":0.592970451615589,"score_spread":0.13161280718212387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618413939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63459694,0.046992615,0.0016613514,0.043752544,0.011518359,0.010740378,0.00042946462,0.00069851277,0.24960986],"genre_scores_gemma":[0.76529783,0.22994621,0.00049563136,0.00014799091,0.0022051064,0.001265678,0.00030028302,0.000058056186,0.00028322753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99464864,0.0020964239,0.0009134034,0.00087700586,0.00043567023,0.0010288847],"domain_scores_gemma":[0.99671894,0.0004256734,0.00050435343,0.0016356996,0.00037432014,0.00034100524],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007866268,0.00034498386,0.0006197499,0.0005689282,0.004456213,0.0005322144,0.0012488669,0.00054685835,0.0012184586],"category_scores_gemma":[0.0008248972,0.00035094807,0.00020678261,0.000602854,0.0006225521,0.001736886,0.0016903864,0.0013227889,0.0036889955],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017828534,0.0004575985,0.0020834836,0.0002477249,0.000007805854,0.000005948464,0.36585504,0.0000057596576,0.00047886505,0.0008590334,0.004742564,0.6250779],"study_design_scores_gemma":[0.0008315702,0.00034536453,0.065891854,0.01677822,0.00006820046,0.0000071944987,0.27939555,0.00400818,0.00009185437,0.0029728252,0.6283006,0.0013085367],"about_ca_topic_score_codex":0.0015484781,"about_ca_topic_score_gemma":0.1114242,"teacher_disagreement_score":0.62376934,"about_ca_system_score_codex":0.0011488185,"about_ca_system_score_gemma":0.000057249108,"threshold_uncertainty_score":0.99989426},"labels":[],"label_agreement":null},{"id":"W2621080616","doi":"","title":"Fun with Climate Science! Creative Ways to Engage the Public with Climate Change","year":2017,"lang":"en","type":"article","venue":"2017 ASTC Annual Conference (October 21-24)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Science Centre","funders":"","keywords":"Climate change; Climate science; Political science; Environmental resource management; Environmental science; Geology","score_opus":0.5281292124006987,"score_gpt":0.4395952223405279,"score_spread":0.08853399006017076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621080616","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3226346,0.00011779423,0.0005153053,0.05578315,0.00094001426,0.002253402,0.000572615,0.00033035583,0.61685276],"genre_scores_gemma":[0.99333155,0.0029276353,0.00062760944,0.0012601415,0.00034196136,0.00031966734,0.00004110752,0.00003200603,0.0011183383],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964338,0.00031607714,0.00027675144,0.00067333825,0.0010361825,0.0012638553],"domain_scores_gemma":[0.99556005,0.00015790923,0.0004462889,0.0018587186,0.0014360873,0.0005409613],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002978731,0.00034994277,0.00035491507,0.00020554343,0.010437094,0.0025708645,0.0029069697,0.00013715612,0.0014028023],"category_scores_gemma":[0.0004856136,0.00022484039,0.00006556146,0.00045110524,0.0034080597,0.002831359,0.0008590867,0.0005129261,0.0007971229],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005033332,0.00035654847,0.03843056,0.000056132452,0.00006324271,0.000026912787,0.5056988,0.0000018006489,0.00037812602,0.37737346,0.004399001,0.0727121],"study_design_scores_gemma":[0.0012609293,0.0008096724,0.20468909,0.00046514848,0.0000882515,0.000018605031,0.19325349,0.0001785159,0.00009995526,0.00045825125,0.5975147,0.0011634161],"about_ca_topic_score_codex":0.002340043,"about_ca_topic_score_gemma":0.037783764,"teacher_disagreement_score":0.6706969,"about_ca_system_score_codex":0.000186436,"about_ca_system_score_gemma":0.00047385186,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W2624525223","doi":"10.4033/iee.2017.10.4.psi","title":"Value of communicating global change biology in the media","year":2017,"lang":"en","type":"article","venue":"Ideas in Ecology and Evolution","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Dissemination; Value (mathematics); Political science; Computer science","score_opus":0.40037983170972424,"score_gpt":0.4833508472301424,"score_spread":0.08297101552041813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2624525223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97606915,0.0004994977,0.0000050301487,0.008391754,0.00015618623,0.00013213555,0.00000553519,0.000005477153,0.014735214],"genre_scores_gemma":[0.9965293,0.0031431862,0.00007070479,0.00016626483,0.00005081614,0.000027853512,0.000008094771,9.715379e-7,0.0000028557974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899167,0.0006559766,0.0001262997,0.00006615519,0.000039165774,0.00012070802],"domain_scores_gemma":[0.99929285,0.0002742577,0.00011251399,0.00028454655,0.000022580602,0.000013273702],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015432762,0.000033592296,0.00008440577,0.00003335838,0.0004833975,0.00001121121,0.00041601152,0.00012637561,0.000022942184],"category_scores_gemma":[0.0007220764,0.000029091536,0.000012925647,0.000067046174,0.00063412596,0.000104888364,0.00011054713,0.00010287468,0.000004389733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052731766,0.00002332344,0.8127333,0.0000021245762,7.101227e-7,1.2103642e-7,0.013488097,1.9325152e-7,0.0000058865744,0.16885753,0.0000097137545,0.0048737437],"study_design_scores_gemma":[0.00016289501,0.000013140099,0.93749815,0.000012537458,0.0000020945515,6.3910676e-7,0.0062299552,0.00014156946,9.74835e-8,0.055244606,0.0006672656,0.00002706057],"about_ca_topic_score_codex":0.021950727,"about_ca_topic_score_gemma":0.3331598,"teacher_disagreement_score":0.31120908,"about_ca_system_score_codex":0.0000934714,"about_ca_system_score_gemma":0.000022351955,"threshold_uncertainty_score":0.98456216},"labels":[],"label_agreement":null},{"id":"W2626655577","doi":"10.1177/1206331217709931","title":"Our Anthropocene: Geologies, Biologies, Economies, and New Pursuits of Profit and Power","year":2017,"lang":"en","type":"article","venue":"Space and Culture","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Canada Health Infoway","funders":"","keywords":"Anthropocene; Politics; Humanity; Environmental ethics; Deliberation; Sociology; Ecology; Political science; Law; Biology","score_opus":0.39812111421271557,"score_gpt":0.45713512897983355,"score_spread":0.059014014767117984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626655577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87589204,0.010328162,0.000003159893,0.070732914,0.00021138713,0.0002384028,0.000034347024,0.000044154724,0.042515434],"genre_scores_gemma":[0.9003738,0.09281737,0.00020163845,0.00008210883,0.000072793075,0.0000025890845,0.000008912046,0.0000029045364,0.0064378954],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996334,0.00003369715,0.00006079678,0.0001222133,0.000041219504,0.000108685876],"domain_scores_gemma":[0.99961424,0.00001102559,0.0000932614,0.00019022936,0.000025981915,0.000065272754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014234995,0.00006475647,0.00011046593,0.000012428347,0.00059394987,0.0001171619,0.00014276734,0.0001261721,0.000084718755],"category_scores_gemma":[0.00010242188,0.000049492817,0.000012721842,0.000014136285,0.0003744747,0.00017224794,0.00013591784,0.000064715285,0.0000034777524],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054431974,0.00002221936,0.6604921,0.00006183493,0.00004067294,0.0000014478987,0.08479254,1.7267985e-7,0.0018246844,0.056397244,0.11016288,0.086149774],"study_design_scores_gemma":[0.0005077273,0.00012439868,0.31183133,0.000052766296,0.000019118284,0.000003171606,0.09331309,0.0000029057371,0.00015109037,0.0053939926,0.58838934,0.00021108816],"about_ca_topic_score_codex":0.0026671577,"about_ca_topic_score_gemma":0.0072860178,"teacher_disagreement_score":0.47822642,"about_ca_system_score_codex":0.000012156804,"about_ca_system_score_gemma":0.00003478676,"threshold_uncertainty_score":0.4568242},"labels":[],"label_agreement":null},{"id":"W2626663434","doi":"10.1016/j.semcdb.2017.05.010","title":"Science communication at scientific societies","year":2017,"lang":"en","type":"review","venue":"Seminars in Cell and Developmental Biology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Conservation Association","funders":"American Society for Biochemistry and Molecular Biology","keywords":"Biology; Science communication; Public engagement; Publics; Personalization; Bridging (networking); Public awareness of science; Scientific communication; Public relations; Engineering ethics; Key (lock); Sociology; Political science; Epistemology; Science education; Politics; Ecology; Engineering","score_opus":0.535197464629144,"score_gpt":0.5077357177384145,"score_spread":0.027461746890729444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626663434","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009618901,0.8891241,1.6349185e-7,0.00009821582,0.0003019671,0.00028844358,0.000021029435,0.000019595793,0.10918462],"genre_scores_gemma":[0.0003121608,0.98255444,0.0005503603,0.000029990972,0.000022040556,0.00004526669,0.00028243213,0.00000832493,0.016194982],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984925,0.0003150033,0.0003172293,0.00038928294,0.00015259636,0.00033338834],"domain_scores_gemma":[0.9988981,0.00026395195,0.00026145083,0.00043223964,0.000056446086,0.000087821965],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0024395413,0.0001698524,0.0004478883,0.0003539473,0.0036815705,0.00024339439,0.0011407263,0.0002977309,0.0002900574],"category_scores_gemma":[0.00016119538,0.00015418141,0.00006632745,0.00038806637,0.0054309345,0.00015425877,0.0011201965,0.0002296634,0.00017490593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001304013,0.000025181667,0.00024671396,0.00038930873,0.0000024336264,3.789085e-7,0.014404864,2.2103264e-9,0.000025405934,0.00065433263,0.0014417924,0.9828083],"study_design_scores_gemma":[0.000055242486,0.000008259009,0.000024086252,0.0014334344,0.00001046736,0.0000039938336,0.0040202755,3.6153224e-7,0.0000031530099,0.00029316885,0.99395895,0.00018859372],"about_ca_topic_score_codex":0.00015892001,"about_ca_topic_score_gemma":0.0021425234,"teacher_disagreement_score":0.9925172,"about_ca_system_score_codex":0.0008378996,"about_ca_system_score_gemma":0.0010668852,"threshold_uncertainty_score":0.9976155},"labels":[],"label_agreement":null},{"id":"W2692863388","doi":"10.1177/0013916517715296","title":"Psychological Barriers to Energy Conservation Behavior: The Role of Worldviews and Climate Change Risk Perception","year":2017,"lang":"en","type":"article","venue":"Environment and Behavior","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climate change; Perception; Risk perception; Psychology; Social psychology; Energy conservation; Energy (signal processing); Ecology","score_opus":0.25413741181372584,"score_gpt":0.4101572460702626,"score_spread":0.15601983425653676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2692863388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963661,0.00019037037,0.0000040333284,0.0017849288,0.000059677386,0.00033330353,0.000029610443,0.000011170188,0.0012208048],"genre_scores_gemma":[0.9674334,0.031756546,0.000110060384,0.0002311608,0.000070438444,0.00028241737,0.000013683737,0.0000052362325,0.00009706833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992667,0.00016483269,0.00013237212,0.00015846951,0.00014335575,0.00013431266],"domain_scores_gemma":[0.99937016,0.000023741057,0.0001401269,0.00033191024,0.000008106392,0.00012594073],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045297956,0.000076636185,0.00009391529,0.000026666152,0.0013621658,0.00007675171,0.00018217678,0.0000737355,0.00096075214],"category_scores_gemma":[0.000029125176,0.00005893613,0.000030237743,0.000020302434,0.0004367415,0.0001478186,0.00012516072,0.00007040389,0.000013537557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009397847,0.000055774908,0.6453968,8.9967114e-7,8.233749e-7,1.6711095e-7,0.008857942,2.3211005e-8,0.0023069032,0.00042890722,0.000024285968,0.34291804],"study_design_scores_gemma":[0.00011665652,0.000050972525,0.94763595,0.0000072540624,0.00005953435,4.98538e-7,0.006193442,0.000007813491,0.000017121965,0.00004949168,0.045786303,0.00007493704],"about_ca_topic_score_codex":0.0017440835,"about_ca_topic_score_gemma":0.0024206624,"teacher_disagreement_score":0.34284312,"about_ca_system_score_codex":0.000027970716,"about_ca_system_score_gemma":0.000002319101,"threshold_uncertainty_score":0.9999525},"labels":[],"label_agreement":null},{"id":"W2730382380","doi":"10.22323/2.07040701","title":"How-to establish PCST. Two handbooks on science communication","year":2008,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Discipline; Field (mathematics); China; Sociology; Science communication; Point (geometry); Media studies; Engineering ethics; Social science; Library science; Epistemology; History; Engineering; Computer science; Science education; Pedagogy; Archaeology","score_opus":0.4797274534539139,"score_gpt":0.4779213545407001,"score_spread":0.0018060989132137606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730382380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85985386,0.00067822926,0.00061076996,0.04317301,0.00046725618,0.00045576374,0.000003718419,0.00007580669,0.09468159],"genre_scores_gemma":[0.97990185,0.010130388,0.008346535,0.00084198243,0.00011159589,0.000011131477,0.00000356746,0.000010960509,0.0006419887],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631584,0.0005425068,0.00052633253,0.00023611443,0.0019252938,0.00045392793],"domain_scores_gemma":[0.99384445,0.00043516466,0.0007282244,0.001871127,0.0026481294,0.00047293335],"candidate_categories":["sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.009642748,0.00014292874,0.00023127432,0.0011149276,0.006743842,0.0007838179,0.0057894643,0.000065293156,0.000076717486],"category_scores_gemma":[0.0031546543,0.00013477898,0.00009079519,0.0031538373,0.008181527,0.0033581343,0.00058008416,0.00052911154,0.00005128901],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031360314,0.0013422372,0.009558455,0.000020524783,0.000024878791,0.0000069152325,0.46522194,0.0005326116,0.1533109,0.16535763,0.012078692,0.19223163],"study_design_scores_gemma":[0.0036179193,0.0012280766,0.11106077,0.001602044,0.00007818235,0.00025295175,0.15549995,0.0015126747,0.017058158,0.013277878,0.6931708,0.0016406276],"about_ca_topic_score_codex":0.0004321984,"about_ca_topic_score_gemma":0.0008114747,"teacher_disagreement_score":0.6810921,"about_ca_system_score_codex":0.00097224856,"about_ca_system_score_gemma":0.0013001708,"threshold_uncertainty_score":0.9995897},"labels":[],"label_agreement":null},{"id":"W2732405805","doi":"","title":"Climate Action and Activism: Scientists as Citizens and Communicators","year":2015,"lang":"en","type":"article","venue":"2015 AGU Fall Meeting","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Action (physics); Political science; Public relations","score_opus":0.44677013408000754,"score_gpt":0.47390255490219524,"score_spread":0.027132420822187697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732405805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8985953,0.000538029,0.0000045804873,0.0029065763,0.00018905028,0.00013013203,0.0000038132712,0.00009569349,0.09753683],"genre_scores_gemma":[0.99138016,0.007525426,0.0004253504,0.00016385036,0.00008111861,0.0000088631095,0.000014242661,0.000010358847,0.00039062058],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988451,0.00037026824,0.00013595377,0.00016406713,0.00024209003,0.00024250752],"domain_scores_gemma":[0.9991597,0.00015352241,0.000105444655,0.00024689015,0.000109550536,0.0002249154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019108916,0.00008377229,0.000111004425,0.00007719919,0.000833565,0.00020865333,0.00018507509,0.00008540677,0.00001832961],"category_scores_gemma":[0.00040000715,0.000087044384,0.000018294066,0.00015865848,0.0003381317,0.00028266513,0.000251655,0.00013584626,0.00006244179],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014791418,0.00021449222,0.45664886,0.00016729903,0.000037286918,0.0000056301847,0.34375775,0.0000056240647,0.0057901563,0.018793045,0.013252595,0.16117933],"study_design_scores_gemma":[0.0023243949,0.00019913437,0.086759344,0.0005674815,0.00008323753,0.000042325173,0.31415454,0.0014978274,0.00019151132,0.0058356253,0.587314,0.0010305662],"about_ca_topic_score_codex":0.00647092,"about_ca_topic_score_gemma":0.015452971,"teacher_disagreement_score":0.57406145,"about_ca_system_score_codex":0.000090786765,"about_ca_system_score_gemma":0.0000429086,"threshold_uncertainty_score":0.97821385},"labels":[],"label_agreement":null},{"id":"W2732938828","doi":"10.2139/ssrn.2635179","title":"noncc de principes du RMGA sur la communication des rrsultats de recherche et des ddcouvertes fortuites (RMGA Statement of Principles on the Return of Research Results and Incidental Findings)","year":2013,"lang":"fr","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University and Génome Québec Innovation Centre; Izaak Walton Killam Health Centre; Dalhousie University; McGill University","funders":"","keywords":"Humanities; Philosophy","score_opus":0.6169313359461991,"score_gpt":0.5074176087764982,"score_spread":0.10951372716970087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732938828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705046,0.008076781,0.00013059175,0.014475037,0.00003117254,0.00042137518,0.000022262746,0.000013666282,0.006324552],"genre_scores_gemma":[0.6779085,0.31947818,0.0008617267,0.00005467382,0.000039305873,0.000025087671,0.000009818748,0.0000150667565,0.0016076729],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9883081,0.008872355,0.0007057233,0.0001828665,0.00059127697,0.0013396945],"domain_scores_gemma":[0.99096423,0.0070772218,0.00048165018,0.00039755195,0.00094351044,0.00013580252],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.048836283,0.00016943162,0.000229831,0.00016455307,0.0011557828,0.00017828977,0.00086410524,0.000262547,0.00015235067],"category_scores_gemma":[0.0067776935,0.0001341183,0.00009675413,0.00052292144,0.0022132373,0.00056909607,0.00028239426,0.0025711297,0.0000078479325],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005173511,0.000978149,0.09040023,0.0002481967,0.0003003929,0.0000014186845,0.38131315,0.000083734085,0.011550727,0.35841843,0.0009697129,0.15521851],"study_design_scores_gemma":[0.0015824793,0.0011519594,0.13158062,0.0020437909,0.000079116064,0.00012114444,0.28812128,0.0022148648,0.0029842784,0.5622074,0.0075729135,0.00034010992],"about_ca_topic_score_codex":0.014588989,"about_ca_topic_score_gemma":0.09129817,"teacher_disagreement_score":0.3114014,"about_ca_system_score_codex":0.0035014846,"about_ca_system_score_gemma":0.0023375063,"threshold_uncertainty_score":0.99973},"labels":[],"label_agreement":null},{"id":"W2734765614","doi":"10.1093/oxfordhb/9780190497620.013.16","title":"Cross-National Comparative Communication and Deliberation About the Risks of Nanotechnologies","year":2017,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of California, Santa Barbara","keywords":"Deliberation; Public engagement; Salient; Upstream (networking); Publics; Public relations; Political science; Perception; Sociology; Engineering ethics; Psychology; Politics; Engineering","score_opus":0.6177337781922088,"score_gpt":0.46903572339196,"score_spread":0.14869805480024878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2734765614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024750985,0.00033254246,0.00004369667,0.00033604857,0.000049498874,0.00039179422,0.00013563412,0.000064591346,0.9961711],"genre_scores_gemma":[0.04370382,0.018703219,0.00019264019,0.000032839172,0.000047068963,0.0000042424044,0.00018991613,0.000008738372,0.9371175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99904305,0.00025140124,0.00015042894,0.00015432344,0.00029068877,0.00011010175],"domain_scores_gemma":[0.99810815,0.00028310873,0.0005070411,0.00058257737,0.00048780558,0.000031314295],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00049902266,0.00012187955,0.00019051465,0.00008065549,0.0020219225,0.0001604126,0.0010266588,0.0003477185,0.000030382695],"category_scores_gemma":[0.000068474525,0.00011685731,0.00006579537,0.000012066321,0.0022789836,0.0002035828,0.00044065164,0.00032552957,6.195119e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069804664,0.000021677655,0.00011167431,0.000042431235,0.00007204762,4.1806888e-7,0.028771307,0.000016534192,0.000016522343,0.93900084,0.0069226483,0.024954114],"study_design_scores_gemma":[0.00019936351,0.0000132084215,0.0011422475,0.000091236296,0.00003614295,3.3983184e-7,0.0016357242,0.00007244796,0.000017471073,0.0025354647,0.99413824,0.00011813492],"about_ca_topic_score_codex":0.0009443587,"about_ca_topic_score_gemma":0.003201347,"teacher_disagreement_score":0.9872156,"about_ca_system_score_codex":0.000223549,"about_ca_system_score_gemma":0.00023421779,"threshold_uncertainty_score":0.9992773},"labels":[],"label_agreement":null},{"id":"W2736679076","doi":"","title":"Can Education Overcome Climate Change Inactivism","year":2011,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Climate change; Environmental science; Political science; Geology","score_opus":0.3806140489259726,"score_gpt":0.4726348537805723,"score_spread":0.09202080485459968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736679076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9287791,0.0003025277,0.000052670603,0.0326378,0.002695262,0.0006649924,0.0000055405626,0.0001137519,0.034748342],"genre_scores_gemma":[0.99402237,0.0038444581,0.00086131366,0.00044509035,0.0003120246,0.00018717292,0.000004179706,0.000008041529,0.00031537606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903595,0.00004419674,0.00015883589,0.00019975257,0.00023819874,0.0003230383],"domain_scores_gemma":[0.9986467,0.000033640452,0.00022003832,0.00021606915,0.0007379377,0.00014561531],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013606781,0.00008776457,0.00010242225,0.00076112937,0.0024732205,0.00015155775,0.0003986583,0.00011847047,0.0000627887],"category_scores_gemma":[0.0004255512,0.00008527995,0.000025644837,0.000937913,0.0009178735,0.001084697,0.00005986951,0.0002122657,0.0000072852567],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013943564,0.0003631662,0.011659011,0.0000126726545,0.0000030785443,8.305184e-8,0.02365268,3.5427083e-9,0.0019009769,0.14084652,0.00047768667,0.8210702],"study_design_scores_gemma":[0.0005615152,0.00057935814,0.17098142,0.00029266317,0.00008202157,0.00018795767,0.2571109,0.00005448597,0.0020872606,0.26944166,0.2978782,0.000742539],"about_ca_topic_score_codex":0.00055680436,"about_ca_topic_score_gemma":0.00064592063,"teacher_disagreement_score":0.82032764,"about_ca_system_score_codex":0.00047661466,"about_ca_system_score_gemma":0.0014933741,"threshold_uncertainty_score":0.99882543},"labels":[],"label_agreement":null},{"id":"W2743412247","doi":"10.5408/16-220.1","title":"Assessing the Influence of an Educational Presentation on Climate Change Beliefs at an Evangelical Christian College","year":2017,"lang":"en","type":"article","venue":"Journal of Geoscience Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Tyndale University","funders":"","keywords":"Climate change; Skepticism; Conservatism; Faith; Global warming; Scientific consensus; Psychology; Politics; Social psychology; Political science; Law; Theology; Ecology","score_opus":0.3981895089367129,"score_gpt":0.5491728759312323,"score_spread":0.15098336699451942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743412247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97727907,0.00006556031,0.0000060933307,0.019613145,0.0009395001,0.00022646404,0.000012672006,0.0000057688367,0.0018517086],"genre_scores_gemma":[0.9971579,0.00069216447,0.0005005584,0.00036622246,0.0011014563,0.000020190624,0.0000144660735,0.0000060175644,0.0001410574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99819154,0.0004136664,0.00036367637,0.00014844474,0.00069069763,0.00019197699],"domain_scores_gemma":[0.9972461,0.00019635876,0.0011406335,0.0005239319,0.00071873615,0.00017428037],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002209273,0.000083030136,0.000119688004,0.00014617076,0.002686311,0.00037367415,0.0010547972,0.00006682217,0.00013097753],"category_scores_gemma":[0.0010546892,0.00006494958,0.000051181345,0.00019151192,0.00064365315,0.0034974276,0.00006840051,0.00015931338,0.000017183867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022052416,0.004768197,0.22241515,0.00010557863,0.000019453099,0.0000018120805,0.34083658,0.00025271918,0.018997304,0.044308268,0.001565215,0.36650917],"study_design_scores_gemma":[0.000115690804,0.00014092382,0.9658148,0.00012793661,0.000012541205,0.000009528146,0.029112795,0.00017555573,0.00005785947,0.00091985334,0.0034326615,0.00007981429],"about_ca_topic_score_codex":0.0014390772,"about_ca_topic_score_gemma":0.0023377298,"teacher_disagreement_score":0.7433997,"about_ca_system_score_codex":0.00026604472,"about_ca_system_score_gemma":0.00067531853,"threshold_uncertainty_score":0.99861205},"labels":[],"label_agreement":null},{"id":"W2745957271","doi":"10.1006/jhge.2000.0276","title":"Reviews","year":2001,"lang":"en","type":"article","venue":"Journal of Historical Geography","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Space (punctuation); Space program; Public opinion; Political science; Public relations; Law; Computer science; Politics","score_opus":0.5025117367090526,"score_gpt":0.45480680273749946,"score_spread":0.04770493397155312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745957271","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.090842366,0.114690214,0.0022411833,0.058197223,0.00641285,0.0004249692,0.0000015815189,0.000094725845,0.7270949],"genre_scores_gemma":[0.25179753,0.7366936,0.0025211936,0.0017171422,0.002310779,0.0000053045355,0.0000019558458,0.000012546785,0.0049399594],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910754,0.0002148361,0.00029917684,0.00004028,0.00023227965,0.00010591271],"domain_scores_gemma":[0.99931145,0.000056509016,0.00025171824,0.000109848195,0.00014554521,0.00012494772],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010250948,0.00004145707,0.00014782281,0.00016883572,0.00021668636,0.00001881247,0.00023539926,0.000046241483,0.0010662255],"category_scores_gemma":[0.00018724319,0.000034056065,0.0002306392,0.0004303403,0.00005462554,0.00013105922,0.000011403878,0.00014467943,0.00004191604],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008405379,0.0004790967,0.12973171,0.000014887736,0.000025331074,0.000022804703,0.01663274,0.0000011319249,0.00025196152,0.0033284647,0.36690378,0.482524],"study_design_scores_gemma":[0.00008413597,0.000041625535,0.00546383,0.000015710108,0.000010392297,0.0000069787825,0.00028661115,3.9985255e-7,1.9359057e-7,0.00052739267,0.99352205,0.00004068619],"about_ca_topic_score_codex":0.00023445411,"about_ca_topic_score_gemma":0.0001831286,"teacher_disagreement_score":0.7221549,"about_ca_system_score_codex":0.00025516495,"about_ca_system_score_gemma":0.000021377027,"threshold_uncertainty_score":0.99984694},"labels":[],"label_agreement":null},{"id":"W2747758606","doi":"10.1017/rep.2017.17","title":"Discord Over DNA: Ideological Responses to Scientific Communication about Genes and Race","year":2017,"lang":"en","type":"article","venue":"The Journal of Race Ethnicity and Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Ideology; White (mutation); Nature versus nurture; Race (biology); Inequality; Appeal; Sociology; Racial formation theory; Conservatism; Racism; Social psychology; Gender studies; Political science; Positive economics; Politics; Psychology; Biology; Law; Genetics; Economics; Gene","score_opus":0.3938185057581942,"score_gpt":0.4899474881387172,"score_spread":0.09612898238052298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747758606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954894,0.0017955184,0.00005793748,0.041838642,0.00015301174,0.000084785985,0.000008944139,0.000005896912,0.0011612478],"genre_scores_gemma":[0.96571636,0.0313384,0.00023366083,0.00044072178,0.00015662525,7.733629e-7,9.135581e-7,0.0000035068304,0.0021090521],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985105,0.0008641393,0.0001971152,0.000059469145,0.00021267228,0.00015614067],"domain_scores_gemma":[0.9980018,0.0009138742,0.00028453936,0.00045743535,0.0002011564,0.00014115208],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034760742,0.000061306935,0.00012997583,0.000050220624,0.003175482,0.0003545706,0.0006045302,0.00006579326,0.00006028543],"category_scores_gemma":[0.0016175826,0.00004183396,0.00003124888,0.00005198021,0.0014929146,0.00028343435,0.00027507322,0.00022090334,0.0000050120398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095757446,0.00031659417,0.15294427,0.000075360054,0.00008133943,0.000006348199,0.5797399,0.000019405124,0.017388413,0.16055992,0.01021856,0.077692315],"study_design_scores_gemma":[0.0003418826,0.00011551508,0.7427058,0.00012561212,0.000062463936,0.00002792602,0.02141376,0.000055883283,0.00019657523,0.008409531,0.22639792,0.0001471315],"about_ca_topic_score_codex":0.0009882282,"about_ca_topic_score_gemma":0.004224987,"teacher_disagreement_score":0.58976156,"about_ca_system_score_codex":0.00003785329,"about_ca_system_score_gemma":0.000062492814,"threshold_uncertainty_score":0.9981223},"labels":[],"label_agreement":null},{"id":"W2747851242","doi":"10.1080/00963402.2017.1364008","title":"Scientific advocacy: A tool for assessing the risks of engagement","year":2017,"lang":"en","type":"article","venue":"Bulletin of the Atomic Scientists","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public relations; Public engagement; Public sphere; Consumer Advocacy; Function (biology); Political science; Law; Politics","score_opus":0.5484007410559599,"score_gpt":0.5179033914265445,"score_spread":0.030497349629415416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2747851242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96478385,0.00008145493,0.00009860071,0.016691469,0.0016459919,0.00059155177,0.000019272285,0.000012930607,0.016074859],"genre_scores_gemma":[0.99409115,0.00007248946,0.00062557467,0.000091574344,0.00006462776,0.000025081865,0.0000029574271,0.000005369765,0.00502115],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987021,0.0003246963,0.00022089337,0.00016530418,0.00040453815,0.00018244341],"domain_scores_gemma":[0.9977144,0.00030960335,0.00050642603,0.0012005327,0.00024188336,0.000027155686],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005969856,0.000059431033,0.00010625143,0.00003753595,0.00469037,0.00054875773,0.0019836621,0.000038391772,0.0005355022],"category_scores_gemma":[0.0017517776,0.000038585145,0.00013473896,0.000102454804,0.0018973693,0.000063032865,0.0004565777,0.000077357785,0.000028552651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097857104,0.00072203524,0.1077977,0.00033802452,0.00010765759,5.478728e-7,0.14402878,0.000037825757,0.033102363,0.09174629,0.3882228,0.23379812],"study_design_scores_gemma":[0.0003147151,0.0000057328866,0.12002286,0.000109220324,0.000025581734,3.5573956e-7,0.003726405,0.00013484013,0.0009141574,0.0014995239,0.8731693,0.00007728804],"about_ca_topic_score_codex":0.0011658211,"about_ca_topic_score_gemma":0.00039172143,"teacher_disagreement_score":0.48494652,"about_ca_system_score_codex":0.00006108701,"about_ca_system_score_gemma":0.00015459511,"threshold_uncertainty_score":0.9966054},"labels":[],"label_agreement":null},{"id":"W2751532661","doi":"10.1111/ropr.12255","title":"Narrowing the Climate Field: The Symbolic Power of Authors in the IPCC's Assessment of Mitigation","year":2017,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Centrality; Dominance (genetics); Field (mathematics); Climate change; Habitus; Politics; Political science; Boundary-work; Symbolic power; Sociology; Power (physics); Regional science; Environmental resource management; Social science; Environmental science","score_opus":0.6767643617733674,"score_gpt":0.686713871062316,"score_spread":0.009949509288948555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751532661","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2661188,0.011439153,0.0000032705495,0.43227285,0.00008810337,0.0017022676,0.000020792171,0.0000063324997,0.28834844],"genre_scores_gemma":[0.799475,0.19993731,0.0000128305355,0.00041653914,0.00006238198,0.000038373353,0.0000023242494,0.0000028506067,0.000052382442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9960058,0.0026473263,0.0003321606,0.00007641129,0.00072465744,0.00021366049],"domain_scores_gemma":[0.9971679,0.0013149078,0.0002592083,0.0009793458,0.00025424638,0.000024379993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016818756,0.00004681138,0.00016788946,0.000080325626,0.00080327527,0.00005044169,0.0015372847,0.000046273886,0.00024556898],"category_scores_gemma":[0.0030565662,0.000023421386,0.00009609393,0.00040890297,0.0006935543,0.00009597308,0.0002153913,0.00029295063,0.0000050444783],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016019261,0.000245423,0.02455879,0.004601958,0.000033320863,5.7540535e-7,0.20420797,0.0000014892515,0.0018281596,0.61787575,0.0077684163,0.13886212],"study_design_scores_gemma":[0.00042880926,0.0002447734,0.6019978,0.015023449,0.000045730347,0.0000021118767,0.1061069,0.00015715887,0.0003185664,0.009172994,0.2662925,0.00020917392],"about_ca_topic_score_codex":0.0071756328,"about_ca_topic_score_gemma":0.001942467,"teacher_disagreement_score":0.6087028,"about_ca_system_score_codex":0.00005475257,"about_ca_system_score_gemma":0.00021783679,"threshold_uncertainty_score":0.99943566},"labels":[],"label_agreement":null},{"id":"W2752626481","doi":"10.1098/rsos.170957","title":"Bringing ecology blogging into the scientific fold: measuring reach and impact of science community blogs","year":2017,"lang":"en","type":"review","venue":"Royal Society Open Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"McGill University","keywords":"Ecology; Fold (higher-order function); Geography; Data science; Biology; Computer science","score_opus":0.6357301363023703,"score_gpt":0.5587498885051081,"score_spread":0.0769802477972622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752626481","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04080219,0.89430076,0.000024393916,0.0006017632,0.0013423734,0.0030221434,0.0000339668,0.00010451631,0.05976787],"genre_scores_gemma":[0.084554836,0.91392475,0.00048816408,0.000032626507,0.00007140889,0.00005258743,0.000009540709,0.00001721622,0.00084884104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957038,0.0010242352,0.0005417305,0.00071815046,0.0011718187,0.00084022764],"domain_scores_gemma":[0.9950948,0.0008181208,0.0009431701,0.0022126895,0.00063245447,0.00029880326],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.044355225,0.0002923323,0.00088736566,0.00022798676,0.03413295,0.004244648,0.01427109,0.0002001515,0.0001055795],"category_scores_gemma":[0.0025333215,0.0002104248,0.00043423355,0.0019608738,0.035062898,0.0011699437,0.007777472,0.0009690003,0.000015526986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012675898,0.00005823297,0.00050239946,0.00044651458,0.000024298928,2.256951e-7,0.09901105,0.000004157749,0.000050768085,0.000674095,0.00018113613,0.8990458],"study_design_scores_gemma":[0.00032145623,0.00010959722,0.00933079,0.0059462865,0.00030724274,0.000013164232,0.03982264,0.0013671332,0.000005782879,0.0008135132,0.9410001,0.0009622988],"about_ca_topic_score_codex":0.03372684,"about_ca_topic_score_gemma":0.0070984545,"teacher_disagreement_score":0.94081897,"about_ca_system_score_codex":0.0014619597,"about_ca_system_score_gemma":0.005072611,"threshold_uncertainty_score":0.99678904},"labels":[],"label_agreement":null},{"id":"W2754581098","doi":"10.1016/j.erss.2017.07.005","title":"Who cares about climate change? The mass media and socio-political acceptance of Canada’s oil sands and Northern Gateway Pipeline","year":2017,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Gateway (web page); Oil sands; Pipeline (software); Politics; Climate change; Mass media; Political science; Environmental science; Petroleum engineering; Environmental resource management; Engineering; Geology; Geography; Oceanography; Archaeology; Computer science; Law; World Wide Web","score_opus":0.3561553692050197,"score_gpt":0.4813261780875824,"score_spread":0.12517080888256266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754581098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6017226,0.0015529788,0.000005704512,0.091938205,0.0004095972,0.0001583177,0.00009143233,0.000030535266,0.30409062],"genre_scores_gemma":[0.98508555,0.013496592,0.0000108568665,0.00019728526,0.0004663622,0.000029646719,0.0000031835175,0.0000070259985,0.0007035198],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99695814,0.0004545683,0.0001663816,0.00026713766,0.001302349,0.0008514389],"domain_scores_gemma":[0.99822295,0.00040906214,0.000109535526,0.00036691525,0.00058221706,0.00030932465],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004096363,0.00009056428,0.00016129832,0.000060339702,0.009483638,0.00043739198,0.0011973393,0.000086530505,0.000094550145],"category_scores_gemma":[0.0014187687,0.00006996273,0.000026387612,0.00027281107,0.008899532,0.00038647198,0.00053366594,0.00023555792,0.0000010362146],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003460398,0.000031116964,0.03861865,0.00003352103,0.000005554861,0.000003546647,0.11095722,1.7117078e-7,0.0012652493,0.6156214,0.0010439097,0.23238508],"study_design_scores_gemma":[0.0006927941,0.0000623025,0.68713725,0.00016852783,0.000016593707,0.0000017155027,0.17161427,0.0005734445,0.00045388818,0.01356176,0.1251845,0.00053294154],"about_ca_topic_score_codex":0.5071002,"about_ca_topic_score_gemma":0.94655067,"teacher_disagreement_score":0.6485186,"about_ca_system_score_codex":0.00029188208,"about_ca_system_score_gemma":0.0010181988,"threshold_uncertainty_score":0.99379766},"labels":[],"label_agreement":null},{"id":"W2757062755","doi":"10.1177/2399654417732337","title":"Trends and patterns in sustainability-related media coverage: A classification of issue-level attention","year":2017,"lang":"en","type":"article","venue":"Environment and Planning C Politics and Space","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Headline; Climate change; Typology; Poverty; Geography; Newspaper; Regional science; Political science; Economic growth; Business; Economics; Advertising","score_opus":0.1960511901223143,"score_gpt":0.39093700540180654,"score_spread":0.19488581527949222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757062755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906411,0.00020329058,0.000036898466,0.005889353,0.000033846798,0.00006190154,0.000023223669,0.0000044948615,0.003105888],"genre_scores_gemma":[0.9936959,0.0049378895,0.000024613119,0.000014916448,0.000026639134,0.000003083091,0.00003465346,0.000003143427,0.0012591658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995045,0.00007503736,0.00010747535,0.000108654036,0.00008840658,0.00011591656],"domain_scores_gemma":[0.9996149,0.00007902777,0.0000923973,0.00014479115,0.000008884053,0.000060006132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003341672,0.000053982098,0.00008610403,0.00006170105,0.0003480252,0.000059362945,0.00005563354,0.00007067214,0.00006749914],"category_scores_gemma":[0.00008731073,0.000055960412,0.000010822815,0.00001669616,0.00024322147,0.00010027471,0.000050836068,0.000069884074,7.114145e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004616125,0.000023487799,0.94496614,0.000022346201,0.0000032046783,6.732361e-7,0.030070834,0.0000016001248,0.00008729618,0.008661084,0.00002624985,0.01613249],"study_design_scores_gemma":[0.00024317447,0.000013795582,0.9812489,0.000031544972,0.000007713361,3.2746397e-7,0.010836947,0.00030192826,0.0000019027598,0.0014910148,0.0057622762,0.000060443894],"about_ca_topic_score_codex":0.0016131675,"about_ca_topic_score_gemma":0.00042859686,"teacher_disagreement_score":0.036282815,"about_ca_system_score_codex":0.000044697314,"about_ca_system_score_gemma":0.0000074907225,"threshold_uncertainty_score":0.26767635},"labels":[],"label_agreement":null},{"id":"W2758938526","doi":"","title":"A Book for Students of Science and Practicing Scientists: Review of Peter M. Pruzan's 'Research Methodology: The Aims, Practices and Ethics of Science'","year":2017,"lang":"en","type":"article","venue":"Journal of research practice","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Sociology; Science education; Science communication; Nature of Science; Pedagogy; Engineering","score_opus":0.9436903171255073,"score_gpt":0.7908841705163858,"score_spread":0.1528061466091215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758938526","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27346253,0.13267565,0.00029800466,0.54155934,0.0010312157,0.0046805837,0.00002693661,0.0000097663005,0.046255972],"genre_scores_gemma":[0.32010633,0.6651513,0.013230337,0.00081378804,0.00017481566,0.000023886918,3.0038467e-7,0.00001050058,0.0004887442],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98251545,0.008665603,0.00074249285,0.00028305434,0.007267406,0.00052601163],"domain_scores_gemma":[0.9231474,0.045567725,0.004221345,0.00081159145,0.026020909,0.0002310561],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.40451247,0.0000711,0.00031937694,0.00071515056,0.005763989,0.0006687527,0.0027760752,0.00008296507,0.000058658934],"category_scores_gemma":[0.6152493,0.000049138067,0.00005047868,0.0012526513,0.03355861,0.0051189885,0.0012258089,0.0014795014,8.2852813e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027435552,0.0024932262,0.011534046,0.017107321,0.00034037497,0.000025967938,0.61941445,0.0000013509864,0.17302698,0.06172955,0.031113964,0.0804692],"study_design_scores_gemma":[0.00092508335,0.0013558787,0.018938737,0.0075413003,0.00016996692,0.00013112066,0.18648173,0.00004693309,0.0029456483,0.0017574852,0.7795692,0.00013688835],"about_ca_topic_score_codex":0.0012331513,"about_ca_topic_score_gemma":0.00033294217,"teacher_disagreement_score":0.7484553,"about_ca_system_score_codex":0.00018398599,"about_ca_system_score_gemma":0.004601627,"threshold_uncertainty_score":0.99553037},"labels":[],"label_agreement":null},{"id":"W2762809225","doi":"10.1007/s10584-017-2076-z","title":"Representation of Indigenous peoples in climate change reporting","year":2017,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; University of Leeds; ArcticNet","keywords":"Framing (construction); Indigenous; Climate change; Newspaper; Colonialism; Political science; Geography; Arctic; Content analysis; News media; Environmental ethics; Sociology; Social science; Ecology; Law","score_opus":0.743959103787647,"score_gpt":0.5369823437511693,"score_spread":0.2069767600364777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762809225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96811354,0.00024465457,0.0000039587762,0.0025221626,0.0002978587,0.0008224445,0.00001723825,0.000048913946,0.027929198],"genre_scores_gemma":[0.98349804,0.015473644,0.00022374158,0.00012503222,0.0003179996,0.00025195774,0.0000427479,0.000013720709,0.000053125113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982234,0.0002026188,0.0007484711,0.00019717173,0.00028351252,0.0003448087],"domain_scores_gemma":[0.99686295,0.000189256,0.001953331,0.0008245411,0.00010136188,0.00006858882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001959528,0.00009936332,0.0003123166,0.00015498516,0.00090045185,0.00011182081,0.00046773136,0.0001092112,0.00034833138],"category_scores_gemma":[0.0022554863,0.00010607988,0.0000861337,0.00020019349,0.00022866839,0.00061378645,0.00019968006,0.000105781095,0.000045477715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011246563,0.000092376715,0.51389235,0.00018389517,0.0000035807736,0.0000053870335,0.41494724,1.1047871e-7,0.00014238992,0.0014511409,0.00001268484,0.06925761],"study_design_scores_gemma":[0.00031873517,0.000026566662,0.94210654,0.0004134031,0.000014712613,0.0000019012969,0.055734303,0.00012835888,0.000036135778,0.00060554815,0.0004624962,0.0001512718],"about_ca_topic_score_codex":0.013591498,"about_ca_topic_score_gemma":0.08206514,"teacher_disagreement_score":0.42821422,"about_ca_system_score_codex":0.00011070039,"about_ca_system_score_gemma":0.00003111701,"threshold_uncertainty_score":0.9929771},"labels":[],"label_agreement":null},{"id":"W2765125899","doi":"10.1177/1368431017736412","title":"Reification and passivity in the face of climate change","year":2017,"lang":"en","type":"article","venue":"European Journal of Social Theory","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Reification (Marxism); Sociology; Politics; Face (sociological concept); Rhetorical question; Political economy; Collective action; Social movement; Environmental ethics; Epistemology; Economic system; Political science; Social science; Law; Economics","score_opus":0.4914715090608367,"score_gpt":0.45650241670559655,"score_spread":0.03496909235524015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765125899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7839569,0.00022878348,0.000048236107,0.014438689,0.00015932547,0.000118198965,0.0000060426037,0.0000048102092,0.20103903],"genre_scores_gemma":[0.99283177,0.00662937,0.000019951673,0.00013591713,0.000343782,6.6746026e-7,6.0461105e-7,0.0000043055793,0.0000336519],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99730915,0.0022396492,0.00018370371,0.000039136743,0.00014767297,0.0000806969],"domain_scores_gemma":[0.99910873,0.00012512135,0.00052864547,0.00014413217,0.00007113674,0.000022208236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007942749,0.000035937464,0.00008410443,0.000034860423,0.0007854,0.000074231546,0.00045763497,0.000018273393,0.000049854443],"category_scores_gemma":[0.0003474017,0.000026996584,0.000040454946,0.00003919576,0.0003818536,0.00022435193,0.00005383325,0.0001345403,0.0000057676566],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007376706,0.00006848522,0.004148657,0.000013830746,0.0000057237753,0.000005288159,0.46018544,8.1623924e-8,0.00033821005,0.1263851,0.00010532328,0.40867013],"study_design_scores_gemma":[0.00028267223,0.000037386257,0.8982589,0.00005160015,0.000011434595,0.0000020264856,0.07846602,0.0000015680675,0.000005133856,0.0037045763,0.019126927,0.000051720843],"about_ca_topic_score_codex":0.000023406423,"about_ca_topic_score_gemma":0.000096974836,"teacher_disagreement_score":0.89411026,"about_ca_system_score_codex":0.000018303723,"about_ca_system_score_gemma":0.000010019437,"threshold_uncertainty_score":0.6040741},"labels":[],"label_agreement":null},{"id":"W2765462444","doi":"10.5489/cuaj.4993","title":"Pop psychology and predatory journals","year":2017,"lang":"en","type":"editorial","venue":"Canadian Urological Association Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Psychoanalysis","score_opus":0.2567076572803043,"score_gpt":0.45094534428486244,"score_spread":0.19423768700455812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765462444","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008618276,0.003825544,0.0000070760016,0.07555229,0.8030831,0.00023482874,0.00044957668,0.000052005897,0.11593375],"genre_scores_gemma":[0.006349344,0.116104245,0.00005025232,0.002752665,0.8645695,0.000013182026,0.00016130426,0.000028522523,0.009970971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648136,0.0013213542,0.00042952356,0.00026047786,0.0008545216,0.00065277255],"domain_scores_gemma":[0.9958077,0.00079245126,0.0011214596,0.0002970811,0.000909396,0.001071892],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005035529,0.00019097672,0.0003751678,0.00029642813,0.003395057,0.0012153503,0.0008767216,0.0024642812,0.004338073],"category_scores_gemma":[0.012890271,0.00018684861,0.00014151077,0.000084918625,0.00023713968,0.00029773507,0.000053039235,0.002578276,0.00015080592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007336591,0.00001091111,0.0070256097,0.0000024513206,0.00003518581,0.000011023457,0.00095115846,1.3715612e-7,0.0000014055368,0.00006129033,0.9772489,0.01464458],"study_design_scores_gemma":[0.0002763081,0.00004509286,0.020809801,0.00002588524,0.000036160414,0.000007795069,0.00019389449,0.0000014297054,1.5381413e-8,0.0020290057,0.97638315,0.00019148733],"about_ca_topic_score_codex":0.0067289732,"about_ca_topic_score_gemma":0.07770308,"teacher_disagreement_score":0.1122787,"about_ca_system_score_codex":0.0014246345,"about_ca_system_score_gemma":0.0017456065,"threshold_uncertainty_score":0.9998853},"labels":[{"model":"gemma","categories":["metaresearch","scholarly_communication"],"domain":"evaluation","study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","scholarly_communication","research_integrity"],"domain":"evaluation","study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W2765462451","doi":"10.1093/acrefore/9780190228620.013.477","title":"Climate Change Communication in Canada","year":2017,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Climate Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Indigenous; Geography; Population; Political science; Framing (construction); Politics; Arctic; Per capita; Sociology; Law; Archaeology; Demography","score_opus":0.47557465266728516,"score_gpt":0.5051019745416543,"score_spread":0.029527321874369128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765462451","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00629244,0.0029944067,2.5609316e-7,0.003597206,0.0010596971,0.0012066675,0.00045337822,0.00003318526,0.9843628],"genre_scores_gemma":[0.014342726,0.98051447,0.00015448839,0.000076642944,0.00035265982,0.00029145388,0.00026446773,0.00003456703,0.0039685117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913093,0.0013821662,0.0008395542,0.00074038154,0.0036487,0.0020798922],"domain_scores_gemma":[0.9939671,0.0009779905,0.0007423371,0.0025991425,0.0012414233,0.0004719751],"candidate_categories":["metaepi_narrow","sts","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.011921832,0.00031441948,0.0006595629,0.001087146,0.003799304,0.0003778636,0.0060368762,0.0003598363,0.00083453755],"category_scores_gemma":[0.0023959735,0.00031655648,0.000100927726,0.0017113113,0.0038607973,0.0012160448,0.002319896,0.0016434157,0.000052871615],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034305354,0.00009588653,0.014829053,0.00045139354,0.0000035710555,0.000007785834,0.009382241,5.591726e-7,5.4774415e-7,0.0053591873,0.0040122825,0.9658232],"study_design_scores_gemma":[0.00022654983,0.000034881523,0.027440742,0.0019133388,0.000008000139,8.606724e-7,0.008617256,0.000060553717,9.0291513e-7,0.0004585983,0.96090686,0.0003314397],"about_ca_topic_score_codex":0.9003352,"about_ca_topic_score_gemma":0.9914442,"teacher_disagreement_score":0.98039424,"about_ca_system_score_codex":0.0032472962,"about_ca_system_score_gemma":0.010935393,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W2766702835","doi":"10.3138/jcs.51.1.186","title":"Oil Sands in European Media: Representations of the Canadian Oil Sands in European Newspapers, 2008–2013","year":2017,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Oil sands; Superpower; Directive; Economy; Sociology; Political science; Media studies; Law; History; China; Economics; Archaeology","score_opus":0.4312199642436307,"score_gpt":0.43836395185241445,"score_spread":0.007143987608783764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766702835","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31625465,0.0019261673,3.286808e-8,0.07857477,0.000631706,0.000029396999,0.000024793617,0.000002843003,0.60255563],"genre_scores_gemma":[0.96079665,0.036447357,0.000028444269,0.00044674176,0.0002838116,0.0000012924289,0.000002210033,0.000010459999,0.001983024],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99819976,0.0007328147,0.0004222363,0.000090724476,0.00026942795,0.0002850558],"domain_scores_gemma":[0.9984991,0.00012806532,0.00038829393,0.00037765928,0.00028428575,0.00032259212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020988071,0.00008743832,0.00021435959,0.00062458066,0.0012406799,0.00010849403,0.0008201285,0.00003995782,0.00015717706],"category_scores_gemma":[0.001601168,0.000070723036,0.00008131825,0.0003745041,0.0004951153,0.00022733094,0.00007339261,0.0002884122,0.000013283725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018512796,0.000049124763,0.36450106,0.000033142347,0.000105930165,0.00017839311,0.4176763,0.00007097796,0.00007930362,0.0013716471,0.09175753,0.12415807],"study_design_scores_gemma":[0.00036265896,0.000009590108,0.6733935,0.00018395689,0.000014457399,0.0000038856674,0.04829977,0.0000025732354,0.0000010697048,0.00004906828,0.2775987,0.00008080852],"about_ca_topic_score_codex":0.9378728,"about_ca_topic_score_gemma":0.99992657,"teacher_disagreement_score":0.644542,"about_ca_system_score_codex":0.0005691914,"about_ca_system_score_gemma":0.0007820245,"threshold_uncertainty_score":0.95424324},"labels":[],"label_agreement":null},{"id":"W2768195522","doi":"10.1093/biosci/bix133","title":"Internet Blogs, Polar Bears, and Climate-Change Denial by Proxy","year":2017,"lang":"en","type":"article","venue":"BioScience","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Environment and Climate Change Canada","funders":"","keywords":"Arctic; Political science; Misinformation; Climate change; Geography; Oceanography; Geology; Law","score_opus":0.42862553095309885,"score_gpt":0.44321054432369444,"score_spread":0.01458501337059559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768195522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643556,0.00042107332,0.000016296377,0.013523018,0.00055344554,0.00032725398,0.000065150634,0.00008137413,0.020656787],"genre_scores_gemma":[0.9933072,0.0054745045,0.00014477932,0.00041054338,0.00012671557,0.000015369822,0.0000068987006,0.000003941454,0.0005100543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992097,0.00007239045,0.0000854584,0.0001920243,0.000198827,0.0002416276],"domain_scores_gemma":[0.99939835,0.00002699524,0.00009531478,0.00032913868,0.00003698626,0.00011318615],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006120287,0.00006245386,0.00006866619,0.000030031308,0.0014449756,0.0004447232,0.00065856887,0.00006670052,0.0001842725],"category_scores_gemma":[0.00021024694,0.000058877362,0.000018510165,0.000056496156,0.00092470046,0.00050792936,0.00027002327,0.00006753238,0.000067402034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028623625,0.00018002308,0.7117705,0.000031634376,0.0000040712434,0.0000033751617,0.069972545,8.039004e-9,0.019074796,0.03259542,0.008506988,0.15783203],"study_design_scores_gemma":[0.00030558975,0.000081574624,0.5101377,0.00007126172,0.000008822582,0.0000030821036,0.0037040252,0.00021383345,0.00026855757,0.00035284358,0.48454505,0.0003076527],"about_ca_topic_score_codex":0.0048885695,"about_ca_topic_score_gemma":0.0049476903,"teacher_disagreement_score":0.47603807,"about_ca_system_score_codex":0.00003646835,"about_ca_system_score_gemma":0.000019895977,"threshold_uncertainty_score":0.999855},"labels":[],"label_agreement":null},{"id":"W2768667567","doi":"10.1002/tea.21430","title":"The influence of instruction, prior knowledge, and values on climate change risk perception among undergraduates","year":2017,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Perception; Psychology; Risk perception; Sample (material); Knowledge level; Social psychology; Mathematics education; Ecology","score_opus":0.47000331486140556,"score_gpt":0.5695468158969711,"score_spread":0.09954350103556553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768667567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99096555,0.00013776067,0.0000021054495,0.0036767866,0.00016161076,0.00016156484,0.0000010701277,0.000005202409,0.004888325],"genre_scores_gemma":[0.96820885,0.0314259,0.00015871816,0.000007181254,0.00016607573,0.0000045745833,8.253353e-8,0.0000034528036,0.000025137891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969873,0.0012454101,0.00030752923,0.00013097488,0.0009902618,0.0003385686],"domain_scores_gemma":[0.9975342,0.00085311057,0.0005105761,0.00035561202,0.000621027,0.00012546258],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.035921253,0.000057127538,0.00011503715,0.00047241818,0.008057441,0.0005996615,0.0012038616,0.000046060835,0.00000502507],"category_scores_gemma":[0.006967162,0.000039375223,0.0000343094,0.0003215966,0.004682574,0.001813884,0.0002806562,0.00084817765,0.0000032574724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000448151,0.000066295404,0.52784216,0.00001912038,0.0000024730036,8.812863e-7,0.10227135,0.000018502811,0.0013734763,0.0063103857,0.000020969415,0.36202955],"study_design_scores_gemma":[0.00018665897,0.000105618215,0.9585002,0.00041492915,0.0000022104798,0.000002408279,0.034609806,0.0003109984,0.000015110242,0.0052159913,0.0005925927,0.000043469103],"about_ca_topic_score_codex":0.0023983328,"about_ca_topic_score_gemma":0.004102698,"teacher_disagreement_score":0.430658,"about_ca_system_score_codex":0.00027070602,"about_ca_system_score_gemma":0.00016752252,"threshold_uncertainty_score":0.99802613},"labels":[],"label_agreement":null},{"id":"W2768850143","doi":"10.1002/tea.21425","title":"The contribution of science‐rich resources to public science interest","year":2017,"lang":"en","type":"article","venue":"Journal of Research in Science Teaching","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TheMuseum","funders":"","keywords":"Science education; Psychology; Diversity (politics); Metropolitan area; Demographics; Perception; Cognition; Social psychology; Demography; Sociology; Geography; Mathematics education","score_opus":0.7513706013868204,"score_gpt":0.6362287240479799,"score_spread":0.11514187733884051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768850143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9365601,0.00007552407,0.00003626428,0.038973078,0.00047236646,0.00017923566,5.5926523e-7,0.0000055001706,0.023697395],"genre_scores_gemma":[0.99895567,0.00046356046,0.00030527086,0.000033808483,0.0001644036,0.0000031151574,4.56351e-8,0.0000026365267,0.00007146893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99340314,0.0007446926,0.00047378274,0.00024056654,0.0041950005,0.0009428148],"domain_scores_gemma":[0.99366486,0.00088796084,0.0005025642,0.00079358055,0.0036797845,0.000471274],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.18492141,0.000060366987,0.0001422648,0.0020781497,0.021051945,0.0035972006,0.0089076245,0.000033044806,0.000018017536],"category_scores_gemma":[0.07406545,0.000041161315,0.00003998237,0.0032838401,0.033758514,0.0038842654,0.0013288405,0.0009138757,0.000008520878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009214681,0.00021716118,0.104653254,0.000008450902,0.0000031367379,0.0000062028835,0.16155772,0.000013241403,0.21965376,0.2715582,0.00027649984,0.24196023],"study_design_scores_gemma":[0.00073960534,0.0006058843,0.56593883,0.00093784154,0.000004049654,0.000024322308,0.29715002,0.000990079,0.0038076332,0.014920992,0.114599526,0.0002812195],"about_ca_topic_score_codex":0.0011431561,"about_ca_topic_score_gemma":0.0044911033,"teacher_disagreement_score":0.46128556,"about_ca_system_score_codex":0.0012683796,"about_ca_system_score_gemma":0.0032319599,"threshold_uncertainty_score":0.9974372},"labels":[],"label_agreement":null},{"id":"W2769873327","doi":"10.1007/978-3-319-57876-7_14","title":"Journalism, Climate Communication and Media Alternatives","year":2017,"lang":"en","type":"book-chapter","venue":"Palgrave studies in media and environmental communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cognitive reframing; Journalism; Scholarship; Scope (computer science); Political science; Climate change; Public relations; Order (exchange); Politics; News media; Technical Journalism; Sociology; Environmental ethics; Business; Computer science; Psychology; Social psychology; Ecology; Law","score_opus":0.3670312887757454,"score_gpt":0.43055725622275215,"score_spread":0.06352596744700673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769873327","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028256524,0.25234333,0.000003922548,0.008961641,0.00052504387,0.0010928286,0.00030424958,0.000093222494,0.70841926],"genre_scores_gemma":[0.42328507,0.57473516,0.00022402652,0.000075844895,0.000064625325,0.000029661041,0.00038430304,0.0000209645,0.0011803572],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99814904,0.0004570992,0.0004701797,0.00028827906,0.00037797526,0.000257447],"domain_scores_gemma":[0.9969651,0.0011063878,0.0005694043,0.0011973247,0.00003558365,0.00012619363],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001521052,0.00029717083,0.00045536403,0.00017333173,0.0018802696,0.00012643742,0.0008137337,0.00027974654,0.0002327368],"category_scores_gemma":[0.00028626062,0.00030976403,0.000065029846,0.000016098149,0.0038491497,0.00016804523,0.0012483953,0.000669668,0.00002614562],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075028925,0.000064742286,0.0070120175,0.00014224905,0.00020760448,0.000008516835,0.6329035,8.4682966e-7,0.00006532187,0.1924483,0.00035781498,0.16671406],"study_design_scores_gemma":[0.0023251274,0.00008921901,0.05229674,0.0038847488,0.00037602033,0.000029555937,0.22876231,0.000116900854,0.000009362949,0.42303315,0.2873093,0.0017675906],"about_ca_topic_score_codex":0.00030115497,"about_ca_topic_score_gemma":0.014427551,"teacher_disagreement_score":0.7072389,"about_ca_system_score_codex":0.00030500419,"about_ca_system_score_gemma":0.000014750141,"threshold_uncertainty_score":0.99993545},"labels":[],"label_agreement":null},{"id":"W2775589239","doi":"10.1353/abr.2017.0075","title":"Page 2: Slow Philosophy","year":2017,"lang":"en","type":"article","venue":"American book review/˜The œAmerican book review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Honor; Praise; Argument (complex analysis); Reading (process); Sociology; Media studies; Law; Classics; History; Art; Literature; Political science; Medicine; Computer science","score_opus":0.28628473986519987,"score_gpt":0.4614423553057718,"score_spread":0.17515761544057196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775589239","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014316286,0.7013626,0.000022876133,0.17803699,0.00013401943,0.0016318595,0.000022844386,0.00014183242,0.11863263],"genre_scores_gemma":[0.0003304676,0.675784,0.00008816147,0.3152162,0.0003683747,0.0003456827,0.000030517122,0.000044719665,0.0077918842],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99493206,0.0018963346,0.0009392361,0.000645306,0.0008307224,0.0007563745],"domain_scores_gemma":[0.992252,0.00039704115,0.0027955903,0.0038655647,0.00027744944,0.00041234255],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0025644486,0.0004810358,0.0016321986,0.00006805759,0.002946488,0.00023091705,0.003191769,0.000042616964,0.0055064005],"category_scores_gemma":[0.001049345,0.00036326578,0.00070622214,0.00058700144,0.0062120743,0.0006090121,0.00044934364,0.0005242341,0.0024973403],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004935757,0.00004230676,0.00010500432,0.0010379603,0.000031767904,0.0000038507856,0.00037565426,2.6476734e-8,0.000006228355,0.000610164,0.57813036,0.41965172],"study_design_scores_gemma":[0.00009175854,0.00009600849,0.0007214302,0.010472776,0.0002434245,0.000008831194,0.00017883403,0.00000251746,5.894188e-7,0.00007810666,0.98763895,0.00046674933],"about_ca_topic_score_codex":0.003476206,"about_ca_topic_score_gemma":0.00036612057,"teacher_disagreement_score":0.41918498,"about_ca_system_score_codex":0.00026347378,"about_ca_system_score_gemma":0.00021552111,"threshold_uncertainty_score":0.9998819},"labels":[],"label_agreement":null},{"id":"W2780805854","doi":"10.5539/ijel.v8n2p35","title":"Representation(s) of Developed and Developing Countries in Newspapers’ Coverage of Climate Conferences: A Critical Discourse Analysis","year":2017,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Newspaper; Critical discourse analysis; Ideology; Representation (politics); Developing country; Context (archaeology); Metaphor; Discourse analysis; Political science; Climate change; Sociology; Linguistics; Social science; Media studies; Politics; Geography; Law; Economic growth; Economics","score_opus":0.26146924683135225,"score_gpt":0.5034245913056686,"score_spread":0.24195534447431638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780805854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82764745,0.0002647906,0.002304923,0.0022306168,0.005562327,0.00014242038,0.00017766088,0.000010682793,0.16165914],"genre_scores_gemma":[0.9799108,0.017683962,0.0017449779,0.000047451304,0.00058708683,7.422431e-7,0.000010330517,0.0000031076788,0.000011535313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877626,0.000109985725,0.000539246,0.00007194968,0.00041183896,0.000090703],"domain_scores_gemma":[0.9887493,0.00063964486,0.000660958,0.00012840051,0.009776067,0.00004559941],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007961536,0.000056590376,0.00024666003,0.00023615418,0.0001432247,0.00013146627,0.00044607374,0.000053130734,0.000112698865],"category_scores_gemma":[0.07269002,0.000055505854,0.00006639879,0.00011361631,0.00047485286,0.00014856868,0.00009584154,0.00009920133,3.0948965e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013500109,0.00008441743,0.6669937,0.00003378058,0.00024581482,0.000010653933,0.04746923,0.000080258535,0.000007789039,0.2812105,0.00004973119,0.0036791586],"study_design_scores_gemma":[0.001783099,0.00007681817,0.8258149,0.00074612914,0.0004271237,0.000001158248,0.05831233,0.00045163152,0.00016321302,0.008278375,0.10362749,0.00031773627],"about_ca_topic_score_codex":0.00060066953,"about_ca_topic_score_gemma":0.0042266017,"teacher_disagreement_score":0.2729321,"about_ca_system_score_codex":0.00006668591,"about_ca_system_score_gemma":0.0002654348,"threshold_uncertainty_score":0.9351211},"labels":[],"label_agreement":null},{"id":"W2782915776","doi":"10.5194/hess-22-3589-2018","title":"HESS Opinions: Science in today's media landscape – challenges and lessons from hydrologists and journalists","year":2018,"lang":"en","type":"article","venue":"Hydrology and earth system sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"European Commission","keywords":"Newspaper; Public relations; Science communication; Social media; Work (physics); Political science; Sociology; Engineering ethics; Media studies; Engineering; Science education","score_opus":0.35986023802800904,"score_gpt":0.4307397605371319,"score_spread":0.07087952250912288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2782915776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96139324,0.007910922,0.0000031230802,0.013054311,0.00036793514,0.00010056048,0.000007886723,0.00003457756,0.01712743],"genre_scores_gemma":[0.9744435,0.025109075,0.00009962107,0.00014574775,0.00017549784,0.0000076838605,0.0000024206965,0.0000022192778,0.000014241466],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984753,0.00040043186,0.00018446456,0.0003758248,0.00023735405,0.00032662926],"domain_scores_gemma":[0.9991505,0.00040579875,0.000093803865,0.0001424351,0.00005229237,0.0001551676],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003227325,0.00009133681,0.0001853374,0.00021832279,0.0015098436,0.00014484374,0.00031058723,0.00012141416,0.00006466629],"category_scores_gemma":[0.00018537986,0.00007528677,0.000010816763,0.00029834348,0.0058381935,0.00039252895,0.00014561479,0.000110417066,0.000010894661],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087449094,0.00009520488,0.2473147,0.00008851967,0.000015415015,0.000016522199,0.34773883,0.000007552365,0.0008376188,0.2388402,0.00008364982,0.16487433],"study_design_scores_gemma":[0.000712654,0.00026339156,0.88540566,0.00027752062,0.000013265161,0.00007176227,0.089293346,0.005993009,0.000024994086,0.006673849,0.010934081,0.00033646243],"about_ca_topic_score_codex":0.0014085325,"about_ca_topic_score_gemma":0.0381767,"teacher_disagreement_score":0.63809097,"about_ca_system_score_codex":0.000012757685,"about_ca_system_score_gemma":0.00008582385,"threshold_uncertainty_score":0.9997901},"labels":[],"label_agreement":null},{"id":"W2783242598","doi":"10.1162/leon_a_01586","title":"Balance-Unbalance: Transforming Paradigms (Art ↔ Environment)","year":2018,"lang":"en","type":"article","venue":"Leonardo","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Balance (ability); Power (physics); Energy balance; The arts; Planet; Balance of nature; Energy (signal processing); Environmental ethics; Architectural engineering; Aesthetics; Computer science; Psychology; Engineering; Art; Visual arts; Ecology; Philosophy","score_opus":0.25703955164789166,"score_gpt":0.4071751412992993,"score_spread":0.15013558965140766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783242598","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14906138,0.0002698062,0.0010100843,0.025310013,0.00045729335,0.00030692748,0.000014798504,0.00018873994,0.82338095],"genre_scores_gemma":[0.98484784,0.0056522475,0.00023533618,0.0007999329,0.0006263825,0.000022472726,0.00002918105,0.000009347073,0.007777227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922407,0.00008847428,0.00011459687,0.00013490366,0.00020633425,0.0002316092],"domain_scores_gemma":[0.99959207,0.000040955576,0.000034622797,0.00023321825,0.000018244387,0.000080887905],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030722015,0.00006796521,0.000084202045,0.000027776181,0.0005374714,0.000039116734,0.0002333069,0.00007241682,0.007249858],"category_scores_gemma":[0.000016630149,0.0000698431,0.00004555153,0.00009403786,0.00035062525,0.00015635065,0.000018931867,0.00007816042,0.0027917356],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011484919,0.00031323542,0.08932101,0.000039455572,0.00004530611,0.0000060099273,0.24336047,0.000006195159,0.0073877047,0.16015445,0.04251813,0.4567332],"study_design_scores_gemma":[0.0001480741,0.00002513418,0.006014682,0.000011822738,0.000004222045,7.88767e-7,0.0040723123,0.00004875002,0.00006293509,0.00051389274,0.9889985,0.00009893861],"about_ca_topic_score_codex":0.00011495588,"about_ca_topic_score_gemma":0.00072915806,"teacher_disagreement_score":0.94648033,"about_ca_system_score_codex":0.00008846135,"about_ca_system_score_gemma":0.000023139035,"threshold_uncertainty_score":0.9979847},"labels":[],"label_agreement":null},{"id":"W2784297065","doi":"10.1080/17524032.2017.1412994","title":"Optimizing Messaging to Reduce Red Meat Consumption","year":2018,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University","funders":"Brock University","keywords":"Red meat; Demographics; Consumption (sociology); Framing (construction); Processed meat; Taste; Advertising; Psychology; Business; Food science; Geography; Biology","score_opus":0.3407585296692941,"score_gpt":0.4311915523570321,"score_spread":0.09043302268773801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784297065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74105537,0.00054374454,0.0008438118,0.018524075,0.00017463404,0.0006643034,0.000011301333,0.00024091911,0.23794185],"genre_scores_gemma":[0.98694247,0.005294372,0.0056397,0.00058773777,0.00008686751,0.000036244255,0.00011686979,0.000014581082,0.0012811585],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871457,0.00050029176,0.0001872425,0.00016937945,0.00023457933,0.00019396063],"domain_scores_gemma":[0.99888825,0.00008418067,0.000085742024,0.0008112454,0.000016254675,0.0001143474],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006459321,0.000088767985,0.00008577269,0.0000768819,0.0013382967,0.00007734366,0.00054228853,0.00007216925,0.002922869],"category_scores_gemma":[0.00005003549,0.000106845684,0.0000352496,0.000122050624,0.00040339414,0.00028113095,0.00026836342,0.00012512719,0.001207625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000245221,0.0006310378,0.02558538,0.000020445808,0.00005645887,7.50249e-7,0.43690208,0.00006130766,0.32565686,0.023463493,0.011985277,0.17539169],"study_design_scores_gemma":[0.00059319654,0.00008805699,0.095616855,0.00012882604,0.000031875523,0.000002542796,0.030118864,0.00038361872,0.006365611,0.00060260185,0.86556756,0.00050037185],"about_ca_topic_score_codex":0.00026559,"about_ca_topic_score_gemma":0.0011726428,"teacher_disagreement_score":0.8535823,"about_ca_system_score_codex":0.0003137261,"about_ca_system_score_gemma":0.000010583943,"threshold_uncertainty_score":0.99996185},"labels":[],"label_agreement":null},{"id":"W2784306458","doi":"","title":"In A World Where Climate Change Is Everything...; Conceptualizing Climate Activism And Exploring the People’s Climate Movement","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"McMaster University","keywords":"Climate change; Movement (music); Political science; Political economy of climate change; Environmental ethics; Geography; Climatology; Oceanography; Aesthetics; Art","score_opus":0.25092025449632244,"score_gpt":0.356830138829094,"score_spread":0.10590988433277154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784306458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15663038,0.0010612842,0.0000014778188,0.0041410974,0.0014626686,0.0013813425,0.00017440648,0.00015619933,0.83499116],"genre_scores_gemma":[0.27960664,0.3232317,0.000121902034,0.0020876725,0.00091982726,0.00015922384,0.000426073,0.00018905819,0.39325792],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732447,0.00048270234,0.00032772118,0.0005861488,0.0004531011,0.00082586356],"domain_scores_gemma":[0.99834436,0.00017474686,0.00056595297,0.0006399106,0.000115614246,0.00015941473],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072626886,0.0004042502,0.0004753263,0.00033603204,0.002342987,0.00049812114,0.00095472764,0.00025529522,0.026224634],"category_scores_gemma":[0.000026591548,0.00041274837,0.0001576365,0.00050667045,0.00021873073,0.0015910976,0.00040597707,0.0006283968,0.00008814764],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035327778,0.00010140825,0.021269413,0.0006557771,0.000060277263,0.00003537378,0.51477516,0.0000014953957,0.000086454835,0.013653737,0.00047970383,0.4485279],"study_design_scores_gemma":[0.00090473465,0.000034338085,0.030748915,0.0015133559,0.00011915655,7.083293e-7,0.34798968,0.00006273047,0.000017442,0.00015069051,0.6178173,0.00064094894],"about_ca_topic_score_codex":0.010203244,"about_ca_topic_score_gemma":0.5815087,"teacher_disagreement_score":0.6173376,"about_ca_system_score_codex":0.00045613598,"about_ca_system_score_gemma":0.00006472983,"threshold_uncertainty_score":0.99983245},"labels":[],"label_agreement":null},{"id":"W2785079786","doi":"10.12688/f1000research.10032.2","title":"How messages about behavioral genetics research can impact on genetic attribution beliefs","year":2018,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"National Science Foundation","keywords":"Behavioural genetics; Causation; Paragraph; Attribution; Human genetics; Behavioural sciences; Psychology; Cognitive science; Cognitive psychology; Genetics; Social psychology; Biology; Epistemology; Developmental psychology; Computer science; World Wide Web; Gene","score_opus":0.8229328304762886,"score_gpt":0.6391212441908348,"score_spread":0.1838115862854538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785079786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9607175,0.0021260015,0.00006699176,0.01938586,0.00066469575,0.002254394,0.00079292245,0.00021104173,0.013780567],"genre_scores_gemma":[0.9424841,0.042283945,0.0002894344,0.000057984696,0.0022540009,0.00039144757,0.0010230099,0.00008263364,0.011133462],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9897629,0.004282694,0.00035634352,0.00082662876,0.0032985122,0.0014728948],"domain_scores_gemma":[0.9945162,0.0005429369,0.0001514652,0.0019073428,0.002265355,0.00061668264],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0059438986,0.00035043544,0.00038970367,0.0008350339,0.0022714818,0.0016435536,0.0024355676,0.00094474293,0.003431953],"category_scores_gemma":[0.00053631933,0.0003340086,0.00026429366,0.00088833633,0.0021117297,0.00009504262,0.0021725777,0.0026217245,0.000615798],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067147374,0.002878685,0.15545811,0.0006682653,0.0002834914,0.00009545521,0.14658315,0.00026861578,0.0043793716,0.0053532077,0.26716125,0.41619894],"study_design_scores_gemma":[0.00071043184,0.0013750383,0.65917957,0.00075009646,0.000052690044,0.0000029267176,0.010237161,0.00057720253,0.0005992928,0.007463127,0.3179482,0.0011042764],"about_ca_topic_score_codex":0.016484693,"about_ca_topic_score_gemma":0.016003152,"teacher_disagreement_score":0.5037215,"about_ca_system_score_codex":0.002292949,"about_ca_system_score_gemma":0.0015034236,"threshold_uncertainty_score":0.9999112},"labels":[],"label_agreement":null},{"id":"W27881258","doi":"10.1177/104515950201300207","title":"Television as a Tool of Environmental Adult Education: Limits and Possibilities","year":2002,"lang":"en","type":"article","venue":"Adult Learning","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Status quo; Mass media; Environmental education; Public relations; Politics; Environmental adult education; Sociology; Work (physics); Television studies; Political science; Advertising; Media studies; Engineering; Law; Business","score_opus":0.13027851184134667,"score_gpt":0.36780126975777333,"score_spread":0.23752275791642666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W27881258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9427318,0.0004695361,0.000002293034,0.0013141731,0.00005359907,0.00009214052,0.0000017550777,0.00002856914,0.055306118],"genre_scores_gemma":[0.9804496,0.011644631,0.0001555413,0.00023000881,0.000073895906,0.000007806983,0.000009651086,0.000005422601,0.0074234293],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99935013,0.00016016849,0.00012846178,0.0001070674,0.00015551598,0.000098672164],"domain_scores_gemma":[0.99960625,0.00010811627,0.000077085075,0.00011600182,0.0000492271,0.00004330238],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014078263,0.00005214271,0.000069631795,0.000038320537,0.00035268083,0.0000340851,0.00008329154,0.00005284748,0.0027368169],"category_scores_gemma":[0.0004218259,0.000054051758,0.000025479143,0.00006999055,0.00016277787,0.00016268696,0.000028043793,0.000105959974,0.00012781145],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010223379,0.00016086908,0.049254432,0.000028434722,0.0000055807045,2.0412224e-7,0.219583,0.0000027199776,0.0017535537,0.008351071,0.00028344872,0.72056645],"study_design_scores_gemma":[0.0008319141,0.00038842723,0.1714173,0.00041590582,0.000035977326,0.000011486082,0.6432564,0.001265785,0.00027423652,0.0014515296,0.18011318,0.0005378218],"about_ca_topic_score_codex":0.0005631347,"about_ca_topic_score_gemma":0.00019365361,"teacher_disagreement_score":0.72002864,"about_ca_system_score_codex":0.00004013772,"about_ca_system_score_gemma":0.000015513599,"threshold_uncertainty_score":0.99817485},"labels":[],"label_agreement":null},{"id":"W2789176860","doi":"10.1139/facets-2016-0079","title":"Uniting science and stories: Perspectives on the value of storytelling for communicating science","year":2018,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Society for Conservation Biology; Oregon State University; David and Lucile Packard Foundation","keywords":"Storytelling; Toolbox; Witness; Science communication; Value (mathematics); Sociology; Narrative; Engineering ethics; Computer science; Science education; Engineering; Pedagogy; Art; Literature","score_opus":0.5013045545312931,"score_gpt":0.4931723170073916,"score_spread":0.008132237523901464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789176860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505138,0.00016654182,0.00014237907,0.0029683444,0.000094529154,0.00025485558,0.0000036822387,0.000025972857,0.04582993],"genre_scores_gemma":[0.9980537,0.0005226154,0.0011531687,0.00013046597,0.00007764962,0.000010128966,3.2410284e-7,0.0000034844547,0.000048425904],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990935,0.000112562055,0.00009538656,0.0001403559,0.00037170586,0.00018654396],"domain_scores_gemma":[0.99803215,0.000638288,0.0000989684,0.00035245472,0.00083065126,0.000047496564],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0050451327,0.000045045443,0.000060397742,0.000085047584,0.004207284,0.00010518259,0.00074424705,0.000020221558,0.00005161896],"category_scores_gemma":[0.003223565,0.000035623194,0.000013069155,0.00060718367,0.0070983437,0.00019654295,0.00015051423,0.000078621306,0.0000044058065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006877864,0.00002234371,0.00047284117,0.000005047872,0.00000152203,6.324966e-9,0.6755345,0.0000027045035,0.020369424,0.29457965,0.00003357129,0.008971548],"study_design_scores_gemma":[0.00012283679,0.000115604635,0.0028372775,0.00012340902,0.0000050238577,2.4805865e-7,0.9664895,0.0030755065,0.0034953265,0.0010781086,0.022545336,0.00011180715],"about_ca_topic_score_codex":0.0004669051,"about_ca_topic_score_gemma":0.0004292323,"teacher_disagreement_score":0.29350153,"about_ca_system_score_codex":0.00017087549,"about_ca_system_score_gemma":0.00024606835,"threshold_uncertainty_score":0.9970891},"labels":[],"label_agreement":null},{"id":"W2789365372","doi":"10.1080/17524032.2018.1436082","title":"Environmental Communication and Science Communication—Conversations, Connections and Collaborations","year":2018,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Happening; Interpretation (philosophy); Science communication; Proposition; Authoritarianism; Political science; Public relations; Environmental ethics; Sociology; Epistemology; Social science; Law; Science education; History; Politics; Democracy; Computer science","score_opus":0.1661226486954459,"score_gpt":0.37482329775329953,"score_spread":0.20870064905785363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789365372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9373597,0.0047175647,0.00017601269,0.015140273,0.000090062225,0.0009755737,0.0001109431,0.00019314243,0.04123671],"genre_scores_gemma":[0.9309838,0.06388829,0.0036897298,0.00044510944,0.000041973577,0.00010605346,0.00034926413,0.000020820653,0.00047496238],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977243,0.00085969426,0.00037794822,0.0003354123,0.00041272235,0.0002899272],"domain_scores_gemma":[0.9973688,0.00040072168,0.00024515807,0.0017072966,0.000058279922,0.00021975534],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0016143502,0.00018182756,0.00015882193,0.00022349267,0.007686708,0.00034785696,0.00090539537,0.00013475382,0.0011996693],"category_scores_gemma":[0.00016202322,0.00022161237,0.000031773237,0.0004283765,0.008269992,0.0013423548,0.00082725316,0.0002876005,0.0001762555],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013340778,0.0015928316,0.11570699,0.000031056225,0.00012762003,4.7141756e-7,0.39649054,0.000012928446,0.053079084,0.29448944,0.004194124,0.13414152],"study_design_scores_gemma":[0.0015201076,0.00017516346,0.39477378,0.00011006549,0.00011783405,0.000020014824,0.1868152,0.0018935836,0.0009173881,0.0074832877,0.4052816,0.00089196186],"about_ca_topic_score_codex":0.0008143162,"about_ca_topic_score_gemma":0.0033302526,"teacher_disagreement_score":0.40108746,"about_ca_system_score_codex":0.0005504067,"about_ca_system_score_gemma":0.00008599816,"threshold_uncertainty_score":0.99971336},"labels":[],"label_agreement":null},{"id":"W2790690701","doi":"10.1097/wad.0000000000000244","title":"Political Ideology, Confidence in Science, and Participation in Alzheimer Disease Research Studies","year":2018,"lang":"en","type":"article","venue":"Alzheimer Disease & Associated Disorders","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Human Genome Research Institute; Charles F. and Joanne Knight Alzheimer Disease Research Center, Washington University in St. Louis; National Institute on Aging; National Institutes of Health","keywords":"Ideology; Knight; Psychology; Gerontology; Disease; Politics; Alzheimer's disease; Quarter (Canadian coin); Population; Confidence interval; Cohort study; Social psychology; Demography; Medicine; Political science; Sociology; Internal medicine; Geography; Law","score_opus":0.5413772020871059,"score_gpt":0.565028779031936,"score_spread":0.02365157694483011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790690701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9268239,0.005789657,0.0000013522798,0.038872283,0.00030158416,0.004488685,0.00003645775,0.00012226263,0.023563812],"genre_scores_gemma":[0.9963963,0.0014269461,0.000008037628,0.0007620501,0.00006098822,0.0012877572,0.000021625186,0.000013457953,0.000022824444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99582636,0.0013614183,0.00036136506,0.0004897645,0.0009282207,0.001032854],"domain_scores_gemma":[0.99736655,0.00074078626,0.00008633559,0.00035014248,0.0007912751,0.00066493097],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0044485955,0.00015092363,0.0002061916,0.0005425736,0.0010975212,0.00012388708,0.0004147026,0.00009689854,0.00020979058],"category_scores_gemma":[0.006497216,0.00015830448,0.00003871062,0.0019693535,0.0068995333,0.00057055464,0.00026318486,0.00027026623,0.00008263057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020759556,0.00071138184,0.83572155,0.000007692784,0.000068223926,0.000005520038,0.020845553,0.0000023197304,0.0000124060725,0.13385642,0.00095381023,0.0076075173],"study_design_scores_gemma":[0.0007257436,0.00004237465,0.92969126,0.000078807825,0.000113283306,2.8410982e-8,0.020212974,0.00051078387,0.0000027646054,0.045691103,0.0027049268,0.00022596799],"about_ca_topic_score_codex":0.0048539527,"about_ca_topic_score_gemma":0.067195795,"teacher_disagreement_score":0.09396967,"about_ca_system_score_codex":0.00034001627,"about_ca_system_score_gemma":0.00080305536,"threshold_uncertainty_score":0.9958031},"labels":[],"label_agreement":null},{"id":"W2790849167","doi":"10.1136/bmjopen-2017-019833","title":"Health science communication strategies used by researchers with the public in the digital and social media ecosystem: a systematic scoping review protocol","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Montreal Heart Institute","funders":"Fondation Institut de Cardiologie de Montréal; Université de Montréal; Institut de Cardiologie de Montréal; Canadian Nurses Foundation; TD Bank","keywords":"Disintermediation; Social media; CINAHL; Grey literature; Medicine; Public health; Science communication; Knowledge management; Public relations; Data science; World Wide Web; MEDLINE; Computer science; Sociology; Nursing; Political science; Psychological intervention; Science education","score_opus":0.7679131888639034,"score_gpt":0.6260915034040409,"score_spread":0.1418216854598625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790849167","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056606564,0.0005656659,0.000016134232,0.29084092,0.000024277862,0.6590566,0.000018311717,0.000042208536,0.04377525],"genre_scores_gemma":[0.79027754,0.0005340079,0.000037787013,0.0009997971,0.00004609644,0.2080378,0.000017438233,0.0000076038273,0.00004190254],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968987,0.0018490615,0.00027512832,0.00013460721,0.00061462383,0.00022788433],"domain_scores_gemma":[0.99857175,0.0004180667,0.00026462573,0.0005357762,0.0001617287,0.000048041937],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01728774,0.00006283893,0.0001944653,0.000040731542,0.0020450507,0.0026685512,0.0019863911,0.000024084655,0.000042766347],"category_scores_gemma":[0.00046495342,0.000033375007,0.000012061962,0.0006972964,0.0011156491,0.0011350075,0.00035812327,0.00010896556,0.00001328409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007565282,0.0001651907,0.00085725775,0.062703915,0.000012953766,5.8392595e-7,0.8780799,5.1742383e-8,0.0000140499915,0.038745858,0.0106256185,0.008718966],"study_design_scores_gemma":[0.00081525266,0.0001949062,0.001008774,0.12288661,0.000009527507,0.000012099989,0.8549173,0.00007672315,8.5047424e-7,0.0004409727,0.019350538,0.00028646234],"about_ca_topic_score_codex":0.0007127864,"about_ca_topic_score_gemma":0.14112657,"teacher_disagreement_score":0.7846169,"about_ca_system_score_codex":0.00014294566,"about_ca_system_score_gemma":0.0011807415,"threshold_uncertainty_score":0.99925417},"labels":[],"label_agreement":null},{"id":"W2791208221","doi":"10.1177/1075547018760334","title":"Party Elites or Manufactured Doubt? The Informational Context of Climate Change Polarization","year":2018,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of British Columbia","keywords":"Skepticism; Salience (neuroscience); Climate change; Elite; Democracy; Polarization (electrochemistry); Motivated reasoning; Ideology; Political science; Political economy; Scientific consensus; Misinformation; Social psychology; Global warming; Psychology; Sociology; Politics; Epistemology; Law; Cognitive psychology","score_opus":0.4115475401028957,"score_gpt":0.46084289109035337,"score_spread":0.04929535098745769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791208221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6986813,0.0010408115,0.0004139318,0.06305432,0.0009567329,0.0025455758,0.00012804661,0.00034953037,0.23282978],"genre_scores_gemma":[0.99158275,0.006391807,0.00051129994,0.0011771807,0.000107421576,0.000050815725,0.00008093739,0.0000047280782,0.00009304636],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846226,0.00031763088,0.00031420108,0.000120174445,0.0005335197,0.00025221484],"domain_scores_gemma":[0.99773216,0.00025868125,0.00031630523,0.00092706044,0.0006974615,0.00006835281],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0029020568,0.00008061998,0.0000957331,0.00013901397,0.002720888,0.00017336142,0.0015035118,0.000066746106,0.00072155247],"category_scores_gemma":[0.0005264097,0.000055918787,0.000035294583,0.0009944704,0.003226036,0.0013897213,0.00030863128,0.00011887878,0.00011154202],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010770223,0.00011245933,0.0070335376,0.000019636205,0.000007644049,3.1628378e-8,0.31056643,0.000001656236,0.0026434348,0.27482,0.00043873308,0.40424874],"study_design_scores_gemma":[0.0009905696,0.00022917362,0.30306652,0.00025879362,0.00005107941,0.000004212186,0.13378163,0.004695672,0.00420834,0.006829747,0.54532546,0.0005588038],"about_ca_topic_score_codex":0.0010468152,"about_ca_topic_score_gemma":0.006854643,"teacher_disagreement_score":0.5448867,"about_ca_system_score_codex":0.00010298671,"about_ca_system_score_gemma":0.00017060956,"threshold_uncertainty_score":0.9994866},"labels":[],"label_agreement":null},{"id":"W2791218893","doi":"10.1086/ahr.113.5.1566","title":":Science Talk: Changing Notions of Science in American Popular Culture","year":2008,"lang":"en","type":"article","venue":"The American Historical Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Population; Competition (biology); Sociology; Environmental ethics; History; Epistemology; Media studies; Political science; Law; Philosophy","score_opus":0.30672860971152544,"score_gpt":0.4490281380903997,"score_spread":0.14229952837887427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791218893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6876116,0.13667484,0.0006583594,0.06655697,0.0012236383,0.0023432053,0.000017225582,0.00029974585,0.10461445],"genre_scores_gemma":[0.6071182,0.39059678,0.00029874968,0.0011949353,0.00004826647,0.000021435597,0.0000013740236,0.0000050584686,0.0007152326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813896,0.00026513482,0.0002853148,0.00022852406,0.00070280896,0.0003792558],"domain_scores_gemma":[0.998677,0.00006735192,0.00035801996,0.0005500778,0.00021109484,0.00013642221],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002254239,0.000088580615,0.0003411593,0.0003113555,0.0013600435,0.000010979151,0.0012021813,0.000010290863,0.00009883902],"category_scores_gemma":[0.001370222,0.00006503044,0.00008266428,0.011110652,0.009682847,0.00018864709,0.00015657944,0.000172847,0.00004003739],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026249514,0.0007509422,0.011445179,0.0003076045,0.000009061466,0.000013356635,0.25698492,0.000010050053,0.012014785,0.039135203,0.019111216,0.6601914],"study_design_scores_gemma":[0.000040349838,0.00006616671,0.007526851,0.0002745518,0.00001375508,0.0000065989216,0.006237845,0.00001739947,0.0000074175978,0.000052146286,0.9856217,0.00013523197],"about_ca_topic_score_codex":0.012915453,"about_ca_topic_score_gemma":0.0006696664,"teacher_disagreement_score":0.9665105,"about_ca_system_score_codex":0.0014337442,"about_ca_system_score_gemma":0.0003798366,"threshold_uncertainty_score":0.99994004},"labels":[],"label_agreement":null},{"id":"W2794793757","doi":"10.1128/jmbe.v19i1.1601","title":"Introducing the <i>JMBE</i> Themed Issue on Science Communication","year":2018,"lang":"en","type":"article","venue":"Journal of Microbiology and Biology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Data science","score_opus":0.20993562822084366,"score_gpt":0.465417623702618,"score_spread":0.25548199548177436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794793757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92163074,0.0015572202,0.000026523154,0.060927954,0.0015545023,0.00012720091,0.000002194302,0.000009298668,0.014164348],"genre_scores_gemma":[0.99041045,0.0049261246,0.00043292242,0.0028354262,0.0011432098,0.000002642886,0.0000091731235,0.000002358052,0.0002376975],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999016,0.0005280573,0.00020055115,0.0000937244,0.000031084866,0.00013059168],"domain_scores_gemma":[0.9987234,0.00025127886,0.00027515308,0.000231244,0.00047932548,0.00003962728],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026346382,0.000052936382,0.00008966286,0.00011706294,0.0011795269,0.00003200815,0.00044605372,0.000095188974,0.00023120336],"category_scores_gemma":[0.00038798837,0.000033457676,0.0000236244,0.00021136831,0.002866986,0.00011072077,0.000055616114,0.00019550222,0.000034722998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001513199,0.00029505827,0.008832624,0.0000054446145,0.000027554686,5.0228838e-8,0.07420796,3.5241337e-7,0.45535883,0.04633963,0.021387095,0.39339405],"study_design_scores_gemma":[0.00017713991,0.00028289613,0.005820884,0.000042881078,0.000017656395,0.000045833574,0.017859101,0.0000026225161,0.0034223467,0.0029538106,0.9692925,0.000082302744],"about_ca_topic_score_codex":0.000106203755,"about_ca_topic_score_gemma":0.00033603003,"teacher_disagreement_score":0.9479054,"about_ca_system_score_codex":0.00007509595,"about_ca_system_score_gemma":0.00032973874,"threshold_uncertainty_score":0.99984664},"labels":[],"label_agreement":null},{"id":"W2794846814","doi":"10.1128/jmbe.v19i1.1532","title":"Learning from History to Increase Positive Public Reception and Social Value Alignment of Evidence-Based Science Communication","year":2018,"lang":"en","type":"article","venue":"Journal of Microbiology and Biology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Science communication; Computer science; Context (archaeology); Value (mathematics); Data science; Public awareness of science; Management science; Science education; Psychology; Mathematics education; Engineering; Machine learning; Geography","score_opus":0.45789597388871023,"score_gpt":0.4515282641156195,"score_spread":0.006367709773090702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794846814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801876,0.001264439,0.0001087325,0.017650288,0.0003295607,0.00010087943,0.000004131951,0.0000049628165,0.00034940863],"genre_scores_gemma":[0.995245,0.0023732728,0.0011200716,0.00097516837,0.00019985964,0.0000031693705,0.00004086359,0.0000023495957,0.000040278497],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984206,0.0010617148,0.00024817514,0.000114815426,0.000043228145,0.00011149587],"domain_scores_gemma":[0.99844784,0.00031404576,0.00041170407,0.00008990942,0.00067150616,0.00006502343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022060338,0.00005734567,0.00013275039,0.00022570386,0.000529424,0.000015972379,0.00021346603,0.00012788268,0.00015047925],"category_scores_gemma":[0.00058708625,0.00004810692,0.000024069943,0.0001309267,0.0019026215,0.00022587409,0.0000634136,0.00013621215,0.000003879651],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015589662,0.00013184355,0.02410156,0.000005552319,0.0000140948805,2.4082755e-8,0.044754412,2.5727212e-7,0.8696879,0.003328737,0.00083653134,0.056983177],"study_design_scores_gemma":[0.0016145074,0.0036452066,0.47819638,0.00091237907,0.00022390542,0.00004197368,0.09788755,0.00006606182,0.017312407,0.0045583555,0.39488038,0.0006608759],"about_ca_topic_score_codex":0.00094991556,"about_ca_topic_score_gemma":0.00034844026,"teacher_disagreement_score":0.8523755,"about_ca_system_score_codex":0.0003544198,"about_ca_system_score_gemma":0.000706683,"threshold_uncertainty_score":0.7010288},"labels":[],"label_agreement":null},{"id":"W2794911589","doi":"10.1038/s41558-018-0092-2","title":"Ecological grief as a mental health response to climate change-related loss","year":2018,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1313,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Grief; Climate change; Feeling; Mental health; Natural (archaeology); Ecology; Psychology; Environmental change; Perspective (graphical); Geography; Environmental resource management; Psychotherapist; Environmental science; Social psychology; Biology","score_opus":0.27797865964523055,"score_gpt":0.48113256255588666,"score_spread":0.2031539029106561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794911589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7295533,0.001429461,6.291448e-7,0.23408784,0.0026248877,0.002315902,0.000536173,0.000603248,0.028848553],"genre_scores_gemma":[0.93998903,0.02725453,0.00017253366,0.029706532,0.0019827487,0.00026272907,0.0002588503,0.000051149582,0.00032187763],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957352,0.0012893266,0.00046574025,0.0006025129,0.0006214614,0.0012857382],"domain_scores_gemma":[0.9979809,0.00023391274,0.00026091,0.0006270138,0.00027688858,0.0006204094],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036848704,0.00031499678,0.00040739903,0.000250214,0.0022983276,0.0001607508,0.00073642965,0.00081209245,0.00531264],"category_scores_gemma":[0.0004566168,0.0002978024,0.0001540175,0.0010271503,0.00051620626,0.00041371147,0.0005154811,0.0007376947,0.0036824332],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049876,0.001308178,0.008226896,0.00016695881,0.00005392452,0.000051620293,0.8018917,8.405856e-8,0.002058121,0.06289996,0.026024312,0.09233067],"study_design_scores_gemma":[0.0012225574,0.001385275,0.085058935,0.00034285276,0.00001866889,0.000025142059,0.021423792,0.00002824722,0.000048702597,0.00064632605,0.8891261,0.0006733985],"about_ca_topic_score_codex":0.0006072438,"about_ca_topic_score_gemma":0.010395073,"teacher_disagreement_score":0.8631018,"about_ca_system_score_codex":0.0007399018,"about_ca_system_score_gemma":0.00007830047,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W2795977552","doi":"10.24133/rvespe.v3i1.616","title":"How the unconference approach can increase stakeholder engagement","year":2018,"lang":"en","type":"article","venue":"Revista Vínculos","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Canada's Ecofiscal Commission; York University","funders":"","keywords":"Stakeholder engagement; Stakeholder; Sustainability; Unconscious mind; Space (punctuation); Public relations; Psychology; Engineering ethics; Sociology; Political science; Knowledge management; Computer science; Engineering; Ecology","score_opus":0.6722954207448677,"score_gpt":0.4287756285629344,"score_spread":0.24351979218193331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795977552","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36497796,0.00075813406,0.0016119237,0.056113996,0.00028250858,0.001710581,0.00006361114,0.0002767053,0.57420456],"genre_scores_gemma":[0.9926208,0.0014513762,0.00021933914,0.00065343553,0.00044950066,0.000051330735,0.00003990419,0.0000083352825,0.0045059565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984853,0.0007490049,0.0001104977,0.00016471441,0.00027888588,0.00021158339],"domain_scores_gemma":[0.99903375,0.00009749409,0.00007842953,0.0005312606,0.0001646897,0.00009434801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001192204,0.00008769706,0.00009710438,0.000028760682,0.0011192767,0.00046514446,0.00049041596,0.000048843995,0.0008467295],"category_scores_gemma":[0.00028517222,0.00006220237,0.000045973436,0.00023621516,0.00046198588,0.000102660495,0.00010038847,0.00014709779,0.000072024726],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003178234,0.0003408551,0.0061492096,0.00014440778,0.00006234232,0.0000017647219,0.16230114,6.932268e-7,0.0009151948,0.54662204,0.034229025,0.24920155],"study_design_scores_gemma":[0.00010771627,0.000026050076,0.0026188795,0.000024436786,0.000017646591,4.6384855e-7,0.025128845,0.0000642105,0.000009685107,0.00019407248,0.97169024,0.0001177778],"about_ca_topic_score_codex":0.0015655503,"about_ca_topic_score_gemma":0.0032690933,"teacher_disagreement_score":0.9374612,"about_ca_system_score_codex":0.00011296233,"about_ca_system_score_gemma":0.00009399579,"threshold_uncertainty_score":0.9271094},"labels":[],"label_agreement":null},{"id":"W2797942968","doi":"10.1126/science.aat7303","title":"Social media for social change in science","year":2018,"lang":"en","type":"letter","venue":"Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; University of Toronto","funders":"","keywords":"Social media; Social change; Data science; Sociology; Computer science; World Wide Web; Political science","score_opus":0.7501541821378391,"score_gpt":0.5479183893072385,"score_spread":0.20223579283060067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797942968","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0088341655,0.00006131775,0.000009017978,0.95645046,0.0025930959,0.00088927767,0.00008612519,0.00011230705,0.030964203],"genre_scores_gemma":[0.17973432,0.0012207077,0.0007846657,0.73855686,0.076538555,0.0009567368,0.000258192,0.000076297845,0.0018736336],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963478,0.0001418855,0.00025166007,0.0006323071,0.001585374,0.0010409937],"domain_scores_gemma":[0.9985496,0.0002528971,0.00020137116,0.00030237006,0.00060480926,0.00008896696],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0051863557,0.00016935047,0.00023440883,0.0007146807,0.0047244243,0.00047721996,0.0027886687,0.00042469832,0.0004462119],"category_scores_gemma":[0.001127875,0.0001790641,0.00008849362,0.0027877889,0.0127399275,0.0008722432,0.00032928126,0.0005572686,0.00013313585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000911217,0.00003720084,0.0001855043,0.000044593013,0.0000013612633,0.0000027785748,0.55079246,8.024784e-9,0.00034984795,0.0048522903,0.39075226,0.052972615],"study_design_scores_gemma":[0.00014107667,0.000013092698,0.006128424,0.00002848414,0.000005128091,2.9951238e-7,0.0030456958,0.00002492999,0.000010132439,0.0024288136,0.98791134,0.00026255098],"about_ca_topic_score_codex":0.0006592878,"about_ca_topic_score_gemma":0.008981603,"teacher_disagreement_score":0.59715915,"about_ca_system_score_codex":0.00094456767,"about_ca_system_score_gemma":0.0012738224,"threshold_uncertainty_score":0.9965713},"labels":[],"label_agreement":null},{"id":"W2799566934","doi":"10.1016/j.gloenvcha.2018.02.010","title":"Integration anxiety: The cognitive isolation of climate change","year":2018,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of Cape Town; Natural Sciences and Engineering Research Council of Canada; University of British Columbia; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; International Development Research Centre","keywords":"Climate change; Subsidy; Government (linguistics); Climate risk; Business; Mainstream; Natural resource economics; Psychological resilience; Scale (ratio); Environmental resource management; Economics; Geography; Psychology; Political science; Ecology; Market economy","score_opus":0.31511961423650126,"score_gpt":0.41045336143553135,"score_spread":0.0953337471990301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799566934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88655186,0.0006814941,0.00024277956,0.0049167853,0.0005750441,0.0013906484,0.00066343223,0.00008469308,0.10489327],"genre_scores_gemma":[0.9837147,0.014315539,0.000054978394,0.00097087596,0.0006547662,0.000097803124,0.00015752958,0.000005740321,0.000028074503],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99908245,0.00019275512,0.00014166918,0.00013804436,0.0002474215,0.00019766417],"domain_scores_gemma":[0.99960786,0.000030608142,0.00012315031,0.00016617533,0.000022059101,0.000050155562],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034779406,0.000088543944,0.00008281596,0.000020697315,0.00048904284,0.000025095123,0.00017584226,0.00008264434,0.0012886606],"category_scores_gemma":[0.000023688184,0.000072973206,0.00005214186,0.0001682456,0.0005984538,0.00030976752,0.000103881815,0.000059634986,0.00030987756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116176554,0.00020262205,0.073928624,0.0000101769165,0.000014427888,2.658999e-7,0.11966022,3.174377e-8,0.0015027451,0.0072582993,0.00016884123,0.79713756],"study_design_scores_gemma":[0.00065282464,0.0003043788,0.85433406,0.00013818494,0.00007332978,0.0000035923051,0.082841165,0.0006126238,0.0002639302,0.00093796937,0.059508648,0.00032929],"about_ca_topic_score_codex":0.0013379063,"about_ca_topic_score_gemma":0.004347635,"teacher_disagreement_score":0.7968083,"about_ca_system_score_codex":0.00019293664,"about_ca_system_score_gemma":0.0000048246357,"threshold_uncertainty_score":0.9996243},"labels":[],"label_agreement":null},{"id":"W2800344316","doi":"10.1371/journal.pone.0195999","title":"Public perceptions about climate change mitigation in British Columbia's forest sector","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Pacific Institute for Climate Solutions; University of Victoria","keywords":"Climate change; Reforestation; Sustainable forest management; Forest management; Environmental resource management; Business; Geography; Climate change mitigation; Public support; Environmental protection; Environmental planning; Natural resource economics; Ecology; Environmental science; Forestry; Political science; Public administration; Economics","score_opus":0.5246881728488614,"score_gpt":0.3751608127849195,"score_spread":0.1495273600639419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800344316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96562046,0.00006866518,0.0000032138075,0.003554854,0.0000852131,0.0004738062,0.00006105831,0.00014157385,0.029991183],"genre_scores_gemma":[0.99017334,0.0070700245,0.0003032954,0.00055444794,0.0008357447,0.00023307774,0.00015701902,0.000015382599,0.00065765146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987402,0.00022500436,0.00019430685,0.00018483882,0.00030848337,0.00034717695],"domain_scores_gemma":[0.9992623,0.000053205385,0.00007167672,0.00023917085,0.00025537802,0.000118316326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051485334,0.00005480618,0.00012841664,0.00007379482,0.00082232273,0.0005331938,0.0002390902,0.00012066126,0.008996472],"category_scores_gemma":[0.00020963582,0.00009994721,0.000035994308,0.0004315228,0.00033575753,0.0004920003,0.00006784141,0.00012442983,0.00051992893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002645106,0.00078977906,0.9606758,0.0000370567,0.000009342178,7.9309024e-7,0.023692545,1.6245556e-8,0.000741369,0.0005695862,0.00059220375,0.012888907],"study_design_scores_gemma":[0.0002483014,0.000045348894,0.9891367,0.0002545346,0.000013249778,4.745094e-7,0.0058451607,0.0001796221,0.0000030489623,0.0005633336,0.0035608036,0.0001494243],"about_ca_topic_score_codex":0.046133608,"about_ca_topic_score_gemma":0.9642054,"teacher_disagreement_score":0.91807175,"about_ca_system_score_codex":0.00019543186,"about_ca_system_score_gemma":0.000036816895,"threshold_uncertainty_score":0.99190944},"labels":[],"label_agreement":null},{"id":"W2800756810","doi":"10.5539/ibr.v11n5p92","title":"The Effect of Climate Change Semantic Expressions on Perceptions and Attitudes Towards Decarbonisation","year":2018,"lang":"en","type":"article","venue":"International Business Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Climate change; Perception; Global warming; Context (archaeology); Unemployment; Risk communication; Psychology; Term (time); Social psychology; Political science; Economics; Mathematics; Cognitive psychology; Geography; Statistics; Economic growth","score_opus":0.47626343439195284,"score_gpt":0.5597547389594292,"score_spread":0.08349130456747633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800756810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92536855,0.00008565487,0.000020013154,0.016608661,0.00042548781,0.0003894111,0.000018574301,0.000031520023,0.057052135],"genre_scores_gemma":[0.9848154,0.014148417,0.000024016881,0.00003864807,0.00057377556,0.00012672531,0.00002078664,0.000007631134,0.00024455163],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99818105,0.00058591634,0.00014511857,0.0001457014,0.0007273524,0.00021486792],"domain_scores_gemma":[0.9979541,0.00086272677,0.00005233436,0.00022630283,0.00085127907,0.000053284763],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021146403,0.00006407937,0.000077542514,0.00018558293,0.0014360371,0.00016135175,0.00040381687,0.000062665575,0.00048409076],"category_scores_gemma":[0.0010275225,0.000044729994,0.000027791848,0.0003654421,0.0010131251,0.00018009542,0.00020852989,0.00014179213,0.000089810856],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080380734,0.00026976882,0.32680947,0.00013596288,0.00006691671,0.0000021858532,0.051128425,0.0000043316727,0.011502942,0.03441099,0.0013139393,0.57355124],"study_design_scores_gemma":[0.00024412118,0.00012633154,0.9744962,0.00020347926,0.0000046236355,9.0024207e-7,0.0016752821,0.00017898902,0.00016907621,0.00036499923,0.022468781,0.00006725764],"about_ca_topic_score_codex":0.0017230058,"about_ca_topic_score_gemma":0.0032589075,"teacher_disagreement_score":0.6476867,"about_ca_system_score_codex":0.00010319769,"about_ca_system_score_gemma":0.00003531714,"threshold_uncertainty_score":0.999864},"labels":[],"label_agreement":null},{"id":"W2804186028","doi":"10.1525/elementa.297","title":"The role of college and university faculty in the fossil fuel divestment movement","year":2018,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Divestment; Scholarship; Mainstream; Political science; Social movement; Public relations; Investment (military); Sociology; Politics; Law","score_opus":0.15949745555305608,"score_gpt":0.4111356717835165,"score_spread":0.25163821623046045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804186028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524219,0.00021843902,0.0000015123578,0.014090025,0.00011540452,0.00032094025,0.000038910213,0.000003889339,0.032788947],"genre_scores_gemma":[0.9978772,0.0018303827,0.00005525912,0.00011103101,0.000017989352,0.0000014331387,6.889913e-7,0.0000010463583,0.000104994055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9990065,0.00017863834,0.00011559261,0.00009966037,0.0004404574,0.0001591504],"domain_scores_gemma":[0.99940723,0.000054349468,0.00011752112,0.00029908202,0.00009711309,0.000024686859],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016704629,0.0000426255,0.000054573753,0.000029825276,0.0016850706,0.000027395863,0.0010256331,0.000013987376,0.00011055424],"category_scores_gemma":[0.000053798012,0.000022754655,0.000021520329,0.00057583576,0.004977921,0.00013602691,0.000310927,0.000041274012,0.0000016265428],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009673266,0.0006934289,0.17789133,0.000019333549,0.000023947116,3.9998423e-7,0.24827255,0.0000024779818,0.025810676,0.45468572,0.0024180997,0.09008532],"study_design_scores_gemma":[0.0004039304,0.0001389813,0.41818875,0.000033344513,0.00001211616,2.4009947e-7,0.50760406,0.00012271307,0.006510744,0.008865675,0.05803367,0.0000857592],"about_ca_topic_score_codex":0.002732519,"about_ca_topic_score_gemma":0.010292492,"teacher_disagreement_score":0.44582003,"about_ca_system_score_codex":0.000104267114,"about_ca_system_score_gemma":0.00009476607,"threshold_uncertainty_score":0.9996146},"labels":[],"label_agreement":null},{"id":"W2804324912","doi":"","title":"Visual Representations of Climate Change in Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Geography; Political science; Geology; Oceanography","score_opus":0.27320147488259516,"score_gpt":0.44055497032276025,"score_spread":0.1673534954401651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804324912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495044,0.0008452171,0.0000020589491,0.006054952,0.00019051992,0.00017816221,0.000012962467,0.000001989239,0.043209776],"genre_scores_gemma":[0.9920718,0.0075548682,0.00009757518,0.00019281846,0.000028856195,0.0000036662532,0.000015603504,0.000004822622,0.000029964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998944,0.00036497397,0.00033974354,0.000040343715,0.00015864432,0.00015229975],"domain_scores_gemma":[0.99882287,0.00015820363,0.00030203545,0.00030941225,0.00024606212,0.00016141935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072640734,0.000041554707,0.00012530174,0.0002119321,0.00013910848,0.000020077647,0.00046286162,0.000038128273,0.0009109803],"category_scores_gemma":[0.00011748592,0.000047156977,0.000032892844,0.0003039842,0.00007303209,0.00026598258,0.000020050184,0.00015526163,0.000009384605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013725704,0.000022804445,0.89969325,0.000015598565,0.000007861301,0.000001920263,0.045719836,0.000059806993,0.00007886772,0.0117890565,0.00030601406,0.04229125],"study_design_scores_gemma":[0.0004349164,0.00003334319,0.90421295,0.0002538865,0.000010276848,0.000003973935,0.04565193,0.00031743242,0.000018975148,0.00043770828,0.04850551,0.00011908311],"about_ca_topic_score_codex":0.9914791,"about_ca_topic_score_gemma":0.99983066,"teacher_disagreement_score":0.048199497,"about_ca_system_score_codex":0.000711957,"about_ca_system_score_gemma":0.002430108,"threshold_uncertainty_score":0.9974595},"labels":[],"label_agreement":null},{"id":"W280675345","doi":"","title":"Learning to Swim with Salmon: Pilot Evaluation of Journalism as a Method to Create Information for Public Engagement","year":2007,"lang":"en","type":"article","venue":"Health law review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public engagement; Public relations; Democracy; Citizen journalism; Jargon; Political science; Deliberation; Sociology; Politics; Law","score_opus":0.7482649033957008,"score_gpt":0.6132041077909588,"score_spread":0.13506079560474205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W280675345","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016935889,0.035630826,0.20689757,0.49694604,0.00050863664,0.026938854,0.000030285673,0.00028246798,0.21582945],"genre_scores_gemma":[0.5182172,0.23815507,0.10036817,0.14044997,0.00043043838,0.0016394731,0.00034763047,0.000047743455,0.0003443192],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699885,0.0015097581,0.00053137756,0.00009236154,0.0006172,0.000250428],"domain_scores_gemma":[0.9981207,0.00023171231,0.00035530032,0.00017866383,0.0008627326,0.00025083718],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03688612,0.000069595466,0.00021844538,0.000095262025,0.0006320238,0.000051384653,0.00015219467,0.000024301964,0.00049714313],"category_scores_gemma":[0.0009535307,0.000059756807,0.00003706246,0.00047639452,0.000019063576,0.0002966343,0.000029084118,0.000111954396,0.000061977924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003183994,0.000030093282,0.00003301349,0.0009389905,0.0000057791212,1.9885846e-8,0.0191315,0.000016747614,0.0000072148323,0.04008636,0.00082760496,0.9388908],"study_design_scores_gemma":[0.0002326866,0.00049709587,0.0006812934,0.0014844283,0.000026688083,0.0000010146995,0.0027741706,0.000033258817,0.0000042674815,0.00015779113,0.99403775,0.00006953599],"about_ca_topic_score_codex":0.0028535754,"about_ca_topic_score_gemma":0.0075399806,"teacher_disagreement_score":0.99321014,"about_ca_system_score_codex":0.0003750712,"about_ca_system_score_gemma":0.00029804438,"threshold_uncertainty_score":0.9917284},"labels":[],"label_agreement":null},{"id":"W2807677804","doi":"10.1089/eco.2018.0008","title":"After Hurricane Harvey: Houston, We Have a Problem","year":2018,"lang":"en","type":"article","venue":"Ecopsychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Download; Volume (thermodynamics); Library science; Environmental ethics; History; Computer science; World Wide Web; Philosophy","score_opus":0.3862326478394657,"score_gpt":0.4936027508991994,"score_spread":0.10737010305973371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807677804","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33625174,0.00025023855,0.00014642849,0.037248097,0.00090834,0.00031796825,0.000013593304,0.00019306701,0.6246705],"genre_scores_gemma":[0.98270357,0.0016364743,0.000827503,0.0029453835,0.00073054864,0.000081121885,0.00001137208,0.0000130840335,0.011050944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989906,0.00028934915,0.00014535685,0.00020164858,0.000102530226,0.0002704964],"domain_scores_gemma":[0.99935335,0.00004539305,0.00006148063,0.00034855862,0.00010107247,0.000090137],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046131804,0.00007304545,0.0001017535,0.00007320022,0.00030301104,0.00003780334,0.00027538466,0.00013410788,0.020041782],"category_scores_gemma":[0.000039931274,0.00007354099,0.000038566,0.00016542751,0.0005659451,0.00009557248,0.000050286555,0.00011475734,0.0032261754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030481754,0.0005021563,0.041528635,0.000019035422,0.00003516508,0.000011899816,0.27519152,2.3259071e-7,0.0008299577,0.01241126,0.2565048,0.4126605],"study_design_scores_gemma":[0.00020579371,0.000098352844,0.048095886,0.000011069625,0.0000045777597,0.000003478591,0.0028334619,0.000004432166,0.000005098189,0.0022673253,0.9463628,0.000107712054],"about_ca_topic_score_codex":0.0005603053,"about_ca_topic_score_gemma":0.02191456,"teacher_disagreement_score":0.689858,"about_ca_system_score_codex":0.00006270316,"about_ca_system_score_gemma":0.000028758514,"threshold_uncertainty_score":0.99754995},"labels":[],"label_agreement":null},{"id":"W2810416755","doi":"10.1093/acrefore/9780190228620.013.370","title":"The Relationships Between Climate Change News Coverage, Policy Debate, and Societal Decisions","year":2018,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Climate Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia","funders":"","keywords":"Climate change; Political science; Variety (cybernetics); Newspaper; News media; Context (archaeology); Social media; Audience measurement; Public relations; Public opinion; News values; Norm (philosophy); Geography; Politics; Law","score_opus":0.5289009408551905,"score_gpt":0.5192290005636898,"score_spread":0.009671940291500647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810416755","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052041635,0.0018655522,0.000009567829,0.0084086275,0.0007257838,0.0012930393,0.00064272626,0.000078048666,0.9817725],"genre_scores_gemma":[0.0031155436,0.98098785,0.00026139696,0.000071793576,0.0022297832,0.00018960777,0.000237073,0.000043191973,0.012863738],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99083257,0.001994787,0.00089249376,0.00086066726,0.00329951,0.0021199554],"domain_scores_gemma":[0.9896784,0.0061417203,0.00055618235,0.0013431032,0.0015330286,0.00074756297],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.016412532,0.0003609104,0.00054573565,0.0009941923,0.012881845,0.0009105065,0.002884437,0.0006235633,0.0002622179],"category_scores_gemma":[0.010230822,0.00027544322,0.00018395683,0.0038199238,0.0100670215,0.0010945812,0.0024048132,0.0018162667,0.0002424118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032692333,0.000060686067,0.01130318,0.00012121672,0.000014416843,0.0000015215463,0.015326432,1.0829947e-7,5.523461e-7,0.022841776,0.015219964,0.9350774],"study_design_scores_gemma":[0.00019080107,0.000111898975,0.020607183,0.0005285627,0.000024051387,0.0000018131983,0.0070750047,0.000014953017,3.4424014e-7,0.0051904405,0.9659662,0.0002887269],"about_ca_topic_score_codex":0.0014737792,"about_ca_topic_score_gemma":0.010964169,"teacher_disagreement_score":0.97912234,"about_ca_system_score_codex":0.00065735297,"about_ca_system_score_gemma":0.0028223158,"threshold_uncertainty_score":0.9999698},"labels":[],"label_agreement":null},{"id":"W2811119247","doi":"10.1139/facets-2018-0002","title":"Scientists on Twitter: Preaching to the choir or singing from the rooftops?","year":2018,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":200,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Outreach; Social media; Dissemination; Public relations; Singing; Audience participation; Sociology; Media studies; Political science; Law; Management","score_opus":0.5559980729061199,"score_gpt":0.4996596767200489,"score_spread":0.056338396186071005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811119247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058748,0.00004848921,0.0002543435,0.056784026,0.0007720941,0.00028683737,0.000013484229,0.00007155991,0.03589435],"genre_scores_gemma":[0.9911208,0.00006592803,0.00011714459,0.005258847,0.0007377388,0.000013332582,0.000007332404,0.000005800091,0.0026730523],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999105,0.00025239165,0.0000809255,0.00013643433,0.00024501118,0.00018028394],"domain_scores_gemma":[0.9991652,0.00029219498,0.0000379678,0.0004074307,0.000044521523,0.00005272726],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007795715,0.000056401506,0.000049362352,0.000021121165,0.0019040327,0.00027357662,0.0005787129,0.000031750104,0.0012750104],"category_scores_gemma":[0.00035707073,0.000029927898,0.000025609035,0.00022688489,0.0001641362,0.000074695876,0.00011470491,0.00010398844,0.0010781978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042588297,0.000057801783,0.006080339,0.0000018501488,0.000010860843,4.975263e-7,0.67227334,0.000012581431,0.0018216156,0.0012518723,0.06535839,0.25308827],"study_design_scores_gemma":[0.00007340371,0.000027947448,0.05130356,0.000062591134,0.0000041678627,2.3848534e-7,0.010116479,0.00016034198,0.000066613204,0.00018457785,0.9379283,0.00007178114],"about_ca_topic_score_codex":0.0026812488,"about_ca_topic_score_gemma":0.032922972,"teacher_disagreement_score":0.8725699,"about_ca_system_score_codex":0.00007172689,"about_ca_system_score_gemma":0.000027679323,"threshold_uncertainty_score":0.9996996},"labels":[],"label_agreement":null},{"id":"W2820333023","doi":"","title":"Global Warming, the Ozone Hole, and the Fourth Estate","year":2008,"lang":"en","type":"book","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global warming; Political science; Journalism; Direct action; Climate change; Fourth Estate; News media; Politics; Law","score_opus":0.31515447653753365,"score_gpt":0.41432872889180383,"score_spread":0.09917425235427019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2820333023","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009414066,0.00078561885,0.00011110609,0.021463344,0.00015601754,0.0003434789,0.000022538235,0.0000602599,0.9769635],"genre_scores_gemma":[0.0010895291,0.19600028,0.000040952644,0.002653941,0.0002867127,0.00001823324,0.000043116255,0.000008258296,0.799859],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989695,0.0003034464,0.00014473661,0.00013298192,0.0002871391,0.00016221174],"domain_scores_gemma":[0.9990698,0.0003058388,0.000113625574,0.00038968958,0.00006741502,0.000053644228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072064047,0.000116149844,0.00014567829,0.00001537283,0.0012384041,0.00010558973,0.0005038089,0.000121308374,0.0007886246],"category_scores_gemma":[0.000054442884,0.000060065635,0.000079236284,0.00007899354,0.0020531584,0.000053285297,0.00015897688,0.00018137791,0.00013416712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033537603,0.000016821361,0.000071338865,0.000011579737,0.000033570628,0.0000019158842,0.07263262,0.0000028769148,6.149356e-8,0.26886442,0.4212326,0.23709862],"study_design_scores_gemma":[0.00018021771,0.0000053343597,0.00016163896,0.000015550228,0.000020419418,0.0000029870996,0.005192302,0.00005157828,1.3628046e-8,0.006537679,0.98774207,0.00009022899],"about_ca_topic_score_codex":0.0053870105,"about_ca_topic_score_gemma":0.043532237,"teacher_disagreement_score":0.5665094,"about_ca_system_score_codex":0.00015262527,"about_ca_system_score_gemma":0.00017910151,"threshold_uncertainty_score":0.9739208},"labels":[],"label_agreement":null},{"id":"W28542613","doi":"","title":"in summer’s heat","year":2012,"lang":"en","type":"article","venue":"Island writer","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heat wave; Environmental science; Climatology; Geology; Oceanography; Climate change","score_opus":0.4894528664378848,"score_gpt":0.4841482840292595,"score_spread":0.005304582408625302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28542613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.605169,0.00036980573,0.000012656046,0.008031445,0.00033829393,0.00007854236,0.0000047252524,0.000021620588,0.3859739],"genre_scores_gemma":[0.99468106,0.00089353183,0.00002464602,0.0010724859,0.00033256775,0.000006230941,0.000008060153,0.0000025794425,0.002978848],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996074,0.000086136955,0.00005603522,0.000035542507,0.00006708134,0.0001478083],"domain_scores_gemma":[0.9998153,0.00003317014,0.0000061536743,0.00009409325,0.000009878371,0.000041397132],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003028245,0.000026323964,0.00003775819,0.000033990145,0.00008185222,0.000020810397,0.000072939234,0.000038648814,0.0043827365],"category_scores_gemma":[0.000015199623,0.000023870944,0.000015061982,0.00007916268,0.000034162233,0.00020498285,0.000015734871,0.000047616457,0.00043435348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010330456,0.00014128533,0.7340571,0.000006306122,0.000002210451,6.5918977e-7,0.19574685,3.0400415e-7,0.00031325777,0.007681877,0.05262247,0.009417345],"study_design_scores_gemma":[0.00010719828,0.0000025760928,0.06220105,0.0000062306494,9.440646e-7,2.902351e-7,0.0025482634,0.000005648413,0.0000058949927,0.000189822,0.93488586,0.000046243844],"about_ca_topic_score_codex":0.0014602111,"about_ca_topic_score_gemma":0.014958049,"teacher_disagreement_score":0.88226336,"about_ca_system_score_codex":0.00003016004,"about_ca_system_score_gemma":0.0000051153215,"threshold_uncertainty_score":0.9965274},"labels":[],"label_agreement":null},{"id":"W285716679","doi":"","title":"A Web-Based Instrument to Model Social Norms","year":2006,"lang":"en","type":"article","venue":"Health law review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Heuristics; Public opinion; Data science; Management science; Computer science; Public relations; Political science; Economics; Law; Politics","score_opus":0.5193660236243499,"score_gpt":0.5121504738803474,"score_spread":0.007215549744002514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W285716679","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003432871,0.027565025,0.00066209823,0.6873397,0.0002171133,0.002505751,0.000058990398,0.0002860777,0.27793232],"genre_scores_gemma":[0.42978844,0.24753238,0.0029139186,0.31736982,0.0005264647,0.00046134382,0.0002230928,0.000029229694,0.0011553123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988704,0.00025445365,0.00027897928,0.00011850796,0.00023292833,0.00024477532],"domain_scores_gemma":[0.999522,0.000021055881,0.000095824464,0.00017981148,0.000058886097,0.000122432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010330481,0.00006683828,0.00019297979,0.00002030284,0.0007739125,0.000026097965,0.00017029069,0.00003776488,0.000509995],"category_scores_gemma":[0.000016695512,0.00006205036,0.000063859974,0.00023028352,0.000060095965,0.000051309024,0.0000249602,0.00007399561,0.00027432063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075623175,0.00019107481,0.000114996496,0.002617202,0.0000020041844,2.3758696e-7,0.0034190554,0.000027658018,0.000010919967,0.59825474,0.12060363,0.2747509],"study_design_scores_gemma":[0.00011164692,0.000013066147,0.00015795423,0.0005551637,0.0000033695844,7.483035e-8,0.00005124959,0.0002277741,2.7687798e-7,0.0004745752,0.99833333,0.000071525836],"about_ca_topic_score_codex":0.010106365,"about_ca_topic_score_gemma":0.060333345,"teacher_disagreement_score":0.8777297,"about_ca_system_score_codex":0.00030245713,"about_ca_system_score_gemma":0.0003006533,"threshold_uncertainty_score":0.9964854},"labels":[],"label_agreement":null},{"id":"W2883431517","doi":"10.17351/ests2018.259","title":"The Responsibilities and Obligations of STS in a Moment of Post-Truth Demagoguery","year":2018,"lang":"en","type":"article","venue":"Engaging Science Technology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Legitimacy; Agnosticism; Authoritarianism; Politics; Sociology; Nationalism; Variety (cybernetics); Reading (process); Epistemology; Law; Environmental ethics; Political science; Democracy; Philosophy","score_opus":0.1648328257071301,"score_gpt":0.4301443177722765,"score_spread":0.2653114920651464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883431517","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120015,0.00026929186,0.00002443929,0.0067833024,0.000046127327,0.00007853385,0.0000021891599,0.000022395188,0.0015735519],"genre_scores_gemma":[0.997423,0.0018676447,0.000584185,0.000044330078,0.0000075257876,0.000005766683,2.7147266e-7,0.0000011240944,0.00006615925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9994259,0.00009069845,0.00012231304,0.000105059364,0.00012418813,0.00013183165],"domain_scores_gemma":[0.9992313,0.00036229138,0.000059483664,0.00016976891,0.0001580128,0.000019167408],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0031557325,0.000032205735,0.00006309772,0.00015050669,0.0013712109,0.0000181036,0.00021768926,0.000060457536,0.0000072749476],"category_scores_gemma":[0.00072223914,0.000025488825,0.00001417226,0.001031554,0.010487281,0.000118839394,0.000118417316,0.000118494034,3.3548952e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006941451,0.000027585618,0.047531724,0.000011148404,0.0000036678514,3.9610356e-8,0.33371797,3.3185123e-7,0.0172436,0.5801793,0.000023624345,0.021254083],"study_design_scores_gemma":[0.0001761637,0.00008220245,0.15890552,0.00005841675,0.000004316843,9.692166e-7,0.794704,0.00031337776,0.0022433642,0.04124783,0.0021866383,0.00007718303],"about_ca_topic_score_codex":0.00016344126,"about_ca_topic_score_gemma":0.0007452326,"teacher_disagreement_score":0.5389314,"about_ca_system_score_codex":0.000033665452,"about_ca_system_score_gemma":0.00011775345,"threshold_uncertainty_score":0.9999289},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2883452312","doi":"10.1101/370973","title":"Making headlines: An analysis of US government-funded cancer research mentioned in online media","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Cancer Institute; Uniformed Services University of the Health Sciences; Social Sciences and Humanities Research Council of Canada; U.S. Department of Defense","keywords":"Government (linguistics); Cancer; Cancer prevention; News media; Breast cancer; Media coverage; Social media; Medicine; Public relations; Political science; Media studies; Sociology; Internal medicine","score_opus":0.4294740041016652,"score_gpt":0.4795293725153194,"score_spread":0.05005536841365421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883452312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968065,0.0005243876,0.000044838864,0.00064172415,0.0004893038,0.0004787545,0.00083497347,0.00008996843,0.00008953004],"genre_scores_gemma":[0.99003816,0.007913397,0.001257905,0.000085119376,0.000512549,0.00014078905,0.0000061128567,0.0000393711,0.0000066124203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99559313,0.0012859658,0.000654133,0.0006397536,0.0013245821,0.0005024218],"domain_scores_gemma":[0.9968178,0.00023765399,0.0004576032,0.0012722304,0.0010299543,0.00018472977],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039028607,0.00023646557,0.0005564706,0.0007568373,0.00036357774,0.00016679714,0.001019071,0.0004711483,0.0010114091],"category_scores_gemma":[0.00066911185,0.00027231465,0.00015542033,0.0026769699,0.0004935323,0.00020103266,0.000532268,0.0006234594,0.000011678162],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002580336,0.0021926875,0.75990707,0.00047170426,0.0010606342,0.000012355854,0.008890178,0.0004020505,0.22201383,0.0044955267,0.00020637758,0.000089536356],"study_design_scores_gemma":[0.00041352762,0.000035931676,0.98563623,0.0006578974,0.00037511723,4.676645e-10,0.0018275512,0.002435513,0.001679508,0.00000981569,0.0064331144,0.0004957981],"about_ca_topic_score_codex":0.009862146,"about_ca_topic_score_gemma":0.10051661,"teacher_disagreement_score":0.22572914,"about_ca_system_score_codex":0.001621429,"about_ca_system_score_gemma":0.00053998287,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W2883874511","doi":"10.1139/facets-2017-0110","title":"What a scientist looks like: Portraying gender in the scientific media","year":2018,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Scrutiny; Gender bias; Popular media; Media coverage; Women in science; Psychology; Sociology; Gender studies; Media studies; Social psychology; Political science; Law","score_opus":0.5656140531533742,"score_gpt":0.476294408267045,"score_spread":0.08931964488632921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883874511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8795693,0.00048660827,0.000023438084,0.0047919643,0.0036843664,0.00026099506,0.000004692022,0.000051982977,0.11112667],"genre_scores_gemma":[0.996279,0.0005463251,0.000060243594,0.000749122,0.00021844357,0.00001295373,0.000019615796,0.0000042266397,0.0021100666],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880064,0.00024461915,0.00011852929,0.0001745357,0.0004219339,0.00023975318],"domain_scores_gemma":[0.99936545,0.00008557818,0.000043402284,0.00035656654,0.00009609401,0.000052932133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022755712,0.000053534917,0.000055933113,0.0001001504,0.0012033618,0.0009093142,0.00051723013,0.000053174743,0.0014874184],"category_scores_gemma":[0.00011926716,0.00004223587,0.000028503418,0.0005425772,0.0009301662,0.00043214698,0.00006517822,0.00009864215,0.0005604538],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004409423,0.00007920158,0.0045681125,0.00000598175,0.0000023136856,0.000002050064,0.9256638,4.2648065e-7,0.0013029217,0.003738828,0.015932256,0.048699666],"study_design_scores_gemma":[0.00019886221,0.0000103803395,0.06357393,0.000053368658,0.0000052154464,0.0000021889457,0.17339265,0.0000784499,0.00003987343,0.0019433609,0.760556,0.00014574609],"about_ca_topic_score_codex":0.0002593964,"about_ca_topic_score_gemma":0.034300014,"teacher_disagreement_score":0.7522712,"about_ca_system_score_codex":0.00005991421,"about_ca_system_score_gemma":0.00007579369,"threshold_uncertainty_score":0.99942535},"labels":[],"label_agreement":null},{"id":"W2884632242","doi":"10.1017/s0140525x18000584","title":"Replications can cause distorted belief in scientific progress","year":2018,"lang":"en","type":"letter","venue":"Behavioral and Brain Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology; Cognitive psychology","score_opus":0.6049996508151048,"score_gpt":0.5129818421910213,"score_spread":0.09201780862408349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884632242","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25546736,0.00027525105,6.0547615e-7,0.74067974,0.00052471674,0.00044370705,0.00009554269,0.000080508325,0.0024325897],"genre_scores_gemma":[0.55126864,0.0023026967,0.0011974117,0.36657998,0.0065670926,0.0011103556,0.002922955,0.000093371345,0.06795751],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764013,0.00033952744,0.000281871,0.0006470621,0.000635161,0.00045624084],"domain_scores_gemma":[0.9990068,0.00011319872,0.00017261031,0.00046351153,0.00014794063,0.00009592854],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016285924,0.0001645933,0.00019136768,0.00034735608,0.0025530094,0.0007871719,0.0008135695,0.00034002072,0.0004272696],"category_scores_gemma":[0.00009250563,0.00014675973,0.000050616032,0.0011231322,0.0067882733,0.00025141938,0.0001541746,0.00041859562,0.000030929383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000232862,0.00013350713,0.0326452,0.000020462365,0.0000022667402,0.000013241047,0.032023177,3.7886142e-8,0.00005898061,0.00040985516,0.9119535,0.022737423],"study_design_scores_gemma":[0.00008078318,0.000053399002,0.013821269,0.00007437516,0.000014458427,0.0000024269614,0.0025488331,0.000007053645,0.000002100128,0.0003786014,0.9827747,0.0002420519],"about_ca_topic_score_codex":0.0062782103,"about_ca_topic_score_gemma":0.075388744,"teacher_disagreement_score":0.37409973,"about_ca_system_score_codex":0.00014872094,"about_ca_system_score_gemma":0.0003170813,"threshold_uncertainty_score":0.99874556},"labels":[],"label_agreement":null},{"id":"W2885131378","doi":"10.1177/0963662518793204","title":"Book Review: Susanna Priest, Communicating Climate Change: The Path Forward","year":2018,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Path (computing); Climate change; Environmental ethics; Telecommunications; Sociology; Media studies; Computer science; Philosophy; Computer network; Geology; Oceanography","score_opus":0.565314376449417,"score_gpt":0.4602810698541386,"score_spread":0.10503330659527838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885131378","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019010733,0.0732236,0.0020509586,0.38952997,0.00082223985,0.0016899203,0.000025776693,0.00029122265,0.53046525],"genre_scores_gemma":[0.68302125,0.30364427,0.00026136904,0.012648863,0.00017191668,0.000040804687,0.0000055128576,0.000009244238,0.0001967802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794513,0.00029026004,0.00028888852,0.00020671594,0.00074506516,0.0005239661],"domain_scores_gemma":[0.9980693,0.00027563714,0.00030169945,0.00081347936,0.00039780364,0.00014208282],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007110655,0.000093204464,0.00015155754,0.00013692395,0.0049541504,0.00025270088,0.0019072389,0.000042779844,0.00090511946],"category_scores_gemma":[0.0009868196,0.00007115397,0.00005657184,0.0016415333,0.010337959,0.0012002711,0.00052467023,0.00015494178,0.000030337107],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012822644,0.00012828644,0.0036333394,0.00029633704,0.00001189533,3.149728e-7,0.19349891,7.63735e-8,0.00041020298,0.66481084,0.09972109,0.037475877],"study_design_scores_gemma":[0.00012183437,0.000062057115,0.0008873386,0.0007266995,0.000013636819,0.000001711134,0.05315968,0.0002522215,0.000027062379,0.0020790286,0.94249874,0.00017000461],"about_ca_topic_score_codex":0.00025549426,"about_ca_topic_score_gemma":0.0006477046,"teacher_disagreement_score":0.8427776,"about_ca_system_score_codex":0.00043034015,"about_ca_system_score_gemma":0.00022226048,"threshold_uncertainty_score":0.9963413},"labels":[],"label_agreement":null},{"id":"W2885761036","doi":"10.1177/0963662518791902","title":"Researching multiple publics through latent profile analysis: Similarities and differences in science and technology attitudes in China, Japan, South Korea and the United States","year":2018,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"China; Religiosity; Publics; Structural equation modeling; East Asia; Political science; Sociology; Geography; Psychology; Social psychology","score_opus":0.44973142730612164,"score_gpt":0.4206395576674103,"score_spread":0.029091869638711354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885761036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98274565,0.0001351627,0.00017120353,0.015054111,0.000027636135,0.0002451722,0.0000066134107,0.000023603901,0.0015908452],"genre_scores_gemma":[0.9972426,0.002415003,0.00024182997,0.000059694725,0.000008112372,0.000013593585,0.000003625122,0.000002582491,0.000012915998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816036,0.00018549587,0.00022202535,0.00033438785,0.00066198484,0.00043576362],"domain_scores_gemma":[0.9988742,0.00039039,0.00011438425,0.00022049685,0.00031243727,0.00008809412],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0071433308,0.00008532686,0.00019154014,0.002014267,0.0021096123,0.0007748672,0.00065519527,0.000053219344,0.000020145213],"category_scores_gemma":[0.0026512353,0.00006176457,0.000010976324,0.0094215805,0.041492924,0.0011393263,0.00052361086,0.00019237114,1.6370524e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001127431,0.000022972035,0.72182345,0.000013632143,0.000005508043,9.9254436e-8,0.15614468,0.0000010875171,0.00011635899,0.121553145,0.0000021737264,0.0003056139],"study_design_scores_gemma":[0.0006638598,0.000059230035,0.5429751,0.000081333405,0.000011923271,8.612871e-7,0.40154138,0.025824664,0.00003199603,0.028618902,0.000049421575,0.00014129154],"about_ca_topic_score_codex":0.007811963,"about_ca_topic_score_gemma":0.034172554,"teacher_disagreement_score":0.24539669,"about_ca_system_score_codex":0.00025967264,"about_ca_system_score_gemma":0.00027655176,"threshold_uncertainty_score":0.9991895},"labels":[],"label_agreement":null},{"id":"W2885910070","doi":"10.1177/1075547018792572","title":"Inspired by the Cosmos: Strategies for Public Engagement in Nonpolicy Contexts","year":2018,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Waterloo; National Aeronautics and Space Administration","keywords":"Public engagement; Publics; Scholarship; Storytelling; Agency (philosophy); Sociology; Science communication; Public relations; Analogy; Political science; Science education; Epistemology; Social science; Narrative; Pedagogy; Politics","score_opus":0.5501013379390275,"score_gpt":0.5100533415561929,"score_spread":0.04004799638283463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885910070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55053395,0.000970138,0.0012866355,0.12901403,0.00036440586,0.002200464,0.000029927982,0.00019182282,0.31540862],"genre_scores_gemma":[0.996385,0.0016089099,0.00041638158,0.0010671031,0.00005756595,0.00020150925,0.00003044436,0.000005112751,0.00022801191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843717,0.00056423026,0.00021114161,0.00016447443,0.0003110552,0.00031190837],"domain_scores_gemma":[0.99811906,0.00035171708,0.00012216551,0.0009323007,0.00040792508,0.00006685497],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005821251,0.00006962673,0.000076097356,0.00012608514,0.0031678327,0.0005358069,0.002121249,0.000047856272,0.0001490209],"category_scores_gemma":[0.0007310899,0.00005785331,0.000026154165,0.0010264738,0.0032413101,0.0009542184,0.00024469328,0.0001338766,0.000041933603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017126444,0.0001759927,0.001838299,0.0000064150563,0.0000033812182,1.566138e-8,0.20213081,0.0000013621363,0.0059385705,0.6238858,0.0077834087,0.1582188],"study_design_scores_gemma":[0.00053795666,0.00008767882,0.014743979,0.000040856954,0.000004751717,2.9071717e-7,0.13813137,0.0011777442,0.0002009965,0.029338626,0.81552327,0.00021246416],"about_ca_topic_score_codex":0.0027330322,"about_ca_topic_score_gemma":0.0375974,"teacher_disagreement_score":0.80773985,"about_ca_system_score_codex":0.00029184847,"about_ca_system_score_gemma":0.0004490361,"threshold_uncertainty_score":0.9994713},"labels":[],"label_agreement":null},{"id":"W2887015072","doi":"10.1386/macp.14.2.243_7","title":"Media use and climate change concern","year":2018,"lang":"en","type":"article","venue":"International Journal of Media and Cultural Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Climate change; Political science; Environmental science; Geology; Oceanography","score_opus":0.5461040062195633,"score_gpt":0.4800397904898479,"score_spread":0.06606421572971544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887015072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837317,0.0004116804,0.0000034789919,0.012122591,0.0014519524,0.000038548813,0.000048202866,0.000009242412,0.002182595],"genre_scores_gemma":[0.96699023,0.027964132,0.00018470717,0.0010893467,0.0037111223,7.9569145e-7,0.000013142668,0.0000035218848,0.000042968877],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992384,0.000078134115,0.00018351137,0.000051288935,0.00031906314,0.00012964224],"domain_scores_gemma":[0.99869144,0.00022879333,0.00013780306,0.000040530034,0.0007455779,0.00015588246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026391595,0.000054767013,0.00008943084,0.00005390417,0.00016296312,0.00016761046,0.00017202143,0.00005379185,0.00018713449],"category_scores_gemma":[0.0005494307,0.000042155276,0.000029753408,0.000033922683,0.00049929996,0.0005422458,0.000056941655,0.00009354487,0.000009406146],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093082715,0.00008057813,0.070346706,0.000011410893,0.000088577115,0.000026398315,0.57899153,5.5201465e-8,0.00078086223,0.26673028,0.0033096324,0.079540916],"study_design_scores_gemma":[0.0019247377,0.0001791761,0.37207893,0.00038563536,0.00009173476,0.00025407027,0.08847364,0.00009447637,0.00016159269,0.010660178,0.5253147,0.0003811796],"about_ca_topic_score_codex":0.00032547247,"about_ca_topic_score_gemma":0.0013234033,"teacher_disagreement_score":0.522005,"about_ca_system_score_codex":0.000048871516,"about_ca_system_score_gemma":0.000020884278,"threshold_uncertainty_score":0.20489915},"labels":[],"label_agreement":null},{"id":"W2888644244","doi":"10.3389/fcomm.2018.00037","title":"The “Danger” of Consensus Messaging: Or, Why to Shift From Skeptic-First to Migration-First Approaches","year":2018,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Scientific consensus; Skepticism; Climate change; Political science; Global warming; Public relations; Science communication; Environmental ethics; Epistemology; Law; Ecology","score_opus":0.3406120149901539,"score_gpt":0.39172626013327067,"score_spread":0.05111424514311674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888644244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45695308,0.0026724448,0.015011795,0.44086242,0.0013479408,0.002500576,0.0000795898,0.00021262525,0.08035954],"genre_scores_gemma":[0.97512084,0.003306814,0.02015459,0.00072766497,0.00009918396,0.00014205601,0.000056037832,0.000015931375,0.00037686722],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982495,0.0006073551,0.00040062098,0.00020237114,0.00029584902,0.00024430983],"domain_scores_gemma":[0.9974677,0.0006678714,0.00017103953,0.001408964,0.00016881463,0.00011560433],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0013649204,0.0001198482,0.00019024913,0.00012747744,0.0013552548,0.00012834271,0.0013803303,0.00011245366,0.00012137929],"category_scores_gemma":[0.00061786297,0.00010238982,0.000048120815,0.00070069643,0.000589639,0.00011346499,0.0002717501,0.00015498386,0.000053881362],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007153406,0.00036028353,0.076835856,0.000026841099,0.00007228129,4.5285955e-7,0.58728224,0.00020673554,0.00012015187,0.012908885,0.2702679,0.05120306],"study_design_scores_gemma":[0.0002974649,0.00007653176,0.031081995,0.00013915954,0.000018529745,1.7242027e-7,0.073443376,0.0017431346,0.00006037417,0.0034635863,0.889458,0.00021765628],"about_ca_topic_score_codex":0.011250031,"about_ca_topic_score_gemma":0.40318063,"teacher_disagreement_score":0.6191901,"about_ca_system_score_codex":0.00025514897,"about_ca_system_score_gemma":0.000075837765,"threshold_uncertainty_score":0.99994487},"labels":[],"label_agreement":null},{"id":"W2889396445","doi":"10.1007/s10668-018-0244-6","title":"A characterization of media representation of biodiversity and implications for public perceptions and environmental policy: the case of Québec, Canada","year":2018,"lang":"en","type":"article","venue":"Environment Development and Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Institut National de la Recherche Scientifique; Université de Montréal; University of Guelph","funders":"","keywords":"Characterization (materials science); Representation (politics); Biodiversity; Perception; Environmental policy; Environmental resource management; Political science; Environmental planning; Geography; Environmental science; Psychology; Ecology; Biology; Physics","score_opus":0.10443234303762294,"score_gpt":0.3278543807090144,"score_spread":0.22342203767139146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889396445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98755187,0.000034466088,0.00020075277,0.011659951,0.000008772793,0.00039389436,0.00011257208,0.000002596426,0.000035153153],"genre_scores_gemma":[0.9987505,0.0009197118,0.0001250983,0.000034663142,0.000012074787,0.000024728073,0.00010270168,0.0000016694227,0.000028857807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994398,0.00010038468,0.00018385184,0.00011659185,0.00007364382,0.000085763306],"domain_scores_gemma":[0.999499,0.00014559689,0.000121731486,0.00014019769,0.000043477532,0.000049954844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003279611,0.000050697075,0.00008949816,0.00004132902,0.00050091126,0.000008087287,0.000057562593,0.000032182368,0.000060525537],"category_scores_gemma":[0.00013298355,0.000045306046,0.000012463614,0.00006749395,0.0009055702,0.00008844955,0.00008661038,0.000022599248,6.949666e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026749047,0.00010585105,0.7826546,0.00007001817,0.000019865876,1.5490426e-7,0.121150106,2.3829121e-7,0.0032843594,0.0018160159,0.00004550296,0.09082654],"study_design_scores_gemma":[0.0001399839,0.000016583524,0.92667603,0.0000019524089,0.0000118847265,0.0000014203274,0.0654279,0.000014953015,0.00021674398,0.00028083238,0.0071632545,0.000048480862],"about_ca_topic_score_codex":0.18091787,"about_ca_topic_score_gemma":0.5096315,"teacher_disagreement_score":0.32871363,"about_ca_system_score_codex":0.00027510725,"about_ca_system_score_gemma":0.00029724286,"threshold_uncertainty_score":0.82453644},"labels":[],"label_agreement":null},{"id":"W2889471182","doi":"10.1016/j.erss.2018.07.022","title":"Social mobilization on climate change and energy: An evaluation of research projects in British Columbia, Canada","year":2018,"lang":"en","type":"article","venue":"Energy Research & Social Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Grassroots; Climate change; Community engagement; Political science; Community mobilization; Government (linguistics); Public engagement; Public relations; Political economy of climate change; Social change; Scale (ratio); Climate change mitigation; Social engagement; Environmental resource management; Environmental planning; Public administration; Geography; Politics; Economics","score_opus":0.7367571888988769,"score_gpt":0.576922254392054,"score_spread":0.15983493450682285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889471182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9128438,0.0000638333,8.0124966e-7,0.0013645246,0.00011015287,0.00027985277,0.000015962461,0.000020318497,0.08530075],"genre_scores_gemma":[0.99701893,0.0015572073,0.000007817394,0.00010548524,0.00073873746,0.0002278003,0.000021684045,0.000009038544,0.0003132939],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9905183,0.0037038543,0.00022653193,0.00044790417,0.0042568846,0.0008465284],"domain_scores_gemma":[0.99622756,0.00023500857,0.000077690034,0.00020356054,0.0030795434,0.00017663056],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.023421852,0.000061235805,0.00013766305,0.00031189548,0.005401609,0.0005209298,0.0006570742,0.00013209324,0.0002691629],"category_scores_gemma":[0.0012571962,0.000093454764,0.000017512008,0.0038469164,0.0047355336,0.000603303,0.0002793305,0.0002457298,0.0000015992323],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004649652,0.0003645528,0.025065878,0.000027186936,0.0000034083098,0.0000027712,0.08859773,8.7456755e-7,0.0016623181,0.083717674,0.0021872483,0.79832387],"study_design_scores_gemma":[0.0012647721,0.0007541593,0.7742428,0.00024257026,0.000009781991,0.0000014225243,0.15143424,0.0047347634,0.0002743792,0.013590677,0.052902788,0.00054763124],"about_ca_topic_score_codex":0.981489,"about_ca_topic_score_gemma":0.999402,"teacher_disagreement_score":0.7977762,"about_ca_system_score_codex":0.0015521649,"about_ca_system_score_gemma":0.0027689543,"threshold_uncertainty_score":0.997973},"labels":[],"label_agreement":null},{"id":"W2889928422","doi":"10.1002/gch2.201800018","title":"Supporting Scientific Advice through a Boundary Organization","year":2018,"lang":"en","type":"review","venue":"Global Challenges","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stakeholder engagement; Stakeholder; Public relations; Discipline; Natural resource management; Political science; Function (biology); Politics; Resource (disambiguation); Natural resource; Structuring; Knowledge management; Sociology; Computer science; Law","score_opus":0.5819143482867335,"score_gpt":0.5395737754777451,"score_spread":0.0423405728089884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889928422","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004010441,0.86811197,0.000009764415,0.00089674135,0.0011828839,0.00040986863,0.000084393934,0.000343205,0.12895718],"genre_scores_gemma":[0.00002012439,0.9970519,0.00021083957,0.000064921216,0.0009318142,0.000026647973,0.0006410638,0.00002876219,0.0010239291],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974088,0.0006405182,0.00047984938,0.00052281667,0.000480113,0.00046790496],"domain_scores_gemma":[0.99819875,0.00009922993,0.00048017903,0.00065932196,0.00044582962,0.000116676965],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012864933,0.00026454625,0.00059033564,0.00006376256,0.0017431462,0.00048455608,0.0008623963,0.0004505569,0.0015787312],"category_scores_gemma":[0.00052036345,0.00025594461,0.00018470343,0.0010331857,0.00066923443,0.00033743298,0.00026531809,0.0001874035,0.001901238],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.470089e-7,0.000045432833,0.0000032771745,0.0023710488,0.000023887633,0.0000013122616,0.015948543,8.56306e-9,1.5050258e-8,0.008592137,0.009065593,0.9639481],"study_design_scores_gemma":[0.000039903167,0.000012648557,0.00000502694,0.002104913,0.000116872856,0.0000059590157,0.006489403,3.314742e-7,1.4325477e-8,0.0010405921,0.98993117,0.00025316604],"about_ca_topic_score_codex":0.00026774168,"about_ca_topic_score_gemma":0.006601558,"teacher_disagreement_score":0.9808656,"about_ca_system_score_codex":0.0006397271,"about_ca_system_score_gemma":0.0007326229,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W2889967009","doi":"10.5751/es-10287-230342","title":"Exploring youth activism on climate change: dutiful, disruptive, and dangerous dissent","year":2018,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":423,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Dissent; Climate change; Political science; Political economy; Politics; Sociology; Ecology; Law","score_opus":0.5978349377309773,"score_gpt":0.4383701316506799,"score_spread":0.1594648060802974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889967009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853251,0.000068913985,0.000004995757,0.003822421,0.00031844727,0.00015676729,0.000014525492,0.000057208294,0.010231649],"genre_scores_gemma":[0.96866536,0.029718725,0.00006661711,0.00096020615,0.00041786008,0.000050939107,0.000012292923,0.0000064179117,0.00010156575],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9993009,0.0001433705,0.00007708632,0.00017351909,0.0000714959,0.00023362113],"domain_scores_gemma":[0.9995995,0.00012380253,0.000044857094,0.0001185379,0.00003310233,0.000080159494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042281474,0.00007660946,0.00010303539,0.000016976259,0.0012851373,0.00003687622,0.00007338606,0.000103887956,0.00012616742],"category_scores_gemma":[0.000032192165,0.000072572475,0.00003600198,0.000075816155,0.00066953717,0.00020694117,0.00009568871,0.00012289861,0.000028534596],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029917346,0.00008498792,0.02291395,0.00001340377,0.000017524784,6.1533524e-7,0.932873,2.4750056e-8,0.00009958234,0.008888668,0.00034023303,0.034738097],"study_design_scores_gemma":[0.0004495162,0.0002649724,0.66721827,0.00003239664,0.000030713945,0.00000139119,0.30595684,0.000038520015,0.000033146953,0.00039223616,0.025345087,0.00023687485],"about_ca_topic_score_codex":0.00015963808,"about_ca_topic_score_gemma":0.0016787268,"teacher_disagreement_score":0.64430434,"about_ca_system_score_codex":0.00004983559,"about_ca_system_score_gemma":0.000008220063,"threshold_uncertainty_score":0.98843664},"labels":[],"label_agreement":null},{"id":"W2890024979","doi":"10.1038/d41586-018-06615-7","title":"How Earth-observation scientists are weathering budget cuts and political scepticism","year":2018,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Skepticism; Forging; Weathering; Politics; Earth (classical element); Earth science; Political science; Climate change; Environmental ethics; Astrobiology; Geology; Engineering; Law; Epistemology; Geomorphology; Oceanography; Philosophy; Biology; Mechanical engineering","score_opus":0.20793470765232752,"score_gpt":0.4194079939520119,"score_spread":0.21147328629968437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890024979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90083724,0.0002942846,0.00006604551,0.054443084,0.0005775809,0.00015172837,0.000013318439,0.00010253081,0.0435142],"genre_scores_gemma":[0.9918206,0.00019055474,0.0005796582,0.0016899694,0.0005903693,0.0000034897228,0.000012772669,0.0000061773526,0.0051064487],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926794,0.000084353596,0.0000569688,0.00014398155,0.00023004261,0.00021669873],"domain_scores_gemma":[0.99947464,0.000041866962,0.000038241065,0.0001645804,0.00017397829,0.00010666801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030467496,0.000057767076,0.00006518156,0.000047615453,0.0005853047,0.00023631802,0.00015030925,0.00043929403,0.00027382298],"category_scores_gemma":[0.0002789312,0.000055686105,0.000020653659,0.00019900614,0.00035835177,0.000232208,0.00005492454,0.00040858006,0.000035338973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040254305,0.00015106857,0.106814474,0.000075633994,0.000020648953,0.0000048292222,0.0688956,1.5930141e-7,0.017303085,0.7050092,0.01759937,0.08408564],"study_design_scores_gemma":[0.00019382423,0.000028092529,0.27064186,0.000060733582,0.0000077467885,0.000002193214,0.009997328,0.0001195223,0.00019538186,0.0028551137,0.71574837,0.00014986476],"about_ca_topic_score_codex":0.00009721379,"about_ca_topic_score_gemma":0.0035754242,"teacher_disagreement_score":0.7021541,"about_ca_system_score_codex":0.000045422537,"about_ca_system_score_gemma":0.000022254533,"threshold_uncertainty_score":0.450175},"labels":[],"label_agreement":null},{"id":"W2891499750","doi":"","title":"The day I should have died","year":2017,"lang":"en","type":"article","venue":"The New Scientist","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mount; Volcano; Geology; Morning; Archaeology; Meteorology; Seismology; Geography; Engineering; Astronomy","score_opus":0.599901741739716,"score_gpt":0.5176648744169287,"score_spread":0.08223686732278734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891499750","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011071242,0.00021593831,0.00012521447,0.19251685,0.0019912056,0.000228849,0.0000055870787,0.00005248382,0.79379267],"genre_scores_gemma":[0.8595537,0.0015029572,0.00002441926,0.0005087472,0.0004882287,0.000006558898,0.0000034266757,0.0000045628626,0.13790737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913156,0.00021264057,0.00007650348,0.00009594152,0.0002909596,0.00019238752],"domain_scores_gemma":[0.9985965,0.00021566381,0.000094230534,0.00097332994,0.0000452564,0.00007504065],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0026283253,0.000043431246,0.000042627973,0.000011009786,0.011430341,0.001269499,0.001734688,0.000029740395,0.00056762155],"category_scores_gemma":[0.0005789559,0.000023848197,0.000040433595,0.000053110565,0.001189477,0.00015094168,0.00022993695,0.000092622264,0.00037055655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116553665,0.000027789736,0.0027895034,0.0000016272622,0.000008858117,6.481577e-7,0.069552295,0.0000011545076,0.00067172816,0.16412029,0.37751836,0.3852961],"study_design_scores_gemma":[0.000073410556,0.0000028818686,0.023188412,0.0000051403017,0.0000041730505,2.2115813e-7,0.003015657,0.00006295385,0.000015778067,0.0056035263,0.9679855,0.000042353033],"about_ca_topic_score_codex":0.004446238,"about_ca_topic_score_gemma":0.09441352,"teacher_disagreement_score":0.8484825,"about_ca_system_score_codex":0.000041199313,"about_ca_system_score_gemma":0.000057726607,"threshold_uncertainty_score":0.9997673},"labels":[],"label_agreement":null},{"id":"W2891979380","doi":"10.22323/2.17030208","title":"Digging deeper? Muddling through? How environmental activists make sense and use of science —an exploratory study","year":2018,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Relevance (law); Context (archaeology); Citizen science; Science communication; Sociology; Public relations; Situational ethics; Work (physics); Field (mathematics); Engineering ethics; Political science; Psychology; Engineering; Science education; Social psychology; Geography","score_opus":0.4454020205540797,"score_gpt":0.45317691245146574,"score_spread":0.00777489189738606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891979380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980493,0.00013866706,0.00020915277,0.0008561636,0.00014508862,0.00017231285,0.0000015412558,0.000012230613,0.00041551777],"genre_scores_gemma":[0.9935714,0.0027275695,0.0035401173,0.00006918102,0.00006679599,0.000002287143,8.5306095e-7,0.0000059834674,0.000015804075],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978625,0.00048572329,0.00031375457,0.00017142922,0.00094315625,0.00022341093],"domain_scores_gemma":[0.9978372,0.00020392962,0.0005990037,0.00072659686,0.00047516375,0.00015814911],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0058670063,0.00008637892,0.00015263457,0.00030414588,0.0026904321,0.00040449784,0.0009476988,0.00003548216,0.000024540983],"category_scores_gemma":[0.00061428396,0.00008021343,0.0000300826,0.0008040638,0.011351586,0.0048984876,0.00042233904,0.00020214518,0.000002129509],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047204434,0.0005584655,0.02354053,0.00000471915,0.0000069132625,0.0000011927509,0.736169,0.000009604748,0.20964606,0.00080953614,0.000014125762,0.029192667],"study_design_scores_gemma":[0.00052170083,0.00064303493,0.14203413,0.00014969132,0.000035611407,0.00003148218,0.8453445,0.0011648259,0.005249935,0.0007054832,0.003862234,0.00025740176],"about_ca_topic_score_codex":0.00013111814,"about_ca_topic_score_gemma":0.0011597689,"teacher_disagreement_score":0.20439613,"about_ca_system_score_codex":0.0002972118,"about_ca_system_score_gemma":0.0002710953,"threshold_uncertainty_score":0.99860793},"labels":[],"label_agreement":null},{"id":"W2893814561","doi":"10.1167/18.10.1128","title":"Motivated attention in the perception and action of climate change","year":2018,"lang":"en","type":"article","venue":"Journal of Vision","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology and political orientation; Climate change; Skepticism; Perception; Politics; Psychology; Social psychology; Political science; Law","score_opus":0.44187291478951585,"score_gpt":0.5043214060538859,"score_spread":0.06244849126437002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893814561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99396276,0.00005253752,0.000025919966,0.0035805048,0.00016007655,0.00009090422,9.2997044e-7,0.0000035170099,0.0021228297],"genre_scores_gemma":[0.98369205,0.01578962,0.00008485848,0.000095479125,0.0003236741,0.0000010104095,0.000002098866,0.000002362984,0.000008844715],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99912,0.0003371055,0.00021143681,0.00004066257,0.0002177033,0.00007310599],"domain_scores_gemma":[0.99942577,0.000056072564,0.00024624955,0.00007388238,0.00017652047,0.000021515023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016704958,0.00003395441,0.00007388505,0.00012184241,0.00017216698,0.00002723429,0.00010384717,0.000052856267,0.00014775568],"category_scores_gemma":[0.0000711147,0.000023632512,0.000032513988,0.00019499101,0.00011862539,0.0003639805,0.000018443428,0.00009213466,0.00000638241],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023280937,0.0002836473,0.056306567,0.000040602077,0.000005568715,0.0000010447445,0.16233446,4.5265128e-7,0.09902603,0.00092000735,0.00040095116,0.6804479],"study_design_scores_gemma":[0.00024345661,0.00024153719,0.9694341,0.00014187288,0.000007897304,0.000005091107,0.025977504,0.00011794628,0.000014735749,0.00022800887,0.0035586301,0.000029250421],"about_ca_topic_score_codex":0.00018640015,"about_ca_topic_score_gemma":0.0008885601,"teacher_disagreement_score":0.9131275,"about_ca_system_score_codex":0.000047166177,"about_ca_system_score_gemma":0.0000075487474,"threshold_uncertainty_score":0.16178212},"labels":[],"label_agreement":null},{"id":"W2899501770","doi":"10.1177/0963662518809804","title":"Do newspapers preferentially cover biomedical studies involving national scientists?","year":2018,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Cover (algebra); Political science; Library science; Engineering ethics; Sociology; Media studies; Computer science; Engineering","score_opus":0.7927431899398841,"score_gpt":0.51843480275747,"score_spread":0.2743083871824141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899501770","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28090662,0.00040822686,0.006330991,0.02139699,0.0034653072,0.00043558047,0.000025077368,0.00021637027,0.68681484],"genre_scores_gemma":[0.9975758,0.0009972668,0.0005770121,0.00018814008,0.00017538402,0.0000039979373,0.0000042497877,0.0000041017674,0.00047400105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99734324,0.00010465493,0.00022417115,0.00027759717,0.0016777125,0.00037263735],"domain_scores_gemma":[0.99832094,0.00020677742,0.00015193567,0.00019051477,0.0009401744,0.00018967505],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0044300985,0.00007542737,0.00011410135,0.0005211717,0.002815588,0.00040104947,0.0008128229,0.00005091073,0.0015382138],"category_scores_gemma":[0.0025437193,0.00007004298,0.00003778578,0.0021595946,0.018263068,0.0010985531,0.0002718414,0.00007937251,0.00005684313],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008152768,0.000106738786,0.0023343803,0.000021235535,0.00001942236,1.4062375e-7,0.0963675,5.312024e-7,0.009970365,0.8796896,0.010070709,0.0014112554],"study_design_scores_gemma":[0.0011641701,0.00028888852,0.009960643,0.00037401597,0.00003016146,0.0000035506016,0.60582894,0.0010124757,0.00038505788,0.1382309,0.24201468,0.0007065098],"about_ca_topic_score_codex":0.000102351594,"about_ca_topic_score_gemma":0.00089458545,"teacher_disagreement_score":0.74145865,"about_ca_system_score_codex":0.0012385978,"about_ca_system_score_gemma":0.0010265714,"threshold_uncertainty_score":0.9993745},"labels":[],"label_agreement":null},{"id":"W2899773822","doi":"10.1007/s13412-018-0525-2","title":"Bringing climate scientist’s tools into classrooms to improve conceptual understandings","year":2018,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Climate change; Sustainable development; Process (computing); Political science; Engineering ethics; Sociology; Computer science; Engineering; Ecology","score_opus":0.3926190874642936,"score_gpt":0.44359834215609895,"score_spread":0.050979254691805365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899773822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881349,0.0012547681,0.00009065969,0.0037657055,0.00066340825,0.000092281436,0.0000047753806,0.0000066746675,0.0059868214],"genre_scores_gemma":[0.9862141,0.011912389,0.0010048355,0.00042506814,0.00027264014,0.0000012523922,1.8580285e-7,0.0000027772296,0.0001667666],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988915,0.00007148258,0.00023665004,0.00014275649,0.0004155524,0.00024206261],"domain_scores_gemma":[0.9994764,0.00012513754,0.00017791422,0.000061686944,0.000030275029,0.00012861709],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016569663,0.000074071984,0.00014773596,0.00008779478,0.0021792795,0.00018260391,0.000256793,0.000026577382,0.00026143898],"category_scores_gemma":[0.00012954159,0.0000579036,0.00004259762,0.00018073093,0.0040398333,0.00047179748,0.00023488513,0.00006907235,0.000018484929],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009624884,0.00015653181,0.07822717,0.00003208062,0.00009465489,0.000006222839,0.6612655,0.000008659439,0.037670907,0.023053633,0.0028239354,0.19656447],"study_design_scores_gemma":[0.00036550986,0.00097831,0.034673817,0.00012483637,0.000025377063,0.000009981524,0.8644328,0.00003175214,0.00019144386,0.0016969644,0.097256765,0.0002124158],"about_ca_topic_score_codex":0.000045921297,"about_ca_topic_score_gemma":0.00042622729,"teacher_disagreement_score":0.20316733,"about_ca_system_score_codex":0.00023610167,"about_ca_system_score_gemma":0.000020263247,"threshold_uncertainty_score":0.99911976},"labels":[],"label_agreement":null},{"id":"W2899794594","doi":"10.4000/ere.730","title":"Les défis éducatifs du changement climatique : La pertinence de la dimension sociale","year":2016,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.2156830842193143,"score_gpt":0.41413375869393104,"score_spread":0.19845067447461673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899794594","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24741508,0.003720374,0.010821964,0.47717974,0.0014894486,0.0010245008,0.00007287114,0.00013002098,0.258146],"genre_scores_gemma":[0.8883936,0.06701291,0.0018262775,0.0007765274,0.00058799406,0.00033339378,0.00005635164,0.00004078442,0.040972166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937712,0.0044316608,0.00047406662,0.00043228638,0.00042745657,0.00046334002],"domain_scores_gemma":[0.99678874,0.0019852924,0.0004202837,0.00045142855,0.00014354633,0.00021070553],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003562139,0.0002813243,0.00021834564,0.00011502418,0.0010883968,0.000086406886,0.0003449778,0.000364419,0.0128920935],"category_scores_gemma":[0.0007228757,0.00024819447,0.00014386843,0.00027664274,0.0013691637,0.00049058616,0.00018851919,0.00026667383,0.0009820636],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001546658,0.0012225639,0.010012708,0.0000665987,0.00007190117,0.0000014011549,0.2076474,0.0000059967447,0.0034325477,0.5282563,0.014487611,0.23477952],"study_design_scores_gemma":[0.000515908,0.00007766136,0.055901833,0.0004320282,0.000080758145,0.000003000961,0.016953846,0.000094976036,0.00013260513,0.006123601,0.919341,0.00034274015],"about_ca_topic_score_codex":0.0025110962,"about_ca_topic_score_gemma":0.0014671179,"teacher_disagreement_score":0.9048534,"about_ca_system_score_codex":0.0039187185,"about_ca_system_score_gemma":0.0003062644,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W2901515436","doi":"10.1177/2167479518811381","title":"Journalism, Environmental Issues, and Sport Mega-Events: A Study of South Korean Media Coverage of the Mount Gariwang Development for the 2018 PyeongChang Winter Olympic and Paralympic Games","year":2018,"lang":"en","type":"article","venue":"Communication & Sport","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mainstream; Journalism; Alternative media; Political science; Media coverage; Citizen journalism; Language change; News media; Mount; Government (linguistics); Public relations; Media studies; Advertising; Sociology; Engineering; Business; Law","score_opus":0.1537939660753026,"score_gpt":0.3676736266348544,"score_spread":0.21387966055955182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901515436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954888,0.0016818291,0.000026804333,0.0015569853,0.00008658942,0.00071621744,0.000015606907,0.000011091095,0.0004160598],"genre_scores_gemma":[0.9915066,0.0078196805,0.00017143297,0.00012905519,0.000055493925,0.00005573055,0.000034191315,0.000011312487,0.00021650128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889207,0.00012460485,0.00040488425,0.0001349165,0.0003069384,0.00013659766],"domain_scores_gemma":[0.9985674,0.000113467504,0.00040490422,0.000786714,0.00007575075,0.000051761697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012701148,0.0001090593,0.00019295016,0.000049096667,0.00076255837,0.000031274703,0.0006612626,0.000056976856,0.00016197437],"category_scores_gemma":[0.000037386886,0.000075136224,0.000045006742,0.00010850542,0.0006444603,0.00013084439,0.00034751635,0.000099367084,0.000001971811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007665774,0.00035012417,0.5550778,0.000015711623,0.00008148966,1.2627049e-7,0.41810137,0.0000013000993,0.00013743728,0.00079936255,0.00018426403,0.025174342],"study_design_scores_gemma":[0.000630305,0.000054428034,0.86833686,0.0000714915,0.00006635222,0.0000019133702,0.08305374,0.000037479524,0.00007038325,0.00018902068,0.04738413,0.00010392303],"about_ca_topic_score_codex":0.0007909321,"about_ca_topic_score_gemma":0.005460597,"teacher_disagreement_score":0.33504763,"about_ca_system_score_codex":0.00010534863,"about_ca_system_score_gemma":0.00004949307,"threshold_uncertainty_score":0.58650595},"labels":[],"label_agreement":null},{"id":"W2902049701","doi":"10.60082/2817-5069.3294","title":"Why Dissent Matters: Because Some People See Things the Rest of Us Miss, by William Kaplan","year":2018,"lang":"en","type":"article","venue":"Osgoode Hall law journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Rest (music); Opposition (politics); Looming; Face (sociological concept); Dissent; Environmental movement; Criticism; Law; Political science; Sociology; History; Social science; Psychology; Philosophy; Politics","score_opus":0.14659376693907195,"score_gpt":0.37736923952043755,"score_spread":0.2307754725813656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902049701","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23564993,0.0015265662,0.0002548685,0.31631368,0.0017536363,0.0005337345,0.00011240504,0.00013609356,0.44371906],"genre_scores_gemma":[0.9859112,0.0033842148,0.00016182044,0.009127241,0.0006629212,0.000004205581,0.000021487538,0.000015429952,0.0007114663],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856883,0.00035620874,0.00027523312,0.000114881055,0.00041759014,0.00026724068],"domain_scores_gemma":[0.9989838,0.00013761499,0.00025001902,0.00032119354,0.00015690844,0.00015046692],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009134487,0.00010200024,0.00014259551,0.000030311709,0.0016266551,0.00022620443,0.00063728547,0.000084202235,0.0022023057],"category_scores_gemma":[0.000054282325,0.0000746374,0.00008694415,0.00012527024,0.00052347,0.0004815168,0.00008013512,0.00026959297,0.000107772736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013793197,0.0005098526,0.0083818445,0.000050051916,0.00011390913,0.0000064210153,0.2524834,0.0000036087822,0.015929686,0.17904776,0.53956217,0.0037733389],"study_design_scores_gemma":[0.00042060006,0.00012044683,0.004244547,0.00015829034,0.000047014928,0.000048337555,0.02025393,0.000036550166,0.0002987405,0.017187728,0.9569527,0.00023115014],"about_ca_topic_score_codex":0.061985433,"about_ca_topic_score_gemma":0.45822108,"teacher_disagreement_score":0.7502613,"about_ca_system_score_codex":0.00008354973,"about_ca_system_score_gemma":0.00003201984,"threshold_uncertainty_score":0.99967307},"labels":[],"label_agreement":null},{"id":"W2902134163","doi":"10.1130/abs/2018am-319985","title":"TIME SCAVENGERS: A COLLABORATIVE ENDEAVOR TO DISSEMINATE COMPLEX SCIENCE TO INCREASE PUBLIC LITERACY ON CLIMATE CHANGE AND EVOLUTION","year":2018,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Northwood","funders":"","keywords":"Dissemination; Scientific literacy; Climate change; Literacy; Computer science; Political science; Science education; Sociology; Mathematics education; Psychology; Ecology; Telecommunications; Biology; Pedagogy","score_opus":0.1828218601004848,"score_gpt":0.39967686817566445,"score_spread":0.21685500807517966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902134163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690253,0.000034718265,0.000052601798,0.01832345,0.00003112464,0.0012945043,0.0000312844,0.00018053626,0.011026481],"genre_scores_gemma":[0.98061806,0.00030348462,0.016178595,0.0024910315,0.00013542172,0.00017494507,0.00003818751,0.000009018467,0.000051272385],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979715,0.00017309673,0.0002538485,0.00044280975,0.0005302849,0.00062849274],"domain_scores_gemma":[0.99792755,0.00018940306,0.00022103495,0.00029705826,0.0008395426,0.0005254173],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010689741,0.0001749115,0.0002572598,0.000080964135,0.0011498932,0.00020925715,0.0004173495,0.000099624674,0.00028544856],"category_scores_gemma":[0.00031962933,0.00013654758,0.000053773743,0.0018413534,0.0044728415,0.00045651384,0.00024821266,0.00014996674,0.00014491666],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044547938,0.0012060632,0.014128424,0.00004620898,0.000034104483,0.0000021338062,0.17876795,0.0000034798047,0.0024741641,0.0010199065,0.001366476,0.80050564],"study_design_scores_gemma":[0.0006992721,0.0075033116,0.78450996,0.00038492962,0.000036870268,0.000004216692,0.069950126,0.0011087301,0.00007887143,0.000268918,0.13469926,0.000755532],"about_ca_topic_score_codex":0.0014191932,"about_ca_topic_score_gemma":0.00024879817,"teacher_disagreement_score":0.7997501,"about_ca_system_score_codex":0.00018263742,"about_ca_system_score_gemma":0.00009273358,"threshold_uncertainty_score":0.9982364},"labels":[],"label_agreement":null},{"id":"W2902632797","doi":"10.1177/1075547018816456","title":"Science Communication Is Culture: Foregrounding Ritual in the Public Communication of Science","year":2018,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Foregrounding; Science communication; Dialogic; Sociology; Field (mathematics); Relevance (law); Communication studies; Communication sciences; Epistemology; Humanism; Public awareness of science; Models of communication; Social science; Media studies; Communication; Political science; Science education; Pedagogy; Art; Literature","score_opus":0.4797363050331827,"score_gpt":0.5078256090987181,"score_spread":0.028089304065535392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902632797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7115309,0.0014310129,0.00019398745,0.034463435,0.00027679853,0.001156389,0.000010157618,0.00013727584,0.25080004],"genre_scores_gemma":[0.98648536,0.007969321,0.0045104763,0.0006885628,0.0000437403,0.00006617497,0.000025916077,0.000010703177,0.00019976131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9943974,0.0011759469,0.0006959771,0.0005102769,0.0024080828,0.0008122875],"domain_scores_gemma":[0.99051225,0.000510113,0.00061281445,0.005270355,0.0028946127,0.00019987092],"candidate_categories":["metaresearch","sts","scholarly_communication","open_science"],"consensus_categories":["sts"],"category_scores_codex":[0.031740718,0.00018833541,0.00022057674,0.0014681416,0.012505621,0.0012153927,0.015731815,0.000114746224,0.00018027842],"category_scores_gemma":[0.0033038007,0.00016253443,0.000067033005,0.015806098,0.064399816,0.0055210264,0.0018435254,0.0005325214,0.00007628042],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012861715,0.00028120077,0.004753198,0.000008904447,0.0000022276292,5.076441e-8,0.36487642,0.000001133892,0.01567069,0.5964032,0.00060694484,0.017383214],"study_design_scores_gemma":[0.0015296966,0.00041180023,0.13328537,0.00075378036,0.000046870064,0.000021692365,0.62880576,0.0068914182,0.008703379,0.061698843,0.15662982,0.0012215598],"about_ca_topic_score_codex":0.0022768986,"about_ca_topic_score_gemma":0.0095872395,"teacher_disagreement_score":0.5347043,"about_ca_system_score_codex":0.0010683968,"about_ca_system_score_gemma":0.0022343704,"threshold_uncertainty_score":0.9998214},"labels":[],"label_agreement":null},{"id":"W2903495134","doi":"10.5334/kula.59","title":"The Dark Mountain Project","year":2018,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anthropocene; Theme (computing); Endangered species; Relevance (law); Geography; History; Environmental ethics; Ecology; Political science; Habitat; Computer science; Philosophy","score_opus":0.4866575416811611,"score_gpt":0.5662506886326213,"score_spread":0.07959314695146019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903495134","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11977773,0.00675561,0.00039355207,0.021784268,0.0006074937,0.0009992088,0.000009985381,0.0002632052,0.8494089],"genre_scores_gemma":[0.83750045,0.033108883,0.00015761025,0.00013153705,0.00060354505,0.00025407848,0.0000870426,0.000013812956,0.12814306],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869645,0.00045289638,0.00025430383,0.00018412257,0.00023505368,0.00017716954],"domain_scores_gemma":[0.9972499,0.0010938833,0.00013408514,0.00022894937,0.0012480196,0.000045175864],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016166633,0.00010535949,0.00010931626,0.00010380858,0.0033961525,0.0002479545,0.00018930041,0.00007064923,0.00009081366],"category_scores_gemma":[0.0022201114,0.000081357415,0.000030338866,0.00050273695,0.0008129464,0.00039554172,0.00010126009,0.00007179829,0.0000549166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051525807,0.00007127917,0.01046554,0.000036063346,0.00005216353,6.4847164e-8,0.5548704,1.8056645e-7,0.00031300253,0.16369033,0.08252237,0.18792708],"study_design_scores_gemma":[0.00013918245,0.000025748766,0.025102844,0.000054186916,0.000017216222,3.1567964e-7,0.070305176,0.00037346175,0.000067448156,0.0032842755,0.9005181,0.00011201243],"about_ca_topic_score_codex":0.00013745416,"about_ca_topic_score_gemma":0.0074987668,"teacher_disagreement_score":0.8179958,"about_ca_system_score_codex":0.00012270955,"about_ca_system_score_gemma":0.000059115075,"threshold_uncertainty_score":0.99790126},"labels":[],"label_agreement":null},{"id":"W2903879082","doi":"","title":"Ethics and Practice in Science Communication ed. by Susanna Priest, Jean Goodwin, Michael F. Dahlstrom (review)","year":2018,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Psychoanalysis; Psychology","score_opus":0.31974169930383856,"score_gpt":0.48043779560662764,"score_spread":0.16069609630278908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903879082","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08669665,0.1312263,0.00021510923,0.69274616,0.00061007356,0.00041974554,0.000012039669,0.000043448264,0.088030465],"genre_scores_gemma":[0.36809093,0.61508846,0.005985684,0.010313528,0.0003403661,0.00000351032,0.000010528891,0.000012668607,0.00015432373],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956579,0.0021394643,0.0005702732,0.00015675726,0.001208023,0.00026757625],"domain_scores_gemma":[0.9918441,0.002449733,0.0008439902,0.0004183303,0.004201948,0.00024189703],"candidate_categories":["metaresearch","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch","scholarly_communication"],"category_scores_codex":[0.04898438,0.00009081906,0.00018703859,0.00027873626,0.0015162348,0.00854027,0.0016428494,0.00019249925,0.00012591935],"category_scores_gemma":[0.11744119,0.00008850378,0.00003719263,0.0010206036,0.0011679318,0.06853651,0.0003415241,0.0026955921,0.000008237043],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018115799,0.00064904254,0.020738011,0.00023887999,0.000047241712,0.000007899281,0.37044707,0.0000012949962,0.016746657,0.0211017,0.33938247,0.23045857],"study_design_scores_gemma":[0.0004157738,0.00011020357,0.005835006,0.001331207,0.000029084908,0.000032609198,0.046365734,0.000015988417,0.0000410401,0.0007931251,0.9448677,0.00016254655],"about_ca_topic_score_codex":0.0015483401,"about_ca_topic_score_gemma":0.0016393027,"teacher_disagreement_score":0.68243265,"about_ca_system_score_codex":0.0003010945,"about_ca_system_score_gemma":0.00065260974,"threshold_uncertainty_score":0.99978364},"labels":[],"label_agreement":null},{"id":"W2903890557","doi":"10.1177/0741088318804822","title":"How Do Online News Genres Take Up Knowledge Claims From a Scientific Research Article on Climate Change?","year":2018,"lang":"en","type":"article","venue":"Written Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Rhetorical question; News media; Climate change; News values; Affect (linguistics); Media studies; Sociology; Political science; Literature; Art","score_opus":0.7246752025927391,"score_gpt":0.5386605569942067,"score_spread":0.18601464559853242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903890557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90828454,0.0016909662,0.0000142542085,0.04908034,0.0005636347,0.00071556115,0.00012014164,0.00022503205,0.0393055],"genre_scores_gemma":[0.98419636,0.0108331125,0.0007132443,0.0003950021,0.0009969954,0.00013662112,0.0005423277,0.000027840468,0.0021584954],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959022,0.002232529,0.00028181612,0.00040434298,0.0006147764,0.00056433224],"domain_scores_gemma":[0.99572015,0.00064743526,0.00014188382,0.0023498777,0.0009501197,0.0001905623],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030446795,0.00014786536,0.00017623919,0.0002921647,0.0040246043,0.0011860091,0.0016514042,0.00019842864,0.0007749954],"category_scores_gemma":[0.00040853707,0.00014921259,0.00007686117,0.001147023,0.001690478,0.00058020034,0.00061600574,0.00049921294,0.0015512418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015102065,0.0010254907,0.006399323,0.000018952262,0.000022361775,5.303417e-7,0.23337601,1.9873951e-7,0.009286707,0.044162523,0.022252161,0.6833047],"study_design_scores_gemma":[0.0006361708,0.00014615602,0.034768894,0.0002720745,0.000019288671,4.513969e-7,0.11007973,0.0008534974,0.00039159006,0.0069383425,0.845561,0.00033278496],"about_ca_topic_score_codex":0.0032744533,"about_ca_topic_score_gemma":0.105658814,"teacher_disagreement_score":0.8233089,"about_ca_system_score_codex":0.000286779,"about_ca_system_score_gemma":0.00008181342,"threshold_uncertainty_score":0.99985087},"labels":[],"label_agreement":null},{"id":"W2904999798","doi":"10.1093/joc/jqy058","title":"Recent Books in Science Communication: Practice, Ethics, and a Perspective on New Spaces in Digital Videos","year":2018,"lang":"en","type":"article","venue":"Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Newspaper; Scrutiny; Journalism; Science communication; Sociology; Digital media; Media studies; Frontier; Social media; Quality (philosophy); Misinformation; Perspective (graphical); Mass media; Public relations; Political science; Law; Science education; Epistemology; Computer science","score_opus":0.3869130493991819,"score_gpt":0.5196646552427833,"score_spread":0.13275160584360135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904999798","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32178086,0.007732595,0.00005258113,0.33933496,0.0001614036,0.0004341713,0.0000022756608,0.00002628333,0.33047485],"genre_scores_gemma":[0.9033428,0.09406527,0.001590467,0.00079482264,0.00007437347,0.0000027155427,0.0000018940755,0.000005806563,0.00012184305],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979021,0.00092147535,0.00040786792,0.000108052336,0.0005011687,0.00015931224],"domain_scores_gemma":[0.99579215,0.0015889856,0.00050792977,0.0006423292,0.0013530833,0.000115543444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006532419,0.00007851076,0.00014724548,0.0004155043,0.00070405036,0.0003743639,0.0009933382,0.000100850746,0.00007207762],"category_scores_gemma":[0.008063603,0.00007785743,0.000025719342,0.0007249727,0.0013201089,0.0017632182,0.0002134757,0.0009544598,0.000014474486],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037202434,0.00047074253,0.0049766707,0.000004455395,0.000011321827,0.0000013072579,0.69970316,0.000011139007,0.00021283445,0.16777368,0.001015592,0.12544708],"study_design_scores_gemma":[0.001372252,0.0003779946,0.035769735,0.0007378496,0.0000147572,0.00002192042,0.367817,0.00015339411,0.00006430852,0.03975037,0.55368334,0.00023705179],"about_ca_topic_score_codex":0.0020240482,"about_ca_topic_score_gemma":0.016911242,"teacher_disagreement_score":0.5815619,"about_ca_system_score_codex":0.00079939887,"about_ca_system_score_gemma":0.00071057316,"threshold_uncertainty_score":0.9653468},"labels":[],"label_agreement":null},{"id":"W2906589476","doi":"10.1353/asa.2018.0036","title":"Editors' Forum: Climate Change, Apocalypse, and the Arts of the Present","year":2018,"lang":"en","type":"article","venue":"ASAP/journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; The arts; Temporality; Praxis; Aesthetics; Politics; History; Environmental ethics; Visual arts; Sociology; Art; Political science; Epistemology; Law","score_opus":0.27191627695206955,"score_gpt":0.43052161851733295,"score_spread":0.1586053415652634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906589476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44921973,0.0026298654,0.00007558505,0.34746403,0.015806545,0.0009865811,0.000018029976,0.000046921406,0.18375275],"genre_scores_gemma":[0.9721321,0.014064972,0.00005425534,0.00083646877,0.012614909,0.000009488781,7.513291e-7,0.000006959139,0.00028008115],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989262,0.0003242795,0.00018046392,0.000057827565,0.0003135196,0.00019766933],"domain_scores_gemma":[0.99917185,0.00014453648,0.0002042766,0.00021324038,0.00019488411,0.00007120278],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015836519,0.000055091805,0.0000914248,0.000028842853,0.0015511999,0.00012637336,0.00040497739,0.000054434066,0.0003513297],"category_scores_gemma":[0.00014785366,0.000028794966,0.00007404971,0.00013364594,0.00094613334,0.0001728022,0.00015905632,0.00020251324,0.000020311418],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031260212,0.000203015,0.035172746,0.00002933782,0.0000824532,0.0000020097764,0.34713084,0.0000010087391,0.00021055728,0.064559355,0.32512012,0.22717597],"study_design_scores_gemma":[0.0007317933,0.00005356942,0.021354867,0.000077669494,0.000029768771,0.00003481473,0.02111875,0.000091443406,0.00004814213,0.008750043,0.947627,0.0000821383],"about_ca_topic_score_codex":0.00021848145,"about_ca_topic_score_gemma":0.0011478798,"teacher_disagreement_score":0.62250686,"about_ca_system_score_codex":0.000028378166,"about_ca_system_score_gemma":0.000030736002,"threshold_uncertainty_score":0.99974865},"labels":[],"label_agreement":null},{"id":"W2910550039","doi":"10.1007/s10584-018-2311-2","title":"How do Canadian media report climate change impacts on health? A newspaper review","year":2019,"lang":"en","type":"review","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada; Memorial University of Newfoundland; McMaster University; University of Alberta; University of Guelph","funders":"Canadian Institutes of Health Research","keywords":"Climate change; Newspaper; Geography; Public health; Effects of global warming; Human health; Environmental resource management; Global warming; Environmental planning; Political science; Environmental science; Environmental health; Ecology; Medicine","score_opus":0.822497318749955,"score_gpt":0.5516194391536662,"score_spread":0.27087787959628884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910550039","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.221897e-7,0.91677916,1.6097829e-7,0.050066385,0.0017389134,0.006822607,0.000635221,0.00014849387,0.023808442],"genre_scores_gemma":[0.000004597356,0.97871137,0.00004149253,0.013101047,0.0021913918,0.002110614,0.0031394688,0.00013743645,0.0005626132],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99395436,0.0015325624,0.0011998606,0.0008144948,0.000905835,0.0015929093],"domain_scores_gemma":[0.99397486,0.00065697177,0.0016791417,0.0021917361,0.00019479095,0.0013025146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0038905712,0.0007578105,0.002934041,0.0006323358,0.0009111708,0.0004172442,0.0011574199,0.0006673776,0.0026051097],"category_scores_gemma":[0.0012810683,0.0006549077,0.00080745254,0.0011371839,0.00019934084,0.00045829365,0.00021128195,0.00079512584,0.002824843],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010266056,0.000038114533,0.000006030493,0.06327059,0.000023144823,0.0000307967,0.0122779645,5.375964e-10,3.0799705e-9,0.00066417106,0.012540912,0.91114724],"study_design_scores_gemma":[0.00009920037,0.00004996771,0.0000281058,0.13397188,0.0002934523,0.0000458669,0.001399284,5.2481124e-7,1.0958785e-9,0.000026762655,0.86355215,0.00053279713],"about_ca_topic_score_codex":0.06051111,"about_ca_topic_score_gemma":0.51472425,"teacher_disagreement_score":0.91061443,"about_ca_system_score_codex":0.0024299338,"about_ca_system_score_gemma":0.0011858123,"threshold_uncertainty_score":0.9995902},"labels":[],"label_agreement":null},{"id":"W2910613741","doi":"10.1038/s41562-018-0520-3","title":"Extreme opponents of genetically modified foods know the least but think they know the most","year":2019,"lang":"en","type":"letter","venue":"Nature Human Behaviour","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":249,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Opposition (politics); Genetically modified organism; Genetically modified food; Psychology; Climate change; Social psychology; Political science; Biology; Genetics; Law; Ecology","score_opus":0.30678185017842896,"score_gpt":0.40902179642862335,"score_spread":0.10223994625019439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910613741","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07864358,0.0046006124,0.000009239103,0.83621126,0.002403487,0.002515657,0.0005789181,0.00019242312,0.074844785],"genre_scores_gemma":[0.7604026,0.0055575385,0.00005674288,0.17330311,0.0054702465,0.000116938885,0.0016178989,0.0001392705,0.053335615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99616796,0.0012162051,0.00046754445,0.0004357114,0.0012034234,0.0005091662],"domain_scores_gemma":[0.9968992,0.00039608413,0.00046117703,0.0017363622,0.00044550397,0.00006168378],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011562058,0.00037160175,0.00040062785,0.00012063759,0.0013347566,0.00024514672,0.0029505594,0.0022424618,0.0015216309],"category_scores_gemma":[0.0001361891,0.00023197349,0.00031707282,0.0002144349,0.0006571083,0.00009356708,0.00037604047,0.004802684,0.00013118109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020958183,0.00016491326,0.0018763598,0.00006274087,0.00006926754,0.000008032958,0.027189653,0.0000028157604,0.00079049834,0.0040441887,0.9593561,0.0064144325],"study_design_scores_gemma":[0.00039270602,0.0000671501,0.022628397,0.00020690616,0.0002415868,0.000004267613,0.003547706,0.000017756454,0.000013105608,0.0010245878,0.97137845,0.00047739706],"about_ca_topic_score_codex":0.002037048,"about_ca_topic_score_gemma":0.00664403,"teacher_disagreement_score":0.68175906,"about_ca_system_score_codex":0.00017702085,"about_ca_system_score_gemma":0.00017079349,"threshold_uncertainty_score":0.99996537},"labels":[],"label_agreement":null},{"id":"W2911488095","doi":"10.1007/s10584-019-02378-w","title":"Missed opportunities: the absence of climate change in media coverage of forest fire events in Alberta","year":2019,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"Genome Alberta; Genome Canada","keywords":"Climate change; Extreme weather; Threatened species; Geography; Global warming; Newspaper; Livelihood; Environmental resource management; Environmental science; Agriculture; Ecology; Political science","score_opus":0.47415417850478464,"score_gpt":0.41380734161092786,"score_spread":0.06034683689385678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911488095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773057,0.00023733346,4.5521173e-7,0.0060095787,0.00022507305,0.0010209522,0.000045115103,0.000009883009,0.015145927],"genre_scores_gemma":[0.9714658,0.027576925,0.000011297607,0.00055871357,0.00006153584,0.00015680018,0.000065283035,0.000012112882,0.00009151069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984645,0.0003121795,0.00046503078,0.00014455373,0.00030978935,0.00030394932],"domain_scores_gemma":[0.9981955,0.0009257721,0.00030204884,0.00046004987,0.000060293314,0.000056305147],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011418496,0.000115531526,0.00030265286,0.00012893773,0.00007119823,0.000010174199,0.00048282355,0.00010816946,0.0012285083],"category_scores_gemma":[0.00022878344,0.00009733932,0.000068490706,0.0004019198,0.00016531567,0.00025668246,0.00013077255,0.00012416806,0.000054293116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003837417,0.00022517632,0.58945316,0.00049114216,0.000004802949,0.0000013378806,0.38075313,0.0000016663245,0.000037948423,0.0062331413,0.000025479827,0.022734655],"study_design_scores_gemma":[0.0011197187,0.00007496157,0.9252373,0.0016021166,0.000011166574,8.5401877e-7,0.0636268,0.002715536,0.00000482005,0.0015840394,0.0037735952,0.00024908807],"about_ca_topic_score_codex":0.020636095,"about_ca_topic_score_gemma":0.14471306,"teacher_disagreement_score":0.33578414,"about_ca_system_score_codex":0.000092355665,"about_ca_system_score_gemma":0.00003680234,"threshold_uncertainty_score":0.9996845},"labels":[],"label_agreement":null},{"id":"W2911621206","doi":"10.3389/fenvs.2019.00010","title":"Citizen Social Science for More Integrative and Effective Climate Action: A Science-Policy Perspective","year":2019,"lang":"en","type":"article","venue":"Frontiers in Environmental Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":125,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wildlife Conservation Society Canada; University of Calgary; University of Saskatchewan","funders":"Economic and Social Research Council; Environment and Climate Change Canada; Mitacs; Regional Studies Association","keywords":"Climate change; Citizen science; Agency (philosophy); Normative; Democratization; Science policy; Action (physics); Political science; Citizen journalism; Climate change mitigation; Political economy of climate change; Participatory action research; Perspective (graphical); Politics; Public administration; Sociology; Public relations; Democracy; Social science; Computer science; Ecology","score_opus":0.07532718792314223,"score_gpt":0.4167193803116065,"score_spread":0.34139219238846424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911621206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93565696,0.00008782239,0.00024576124,0.0021604046,0.00074676925,0.0014834859,0.00004283715,0.000039114195,0.059536815],"genre_scores_gemma":[0.9966543,0.0010983351,0.0015805301,0.00022674745,0.00011786846,0.0001074952,0.0000030526307,0.000007779388,0.00020390669],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99745625,0.00008290452,0.00015622751,0.0006924719,0.00088028604,0.0007318769],"domain_scores_gemma":[0.9993195,0.000072136216,0.000110780726,0.00022773664,0.00007671478,0.00019315482],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0028281927,0.00014746342,0.00018433882,0.0006996698,0.0032378319,0.00027230915,0.00090923224,0.000062346146,0.00007267695],"category_scores_gemma":[0.00034088,0.00014084532,0.000045518627,0.002152085,0.020332878,0.0017317588,0.00039703384,0.00017978328,0.000018112049],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002103825,0.00027422028,0.122890145,0.000027987804,0.000008613178,9.106308e-7,0.51113546,0.00001241482,0.099662535,0.07921209,0.0001833457,0.18638186],"study_design_scores_gemma":[0.00081817486,0.0001596896,0.4015232,0.00003679034,0.000008426394,0.0000022738277,0.58402073,0.001554572,0.0017241287,0.005233886,0.0045460695,0.00037208642],"about_ca_topic_score_codex":0.0003739062,"about_ca_topic_score_gemma":0.00008504834,"teacher_disagreement_score":0.27863303,"about_ca_system_score_codex":0.004914763,"about_ca_system_score_gemma":0.00047395035,"threshold_uncertainty_score":0.9989052},"labels":[],"label_agreement":null},{"id":"W2912550921","doi":"10.25904/1912/2623","title":"Future climate narratives: knowledge informing climate change adaptation","year":2018,"lang":"en","type":"dissertation","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Griffith University; Simon Fraser University; Commonwealth Scientific and Industrial Research Organisation; Pacific Institute for Climate Solutions","keywords":"Climate change; Vulnerability (computing); Adaptation (eye); Thematic analysis; Narrative; Environmental resource management; Political economy of climate change; Agency (philosophy); Typology; Political science; Geography; Public relations; Environmental planning; Sociology; Psychology; Qualitative research; Social science; Ecology","score_opus":0.6449913400659149,"score_gpt":0.5335172892774593,"score_spread":0.11147405078845551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912550921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8644186,0.0009199593,0.000008984431,0.0061558727,0.0036956682,0.0036732692,0.0030338129,0.00066146906,0.117432356],"genre_scores_gemma":[0.3725954,0.33546394,0.0049352734,0.00031068706,0.0267613,0.00019620944,0.07768775,0.0005054159,0.18154404],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99217516,0.0020770414,0.00071443216,0.0010547056,0.0018664125,0.0021122468],"domain_scores_gemma":[0.99424666,0.0003513813,0.00065118045,0.0010123646,0.0029987935,0.000739639],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0032718154,0.00071350636,0.0007969634,0.0018063971,0.0045036213,0.0004203536,0.0018831433,0.0016348982,0.002220363],"category_scores_gemma":[0.0002162332,0.00077937,0.0003620111,0.0025222327,0.00091679755,0.0013828821,0.00046458375,0.0025309406,0.0012444309],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029271515,0.0015285101,0.006191655,0.0021923708,0.00030276427,0.00014508337,0.82985073,0.000005959147,0.00014424956,0.027589183,0.034552496,0.094569854],"study_design_scores_gemma":[0.0009838965,0.00028446424,0.028456826,0.0009712081,0.00007451942,0.0000033351012,0.44668677,0.00007206999,0.0000061258993,0.00014789794,0.52158016,0.00073273334],"about_ca_topic_score_codex":0.00668125,"about_ca_topic_score_gemma":0.4683181,"teacher_disagreement_score":0.49182323,"about_ca_system_score_codex":0.0011627217,"about_ca_system_score_gemma":0.0008161063,"threshold_uncertainty_score":0.99993336},"labels":[],"label_agreement":null},{"id":"W2913358427","doi":"10.5539/jsd.v12n1p39","title":"(Lack of) Problematization of Water Supply Use and Abuse of Environmental Discourses and Natural Resource Related Claims in German, Austrian, Slovenian and Italian Media","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Problematization; Newspaper; Scarcity; Sociology; Water supply; Natural resource; Sustainability; Resource (disambiguation); Rainwater harvesting; German; Social science; Economics; Political science; Media studies; Epistemology; Law; Environmental science; Ecology; History; Computer science; Biology","score_opus":0.07206873977133539,"score_gpt":0.3268552670030831,"score_spread":0.2547865272317477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913358427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99880964,0.00024285694,9.592399e-7,0.00056684646,0.000025457899,0.00024951136,0.000002858298,0.0000015467127,0.000100305486],"genre_scores_gemma":[0.9969915,0.0019246677,0.00029012017,0.000010155875,0.0000062552067,0.0000013520815,0.00001439968,0.0000055077403,0.0007560136],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989124,0.00012333046,0.0005118351,0.00007489164,0.0002360871,0.00014145907],"domain_scores_gemma":[0.99935716,0.00008544456,0.0003402583,0.00007061282,0.000090647714,0.00005588417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008153021,0.00006942625,0.00021219444,0.00020180414,0.000062835716,0.000026956053,0.000083550665,0.0000691291,0.00006953376],"category_scores_gemma":[0.000041220454,0.00005538339,0.000017411161,0.00010316299,0.00018745674,0.00044417035,0.000062827545,0.000106162086,4.077765e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020257158,0.00020135308,0.3128609,0.0004854529,0.0000503174,0.000007924705,0.6676394,0.000018375751,0.013066954,0.00154365,0.000064719905,0.003858412],"study_design_scores_gemma":[0.0013189758,0.00007545893,0.7975297,0.00034761452,0.000021911415,0.0000103851535,0.19162308,0.000028405871,0.002125206,0.00052094396,0.006268687,0.00012960767],"about_ca_topic_score_codex":0.000067573645,"about_ca_topic_score_gemma":0.00011597213,"teacher_disagreement_score":0.48466882,"about_ca_system_score_codex":0.00012270543,"about_ca_system_score_gemma":0.000059200473,"threshold_uncertainty_score":0.22584692},"labels":[],"label_agreement":null},{"id":"W2914555011","doi":"10.1080/17524032.2018.1557726","title":"Canadian Weathercasters’ Current and Potential Role as Climate Change Communicators","year":2019,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of British Columbia","funders":"","keywords":"Climate change; Situated; Public engagement; Political science; Political economy of climate change; Action (physics); Environmental resource management; Geography; Public relations; Environmental planning; Environmental science; Ecology; Computer science","score_opus":0.1328644482183633,"score_gpt":0.3547615187965634,"score_spread":0.22189707057820013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914555011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9276518,0.005357578,9.578712e-7,0.0050106086,0.00013275779,0.0006605491,0.000041893756,0.000055541273,0.061088264],"genre_scores_gemma":[0.90188706,0.097018726,0.000085781234,0.00039760492,0.000038267062,0.00005349915,0.00027501004,0.000017364211,0.00022670934],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985697,0.0005727795,0.00017705031,0.00016986293,0.00020845364,0.00030213315],"domain_scores_gemma":[0.9986189,0.000058873487,0.00009648169,0.0009929389,0.000008332307,0.00022446077],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005535812,0.00012281864,0.00011957848,0.000107292864,0.00096285954,0.000092085094,0.0006385816,0.00010270151,0.0023396641],"category_scores_gemma":[0.000008001596,0.00014269091,0.000046145116,0.00008854936,0.0002462709,0.0003826101,0.00039228672,0.0002628353,0.001525723],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053944073,0.0003473141,0.21578993,0.000029501736,0.000027919692,7.893849e-7,0.16814363,0.0000033691394,0.0022108862,0.023814179,0.00019177896,0.58938676],"study_design_scores_gemma":[0.00064839167,0.000072877156,0.19675311,0.00011172847,0.000031922405,0.000005954283,0.06545996,0.0004094444,0.000021340242,0.0013774511,0.73463213,0.0004756759],"about_ca_topic_score_codex":0.057220194,"about_ca_topic_score_gemma":0.11095145,"teacher_disagreement_score":0.7344403,"about_ca_system_score_codex":0.00050193595,"about_ca_system_score_gemma":0.000027351318,"threshold_uncertainty_score":0.9992517},"labels":[],"label_agreement":null},{"id":"W2915591346","doi":"10.3389/fcomm.2019.00006","title":"Framing Climate Change: Economics, Ideology, and Uncertainty in American News Media Content From 1988 to 2014","year":2019,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Framing (construction); Climate change; News media; Mainstream; Newspaper; Political science; Salience (neuroscience); Public engagement; Content analysis; Public relations; Sociology; Geography; Psychology; Social science; Law","score_opus":0.23178398825630547,"score_gpt":0.37975445736244573,"score_spread":0.14797046910614026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915591346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771648,0.001686651,0.00008518311,0.016496308,0.00050427736,0.0006204801,0.000034118097,0.000036254154,0.0033719363],"genre_scores_gemma":[0.9021848,0.08926623,0.0067637363,0.0013899119,0.000053413303,0.00010092243,0.0002021986,0.000012030747,0.000026781272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847806,0.0006372935,0.0003114819,0.00023052104,0.000080478036,0.00026219623],"domain_scores_gemma":[0.99863535,0.0003318363,0.00016593933,0.0007343895,0.000041867337,0.000090617636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008967241,0.00010519385,0.00027187314,0.00017925483,0.00015265365,0.000055792403,0.0005851593,0.00010568137,0.00009941206],"category_scores_gemma":[0.00015328325,0.00012364278,0.000027484964,0.00022533046,0.0002890685,0.0002544144,0.0002874203,0.0002329242,0.00006340031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035552886,0.000032712556,0.7804394,0.00000385698,0.000003859635,9.7821435e-8,0.048974596,0.00002709171,0.000025510468,0.0013728617,0.00059775845,0.16848673],"study_design_scores_gemma":[0.00063687627,0.000031391428,0.7911077,0.000106977335,0.000006393286,1.1428236e-7,0.13173132,0.002462754,0.000002308561,0.002983779,0.070698515,0.00023188286],"about_ca_topic_score_codex":0.089509115,"about_ca_topic_score_gemma":0.35063666,"teacher_disagreement_score":0.26112756,"about_ca_system_score_codex":0.00038750772,"about_ca_system_score_gemma":0.000027581833,"threshold_uncertainty_score":0.9165539},"labels":[],"label_agreement":null},{"id":"W2915991768","doi":"10.1073/pnas.1816541116","title":"Rapidly declining remarkability of temperature anomalies may obscure public perception of climate change","year":2019,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":224,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Extreme weather; Baseline (sea); Climatology; Global warming; Normalization (sociology); Environmental science; Geography; Ecology; Oceanography; Geology; Biology","score_opus":0.3369119908347025,"score_gpt":0.4335204226842821,"score_spread":0.09660843184957957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915991768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652679,0.00014541094,5.0991325e-8,0.007905264,0.00005771749,0.00034567455,0.000034312543,0.00001259154,0.026231093],"genre_scores_gemma":[0.99606174,0.0030215357,0.0005584106,0.0001597661,0.00010146975,0.00001000628,0.0000010714306,0.0000036050624,0.00008238828],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785125,0.000079110076,0.0005462314,0.0002163353,0.0011336824,0.00017338221],"domain_scores_gemma":[0.99792606,0.0002493467,0.0009248102,0.0000272238,0.0008333895,0.000039183975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006169876,0.000086536835,0.00024410023,0.0001919793,0.00030345362,0.00002885157,0.00096984365,0.00017851059,0.00027767953],"category_scores_gemma":[0.0009898186,0.00006369213,0.00014154763,0.0010198844,0.0016561771,0.000895804,0.00018537414,0.00018023919,0.0000025957636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003209039,0.00012917031,0.7460489,0.00033116943,0.000012361553,6.7371375e-10,0.01682646,0.000002522637,0.15372616,0.076797016,0.00015970324,0.005934404],"study_design_scores_gemma":[0.00021122162,0.00007710926,0.96236336,0.00029279184,0.00001364522,6.9757033e-7,0.026448714,0.00013379726,0.0030459561,0.0059623416,0.001340003,0.00011038645],"about_ca_topic_score_codex":0.00006185491,"about_ca_topic_score_gemma":0.0000064152086,"teacher_disagreement_score":0.21631439,"about_ca_system_score_codex":0.000051432755,"about_ca_system_score_gemma":0.000053894848,"threshold_uncertainty_score":0.6102254},"labels":[],"label_agreement":null},{"id":"W2916433987","doi":"10.15252/embr.201847426","title":"Pluralistic ignorance and social action on climate change","year":2019,"lang":"en","type":"letter","venue":"EMBO Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Ignorance; Climate change; Reductionism; Environmental ethics; Ecology; Political science; Epistemology; Philosophy; Biology; Law","score_opus":0.588015935970755,"score_gpt":0.4689943894503235,"score_spread":0.11902154652043145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916433987","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015809633,0.00018278854,0.0000015792533,0.89012694,0.0026643497,0.00078148645,0.00006147553,0.00019832033,0.09017339],"genre_scores_gemma":[0.12274107,0.014840837,0.00001996517,0.8316078,0.020378614,0.0002403187,0.002028693,0.00009105664,0.00805163],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831975,0.0002702011,0.00027186697,0.00035773934,0.00044568587,0.00033475872],"domain_scores_gemma":[0.9989462,0.000121922334,0.00044274502,0.0003737183,0.00008602103,0.000029432324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005379123,0.0001800791,0.00026343466,0.00010397644,0.00069793314,0.00014709959,0.00012600573,0.0006252005,0.0007248688],"category_scores_gemma":[0.00006822149,0.00018747743,0.00008590463,0.000101704034,0.00015931096,0.0001637092,0.000064039334,0.0006896318,0.00016933549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012523405,0.00002503091,0.0012399963,0.00037404153,0.00001432164,0.00018965163,0.020471629,1.0492128e-7,0.000016007873,0.00035727804,0.9610166,0.016282821],"study_design_scores_gemma":[0.000054383683,0.00001741616,0.0024800913,0.000095296644,0.000023828614,0.000014839766,0.0006459374,0.0000026803518,0.0000010208184,0.00026118648,0.9961868,0.00021651984],"about_ca_topic_score_codex":0.001432427,"about_ca_topic_score_gemma":0.001171731,"teacher_disagreement_score":0.10693144,"about_ca_system_score_codex":0.00019130362,"about_ca_system_score_gemma":0.00003826767,"threshold_uncertainty_score":0.7936805},"labels":[],"label_agreement":null},{"id":"W2924086445","doi":"10.1038/s41558-019-0447-3","title":"The future is collaborative","year":2019,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Climate change; Business; Collaborative network; Knowledge management; Environmental resource management; Computer science; Environmental science; Ecology","score_opus":0.18447792126296395,"score_gpt":0.44306365268763215,"score_spread":0.25858573142466823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924086445","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17714123,0.025427539,4.037353e-7,0.25352365,0.006918346,0.0019819136,0.00027894805,0.0003147038,0.5344133],"genre_scores_gemma":[0.6971464,0.2814493,0.00006297307,0.013164978,0.0041232705,0.00016037415,0.00010428479,0.000031585656,0.0037568628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998797,0.00022018957,0.00012119846,0.00018224862,0.0003273641,0.00035198315],"domain_scores_gemma":[0.99895245,0.0001808257,0.00009983074,0.00043014373,0.00025842243,0.00007831043],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006784353,0.00010825554,0.00011263498,0.00004103908,0.001167862,0.00016598137,0.00045751585,0.0003693838,0.0023271309],"category_scores_gemma":[0.000040244602,0.00007677381,0.00006223855,0.0004879931,0.00013486604,0.00023195335,0.000097308184,0.00046633673,0.001168535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015594266,0.000105486615,0.017453225,0.00007083962,0.000035263452,0.0000031087409,0.3449951,7.058982e-8,0.0003420171,0.39136466,0.08208276,0.16339149],"study_design_scores_gemma":[0.00015073533,0.000018158835,0.005870457,0.00002032157,0.000004973916,4.0615353e-7,0.05439691,0.0000070315295,0.000012077657,0.00040821536,0.9390035,0.00010721377],"about_ca_topic_score_codex":0.000051571133,"about_ca_topic_score_gemma":0.0046474542,"teacher_disagreement_score":0.8569207,"about_ca_system_score_codex":0.000112124144,"about_ca_system_score_gemma":0.000033672568,"threshold_uncertainty_score":0.9996092},"labels":[],"label_agreement":null},{"id":"W2924601398","doi":"","title":"Exploring jeremiad visual rhetoric in environmental documentaries: Raising awareness about the (dis)connection between human behaviours and environmental issues","year":2019,"lang":"en","type":"article","venue":"2019 Conference of the Canadian Society for the Study of Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Rhetoric; Rhetorical question; Environmental education; Cruelty; Visual rhetoric; Sociology; Presentation (obstetrics); Public relations; Environmental ethics; Psychology; Political science; Pedagogy; Art; Criminology","score_opus":0.33511222727621726,"score_gpt":0.41705948919941804,"score_spread":0.08194726192320079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2924601398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99614924,0.00020046646,0.0000021493622,0.0018227497,0.00040341495,0.0011951348,0.000048531943,0.0000038225216,0.0001745104],"genre_scores_gemma":[0.9985697,0.0007557743,0.000005581875,0.000039367438,0.00009664548,0.000087896144,0.0000799162,0.000008385294,0.00035667772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991169,0.00013955375,0.00021186932,0.00014720969,0.00021453947,0.00016990474],"domain_scores_gemma":[0.9992998,0.00016381573,0.00018194801,0.00028112027,0.000021733023,0.00005157546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066101324,0.00009321925,0.00013035521,0.00003751872,0.0012190047,0.00006827967,0.00038292585,0.000055214743,0.00013230565],"category_scores_gemma":[0.000019163594,0.00006794318,0.000088387875,0.00010264901,0.00033009646,0.00028355588,0.000062930856,0.00012710462,0.0000014325258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056395033,0.00015564899,0.66344595,0.000012767265,0.000042008774,4.6000044e-9,0.32248384,0.000011106514,0.00075777795,0.00069226895,0.0001508683,0.012242104],"study_design_scores_gemma":[0.00021552989,0.00005372233,0.57419944,0.000035877474,0.000050450988,8.838752e-8,0.42328185,0.000021545164,0.00005585055,0.00014093022,0.0018698872,0.000074821975],"about_ca_topic_score_codex":0.3856372,"about_ca_topic_score_gemma":0.47745952,"teacher_disagreement_score":0.10079801,"about_ca_system_score_codex":0.00057121646,"about_ca_system_score_gemma":0.00023718689,"threshold_uncertainty_score":0.93757224},"labels":[],"label_agreement":null},{"id":"W2930648411","doi":"10.1145/3313294.3313385","title":"CarbonKit","year":2019,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Safeguarding; Incentive; Big data; Control (management); Protocol (science); Information privacy","score_opus":0.6038162076569857,"score_gpt":0.5014134912105976,"score_spread":0.1024027164463881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930648411","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22539812,0.0000115318535,0.00000425453,0.0024970137,0.000090519476,0.000042464,1.6237857e-7,0.00004195401,0.771914],"genre_scores_gemma":[0.959097,0.00040596162,0.00006200537,0.00043349774,0.00003628782,0.0000014687289,0.0000022441197,0.0000012522909,0.039960235],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979854,0.000032814885,0.000025377225,0.00003100146,0.00006060982,0.000051685456],"domain_scores_gemma":[0.99983877,0.000020794441,0.000006631647,0.00009834172,0.00001529132,0.000020182932],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013172465,0.000012320944,0.000019285102,0.0000110449755,0.00006451078,0.000015107087,0.00007511677,0.000018452076,0.032369405],"category_scores_gemma":[0.000009614103,0.000011394295,0.000011000986,0.000050602514,0.000018955003,0.000040536364,0.000012101331,0.000019033574,0.002777979],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047837207,0.00004109091,0.08772942,0.000006475603,0.0000037366997,1.3145032e-7,0.068930924,0.0000012941395,0.0018361143,0.74343085,0.006680181,0.091335],"study_design_scores_gemma":[0.000050137372,0.0000038741364,0.011091289,0.000001942917,5.8593514e-7,3.9136058e-8,0.010680683,0.000033306264,0.0000069224525,0.0005123889,0.9775841,0.000034726392],"about_ca_topic_score_codex":0.0018990749,"about_ca_topic_score_gemma":0.0035311528,"teacher_disagreement_score":0.97090393,"about_ca_system_score_codex":0.000019753039,"about_ca_system_score_gemma":0.000010455943,"threshold_uncertainty_score":0.9979985},"labels":[],"label_agreement":null},{"id":"W2936037749","doi":"10.1177/2053019619843679","title":"Who is the Other in the age of the Anthropocene? Introducing the Unknown Other in climate justice discourse","year":2019,"lang":"en","type":"article","venue":"The Anthropocene Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"Pennsylvania State University; Colorado State University; National Aeronautics and Space Administration","keywords":"Anthropocene; Environmental ethics; Sociology; Scholarship; Economic Justice; Context (archaeology); Climate change; Climate justice; Political science; Philosophy; Geography; Law; Ecology; Archaeology","score_opus":0.2427263947092441,"score_gpt":0.48030452720002587,"score_spread":0.23757813249078177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936037749","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11929118,0.13757887,0.000015095878,0.6526658,0.0009418209,0.004282365,0.000057229394,0.00003915379,0.085128486],"genre_scores_gemma":[0.39858857,0.58525515,0.000007775579,0.015508351,0.00025546702,0.000052697327,0.0000037160123,0.000025586221,0.0003026921],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99519765,0.0031074425,0.00052097626,0.00025226647,0.0005071297,0.00041453127],"domain_scores_gemma":[0.996889,0.0007592189,0.00034184757,0.0019146367,0.00007346855,0.000021817088],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006575511,0.00019785647,0.0003754527,0.000031366504,0.0009864958,0.000089440946,0.0022164492,0.00007156473,0.0030728674],"category_scores_gemma":[0.00029020262,0.000071622955,0.00019865188,0.0010666013,0.0019259687,0.00014316602,0.0002814413,0.00046862435,0.00018268579],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011122639,0.0012216459,0.055741627,0.0047799177,0.00015187527,0.0000040156465,0.42344907,0.0001032283,0.00042643378,0.15960595,0.050536588,0.30386844],"study_design_scores_gemma":[0.0004488923,0.000046619738,0.03179928,0.006171888,0.00031853176,0.0000061432925,0.079096355,0.00015743916,0.000053558764,0.0012425808,0.8803088,0.00034988413],"about_ca_topic_score_codex":0.0059790765,"about_ca_topic_score_gemma":0.012446378,"teacher_disagreement_score":0.82977223,"about_ca_system_score_codex":0.00008372261,"about_ca_system_score_gemma":0.00007771476,"threshold_uncertainty_score":0.99783844},"labels":[],"label_agreement":null},{"id":"W2936175451","doi":"","title":"Let’s Not Talk About the Anthropocene","year":2019,"lang":"en","type":"article","venue":"Analecta hermeneutica","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Anthropocene; Epistemology; Irrational number; Sociology; Philosophy of science; Psychology; Philosophy; Environmental ethics; Mathematics","score_opus":0.3415992462375876,"score_gpt":0.44764441047846776,"score_spread":0.10604516424088017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936175451","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4382568,0.000070722686,0.0000019874253,0.018794494,0.0002405106,0.00020431327,0.000004193576,0.000061824816,0.54236513],"genre_scores_gemma":[0.9836437,0.009282601,0.00001751956,0.0026331786,0.00015583202,0.000012433279,0.0000110757255,0.000009604008,0.0042340737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897313,0.00023599245,0.00012905269,0.00014971729,0.0002515916,0.0002605043],"domain_scores_gemma":[0.9992062,0.00017184202,0.000051926556,0.00043684954,0.00006617068,0.000067047804],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042343428,0.00007549098,0.00009431866,0.00003307217,0.0006392206,0.00009124119,0.0004098166,0.00006963935,0.012158189],"category_scores_gemma":[0.000059604507,0.00005824532,0.00006296538,0.00026967324,0.00028442603,0.00010595623,0.0000643201,0.00013522073,0.001371325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016449596,0.0005930536,0.044558313,0.000085808344,0.00015825567,0.000010114558,0.14569557,0.000019913798,0.04172872,0.118417904,0.032516636,0.6160512],"study_design_scores_gemma":[0.00017846475,0.000038219085,0.035140418,0.000017591681,0.000016534332,0.0000016091477,0.005841168,0.00017940985,0.0002210858,0.0005146885,0.95769817,0.00015263112],"about_ca_topic_score_codex":0.001001058,"about_ca_topic_score_gemma":0.0040485444,"teacher_disagreement_score":0.92518157,"about_ca_system_score_codex":0.000077042314,"about_ca_system_score_gemma":0.00006749128,"threshold_uncertainty_score":0.9994062},"labels":[],"label_agreement":null},{"id":"W2936746155","doi":"10.1175/wcas-d-18-0075.1","title":"The Closer, the Better? Untangling Scientist–Practitioner Engagement, Interaction, and Knowledge Use","year":2019,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Climate Program Office; National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Credibility; Usability; Perception; Scholarship; Affect (linguistics); Knowledge management; Psychology; Process (computing); Scale (ratio); Computer science; Human–computer interaction; Political science","score_opus":0.2505575451073543,"score_gpt":0.4230943235184611,"score_spread":0.17253677841110682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2936746155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516337,0.0006746719,0.000017420083,0.007837064,0.00055919186,0.00031821005,0.00001267261,0.00005580243,0.03889127],"genre_scores_gemma":[0.9364272,0.058749035,0.00009754126,0.0012789998,0.00021695715,0.000023779838,0.000014881845,0.000011957916,0.0031796664],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990228,0.00034452337,0.00012887873,0.00015888253,0.00013325695,0.00021167075],"domain_scores_gemma":[0.9988722,0.00067972514,0.00007905368,0.00024592437,0.0000781322,0.000044927805],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017995309,0.00007949082,0.00007171961,0.000011647754,0.0032035923,0.0006217313,0.0001591787,0.000059643717,0.00028663754],"category_scores_gemma":[0.00004612098,0.000049690767,0.0000652009,0.00012595202,0.00035244226,0.00040774266,0.00015462804,0.00021141698,0.00008863461],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035608784,0.00017174722,0.1096777,0.000077701436,0.00012576733,4.3073388e-7,0.6974993,0.0000022469078,0.0024049443,0.098766476,0.021744395,0.0694937],"study_design_scores_gemma":[0.00018973646,0.000010812408,0.01817766,0.000025636935,0.000018842076,0.0000011576619,0.13029666,0.00032508545,0.0000062169893,0.00040043073,0.85045576,0.000092001574],"about_ca_topic_score_codex":0.00028628163,"about_ca_topic_score_gemma":0.0013004927,"teacher_disagreement_score":0.8287114,"about_ca_system_score_codex":0.000052256924,"about_ca_system_score_gemma":0.00001988101,"threshold_uncertainty_score":0.9980941},"labels":[],"label_agreement":null},{"id":"W2937838030","doi":"10.1016/j.aquaculture.2019.04.025","title":"Communicating a risk-controversy: Exploring the public discourse on net-pen aquaculture within the Canadian media","year":2019,"lang":"en","type":"article","venue":"Aquaculture","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Fisheries and Oceans Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Aquaculture; Public discourse; Fishery; Fish <Actinopterygii>; Political science; Law","score_opus":0.2990148985722766,"score_gpt":0.38873720527770644,"score_spread":0.08972230670542986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937838030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5818853,0.00059765624,0.000001925141,0.23634137,0.0010310402,0.0012920526,0.0001588249,0.00016610052,0.17852575],"genre_scores_gemma":[0.9925971,0.0015128368,0.000044521854,0.0036113365,0.00033446838,0.000101362915,0.00015512228,0.000019114945,0.001624145],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756706,0.0010620205,0.0002202169,0.00022269165,0.0004919371,0.0004360555],"domain_scores_gemma":[0.99765897,0.0006016956,0.0002375847,0.0011298924,0.00014404854,0.000227796],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017509339,0.00018344849,0.00016845144,0.000047729915,0.0037152509,0.0006039999,0.001720902,0.0001621564,0.0007212383],"category_scores_gemma":[0.00082464033,0.00009583038,0.00011904174,0.00044428615,0.00038599694,0.0004347829,0.0001321012,0.001030738,0.0006213488],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002076382,0.0000540024,0.010391589,0.000006191066,0.00006704367,0.0000013570673,0.72505367,0.00003721658,0.000102263264,0.23193917,0.017637098,0.014689627],"study_design_scores_gemma":[0.00029345427,0.000020846648,0.010203981,0.00005074906,0.00002999288,0.0000014844326,0.2834661,0.00016635214,0.000005207181,0.0007188934,0.7048347,0.00020825825],"about_ca_topic_score_codex":0.2894796,"about_ca_topic_score_gemma":0.9778798,"teacher_disagreement_score":0.68840027,"about_ca_system_score_codex":0.00034163275,"about_ca_system_score_gemma":0.00022209392,"threshold_uncertainty_score":0.9975818},"labels":[],"label_agreement":null},{"id":"W2940981918","doi":"10.24095/hpcdp.39.4.07f","title":"Recherche qualitative originale - Modélisation narrative pour étudier l’engagement à l’égard de la lutte contre les changements climatiques chez de jeunes dirigeants communautaires","year":2019,"lang":"fr","type":"article","venue":"Promotion de la santé et prévention des maladies chroniques au Canada","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.2895862309800915,"score_gpt":0.4817014157494843,"score_spread":0.19211518476939277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940981918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9105348,0.0040611676,0.0028996852,0.00879484,0.0003960113,0.0012426518,0.00016288689,0.00017942689,0.07172854],"genre_scores_gemma":[0.91197413,0.056721974,0.0063400404,0.0004418672,0.00025697777,0.00039003728,0.0002820212,0.00006181387,0.023531163],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9665137,0.031054886,0.000637667,0.0004394109,0.0005309699,0.00082336576],"domain_scores_gemma":[0.9954725,0.0027522703,0.0006658946,0.0003965734,0.00044063875,0.00027213918],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014073751,0.00044192758,0.00046925613,0.00015729482,0.0012566102,0.00028638032,0.0004636688,0.0005216412,0.016979797],"category_scores_gemma":[0.0011854246,0.00049175415,0.0001864778,0.0003965561,0.0011174133,0.00085183815,0.00019141415,0.0009391205,0.000026222342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011276659,0.0007474036,0.06973336,0.0019159736,0.00037185577,0.000011780533,0.8676324,0.00020290901,0.0011870926,0.014192745,0.012441236,0.031450495],"study_design_scores_gemma":[0.0019738085,0.0005095843,0.18263789,0.0052148243,0.00029546683,0.000029218661,0.6605488,0.0078012757,0.0018101947,0.039244547,0.09875829,0.0011760694],"about_ca_topic_score_codex":0.25224635,"about_ca_topic_score_gemma":0.8821965,"teacher_disagreement_score":0.62995017,"about_ca_system_score_codex":0.010295742,"about_ca_system_score_gemma":0.002276668,"threshold_uncertainty_score":0.9997534},"labels":[],"label_agreement":null},{"id":"W2944424628","doi":"10.1371/journal.pone.0216625","title":"Using selfies to challenge public stereotypes of scientists","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Data science; Computer science","score_opus":0.7813753932500962,"score_gpt":0.4524319057509119,"score_spread":0.3289434874991843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944424628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447446,0.00007973747,0.000008084166,0.0037189685,0.00005695329,0.00018437453,0.000004852801,0.000029760033,0.051172707],"genre_scores_gemma":[0.9969499,0.00048858684,0.0012672695,0.00008782204,0.00004654449,0.0000035127712,0.000003848631,0.0000043117648,0.001148166],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934816,0.000081967,0.00008982346,0.00008640954,0.000272291,0.00012135669],"domain_scores_gemma":[0.99950266,0.000040389503,0.00004393043,0.00020825035,0.00014594688,0.00005879642],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003412044,0.00003386046,0.00009003267,0.000086376,0.00013320289,0.000042376472,0.00020500914,0.0000334629,0.0017850028],"category_scores_gemma":[0.00008671341,0.000035762452,0.000018119496,0.00022711305,0.00006117786,0.00014387179,0.00007364703,0.000035604175,0.00027708398],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061033614,0.0058703558,0.14486474,0.0007251692,0.00022312041,7.5784544e-7,0.46270135,0.00001335196,0.2585937,0.10500546,0.0006395112,0.021301413],"study_design_scores_gemma":[0.004575146,0.0017617816,0.28105402,0.005124677,0.00050058885,0.0000019355034,0.29346055,0.006265928,0.020176603,0.009509256,0.37383598,0.003733529],"about_ca_topic_score_codex":0.00026329048,"about_ca_topic_score_gemma":0.002069496,"teacher_disagreement_score":0.37319648,"about_ca_system_score_codex":0.00004835312,"about_ca_system_score_gemma":0.000034225304,"threshold_uncertainty_score":0.9991275},"labels":[],"label_agreement":null},{"id":"W2944494213","doi":"10.3197/096327119x15519764179845","title":"Should Naturalists Believe in the Anthropocene?","year":2019,"lang":"en","type":"article","venue":"Environmental Values","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Anthropocene; Scrutiny; Naturalism; Environmental ethics; Epistemology; Natural (archaeology); Politics; Sociology; History; Philosophy; Political science; Archaeology","score_opus":0.37443976600391343,"score_gpt":0.4453091412573145,"score_spread":0.07086937525340109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944494213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384993,0.00034867373,4.8813587e-7,0.0055769403,0.00014806299,0.00019677127,0.0000062088,0.000015786052,0.055207785],"genre_scores_gemma":[0.99393904,0.003877881,0.000030113026,0.0012792535,0.00006233422,0.000007910493,0.000035093664,0.0000045397246,0.00076383684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920607,0.00024518927,0.00007975469,0.00009802595,0.00024391036,0.00012707621],"domain_scores_gemma":[0.999671,0.00007636261,0.000025720385,0.00020524455,0.000001232685,0.0000204659],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040187297,0.00005166471,0.000052671636,0.000020631416,0.00019478946,0.000031874362,0.00027023238,0.000050944403,0.0044039804],"category_scores_gemma":[0.000010435077,0.000039120077,0.000031082247,0.000062862266,0.00020234328,0.00012250096,0.000045010296,0.00011454196,0.00081916654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002045824,0.00036740856,0.7538064,0.000010192866,0.000008074617,0.0000027364192,0.21132633,0.000015127723,0.0042813597,0.0051153232,0.0043116603,0.02073494],"study_design_scores_gemma":[0.00022613617,0.000030022838,0.783795,0.000014549735,0.0000038565463,0.0000010382392,0.066320986,0.000043237735,0.00007970903,0.0011314644,0.14821585,0.0001381375],"about_ca_topic_score_codex":0.00037640467,"about_ca_topic_score_gemma":0.0003850007,"teacher_disagreement_score":0.14500533,"about_ca_system_score_codex":0.00011120356,"about_ca_system_score_gemma":0.000004554499,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W2944846476","doi":"10.7202/1060960ar","title":"Obscured by Cloud: Educating in the Anthropocene","year":2019,"lang":"en","type":"article","venue":"The Trumpeter","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anthropocene; History; Face (sociological concept); Environmental ethics; Peninsula; Sociology; Archaeology; Philosophy; Social science","score_opus":0.32234202647259025,"score_gpt":0.46163066289895566,"score_spread":0.1392886364263654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944846476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86571354,0.00015139289,0.0000014019294,0.032181766,0.00032749618,0.00019935757,0.0000026486136,0.000017349288,0.10140506],"genre_scores_gemma":[0.99681604,0.0006000455,0.0000135021755,0.0013073195,0.0001596943,0.00001401423,0.000009816184,0.000004511612,0.0010750506],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991261,0.000422152,0.00008781266,0.00007138218,0.00014495227,0.00014763034],"domain_scores_gemma":[0.9993832,0.00023100206,0.00003651156,0.0003202018,0.000013649403,0.00001542923],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087710464,0.000043903314,0.000051844334,0.000013747323,0.00027502855,0.000058741352,0.0004612353,0.00003235588,0.0027432973],"category_scores_gemma":[0.000041162646,0.00002475972,0.000028251708,0.00014736649,0.0001296098,0.000063540734,0.000032363972,0.0001199117,0.00050218636],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003322278,0.00026726825,0.06441327,0.00001908998,0.000012663831,3.7487527e-7,0.81063026,0.0000034608868,0.0022969781,0.017869715,0.055948198,0.048505507],"study_design_scores_gemma":[0.0005550267,0.000053993972,0.14576943,0.0000580566,0.000013344081,0.000003114883,0.2134213,0.00009419651,0.00007672267,0.0040374137,0.6356367,0.00028071],"about_ca_topic_score_codex":0.0013456254,"about_ca_topic_score_gemma":0.0011391186,"teacher_disagreement_score":0.597209,"about_ca_system_score_codex":0.00003580472,"about_ca_system_score_gemma":0.000020152525,"threshold_uncertainty_score":0.99816835},"labels":[],"label_agreement":null},{"id":"W2946256230","doi":"","title":"Post Atomic : A Conversation with Alison Sperling and Anna Volkmar with a Visual Response by Donald Weber","year":2018,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Conversation; Comprehension; Sociology; Face (sociological concept); Art history; Psychoanalysis; Art; Visual arts; Psychology; Social science; Philosophy; Communication; Linguistics","score_opus":0.10007264324302677,"score_gpt":0.3708525158601321,"score_spread":0.27077987261710534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946256230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944335,0.00017596458,0.00029107934,0.003929644,0.00003740399,0.00018555985,0.00017788664,0.00006789913,0.0007010493],"genre_scores_gemma":[0.99574816,0.0014124142,0.00045211348,0.0009589769,0.00019800747,0.0000065708327,0.0010899022,0.000017305763,0.00011652396],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985758,0.0004741885,0.00013516696,0.00034898278,0.00020951343,0.00025631694],"domain_scores_gemma":[0.9989792,0.00031395818,0.000102804544,0.00040267562,0.00006640606,0.00013496826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010009182,0.00013706586,0.00013674572,0.00005806636,0.00080945715,0.00021440134,0.00039235828,0.00005474103,0.000060429076],"category_scores_gemma":[0.00001423666,0.000109081586,0.000009211116,0.00018751144,0.00045767333,0.00049608346,0.00023302493,0.00012444827,0.000008931114],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009822947,0.0001869956,0.1428458,0.00019953205,0.00014752128,0.0000080942045,0.79574573,0.000015854786,0.009109255,0.00017504551,0.0026489848,0.03909425],"study_design_scores_gemma":[0.0029909557,0.0012568631,0.2446185,0.0015326337,0.00021074648,0.000046356352,0.20712094,0.25564647,0.00006373361,0.00014524865,0.28517917,0.0011883773],"about_ca_topic_score_codex":0.007855675,"about_ca_topic_score_gemma":0.09047486,"teacher_disagreement_score":0.5886248,"about_ca_system_score_codex":0.00002709201,"about_ca_system_score_gemma":0.000045468794,"threshold_uncertainty_score":0.9987511},"labels":[],"label_agreement":null},{"id":"W2947074315","doi":"","title":"The Portrayal of Climate Change in the Edmonton Journal","year":2018,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Skepticism; Climate change; Denial; Political science; Environmental ethics; Context (archaeology); Content analysis; Politics; Global warming; Psychology; Social psychology; Social science; Sociology; Epistemology; History; Law; Psychoanalysis; Ecology; Philosophy","score_opus":0.7629865971571518,"score_gpt":0.6361250007456881,"score_spread":0.12686159641146366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947074315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7251166,0.00022600063,1.6422845e-7,0.019662132,0.00009986761,0.00043590003,9.646462e-7,0.000008977862,0.25444937],"genre_scores_gemma":[0.9662833,0.032468174,0.000010429417,0.000110203466,0.000872284,0.00007792812,5.453046e-7,0.0000043606833,0.00017275395],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977933,0.0002521218,0.00019656797,0.00008969388,0.0012250916,0.00044319176],"domain_scores_gemma":[0.9987631,0.00021941334,0.00008320803,0.00011556945,0.00076190435,0.00005681037],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01463638,0.00004613969,0.000064103464,0.00010349346,0.0020847644,0.00034236457,0.0011159022,0.00004552019,0.00022832316],"category_scores_gemma":[0.0003839805,0.000026503143,0.000035358436,0.00058197335,0.0009049891,0.00021306287,0.00019748177,0.0004101364,0.00003308764],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057994726,0.00015827673,0.097016275,0.00001654427,0.0000064990104,0.0000011769852,0.7785934,4.5063095e-9,0.00032555888,0.06403604,0.004723789,0.055064417],"study_design_scores_gemma":[0.00021898167,0.00024990522,0.39481795,0.00008586743,0.000002964789,0.0000033395397,0.39869937,0.0000072231437,0.000020024665,0.002713638,0.20311955,0.00006118302],"about_ca_topic_score_codex":0.0010377762,"about_ca_topic_score_gemma":0.009182036,"teacher_disagreement_score":0.37989405,"about_ca_system_score_codex":0.000096523094,"about_ca_system_score_gemma":0.00004727687,"threshold_uncertainty_score":0.9992144},"labels":[],"label_agreement":null},{"id":"W2947233133","doi":"10.1080/23311886.2019.1625101","title":"An ecological model of climate marketing: A conceptual framework for understanding climate science related attitude and behavior change","year":2019,"lang":"en","type":"article","venue":"Cogent Social Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"Social Sciences and Humanities Research Council of Canada; Federation for the Humanities and Social Sciences","keywords":"Climate change; Government (linguistics); Conceptual model; Social ecological model; Action (physics); Environmental resource management; Social marketing; Marketing; Conceptual framework; Business; Ecology; Political science; Sociology; Environmental science; Computer science; Social science","score_opus":0.6713441892754679,"score_gpt":0.5113670353780708,"score_spread":0.15997715389739708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947233133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98883426,0.000067970446,0.00021313563,0.0011716166,0.00030665327,0.0010740544,0.000057672703,0.00007106715,0.008203547],"genre_scores_gemma":[0.99467945,0.0028879887,0.0019791308,0.00022554125,0.0000769167,0.00012305113,0.0000089773275,0.0000069341095,0.000011983192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979558,0.0002504989,0.00027401582,0.00040460445,0.0005336844,0.0005814167],"domain_scores_gemma":[0.9989634,0.00039807393,0.00024004038,0.00014352966,0.00012651912,0.00012843075],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0053452933,0.00011360394,0.00020975065,0.00012099002,0.0030272605,0.00017490688,0.0005994982,0.00017477752,0.00032745948],"category_scores_gemma":[0.00027860617,0.000106564425,0.00006839401,0.00062453194,0.004510116,0.0005961379,0.00018411233,0.00011358794,0.0000074568707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042844393,0.00023532545,0.059791178,0.00003419647,0.0000035303615,1.7354914e-7,0.05679511,0.000012594915,0.0022525352,0.8767277,0.0000070742553,0.0040977425],"study_design_scores_gemma":[0.0018973358,0.0012111795,0.31896088,0.0003708661,0.00021988894,0.0000024957792,0.56026524,0.042460773,0.000112694084,0.07140545,0.0016159667,0.0014772268],"about_ca_topic_score_codex":0.00005654471,"about_ca_topic_score_gemma":0.00027621843,"teacher_disagreement_score":0.80532223,"about_ca_system_score_codex":0.00022799053,"about_ca_system_score_gemma":0.00015363787,"threshold_uncertainty_score":0.9982707},"labels":[],"label_agreement":null},{"id":"W2947420321","doi":"","title":"Experiences of natural climate variability in Newfoundland and Labrador","year":2018,"lang":"en","type":"dissertation","venue":"Memorial University Research Repository (Memorial University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Climate change; Geography; Baseline (sea); Climate state; Climatology; Perception; Natural (archaeology); Climatic variability; Environmental resource management; Environmental science; Global warming; Effects of global warming; Psychology; Political science; Ecology","score_opus":0.11771588558371444,"score_gpt":0.37807074058287576,"score_spread":0.26035485499916133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947420321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8165715,0.000047686535,0.0000014362827,0.000062136656,0.006109909,0.0005707036,0.000021730337,0.00005128016,0.17656364],"genre_scores_gemma":[0.9623142,0.003458323,0.00011149156,0.0000029604676,0.0023526286,0.000001200401,0.00019794647,0.000020329666,0.031540953],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99382883,0.0036043762,0.00030855683,0.0006660952,0.0009822622,0.0006098975],"domain_scores_gemma":[0.9971172,0.00082528236,0.00028864318,0.00053660333,0.00097359135,0.0002586801],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0032033713,0.00024141863,0.000492857,0.0011576415,0.0019354816,0.00014272504,0.0012187618,0.00062678434,0.00031398234],"category_scores_gemma":[0.0006339523,0.00030200082,0.0001444529,0.0016562598,0.0015364662,0.00071818696,0.00037690398,0.0008375623,0.000013576597],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017102983,0.0008548964,0.011042643,0.0008599255,0.00018198574,0.0004965778,0.90994924,0.000001959342,0.006024147,0.03997685,0.0017896405,0.011719156],"study_design_scores_gemma":[0.0026320335,0.00030743444,0.007751842,0.00036894745,0.0000974463,0.0000027033939,0.7983319,0.000064404354,0.0003985252,0.0002688688,0.1891501,0.00062578096],"about_ca_topic_score_codex":0.04779464,"about_ca_topic_score_gemma":0.15723114,"teacher_disagreement_score":0.18736045,"about_ca_system_score_codex":0.0015964789,"about_ca_system_score_gemma":0.0010467487,"threshold_uncertainty_score":0.9999432},"labels":[],"label_agreement":null},{"id":"W2948246836","doi":"","title":"Concerning the politicization of climate science: epistemic dependency, trust in expert testimony, and determining What We Ought to Believe","year":2018,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dependency (UML); Climate science; Epistemology; Political science; Climate change; Computer science; Philosophy; Artificial intelligence","score_opus":0.11309624613055015,"score_gpt":0.35938418087519325,"score_spread":0.2462879347446431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948246836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94127536,0.0009990614,0.00010733884,0.001988141,0.0009774335,0.0006964812,0.000025821982,0.00006648013,0.05386388],"genre_scores_gemma":[0.94731915,0.046011746,0.00042961942,0.0001223483,0.00014657217,0.000004768201,0.00025162808,0.000023670522,0.0056904918],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983897,0.00021458541,0.00025456375,0.00035573854,0.00041170418,0.0003736923],"domain_scores_gemma":[0.99884486,0.00012105293,0.0002856843,0.0003195373,0.00028807466,0.00014078464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058529753,0.00016841636,0.00023117405,0.00067429646,0.0009991156,0.00022570018,0.00070579106,0.00019704095,0.0003392268],"category_scores_gemma":[0.00013590133,0.00017434827,0.000052516287,0.001195592,0.00057230925,0.00074727373,0.00015450268,0.00019212614,0.000013774695],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014466846,0.0000955021,0.008077833,0.00021431969,0.000025404663,0.000011692021,0.82196635,0.000011260069,0.0024226073,0.01452371,0.00015796539,0.15234868],"study_design_scores_gemma":[0.00046093413,0.00008654796,0.00775216,0.002005206,0.00006815725,0.0000020867583,0.94646204,0.00028230547,0.00036161143,0.00018704394,0.041927982,0.0004039036],"about_ca_topic_score_codex":0.0019418636,"about_ca_topic_score_gemma":0.14051813,"teacher_disagreement_score":0.15194479,"about_ca_system_score_codex":0.00032865084,"about_ca_system_score_gemma":0.00030178015,"threshold_uncertainty_score":0.87516516},"labels":[],"label_agreement":null},{"id":"W2949172759","doi":"10.1136/bmjopen-2018-025783","title":"Making headlines: an analysis of US government-funded cancer research mentioned in online media","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Medicine; Cancer; Breast cancer; Government (linguistics); Family medicine; Alternative medicine; Pathology; Internal medicine","score_opus":0.8568192421694625,"score_gpt":0.6829155679696939,"score_spread":0.1739036741997686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949172759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695312,0.000028869199,0.0000019439956,0.0022074552,0.000073464515,0.001418199,0.000076879325,0.000006628144,0.026655395],"genre_scores_gemma":[0.9975962,0.000657282,0.00024813207,0.00012636003,0.000053413354,0.0001463437,0.00012459063,0.000004978124,0.0010426758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998043,0.0007310398,0.00024334356,0.00015012934,0.00067055563,0.00016195637],"domain_scores_gemma":[0.99912757,0.00018732608,0.00010951461,0.0004072089,0.00012531216,0.000043050095],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035064823,0.00004266853,0.00018756479,0.00014733172,0.00012790422,0.000083500534,0.0006800765,0.000054143573,0.00588809],"category_scores_gemma":[0.00018662699,0.00004216379,0.000039336854,0.0011730673,0.00007250476,0.00026423766,0.0002816167,0.0000932004,0.000023798792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024565743,0.0004486127,0.8978922,0.000030790186,0.0000977498,7.6601304e-7,0.07601862,0.000227795,0.00259233,0.005395635,0.00017051495,0.016879333],"study_design_scores_gemma":[0.0006018989,0.000035260615,0.8402753,0.00016343176,0.000049491533,4.2111502e-8,0.14323424,0.0033196,0.000020102572,0.00024175878,0.011933351,0.00012551693],"about_ca_topic_score_codex":0.052835368,"about_ca_topic_score_gemma":0.7659389,"teacher_disagreement_score":0.7131035,"about_ca_system_score_codex":0.00035017537,"about_ca_system_score_gemma":0.000106513675,"threshold_uncertainty_score":0.9950207},"labels":[],"label_agreement":null},{"id":"W2949527592","doi":"10.1017/s0032247419000123","title":"Green Edge Outreach Project: A large-scale public and educational initiative","year":2019,"lang":"en","type":"article","venue":"Polar Record","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Agence Nationale de la Recherche","keywords":"Outreach; Exhibition; Arctic; Social media; Infographic; Public relations; Science communication; Science education; The arctic; Citizen science; Political science; Sociology; Library science; Geography; World Wide Web; Computer science; Ecology; Pedagogy; Oceanography","score_opus":0.33314909956339406,"score_gpt":0.42948080989038157,"score_spread":0.09633171032698751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949527592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7018568,0.00027544622,0.000017477454,0.026802298,0.00035184124,0.00044274345,0.0000700654,0.000059528258,0.2701238],"genre_scores_gemma":[0.98440766,0.0017817173,0.00052694447,0.00095625845,0.00037312374,0.000049836144,0.00020410426,0.000012979926,0.011687388],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921954,0.00021467944,0.00010295076,0.00014242795,0.00013443822,0.0001859731],"domain_scores_gemma":[0.9994853,0.00011616909,0.000059931535,0.0001694869,0.00009725352,0.00007181959],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004284366,0.0000609842,0.00008429752,0.00008775769,0.00030743598,0.0000850357,0.00015734644,0.000065968285,0.002851055],"category_scores_gemma":[0.00008645078,0.00006152291,0.000029357687,0.00019778698,0.00007207187,0.00029583886,0.000068526504,0.00011105895,0.0004469693],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013200654,0.0002138384,0.76453114,0.00002902639,0.000013942759,1.10992836e-7,0.1399112,6.412419e-9,0.00008675942,0.01590876,0.0053570694,0.073934965],"study_design_scores_gemma":[0.00021051735,0.000026288917,0.10059774,0.000014590239,0.0000047630297,7.751713e-7,0.0211612,0.000045016703,0.0000011404269,0.0014876598,0.8763377,0.00011257546],"about_ca_topic_score_codex":0.004618235,"about_ca_topic_score_gemma":0.033643212,"teacher_disagreement_score":0.8709807,"about_ca_system_score_codex":0.000078139106,"about_ca_system_score_gemma":0.00015368291,"threshold_uncertainty_score":0.99806046},"labels":[],"label_agreement":null},{"id":"W2949896898","doi":"10.25810/8qh4-1973","title":"Media and Climate Change Observatory Monthly Summary: Life as We Know It - Issue 29, May 2019","year":2019,"lang":"en","type":"article","venue":"CU Scholar (University of Colorado Boulder)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observatory; Climate change; Meteorology; Environmental science; Climatology; Geography; Oceanography; Geology","score_opus":0.18697016243289258,"score_gpt":0.3477884163599427,"score_spread":0.1608182539270501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949896898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87578404,0.0052754027,0.0000018343927,0.06550631,0.00049989065,0.0006467783,0.00015143749,0.00012250681,0.052011825],"genre_scores_gemma":[0.73459727,0.25275588,0.0005936407,0.0028158075,0.00030378543,0.0000029711787,0.00021462048,0.00003438914,0.008681674],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984452,0.00042856243,0.00013860191,0.00028096995,0.00038353846,0.00032308625],"domain_scores_gemma":[0.99865115,0.00018110516,0.0001839682,0.000425316,0.00019516729,0.00036326904],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010569782,0.00014236629,0.0002955713,0.00015898158,0.0008994312,0.000085701286,0.0005993185,0.0002852493,0.00405155],"category_scores_gemma":[0.00020048452,0.00018533459,0.00009269528,0.00036075653,0.0003877777,0.0013184001,0.00033305565,0.00038451108,0.0011632357],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007062382,0.0005656137,0.1959151,0.00053944776,0.00015109467,0.000030849136,0.5073562,0.000005186511,0.0017631535,0.03379195,0.17509207,0.084083095],"study_design_scores_gemma":[0.0005745379,0.00006724557,0.06550362,0.00014336793,0.000037039164,3.6646924e-7,0.08057211,0.0000772175,0.000002836455,0.00015604254,0.8526637,0.00020191628],"about_ca_topic_score_codex":0.0036063052,"about_ca_topic_score_gemma":0.009052553,"teacher_disagreement_score":0.67757165,"about_ca_system_score_codex":0.00011184759,"about_ca_system_score_gemma":0.00015289908,"threshold_uncertainty_score":0.9996145},"labels":[],"label_agreement":null},{"id":"W2949988812","doi":"10.29173/cais1094","title":"“It Feels Like Engaging With a Friend”: Using Interpersonal Communication Strategies to Encourage Science Conversations With Lay Audiences on Social Media","year":2019,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Interpersonal communication; Social media; Science communication; Public relations; Psychology; Sociology; Internet privacy; Social psychology; Political science; Computer science; Science education; Pedagogy","score_opus":0.18095809424478365,"score_gpt":0.3695743345223623,"score_spread":0.18861624027757867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949988812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95520157,0.000017232815,0.00002728391,0.0057298024,0.00007473368,0.00036075478,0.000038729613,0.00003263587,0.03851726],"genre_scores_gemma":[0.9986567,0.00010479209,0.00080076896,0.00026998835,0.000044102,0.00002020321,0.0000040190307,0.000011105077,0.000088338544],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982809,0.00007479796,0.00026093988,0.00026115772,0.0007848746,0.0003373347],"domain_scores_gemma":[0.98335665,0.00030115913,0.00048492706,0.0002035018,0.015541407,0.00011233476],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001294583,0.0001679334,0.00025866833,0.00022209679,0.0009602793,0.0021164143,0.0017905254,0.00007770155,0.00011850973],"category_scores_gemma":[0.0024522592,0.0001240822,0.000054952234,0.0008888641,0.0018310244,0.006698107,0.00032042468,0.0002749999,0.0000052322193],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001362302,0.00007346699,0.018677332,0.000049083425,0.00002221911,1.5864128e-7,0.9463584,0.000027898297,0.008784066,0.024086619,0.00012036485,0.001664175],"study_design_scores_gemma":[0.0005419273,0.00028938806,0.0695672,0.0008269164,0.000057931487,0.000007501076,0.9139173,0.00049210497,0.0015849364,0.0007471737,0.011601339,0.0003662711],"about_ca_topic_score_codex":0.0006954106,"about_ca_topic_score_gemma":0.001361791,"teacher_disagreement_score":0.050889872,"about_ca_system_score_codex":0.00018115724,"about_ca_system_score_gemma":0.00077918347,"threshold_uncertainty_score":0.9989195},"labels":[],"label_agreement":null},{"id":"W2952505577","doi":"10.3389/fpsyg.2019.01541","title":"Motivated Attention in Climate Change Perception and Action","year":2019,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Climate change; Biology and political orientation; Perception; Psychology; Scientific consensus; Skepticism; Politics; Motivated reasoning; Social psychology; Scientific evidence; Action (physics); Sign (mathematics); Political science; Global warming; Law","score_opus":0.33148235332389525,"score_gpt":0.4712767277565515,"score_spread":0.13979437443265624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952505577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774146,0.00016458583,0.0001674204,0.0035348667,0.0016063171,0.0003836089,0.0000027231522,0.000039145598,0.016686738],"genre_scores_gemma":[0.971127,0.027417773,0.0006124285,0.00056132546,0.00008440696,0.000044058514,0.00004243516,0.000007967,0.000102627484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989865,0.00034638593,0.00015578412,0.00021047024,0.00008040447,0.00022046271],"domain_scores_gemma":[0.9997104,0.000016130602,0.000056934896,0.00016416635,0.000019462284,0.00003293948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059842766,0.00006456527,0.00012069039,0.00029491796,0.00007835507,0.000017821369,0.00010176743,0.0001793091,0.00040959078],"category_scores_gemma":[0.000018595285,0.000074473544,0.000019515759,0.00030533073,0.000097246,0.00026026668,0.00002485764,0.00015610368,0.00008944117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000485547,0.000050399114,0.77140266,0.000009829412,0.000001216755,4.061649e-7,0.0099411635,1.792461e-7,0.0009016012,0.00022664959,0.000473787,0.21694356],"study_design_scores_gemma":[0.0006176977,0.000031268173,0.97021884,0.000033632226,0.0000018614749,8.925703e-7,0.014683188,0.0002510129,3.8388362e-7,0.001284962,0.012791868,0.000084386644],"about_ca_topic_score_codex":0.0004853575,"about_ca_topic_score_gemma":0.0024844604,"teacher_disagreement_score":0.21685918,"about_ca_system_score_codex":0.00012714471,"about_ca_system_score_gemma":0.00000460908,"threshold_uncertainty_score":0.44847316},"labels":[],"label_agreement":null},{"id":"W2952596699","doi":"10.15173/sciential.v1i2.2126","title":"Science Communication: An Interview with Katie Moisse","year":2019,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Science communication; Multitude; Storytelling; Field (mathematics); Engineering ethics; Journalism; Public relations; Technical communication; Bridge (graph theory); Sociology; Science education; Political science; Pedagogy; Media studies; Engineering; Narrative","score_opus":0.2647449306484698,"score_gpt":0.4308671178783246,"score_spread":0.16612218722985478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952596699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7501459,0.00019054874,0.0011181239,0.026097849,0.001838137,0.00059357466,0.0000039314136,0.00013469502,0.21987724],"genre_scores_gemma":[0.98903745,0.0008278638,0.0037846377,0.00082760234,0.00016283037,0.0000051356888,0.0000041714,0.00001547917,0.0053348355],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948435,0.0004643556,0.00044098767,0.0005960837,0.0027114057,0.0009437051],"domain_scores_gemma":[0.9962623,0.000055781704,0.0003940006,0.0010708161,0.00140098,0.0008160891],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.011825012,0.0002005911,0.00021914816,0.001012999,0.006459455,0.0036871326,0.004349571,0.000058361336,0.0031946853],"category_scores_gemma":[0.00015219953,0.00016103162,0.00007901339,0.0054155975,0.008047882,0.006965204,0.0005323707,0.0005030025,0.00046496128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027221657,0.0016135396,0.023839349,0.000086668995,0.00005085341,0.000015567852,0.20451425,0.0007431652,0.11154135,0.26306954,0.002306195,0.3919473],"study_design_scores_gemma":[0.0060630566,0.0034706504,0.051644526,0.0018392843,0.00016225722,0.0007503196,0.23729491,0.014745022,0.0026668273,0.043356217,0.6344903,0.0035166303],"about_ca_topic_score_codex":0.00017851104,"about_ca_topic_score_gemma":0.0012296935,"teacher_disagreement_score":0.6321841,"about_ca_system_score_codex":0.00060805667,"about_ca_system_score_gemma":0.0025039886,"threshold_uncertainty_score":0.99771655},"labels":[],"label_agreement":null},{"id":"W2954112457","doi":"10.22230/cjc.2019v44n2a3339","title":"The Microbiome as TED Knows It: Popular Science Communication and the Neoliberal Subject","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Neoliberalism (international relations); Crowdsourcing; Subjectivity; Biopower; Subject (documents); Ideology; Sociology; Citizen science; Marketization; Variety (cybernetics); Science communication; Environmental ethics; Political science; Social science; Media studies; Epistemology; Science education; Politics; Law","score_opus":0.12654071812571863,"score_gpt":0.38285125059175246,"score_spread":0.25631053246603386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954112457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7737301,0.013353507,0.000007951438,0.13764143,0.0003146775,0.0005895504,0.0000051146117,0.000014406274,0.07434326],"genre_scores_gemma":[0.9766875,0.020900693,0.00016050242,0.001054774,0.00003644796,0.0000063065618,0.00001047449,0.000008505864,0.0011348164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770296,0.0013081857,0.000379281,0.00008020861,0.00026361606,0.00026575092],"domain_scores_gemma":[0.9968989,0.0006120485,0.0004115398,0.0012030726,0.00062851474,0.0002459065],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0063951802,0.00008508338,0.0001433113,0.00019514296,0.0034817676,0.0005963397,0.0024467648,0.00007010489,0.00019350646],"category_scores_gemma":[0.0006604157,0.000057923648,0.000068012836,0.0005984332,0.0030731733,0.00051862723,0.00012084988,0.0003959572,0.000057354646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023311195,0.00004982576,0.009649916,0.000015096221,0.00007434499,0.0000012171757,0.32244042,0.000035697405,0.0023231609,0.5765965,0.010411528,0.07816921],"study_design_scores_gemma":[0.0012086382,0.00004737645,0.0131017035,0.00016237979,0.00003549716,0.000052153213,0.04250141,0.000265413,0.00003813768,0.016716968,0.9256862,0.00018416658],"about_ca_topic_score_codex":0.058710676,"about_ca_topic_score_gemma":0.28142652,"teacher_disagreement_score":0.9152746,"about_ca_system_score_codex":0.00034882445,"about_ca_system_score_gemma":0.0012512904,"threshold_uncertainty_score":0.99963987},"labels":[],"label_agreement":null},{"id":"W2954903662","doi":"10.1177/1086026619858857","title":"Three Paradoxes of Climate Truth for the Anthropocene Social Scientist","year":2019,"lang":"en","type":"article","venue":"Organization & Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anthropocene; Objectivity (philosophy); Environmental ethics; Sociology; Epistemology; Climate change; Face (sociological concept); Social science; Philosophy","score_opus":0.14658522993359696,"score_gpt":0.36300966263247925,"score_spread":0.21642443269888229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954903662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089119,0.0005063668,0.041170564,0.027064914,0.00188877,0.0029998443,0.00023795795,0.00015741371,0.017062271],"genre_scores_gemma":[0.9949921,0.00433129,0.00026818103,0.000087950546,0.00010249007,0.000010840829,0.000081134116,0.000012978949,0.000113056456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932915,0.00004470907,0.00014478731,0.00012190341,0.00022206623,0.00013737373],"domain_scores_gemma":[0.9995128,0.00011001044,0.00011935392,0.00019805635,0.000036736266,0.000023079498],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040084543,0.000055240853,0.00007988874,0.000022899154,0.00077630026,0.00003728856,0.00021620849,0.000047059246,0.0056486516],"category_scores_gemma":[0.000048471324,0.00004584515,0.000031714528,0.00017587662,0.0002720361,0.00008248642,0.00006446139,0.000031329393,0.00019290137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008594918,0.00089571695,0.39082664,0.00015237197,0.00010415716,1.9013052e-7,0.06997936,0.0005186388,0.015190207,0.38709015,0.004327041,0.1308296],"study_design_scores_gemma":[0.0013425483,0.00010717684,0.684031,0.000025908164,0.00011611556,5.6186786e-7,0.016532904,0.0011441286,0.001643793,0.0022452814,0.292415,0.00039555022],"about_ca_topic_score_codex":0.000051330248,"about_ca_topic_score_gemma":0.0000778081,"teacher_disagreement_score":0.38484484,"about_ca_system_score_codex":0.000084585925,"about_ca_system_score_gemma":0.000018403172,"threshold_uncertainty_score":0.9952603},"labels":[],"label_agreement":null},{"id":"W2956586355","doi":"10.1007/s10508-019-01519-7","title":"Science Has Always Been Ideological, You Just Don’t See It","year":2019,"lang":"en","type":"letter","venue":"Archives of Sexual Behavior","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Ideology; Public health; Psychology; Sexual behavior; Social psychology; Politics; Political science; Medicine; Law; Nursing","score_opus":0.5410389492833254,"score_gpt":0.45667663844506373,"score_spread":0.08436231083826168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956586355","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16279276,0.00024622752,0.000031001884,0.7149696,0.0013088859,0.0014863071,0.0005015826,0.00020377219,0.11845991],"genre_scores_gemma":[0.35156238,0.005686465,0.0042125797,0.47355527,0.0077783675,0.00047830198,0.0039806785,0.00021646316,0.1525295],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715006,0.0003368631,0.0004315353,0.00058750896,0.0008727279,0.00062128995],"domain_scores_gemma":[0.99786526,0.00059919775,0.00033613155,0.0009756527,0.00011277453,0.00011099686],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061344,0.0002623932,0.0004076781,0.0004475127,0.00096468406,0.00019159507,0.0021438517,0.000413004,0.0027918648],"category_scores_gemma":[0.00020061752,0.00024803073,0.00010864667,0.0004252394,0.0054656896,0.0002624854,0.0005761162,0.0010558695,0.00037004388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042632946,0.0005237754,0.014479851,0.00027522555,0.00003038413,0.000045532848,0.11892239,0.000002701209,0.029837484,0.0011061649,0.7580605,0.076673344],"study_design_scores_gemma":[0.00019586686,0.0002505592,0.015707206,0.00007096638,0.00011558117,0.0000030196409,0.009396335,0.000006144029,0.000044856468,0.00010696389,0.973713,0.0003895404],"about_ca_topic_score_codex":0.0029049655,"about_ca_topic_score_gemma":0.001272263,"teacher_disagreement_score":0.2414143,"about_ca_system_score_codex":0.00008986942,"about_ca_system_score_gemma":0.0005294879,"threshold_uncertainty_score":0.9999972},"labels":[],"label_agreement":null},{"id":"W2957189115","doi":"10.1177/1464884919862655","title":"Beyond the boundaries of science: Resistance to misinformation by scientist citizens","year":2019,"lang":"en","type":"article","venue":"Journalism","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Misinformation; Public relations; Political science; Resistance (ecology); Politics; Journalism; TRACE (psycholinguistics); Corporate governance; Sociology; Media studies; Internet privacy; Law; Business; Computer science","score_opus":0.10588693403856513,"score_gpt":0.40459007496653543,"score_spread":0.2987031409279703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957189115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72601193,0.00023056062,0.000060422102,0.032660592,0.0009285612,0.00020441257,0.00002160208,0.000015948523,0.23986596],"genre_scores_gemma":[0.98805237,0.0005678449,0.00018681893,0.0012396484,0.000070008,0.000002628774,0.0000055633955,0.000002999039,0.009872105],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988419,0.000073784395,0.00019132622,0.00007176432,0.0006493272,0.00017192832],"domain_scores_gemma":[0.99914366,0.00005643172,0.0001507238,0.00025183195,0.00031516954,0.00008216587],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002301185,0.000041526768,0.00006940915,0.00010130944,0.0020178442,0.0005927993,0.0005487666,0.000028054677,0.00083513744],"category_scores_gemma":[0.00020299527,0.000031102725,0.000031884763,0.0007235449,0.0014263287,0.00044778292,0.000060100323,0.00008937196,0.0001131011],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032945343,0.00004787865,0.0015367253,0.000018279672,0.000006554959,1.5859342e-7,0.38868564,0.0000053588865,0.023634024,0.2867887,0.29190007,0.007343646],"study_design_scores_gemma":[0.00011904707,0.000009762734,0.0036726268,0.00002734985,0.0000024033375,6.8661717e-7,0.019702157,0.000012945924,0.00032969753,0.0033155112,0.9727522,0.000055608925],"about_ca_topic_score_codex":0.00021408148,"about_ca_topic_score_gemma":0.0012850253,"teacher_disagreement_score":0.6808521,"about_ca_system_score_codex":0.00013474176,"about_ca_system_score_gemma":0.00022545892,"threshold_uncertainty_score":0.9992814},"labels":[],"label_agreement":null},{"id":"W2960274329","doi":"10.1038/d41586-019-02141-2","title":"The battle to rebuild centuries of science after an epic inferno","year":2019,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"EPIC; Battle; Work (physics); History; Humanities; Art; Political science; Ancient history; Engineering; Literature","score_opus":0.11501329009303964,"score_gpt":0.44824129412537467,"score_spread":0.33322800403233505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960274329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96400577,0.00032286707,8.183008e-7,0.008490207,0.00074933126,0.000121760735,0.0000058483197,0.000018180572,0.026285227],"genre_scores_gemma":[0.9979671,0.00047942356,0.000078588426,0.00055447564,0.000070614595,0.0000049871983,0.0000022648044,0.000002562193,0.00083998294],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993696,0.00006440801,0.00006350737,0.0000906938,0.0002828451,0.00012894928],"domain_scores_gemma":[0.9993086,0.00012262794,0.00002886501,0.0003356059,0.00014734,0.00005696198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063944043,0.000033037843,0.000043055956,0.00003861023,0.00035188312,0.00006580225,0.00039218288,0.00016273235,0.00065209286],"category_scores_gemma":[0.00033484568,0.000023003697,0.000017816603,0.0003438802,0.00039165828,0.00018220623,0.000080730875,0.0002984475,0.00009469558],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023267353,0.00020526188,0.18609764,0.00004793511,0.000011946428,7.5483194e-7,0.42459798,0.000012863233,0.0225755,0.24913208,0.012225908,0.10485947],"study_design_scores_gemma":[0.00006166593,0.000032680022,0.21463105,0.000020860856,0.0000020125915,1.3666317e-7,0.013019285,0.000008189722,0.000295749,0.000707649,0.7711514,0.00006929509],"about_ca_topic_score_codex":0.00015210251,"about_ca_topic_score_gemma":0.0032822785,"teacher_disagreement_score":0.7589255,"about_ca_system_score_codex":0.00004374578,"about_ca_system_score_gemma":0.00006156721,"threshold_uncertainty_score":0.71399593},"labels":[],"label_agreement":null},{"id":"W2963824812","doi":"10.1371/journal.pone.0218305","title":"Climate science curricula in Canadian secondary schools focus on human warming, not scientific consensus, impacts or solutions","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Scientific consensus; Climate change; Global warming; Political science; Politics; Public relations; Engineering ethics; Ecology; Engineering; Law","score_opus":0.47003265318276477,"score_gpt":0.42803208644525065,"score_spread":0.04200056673751412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963824812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323311,0.00003976244,6.201929e-8,0.0070055462,0.0001576015,0.00051501516,0.000089753376,0.000058409456,0.059802737],"genre_scores_gemma":[0.99797916,0.00032476158,0.000103691506,0.00041000987,0.00005621407,0.000022789904,0.000033916327,0.000010374304,0.0010590884],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99776924,0.00017503159,0.00022967637,0.00034743673,0.0005913337,0.0008872735],"domain_scores_gemma":[0.99858725,0.00009696268,0.00008908739,0.0005314764,0.00021435699,0.00048083707],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023877097,0.00010712478,0.00016528126,0.0006083282,0.0024061215,0.00040866394,0.00049849105,0.00008656302,0.0028655361],"category_scores_gemma":[0.0004894727,0.00010435176,0.000034592118,0.0011479413,0.0007201595,0.0002859498,0.000105937244,0.00034097544,0.0013975366],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015070413,0.004382716,0.2905909,0.000331607,0.000058520265,0.00003969478,0.100416884,0.000021401647,0.40235022,0.18050086,0.005799866,0.015356597],"study_design_scores_gemma":[0.005618231,0.0010352234,0.8131738,0.0068598404,0.00018288122,0.000010960321,0.06624442,0.0035855563,0.01647137,0.004920208,0.07842736,0.0034701896],"about_ca_topic_score_codex":0.19737089,"about_ca_topic_score_gemma":0.8868742,"teacher_disagreement_score":0.6895033,"about_ca_system_score_codex":0.0009804722,"about_ca_system_score_gemma":0.0015957662,"threshold_uncertainty_score":0.99938},"labels":[],"label_agreement":null},{"id":"W2964099896","doi":"10.22323/1.358.0951","title":"Capturing Cosmic Ray Research and Researchers with Art","year":2019,"lang":"en","type":"article","venue":"Proceedings of 36th International Cosmic Ray Conference — PoS(ICRC2019)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Outreach; Cosmic ray; Portrait; COSMIC cancer database; Event (particle physics); Computer science; Visual arts; Astronomy; Physics; Political science; Art; Astrophysics","score_opus":0.5409222051244468,"score_gpt":0.479379017726536,"score_spread":0.06154318739791076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964099896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7587142,0.000091168076,0.000023940876,0.007045248,0.00015882644,0.00052357314,0.000019752206,0.000055884648,0.23336743],"genre_scores_gemma":[0.98019797,0.002760344,0.0005314347,0.00013322351,0.00012483608,0.000044871198,0.00003361532,0.000022254218,0.016151454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99742436,0.0000711949,0.00033615527,0.00042603433,0.0012733837,0.00046887016],"domain_scores_gemma":[0.9965511,0.0003038863,0.0002067492,0.00017614049,0.0025626696,0.00019945845],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024088728,0.00016469571,0.00024113993,0.00042854928,0.00032435035,0.000374751,0.000986301,0.00013051677,0.0014738269],"category_scores_gemma":[0.0004022504,0.00015381463,0.000043752578,0.00037122797,0.00082506967,0.0007030419,0.00027318418,0.000555464,0.00027766437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002190461,0.0007048408,0.264907,0.0005976216,0.0003392163,0.0000051217044,0.11845111,0.000019891515,0.14559558,0.4202005,0.022018721,0.024969926],"study_design_scores_gemma":[0.0062472625,0.0017976635,0.08388535,0.0030353945,0.00006287989,0.00003696774,0.1994211,0.0041091065,0.0057590264,0.04279197,0.6510169,0.0018364091],"about_ca_topic_score_codex":0.0011445282,"about_ca_topic_score_gemma":0.00050448504,"teacher_disagreement_score":0.62899816,"about_ca_system_score_codex":0.0002664387,"about_ca_system_score_gemma":0.000261934,"threshold_uncertainty_score":0.99943894},"labels":[],"label_agreement":null},{"id":"W2964380409","doi":"10.1525/collabra.223","title":"A Perspective on the Relevance and Public Reception of Psychological Science","year":2019,"lang":"en","type":"article","venue":"Collabra Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Psychological science; Perspective (graphical); Relevance (law); Psychological research; Publishing; Psychology; Social psychology; Applied psychology; Computer science; Political science","score_opus":0.42204770266653896,"score_gpt":0.5353211704111485,"score_spread":0.1132734677446095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964380409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67985046,0.00008430405,0.000007895979,0.0392633,0.00028870668,0.00023491385,0.0000019733875,0.000021876982,0.28024656],"genre_scores_gemma":[0.9941969,0.0029083742,0.0001088595,0.0021150357,0.000047271347,0.000017461714,9.507546e-7,0.0000036462889,0.00060150604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988805,0.00032524602,0.00011792441,0.00027033093,0.00021382482,0.00019214401],"domain_scores_gemma":[0.9988294,0.00031209906,0.000091816466,0.00045456976,0.00025539382,0.00005667382],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012324279,0.000056723053,0.00009468849,0.00010477449,0.00036290713,0.000041356307,0.0004323765,0.0000859793,0.0019320786],"category_scores_gemma":[0.00079891464,0.000041614723,0.000022373199,0.00077515974,0.0016829699,0.00011985385,0.00005134115,0.00013939987,0.00020743272],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009974833,0.00021846166,0.009811521,0.0000032674188,0.0000042114075,1.9350469e-7,0.024235884,2.9339023e-7,0.014589704,0.9220104,0.00352921,0.025497086],"study_design_scores_gemma":[0.0014315549,0.0012508788,0.5162491,0.000063991174,0.000009638154,0.000011693545,0.1025247,0.00005447653,0.000088590554,0.052902073,0.32503313,0.00038014702],"about_ca_topic_score_codex":0.000068459005,"about_ca_topic_score_gemma":0.00033396576,"teacher_disagreement_score":0.8691083,"about_ca_system_score_codex":0.00010920786,"about_ca_system_score_gemma":0.000041785872,"threshold_uncertainty_score":0.9989803},"labels":[],"label_agreement":null},{"id":"W2965645444","doi":"10.5539/jsd.v12n4p112","title":"Climate Change: What Are the Implications of Worldview, Political Orientation, Values on Climate Belief and Engagement in the French Context?","year":2019,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Région Hauts-de-France; Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche","keywords":"Biology and political orientation; Opposition (politics); Skepticism; Climate change; Politics; Perception; Ideology; Social psychology; Context (archaeology); Sociology; Environmental ethics; Psychology; Political science; Epistemology; Geography; Ecology; Law","score_opus":0.18347184018467394,"score_gpt":0.4074850879138491,"score_spread":0.22401324772917514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965645444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94725776,0.00096232054,0.0000070315773,0.04613713,0.00015396826,0.0007859896,0.0000030222104,0.000005748635,0.0046870117],"genre_scores_gemma":[0.9849725,0.012858192,0.00008925295,0.0018228324,0.000068356894,0.000056911853,0.0000054523734,0.0000054981665,0.00012101071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981681,0.0005237833,0.00046896076,0.000096867865,0.0003853987,0.0003569051],"domain_scores_gemma":[0.99843925,0.00042539026,0.0003830355,0.00020723742,0.0004817041,0.00006338246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004211488,0.000087404835,0.00016834546,0.00016125229,0.0005823882,0.00017666077,0.00036239743,0.000041849613,0.00009588935],"category_scores_gemma":[0.00015782067,0.000054597112,0.00004068209,0.0003527787,0.0001324747,0.00045066077,0.00010318643,0.00021432,0.000009180181],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004721588,0.00031510738,0.10976869,0.0001681413,0.000023404386,0.0000058648666,0.36852962,0.000004807703,0.00001595781,0.47252098,0.0004875721,0.048112635],"study_design_scores_gemma":[0.00023840134,0.00004289309,0.42786336,0.00017434714,0.0000089102095,0.0000023236146,0.53569967,0.000002115764,0.000010433078,0.0017104355,0.034194466,0.00005263758],"about_ca_topic_score_codex":0.00012246906,"about_ca_topic_score_gemma":0.00047222862,"teacher_disagreement_score":0.47081053,"about_ca_system_score_codex":0.00031590406,"about_ca_system_score_gemma":0.00013661849,"threshold_uncertainty_score":0.4479318},"labels":[],"label_agreement":null},{"id":"W2965835594","doi":"10.4000/vertigo.23203","title":"Communiquer l’action en changements climatiques au Québec ","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","score_opus":0.44750172373195163,"score_gpt":0.462176409441032,"score_spread":0.01467468570908037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965835594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7179,0.0019483779,0.0005149892,0.07446655,0.0032260008,0.00039108848,0.000029369212,0.00020227782,0.2013214],"genre_scores_gemma":[0.9413465,0.025339605,0.00089790375,0.0026872428,0.0021253936,0.000046619047,0.00006985544,0.000029092538,0.027457787],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790776,0.0010315222,0.00025418954,0.00017553077,0.00024947012,0.0003815295],"domain_scores_gemma":[0.99888164,0.00015874954,0.00012657177,0.00052341324,0.00017412992,0.00013547376],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007034828,0.0001507519,0.00015621737,0.00008134753,0.00125061,0.00007208442,0.00044465438,0.00023067898,0.010042636],"category_scores_gemma":[0.0000987227,0.00016635783,0.000085440544,0.00031019002,0.00075211213,0.00045148892,0.000195983,0.00022137434,0.003355584],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059359387,0.00045963516,0.07396044,0.00011755072,0.00006427454,9.631018e-7,0.47389075,3.8785106e-7,0.0012027348,0.024929337,0.037720237,0.3875943],"study_design_scores_gemma":[0.00018702878,0.00014347615,0.03820522,0.0001440431,0.000033257213,0.0000012380118,0.016506456,0.00032369542,0.00022679902,0.00056383887,0.94346905,0.00019589181],"about_ca_topic_score_codex":0.24680732,"about_ca_topic_score_gemma":0.7807507,"teacher_disagreement_score":0.90574884,"about_ca_system_score_codex":0.0013271305,"about_ca_system_score_gemma":0.00021528882,"threshold_uncertainty_score":0.99742043},"labels":[],"label_agreement":null},{"id":"W2965931729","doi":"10.29173/cais987","title":"Interpreting mediated quantitative data: Insights from information behaviour research","year":2018,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Humanities; Political science; Sociology; Psychology; Philosophy","score_opus":0.40523430004819744,"score_gpt":0.45596492594068483,"score_spread":0.05073062589248739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965931729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95495653,0.00005695625,0.000018368017,0.0034113873,0.00015857321,0.00028557,0.0003573588,0.00003805431,0.04071723],"genre_scores_gemma":[0.9985975,0.0005282264,0.00042242944,0.00014707829,0.00011399954,0.000014365889,0.000086541346,0.000007932069,0.00008191397],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99829227,0.00015600983,0.00042655942,0.00018718636,0.0006703795,0.00026760265],"domain_scores_gemma":[0.9390888,0.0006105252,0.00060387683,0.00033640178,0.0592526,0.000107794716],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0018086187,0.00011597925,0.00021811319,0.00019779611,0.0005287796,0.001857898,0.002587545,0.0001547263,0.00015050369],"category_scores_gemma":[0.04684623,0.000094973584,0.00004820301,0.0006125777,0.0013954153,0.015175574,0.0011405428,0.00031477516,0.00003265632],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014973426,0.000083024934,0.060825363,0.000045363486,0.000032994398,8.533929e-8,0.8951461,8.8925745e-8,0.008048903,0.025520328,0.0050602234,0.0050877924],"study_design_scores_gemma":[0.00066247635,0.00042936037,0.20624883,0.00092158775,0.00006852898,0.0000013137004,0.44618484,0.0016546696,0.004724102,0.011029023,0.32766566,0.0004095906],"about_ca_topic_score_codex":0.006908138,"about_ca_topic_score_gemma":0.0023088998,"teacher_disagreement_score":0.44896126,"about_ca_system_score_codex":0.0000903477,"about_ca_system_score_gemma":0.00026155054,"threshold_uncertainty_score":0.99970496},"labels":[],"label_agreement":null},{"id":"W2966571529","doi":"10.35898/ghmj-22199","title":"The Use of Photo-Essay to Report Advances in Applied Science and Health","year":2018,"lang":"en","type":"article","venue":"GHMJ (Global Health Management Journal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Photojournalism; CLARITY; Presentation (obstetrics); Relevance (law); Field (mathematics); Computer science; Photography; Visual arts; Medicine; Political science; Art; Law","score_opus":0.4178381540619333,"score_gpt":0.5376768645178778,"score_spread":0.11983871045594446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966571529","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12382082,0.009696326,0.0037239227,0.4030739,0.004064197,0.006273702,0.000032151256,0.00016522748,0.44914973],"genre_scores_gemma":[0.83959967,0.14413385,0.0040946202,0.011436394,0.0002114613,0.0000331722,0.0000025840743,0.000007477489,0.00048077965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99793905,0.0001972475,0.00051614793,0.0001904937,0.00069616834,0.00046091047],"domain_scores_gemma":[0.9986986,0.000048904585,0.00041907915,0.0003237438,0.00020895126,0.00030072505],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008719129,0.00007341667,0.00015011577,0.00012907415,0.0021725253,0.00019970906,0.00043952564,0.000019867384,0.0000356327],"category_scores_gemma":[0.00013677309,0.000058113863,0.000017471732,0.0011402932,0.0006056282,0.00028360813,0.00019557288,0.000100681296,0.000010081737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004002551,0.000052970718,0.0047072535,0.000048392012,0.0000036397992,0.000002701686,0.0100229625,0.0000064501432,0.0000025493764,0.04853592,0.006116494,0.93046063],"study_design_scores_gemma":[0.00017728997,0.00008715938,0.044085428,0.000106404266,0.0000016448246,0.000008958283,0.010408286,0.00003623755,5.8129353e-7,0.0028526052,0.94217193,0.000063445485],"about_ca_topic_score_codex":0.0019158728,"about_ca_topic_score_gemma":0.03152816,"teacher_disagreement_score":0.9360555,"about_ca_system_score_codex":0.0013041799,"about_ca_system_score_gemma":0.0005709889,"threshold_uncertainty_score":0.9991265},"labels":[],"label_agreement":null},{"id":"W2967670786","doi":"10.1017/s0305741019000845","title":"Examining Public Concern about Global Warming and Climate Change in China","year":2019,"lang":"en","type":"article","venue":"The China Quarterly","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Seriousness; China; Climate change; Extant taxon; Global warming; Dependency (UML); Greenhouse gas; Survey data collection; Geography; Political science; Ecology","score_opus":0.29514793288804614,"score_gpt":0.40834385495456504,"score_spread":0.1131959220665189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967670786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94884336,0.00048475983,0.0000034298657,0.006275367,0.00023629935,0.0003413324,0.0000119661645,0.00006768576,0.043735784],"genre_scores_gemma":[0.9975301,0.0018512536,0.000018314562,0.0002972307,0.00016932738,0.000028017212,0.000012610385,0.00000787311,0.00008528829],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99878114,0.00035656345,0.00016644188,0.0001743801,0.00017891474,0.000342553],"domain_scores_gemma":[0.99944896,0.00006697946,0.00008919796,0.00030334608,0.000019308864,0.000072197436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010969675,0.000100941645,0.00013890877,0.00004131428,0.00040156193,0.00018700794,0.0003481315,0.00007246252,0.00045867357],"category_scores_gemma":[0.000021574826,0.00008096882,0.000026238344,0.00025455683,0.00016800038,0.00040345654,0.000054965716,0.00014929374,0.00015038741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013343839,0.000029798754,0.25055113,0.000020281563,0.0000036686463,8.709589e-7,0.35890174,1.8226602e-7,0.00006553386,0.020813564,0.000019697532,0.36958018],"study_design_scores_gemma":[0.00035861973,0.0001014687,0.9601182,0.000069910064,0.000004446022,0.0000024788646,0.033185266,0.00040932035,3.2416523e-7,0.0011232283,0.0044888207,0.00013796522],"about_ca_topic_score_codex":0.0050282297,"about_ca_topic_score_gemma":0.014831161,"teacher_disagreement_score":0.709567,"about_ca_system_score_codex":0.00010898895,"about_ca_system_score_gemma":0.000020060454,"threshold_uncertainty_score":0.8276136},"labels":[],"label_agreement":null},{"id":"W2969588560","doi":"10.1177/1075547019869703","title":"Fracking in Canadian Print News: A Sociotechnical Debate","year":2019,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; University of Ottawa","funders":"","keywords":"Normative; Sociotechnical system; Newspaper; Scholarship; Political science; Public relations; Indigenous; Sociology; News media; Media studies; Law; Knowledge management","score_opus":0.3268295675051378,"score_gpt":0.4744260149593807,"score_spread":0.14759644745424289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969588560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7567318,0.00014997141,0.00002029559,0.026101895,0.00012597238,0.00041510895,0.000001375429,0.000075232645,0.21637835],"genre_scores_gemma":[0.9956532,0.002672177,0.0007814219,0.00060474884,0.000016086042,0.000022242642,0.000011001289,0.000005537056,0.0002335933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854344,0.0002866652,0.00019642917,0.00019790346,0.00033849527,0.00043703994],"domain_scores_gemma":[0.99843764,0.00011933618,0.000075520846,0.0010160545,0.00014123564,0.0002101903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033192085,0.00006464935,0.000090621645,0.00032485035,0.0009104496,0.00018263307,0.0016096955,0.00010020017,0.00067182916],"category_scores_gemma":[0.00042603124,0.00007122609,0.00002867454,0.001142702,0.00070601545,0.00062366936,0.00021544081,0.00028236298,0.0004648069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010240836,0.00012578529,0.39641553,0.000013182636,0.0000026501275,7.594955e-7,0.13126905,0.00010347712,0.0067194337,0.31201285,0.00021111952,0.1531159],"study_design_scores_gemma":[0.0004571973,0.00003274854,0.51892024,0.00021279442,0.000004329221,0.0000019341776,0.045883335,0.0047531174,0.000116031115,0.010722665,0.4184127,0.00048293843],"about_ca_topic_score_codex":0.5941291,"about_ca_topic_score_gemma":0.93272096,"teacher_disagreement_score":0.41820157,"about_ca_system_score_codex":0.0013521757,"about_ca_system_score_gemma":0.0010472705,"threshold_uncertainty_score":0.7356058},"labels":[],"label_agreement":null},{"id":"W2971730840","doi":"10.2196/14447","title":"Communicating Science in the Digital and Social Media Ecosystem: Scoping Review and Typology of Strategies Used by Health Scientists","year":2019,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université de Montréal; Université Laval; Montreal Heart Institute","funders":"","keywords":"Social media; Credibility; Typology; Health communication; Public health; Science communication; Psychology; Digital health; Digital media; Public relations; Medical education; Sociology; Health care; World Wide Web; Computer science; Political science; Medicine","score_opus":0.29933146988029236,"score_gpt":0.47671224986945404,"score_spread":0.17738077998916169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971730840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8995597,0.023077054,0.0000025727488,0.07247656,0.000075424156,0.0010814406,0.000054242002,0.000020368083,0.0036526872],"genre_scores_gemma":[0.951949,0.0466154,0.000013832213,0.0013513381,0.000012242226,0.000020298205,0.000028911001,0.0000028017205,0.0000061872383],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998079,0.0008539974,0.00032757007,0.00017765645,0.00022958904,0.00033217657],"domain_scores_gemma":[0.99883276,0.00051591627,0.00024424182,0.00020708697,0.00006609807,0.00013390294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006835357,0.00006451848,0.00028439448,0.000073442876,0.00074947096,0.00025818057,0.00031858063,0.00003592418,0.000016828062],"category_scores_gemma":[0.00027986112,0.00005257059,0.000010430208,0.0004613052,0.00074075686,0.0003615862,0.000114715476,0.00012126052,0.0000011929533],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009916034,0.00012771397,0.36095667,0.011497211,0.000003842146,1.3162006e-7,0.44825047,3.8612246e-8,0.000034518845,0.035553366,0.0013436591,0.14222248],"study_design_scores_gemma":[0.0015869343,0.00039321763,0.35138616,0.004775653,0.0000012889282,0.000018063525,0.5457436,0.00015004892,1.7255478e-7,0.00046184266,0.09484968,0.00063335156],"about_ca_topic_score_codex":0.00053950574,"about_ca_topic_score_gemma":0.01934984,"teacher_disagreement_score":0.14158912,"about_ca_system_score_codex":0.00006023562,"about_ca_system_score_gemma":0.0009452299,"threshold_uncertainty_score":0.99854445},"labels":[],"label_agreement":null},{"id":"W2972658430","doi":"10.1177/1355819619872221","title":"Identifying approaches for synthesizing and summarizing information to support informed citizen deliberations in health policy: a scoping review","year":2019,"lang":"en","type":"review","venue":"Journal of Health Services Research & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto; McMaster University; Impact","funders":"","keywords":"Deliberation; Framing (construction); Grey literature; Stakeholder; Public relations; Presentation (obstetrics); Political science; Health policy; Knowledge management; Computer science; MEDLINE; Health care; Medicine","score_opus":0.8359599068962775,"score_gpt":0.674824734950119,"score_spread":0.16113517194615856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972658430","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007362366,0.95835537,0.00009033012,0.034688767,0.000085596825,0.0056732274,0.000053694388,0.00001548403,0.001030183],"genre_scores_gemma":[0.000028744382,0.992858,0.0010999863,0.004989775,0.00052501145,0.0002533316,0.00015856503,0.000026638325,0.000059947484],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9924337,0.0024532736,0.0029268006,0.00019275714,0.0009955999,0.0009978672],"domain_scores_gemma":[0.99438965,0.001724851,0.0022266125,0.0003724663,0.00070859876,0.0005778351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022237098,0.0002344499,0.0016739367,0.003447725,0.0012229545,0.00057691114,0.0008473219,0.00019923566,0.00003047274],"category_scores_gemma":[0.0018551301,0.0002147553,0.00023176186,0.0023087705,0.00008162712,0.001536647,0.00029950164,0.00078891095,0.000026997592],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054222614,0.000013020659,0.000004329377,0.25283876,0.000011108073,1.0742348e-7,0.032298658,0.0000011218045,1.6218058e-8,0.0009946879,0.00021675484,0.713616],"study_design_scores_gemma":[0.00014418589,0.00012868535,0.000014416832,0.35885376,0.000012485045,0.000009787179,0.009082429,0.0000135365435,1.3478722e-8,0.00014237301,0.6314816,0.00011676089],"about_ca_topic_score_codex":0.015563203,"about_ca_topic_score_gemma":0.025633331,"teacher_disagreement_score":0.71349925,"about_ca_system_score_codex":0.003239206,"about_ca_system_score_gemma":0.024387486,"threshold_uncertainty_score":0.9921463},"labels":[],"label_agreement":null},{"id":"W2973416405","doi":"10.1139/er-2019-0021","title":"Twenty actions for a “good Anthropocene”—perspectives from early-career conservation professionals","year":2019,"lang":"en","type":"article","venue":"Environmental Reviews","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Carleton University","funders":"","keywords":"Anthropocene; Outreach; Environmental ethics; Discipline; Environmental resource management; Environmental planning; Sociology; Ecology; Political science; Geography; Social science; Biology; Law","score_opus":0.44854350188756054,"score_gpt":0.4684688254855161,"score_spread":0.01992532359795557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973416405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714599,0.006963423,0.00012223526,0.0059051476,0.00041117982,0.002307012,0.00012029984,0.00004476918,0.012666004],"genre_scores_gemma":[0.9214066,0.07062923,0.0009807033,0.0008583195,0.00022395485,0.00032192952,0.00037241512,0.000017090542,0.005189728],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989986,0.00028981236,0.0002048866,0.0002051895,0.0001549642,0.00014654559],"domain_scores_gemma":[0.99937063,0.00014692501,0.00014319645,0.0002724345,0.0000041815188,0.000062615596],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004085298,0.000091120266,0.00016308413,0.000024620742,0.00040482188,0.00003208135,0.00016554398,0.00007210522,0.006097937],"category_scores_gemma":[0.00006556155,0.00008299203,0.000111583206,0.000064568325,0.00013481441,0.00024863065,0.00004336595,0.00008531739,0.0012619864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014007385,0.0022056168,0.4631979,0.000083388986,0.000110373636,4.194961e-7,0.1948876,9.910235e-7,0.04647393,0.009678445,0.035036594,0.24818468],"study_design_scores_gemma":[0.0002301899,0.000027328213,0.093376994,0.00006373867,0.000015676247,7.369422e-8,0.018589636,0.000012552253,0.00005338865,0.0003117127,0.8872056,0.0001130894],"about_ca_topic_score_codex":0.00041485543,"about_ca_topic_score_gemma":0.00034457588,"teacher_disagreement_score":0.85216904,"about_ca_system_score_codex":0.00021551971,"about_ca_system_score_gemma":0.000017205217,"threshold_uncertainty_score":0.99951565},"labels":[],"label_agreement":null},{"id":"W2973465441","doi":"10.1177/0731121419872871","title":"If You Love the Environment, Why Don’t You Do Something to Save It? Bringing Culture into Environmental Analysis","year":2019,"lang":"en","type":"article","venue":"Sociological Perspectives","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Sociology; Social psychology; Psychology","score_opus":0.13083954431554617,"score_gpt":0.38655853349066605,"score_spread":0.25571898917511987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973465441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88903445,0.0013710755,0.0005232658,0.034933913,0.00012243462,0.00057516404,0.000025700821,0.000079231984,0.07333476],"genre_scores_gemma":[0.9896526,0.0059014317,0.00041233722,0.0014506496,0.00025080476,0.000015849679,0.000026388143,0.000009331315,0.002280624],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979769,0.0006736033,0.00018698408,0.00046386715,0.00035466065,0.0003439692],"domain_scores_gemma":[0.99907666,0.00026739397,0.00010362857,0.00040864557,0.00001778232,0.00012590959],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009872433,0.00017113531,0.00024991954,0.00009323649,0.0007715647,0.00013169339,0.0005484466,0.00022214271,0.013701902],"category_scores_gemma":[0.00016767236,0.000119037104,0.00029510653,0.00026029427,0.0007065792,0.00017632122,0.00028418333,0.0004256824,0.0012365741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014779621,0.00011303609,0.0404347,0.000002413483,0.00016486787,5.7562795e-7,0.94763666,0.00020769167,0.0030470206,0.006318719,0.0004635883,0.0015959701],"study_design_scores_gemma":[0.00012301364,0.000065932196,0.036839675,0.0000064429287,0.00008355428,1.8962679e-7,0.8765141,0.00007873695,0.000008666389,0.003344909,0.082714766,0.00022004194],"about_ca_topic_score_codex":0.00050307234,"about_ca_topic_score_gemma":0.00024267203,"teacher_disagreement_score":0.10061813,"about_ca_system_score_codex":0.0007397468,"about_ca_system_score_gemma":0.000011537523,"threshold_uncertainty_score":0.9995411},"labels":[],"label_agreement":null},{"id":"W2975284816","doi":"","title":"Global Narratives and the Vulnerable Frontiers: A critical assessment of global climate change communication processes and traditional retentions","year":2019,"lang":"en","type":"dissertation","venue":"YorkSpace (York University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Government of Canada","keywords":"Climate change; Environmental ethics; Subsistence agriculture; Agency (philosophy); Political science; Vulnerability (computing); Sociology; Geography; Environmental resource management; Social science; Ecology; Agriculture","score_opus":0.21122210190849278,"score_gpt":0.3980806138834894,"score_spread":0.18685851197499664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975284816","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19835691,0.018047495,0.001095755,0.039954826,0.0014469804,0.003411565,0.001997898,0.00025900186,0.7354296],"genre_scores_gemma":[0.9564072,0.039041594,0.0020221816,0.000076869306,0.00007627572,0.000020548192,0.0007522372,0.000010640317,0.0015924393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99788296,0.0011556069,0.00017190221,0.00025533233,0.00032088012,0.00021329413],"domain_scores_gemma":[0.998586,0.00041563003,0.0002715345,0.00030254267,0.0003322281,0.00009206691],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006729149,0.00017028251,0.00030554656,0.000081610655,0.0017381576,0.00014792208,0.00041449253,0.0002749549,0.000095854906],"category_scores_gemma":[0.00020412341,0.0001649339,0.000077498284,0.00069926237,0.0009859012,0.00043960422,0.00008734288,0.00030519598,0.000001957676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018204513,0.00012096573,0.0105073275,0.00035961418,0.00006452641,7.6798335e-7,0.046386413,0.0000016068858,0.0000019489178,0.94011426,0.0010325378,0.0012279828],"study_design_scores_gemma":[0.0016868286,0.00009119499,0.07559986,0.0009533904,0.00033286522,0.0000030634876,0.88626575,0.00026434023,3.240121e-7,0.014023261,0.020356212,0.00042292196],"about_ca_topic_score_codex":0.0012623948,"about_ca_topic_score_gemma":0.021044627,"teacher_disagreement_score":0.926091,"about_ca_system_score_codex":0.00029167513,"about_ca_system_score_gemma":0.00029708876,"threshold_uncertainty_score":0.9995614},"labels":[],"label_agreement":null},{"id":"W2975436984","doi":"10.5539/ijms.v11n4p53","title":"Climate Change Perception in Lebanon: An Exploratory Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perception; Exploratory research; Climate change; Marketing; Business; Psychology; Sociology","score_opus":0.4597905489321508,"score_gpt":0.5029832361427622,"score_spread":0.04319268721061137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975436984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99045,0.000436727,0.0000010008476,0.0025720142,0.0015311844,0.00020248242,0.0000024178134,0.00001631386,0.004787807],"genre_scores_gemma":[0.98222613,0.016639814,0.000093634684,0.00022402489,0.0007222636,0.000012859469,0.0000023470802,0.000007851161,0.00007106095],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9973584,0.0014174808,0.00039716464,0.00011023572,0.0005699001,0.00014683197],"domain_scores_gemma":[0.9984288,0.00041890095,0.00031607263,0.00011187432,0.00068299874,0.000041344407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077455337,0.0000804853,0.00018017602,0.00026771252,0.00013399415,0.00006947011,0.00042721568,0.000037353486,0.00043638155],"category_scores_gemma":[0.000682883,0.00007503665,0.000057833084,0.0001239096,0.000067554894,0.0007301958,0.00012536242,0.0001692412,0.000041665236],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004997319,0.00045592006,0.53835833,0.000014198742,0.00006812369,0.000017449167,0.37737775,0.000006699942,0.00028148844,0.00013236616,0.00016791683,0.08262001],"study_design_scores_gemma":[0.0006211873,0.0001273581,0.48621637,0.00024190216,0.000009237057,0.0000034261534,0.50883454,0.000026838246,8.419594e-7,0.00006356092,0.0037664436,0.000088314526],"about_ca_topic_score_codex":0.00006831408,"about_ca_topic_score_gemma":0.004015452,"teacher_disagreement_score":0.13145679,"about_ca_system_score_codex":0.00030787633,"about_ca_system_score_gemma":0.000026684133,"threshold_uncertainty_score":0.47780722},"labels":[],"label_agreement":null},{"id":"W2976160303","doi":"10.1021/bk-2019-1327.ch016","title":"Using Art To Communicate Chemistry","year":2019,"lang":"en","type":"book-chapter","venue":"ACS symposium series","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Jargon; Outreach; Social media; Process (computing); Computer science; Visual arts; World Wide Web; Chemistry; Multimedia; Media studies; Engineering ethics; Engineering; Sociology; Political science; Art; Linguistics","score_opus":0.38089580802338713,"score_gpt":0.411192995867526,"score_spread":0.030297187844138873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976160303","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00073525985,0.00022443203,0.0000052224323,0.008630257,0.00028881954,0.000315981,0.000058854286,0.0001257622,0.98961544],"genre_scores_gemma":[0.0029774387,0.015580857,0.0002938726,0.0007233095,0.0003258328,0.000009270742,0.0002643631,0.000058837875,0.9797662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99889874,0.00005799797,0.00025853358,0.00023808706,0.0002983304,0.00024833248],"domain_scores_gemma":[0.9983651,0.000077298304,0.00017226067,0.00109128,0.0001612944,0.00013274998],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003093107,0.00022732747,0.00029159294,0.000055441167,0.00056581304,0.000161772,0.000830175,0.0003983242,0.0037385507],"category_scores_gemma":[0.000025423955,0.00026220677,0.00010203743,0.000048292055,0.00030171283,0.00020588955,0.0004491957,0.00031746543,0.0020342064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023958608,0.00014816035,0.0004160432,0.000816235,0.00032249576,0.000013761565,0.1567348,0.00011907818,0.16432838,0.5876318,0.08275649,0.006473171],"study_design_scores_gemma":[0.000056834855,0.000012976537,0.000006178299,0.00018563359,0.000030774863,0.000002921728,0.001195015,0.0000023145299,0.00014805766,0.0011369002,0.9969079,0.00031449966],"about_ca_topic_score_codex":0.00022951567,"about_ca_topic_score_gemma":0.0013044766,"teacher_disagreement_score":0.9141514,"about_ca_system_score_codex":0.00026717773,"about_ca_system_score_gemma":0.00018457872,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W2976571550","doi":"10.1108/978-1-78769-967-020191007","title":"Who Matters in Climate Change Discourse in Alberta","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Distrust; Climate change; Newspaper; Context (archaeology); News media; Political science; Public relations; Seriousness; Popularity; Variety (cybernetics); Geography; Computer science","score_opus":0.3763292970808249,"score_gpt":0.43765192579321427,"score_spread":0.06132262871238936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976571550","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005706137,0.000113496026,3.6592408e-7,0.03693962,0.0002454788,0.0005767779,0.000023134422,0.000025072666,0.9615054],"genre_scores_gemma":[0.011308697,0.0467735,0.000018097951,0.0050646947,0.000245309,0.000043481064,0.0001937625,0.000048080143,0.9363044],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988575,0.00007725668,0.00027517823,0.00025568056,0.00022243691,0.00031192787],"domain_scores_gemma":[0.9992347,0.00013974597,0.00011546445,0.00042335643,0.000023220906,0.00006351984],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046550526,0.00017765963,0.00028934746,0.0002797296,0.000082496226,0.000056859328,0.00038051384,0.0003280217,0.011853941],"category_scores_gemma":[0.000012910223,0.00017991879,0.000077947545,0.000059530026,0.00015942883,0.00020705367,0.00014611892,0.00029637737,0.0023277504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020926505,0.000042894004,0.0052658073,0.00007447136,0.000005350796,0.0000042178094,0.06400378,5.3077406e-7,0.0000023241648,0.90102696,0.004100428,0.025452288],"study_design_scores_gemma":[0.00036741493,0.00001763739,0.005436436,0.00088055956,0.000010060772,4.2327952e-7,0.0058297003,0.000041072533,1.326779e-7,0.003693781,0.98323536,0.00048744262],"about_ca_topic_score_codex":0.030270942,"about_ca_topic_score_gemma":0.69341075,"teacher_disagreement_score":0.9791349,"about_ca_system_score_codex":0.00026320489,"about_ca_system_score_gemma":0.000043285832,"threshold_uncertainty_score":0.998449},"labels":[],"label_agreement":null},{"id":"W2977558453","doi":"10.11575/prism/36835","title":"Developing Dynamic Communication Strategies for Energy Policy","year":2019,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.4730132214453028,"score_gpt":0.547759863044464,"score_spread":0.07474664159916122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977558453","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024827132,0.0006854851,0.00062797044,0.0042256834,0.0004478623,0.0012362372,0.00009985685,0.000009766279,0.96784],"genre_scores_gemma":[0.5592396,0.03694717,0.021887926,0.00045543522,0.0003067616,0.00066328555,0.039153997,0.00010289662,0.34124288],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989605,0.00020634393,0.000251411,0.00021706043,0.00016032849,0.0002043508],"domain_scores_gemma":[0.99873704,0.00017979024,0.00028334203,0.0005120911,0.00024420454,0.00004352868],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052118796,0.0001390645,0.00020838265,0.00014558557,0.00073420553,0.00073711335,0.0013417035,0.00030084123,0.0014612672],"category_scores_gemma":[0.000089064495,0.00015815628,0.00006717633,0.0002185358,0.000057343143,0.00042922705,0.00009968453,0.00011678716,0.00018479583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005696662,0.000032138407,0.0000054172187,0.000042935477,0.000025227333,1.1036432e-7,0.09029172,0.000003812471,0.00019994058,0.12998849,0.000341617,0.7790116],"study_design_scores_gemma":[0.00019817817,0.00001434437,0.00018516912,0.0002043466,0.000019998695,2.3987192e-7,0.1670332,0.00012051,0.000023680906,0.0075962045,0.82435524,0.00024889308],"about_ca_topic_score_codex":0.008511971,"about_ca_topic_score_gemma":0.2496033,"teacher_disagreement_score":0.8240136,"about_ca_system_score_codex":0.00041556743,"about_ca_system_score_gemma":0.0018915817,"threshold_uncertainty_score":0.9994515},"labels":[],"label_agreement":null},{"id":"W2979026314","doi":"10.5840/envirophil201981284","title":"Populating the Climate","year":2019,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Storytelling; Narrative; Embodied cognition; Epistemology; Aesthetics; Sociology; Climate change; Environmental ethics; Philosophy; Literature; Art; Ecology","score_opus":0.28881735262138913,"score_gpt":0.3867850567181635,"score_spread":0.09796770409677436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979026314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6498511,0.00008991686,9.165281e-7,0.0067705237,0.00016903011,0.00019467188,0.000008585646,0.00003518813,0.34288007],"genre_scores_gemma":[0.99716073,0.0010678158,0.00003569047,0.00094069826,0.0002124493,0.000007798094,0.000031774365,0.000007609298,0.000535414],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993676,0.0001180509,0.0000890841,0.00009718427,0.00018269764,0.00014539897],"domain_scores_gemma":[0.99962234,0.00004618209,0.000045112633,0.00024981465,0.0000012864615,0.00003528434],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026774927,0.000052102463,0.000048671125,0.00001418784,0.00051216106,0.000029887127,0.00021154505,0.000034707457,0.005115301],"category_scores_gemma":[0.000006197709,0.00004120605,0.000043239834,0.000045734407,0.00013376008,0.00011071925,0.00009244783,0.00008913847,0.003154131],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046262783,0.0003176045,0.5711556,0.000027479542,0.00002746575,0.0000015436683,0.08993067,0.000066043845,0.011019394,0.26770762,0.0007259025,0.058974415],"study_design_scores_gemma":[0.000674157,0.00008001558,0.32012406,0.000050359613,0.00002062724,0.0000023110872,0.028805507,0.00027765264,0.00005333809,0.033283256,0.61613196,0.0004967855],"about_ca_topic_score_codex":0.00007693227,"about_ca_topic_score_gemma":0.000040553634,"teacher_disagreement_score":0.61540604,"about_ca_system_score_codex":0.00007741975,"about_ca_system_score_gemma":0.000002522623,"threshold_uncertainty_score":0.997622},"labels":[],"label_agreement":null},{"id":"W2979744833","doi":"10.3390/h8040159","title":"Mediating Climate, Mediating Scale","year":2019,"lang":"en","type":"article","venue":"Humanities","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Negotiation; Politics; Scalar (mathematics); Public sphere; Sociology; Psychology; Social psychology; Political economy; Epistemology; Political science; Social science; Law; Mathematics","score_opus":0.5004877981798905,"score_gpt":0.4361249285822768,"score_spread":0.06436286959761373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979744833","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4891791,0.00009310691,0.0000010503511,0.00032759854,0.0003163559,0.00009755766,0.0000072373373,0.00011446809,0.50986356],"genre_scores_gemma":[0.9930737,0.0019274241,0.0001704713,0.00050902163,0.00048476976,0.000016752305,0.0000615781,0.000011335957,0.0037449372],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991939,0.00013103535,0.0001373284,0.00009335226,0.00022491824,0.000219481],"domain_scores_gemma":[0.99946046,0.0002010276,0.00007391361,0.00016585618,0.00006554108,0.00003319481],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005677798,0.00005758539,0.00008707883,0.000052706433,0.0006777065,0.00011771956,0.00019811981,0.000050769497,0.005729286],"category_scores_gemma":[0.0000760663,0.00006082903,0.00003413273,0.000073033574,0.00012371712,0.00023325057,0.00006852858,0.00009145277,0.0009857179],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008003378,0.00005262834,0.09770369,0.000106295935,0.0000086229875,5.585378e-7,0.7646655,0.0000045666434,0.002213708,0.1140156,0.0011432866,0.02007754],"study_design_scores_gemma":[0.00030290053,0.000040637406,0.023709992,0.00008402744,0.000012001923,6.4912916e-7,0.6426878,0.00020606289,0.00013043263,0.001544502,0.33092368,0.00035730496],"about_ca_topic_score_codex":0.00062982534,"about_ca_topic_score_gemma":0.006055915,"teacher_disagreement_score":0.5061186,"about_ca_system_score_codex":0.00006797184,"about_ca_system_score_gemma":0.000024536392,"threshold_uncertainty_score":0.99979216},"labels":[],"label_agreement":null},{"id":"W2980001144","doi":"","title":"Political Ideology and Trust in Climate Change Information Sources","year":2019,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Climate change; Politics; Ideology; Political science; Presidential system; Presidential election; Political economy of climate change; Public relations; Action (physics); Political economy; Sociology; Law","score_opus":0.595508873761454,"score_gpt":0.5710027093653803,"score_spread":0.02450616439607367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980001144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80267185,0.000047648788,1.2381821e-7,0.007857033,0.000046536232,0.00054730976,0.000002000661,0.000029464238,0.18879804],"genre_scores_gemma":[0.99695224,0.0022562228,0.000017897068,0.00034820964,0.00010800394,0.00012248459,0.0000065265444,0.0000040345567,0.00018437768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849,0.00009148058,0.00016449361,0.00012619545,0.00054084836,0.0005869969],"domain_scores_gemma":[0.9994118,0.00011027369,0.000033186214,0.00007212264,0.00024687996,0.00012570016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027797855,0.000057580797,0.000101067344,0.0003154054,0.00031999615,0.00021393024,0.0002748842,0.00009551059,0.00035596333],"category_scores_gemma":[0.00022779492,0.000055440087,0.000015233615,0.0003674798,0.000305618,0.0008259641,0.0003386833,0.00028455662,0.00029434203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010762416,0.000023783283,0.58790314,0.000038733,0.0000010844041,1.2124632e-7,0.08073914,6.100637e-9,0.00003806522,0.32841352,0.00006913552,0.0027624874],"study_design_scores_gemma":[0.00041743185,0.000099535,0.689681,0.000063417385,0.0000013880855,8.311081e-7,0.25337946,0.000045881938,0.0000059553377,0.00361726,0.05259336,0.00009448635],"about_ca_topic_score_codex":0.0018992355,"about_ca_topic_score_gemma":0.0009370482,"teacher_disagreement_score":0.32479626,"about_ca_system_score_codex":0.0001791947,"about_ca_system_score_gemma":0.00002538468,"threshold_uncertainty_score":0.38975486},"labels":[],"label_agreement":null},{"id":"W2980703743","doi":"","title":"Our house is burning and we are looking elsewhere: climate change vs biodiversity coverage in the media","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Climate change; Biodiversity; Geography; Environmental science; Environmental resource management; Environmental ethics; Ecology; Biology","score_opus":0.21009601067326336,"score_gpt":0.3485933734537237,"score_spread":0.13849736278046035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980703743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5799492,0.0065855635,0.0005951866,0.3550985,0.0007622043,0.0016884943,0.0005566818,0.00048039178,0.054283813],"genre_scores_gemma":[0.86638,0.13171493,0.00052302354,0.00069205265,0.00008507835,0.0000684345,0.00017641185,0.000023281551,0.00033682957],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9912265,0.0068619554,0.0003450858,0.0005742252,0.00055311166,0.00043912928],"domain_scores_gemma":[0.9953503,0.0010352663,0.00077796,0.0019965281,0.0006892715,0.00015069058],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009703531,0.00027722033,0.00035519878,0.00020014597,0.0021741213,0.0011710413,0.0021276434,0.00039447102,0.00014265064],"category_scores_gemma":[0.0014036697,0.00027070314,0.0001443569,0.00022964002,0.00037502463,0.00033306907,0.0019345601,0.0008924534,0.000072472925],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024642011,0.0003102808,0.077982366,0.00023264851,0.00002744328,0.000011807239,0.7997055,0.000001929183,0.00003589929,0.0081215715,0.0026278894,0.11091801],"study_design_scores_gemma":[0.0027505674,0.0000019584231,0.47659308,0.013275085,0.00024788783,0.000014525219,0.1250384,0.0025193763,0.00033874757,0.011938224,0.36498508,0.0022970797],"about_ca_topic_score_codex":0.010970905,"about_ca_topic_score_gemma":0.075183436,"teacher_disagreement_score":0.6746671,"about_ca_system_score_codex":0.00018743084,"about_ca_system_score_gemma":0.00010202611,"threshold_uncertainty_score":0.9999745},"labels":[],"label_agreement":null},{"id":"W2981373683","doi":"10.1002/wcc.605","title":"Never too soon, always too late: Reflections on climate temporality","year":2019,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Temporality; Agency (philosophy); Rhetoric; Democracy; Politics; The arts; Action (physics); Interpretation (philosophy); Discipline; Sociology; Epistemology; Environmental ethics; Political science; Aesthetics; Social science; Philosophy; Law; Linguistics","score_opus":0.6001824164459248,"score_gpt":0.5244522086129986,"score_spread":0.07573020783292628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981373683","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23869371,0.0070815724,0.000014459367,0.042786583,0.004978752,0.0061208573,0.0005737719,0.00094826304,0.69880205],"genre_scores_gemma":[0.3619511,0.6109754,0.0004150939,0.013447476,0.0021859992,0.0016906402,0.0013238037,0.00016870901,0.0078417985],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956689,0.0011206788,0.0009677376,0.00075310975,0.00048354757,0.0010060564],"domain_scores_gemma":[0.9973648,0.00018982319,0.00053540233,0.0014311799,0.00016953959,0.00030926484],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0030380476,0.00045737354,0.0007814558,0.00024962798,0.0016932031,0.00022379764,0.0008812604,0.0003121379,0.007043482],"category_scores_gemma":[0.00008519656,0.00040923266,0.00047778562,0.0007655554,0.0002719207,0.0012340357,0.0011508343,0.0005479082,0.012706734],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011354376,0.0028683555,0.03734998,0.0032757919,0.00014897756,0.000039723876,0.42335507,0.000009621659,0.0039240126,0.06732347,0.17688696,0.2836826],"study_design_scores_gemma":[0.00048750476,0.00033320402,0.0073922975,0.0015899127,0.000057303445,0.0000062522477,0.009934042,0.00006527891,0.000012906315,0.0008920406,0.9785333,0.0006959033],"about_ca_topic_score_codex":0.00025338554,"about_ca_topic_score_gemma":0.0025162143,"teacher_disagreement_score":0.8016464,"about_ca_system_score_codex":0.0005340728,"about_ca_system_score_gemma":0.00003720042,"threshold_uncertainty_score":0.99983597},"labels":[],"label_agreement":null},{"id":"W2981793793","doi":"10.1002/wcc.619","title":"Is it too late (to stop dangerous climate change)? An editorial","year":2019,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Waseda University","keywords":"Framing (construction); Politics; Climate change; Salience (neuroscience); Pessimism; Feeling; Political science; Ambivalence; Environmental ethics; History; Sociology; Psychology; Law; Social psychology; Epistemology","score_opus":0.48761575130990353,"score_gpt":0.5004937945927498,"score_spread":0.012878043282846252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981793793","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49388066,0.017558094,0.000026862403,0.12722555,0.13913861,0.022619644,0.00252828,0.0016229688,0.19539933],"genre_scores_gemma":[0.08133641,0.7680065,0.00081620854,0.027216118,0.11153869,0.005599254,0.0017362454,0.00035042848,0.003400115],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99490863,0.0010109924,0.0009936391,0.0009725912,0.0007598194,0.0013543104],"domain_scores_gemma":[0.99672526,0.00013640353,0.00050536444,0.0017013,0.00027418157,0.00065748516],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0033874644,0.0005676705,0.00097156735,0.00032491962,0.0012818461,0.00033966312,0.0014560301,0.00043292917,0.007125018],"category_scores_gemma":[0.00007748074,0.0005345395,0.0004149012,0.0008089707,0.0001937383,0.0016974879,0.0020077631,0.0005178863,0.016240615],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003390874,0.0005149552,0.0040643606,0.00076556596,0.000028466618,0.000012064591,0.64590937,5.397137e-7,0.0006126092,0.0009922158,0.1413693,0.20539148],"study_design_scores_gemma":[0.0005127817,0.0005179723,0.0014498136,0.0018009391,0.00006492569,0.000005518566,0.018172441,0.000077698445,0.0000059146223,0.00015774614,0.9764574,0.00077682803],"about_ca_topic_score_codex":0.00037859436,"about_ca_topic_score_gemma":0.0028964754,"teacher_disagreement_score":0.83508813,"about_ca_system_score_codex":0.00044887644,"about_ca_system_score_gemma":0.00003127339,"threshold_uncertainty_score":0.9997106},"labels":[],"label_agreement":null},{"id":"W2982276576","doi":"10.1371/journal.pone.0224039","title":"Strategic science communication as planned behavior: Understanding scientists’ willingness to choose specific tactics","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Normative; Theory of planned behavior; Demographics; Strategic communication; Context (archaeology); Function (biology); Psychology; Health communication; Term (time); Behavioural sciences; Social psychology; Applied psychology; Public relations; Computer science; Political science; Sociology; Control (management)","score_opus":0.7488970294543901,"score_gpt":0.4452061199591408,"score_spread":0.3036909094952493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982276576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.886735,0.00007479429,0.000021981963,0.0023528086,0.00014378084,0.0005521737,0.000008121559,0.00009635925,0.11001493],"genre_scores_gemma":[0.9951702,0.0022352722,0.00091976416,0.00017174832,0.000055222754,0.00002715623,0.00003291747,0.0000118750195,0.0013758385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9981994,0.0001544203,0.0001869582,0.00026595633,0.00086396415,0.00032930652],"domain_scores_gemma":[0.9985978,0.0001153641,0.000103399136,0.0007562819,0.00022309844,0.00020406231],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013507161,0.00009285073,0.00013616832,0.00018359827,0.0013866022,0.0005040512,0.0009171188,0.000068648056,0.0013976676],"category_scores_gemma":[0.00008046747,0.000105547595,0.000027149848,0.00092972344,0.00047947798,0.00049786654,0.00017041039,0.0001701341,0.0010950981],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014642745,0.0038107834,0.059836727,0.00009466399,0.000037583904,0.0000038116623,0.113915846,0.00002423315,0.20265788,0.6159581,0.00030930433,0.0032046475],"study_design_scores_gemma":[0.0031042022,0.0010471668,0.11289685,0.002408261,0.00031122347,0.0000076837605,0.79500216,0.0018143448,0.011076514,0.04002793,0.029366285,0.0029373916],"about_ca_topic_score_codex":0.00030421655,"about_ca_topic_score_gemma":0.0008088601,"teacher_disagreement_score":0.6810863,"about_ca_system_score_codex":0.0007570984,"about_ca_system_score_gemma":0.00017264513,"threshold_uncertainty_score":0.99991345},"labels":[],"label_agreement":null},{"id":"W2986396463","doi":"10.1007/s13412-019-00576-7","title":"Partisan strength and the politicization of global climate change: a re-examination of Schuldt, Roh, and Schwarz 2015","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Skepticism; Democracy; Global warming; Climate change; Elite; Political science; Social psychology; Positive economics; Psychology; Politics; Economics; Epistemology; Law; Ecology","score_opus":0.2378663120656927,"score_gpt":0.4251109035728205,"score_spread":0.1872445915071278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986396463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888121,0.0073194057,0.0000011912949,0.002348585,0.00006480592,0.00011005085,0.000011176816,0.0000011188008,0.0013315842],"genre_scores_gemma":[0.91110337,0.08874124,0.000071117975,0.00004064653,0.000031641244,0.000001090429,2.9344457e-7,9.154609e-7,0.000009659178],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921817,0.00016453936,0.00020761912,0.00006575272,0.00025343744,0.00009050999],"domain_scores_gemma":[0.99947554,0.00012686761,0.00029859805,0.000043183405,0.000022080945,0.000033710545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013060725,0.000046536003,0.00014863348,0.000025334979,0.0003014079,0.000024218112,0.000084396444,0.00002194439,0.000035874054],"category_scores_gemma":[0.000060326307,0.000029193508,0.000020305151,0.00008826695,0.0016679731,0.0002579896,0.00009793461,0.000035079145,3.621517e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071772374,0.000100096775,0.8259872,0.00007637155,0.00004366391,2.5436424e-7,0.07686011,0.000005122665,0.0006822536,0.036079314,0.00003422568,0.060059607],"study_design_scores_gemma":[0.00052184367,0.00021972085,0.8392277,0.00008400799,0.000027595208,0.000003243197,0.15850633,0.000113695416,0.000019569548,0.0009065059,0.00032458562,0.00004519951],"about_ca_topic_score_codex":0.00010594078,"about_ca_topic_score_gemma":0.00025356986,"teacher_disagreement_score":0.08164622,"about_ca_system_score_codex":0.000032492822,"about_ca_system_score_gemma":0.0000070337683,"threshold_uncertainty_score":0.6145717},"labels":[],"label_agreement":null},{"id":"W2988665934","doi":"10.1002/lob.10349","title":"From Grad Student to Government: How Policy Fellowships Are Bridging the Career Gap","year":2019,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fisheries and Oceans Canada","funders":"","keywords":"Bridging (networking); Political science; Government (linguistics); Computer science; Computer security; Philosophy","score_opus":0.166825003462628,"score_gpt":0.35763142785181457,"score_spread":0.19080642438918657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988665934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7751242,0.0005186422,0.000010290423,0.21667291,0.0002274168,0.00024900885,0.000034009117,0.000049455513,0.0071140956],"genre_scores_gemma":[0.9904869,0.002729533,0.000044914625,0.0048661195,0.00039882245,0.000016052232,0.000012351046,0.0000088977695,0.001436411],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876934,0.00034612833,0.0001110124,0.00023033615,0.000262551,0.0002806136],"domain_scores_gemma":[0.9992186,0.00021248418,0.00008216411,0.0003519214,0.00003730844,0.00009756492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003925812,0.00011076171,0.0001423759,0.00007172761,0.0005736695,0.0001220961,0.00040935216,0.00012411815,0.0005380113],"category_scores_gemma":[0.000073103605,0.000089614616,0.00007829632,0.00026500688,0.00025296528,0.00003609007,0.00017827051,0.0001985859,0.00019443878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053620704,0.000087662076,0.8590043,0.000010490705,0.00007099332,0.000002256039,0.09571055,0.0000018295879,0.00017933344,0.011290352,0.024792802,0.008795779],"study_design_scores_gemma":[0.0002175882,0.000036375575,0.28413236,0.000025428937,0.000014495484,5.981905e-7,0.07824219,0.0000022381898,0.000009967082,0.00034181314,0.6368538,0.00012308948],"about_ca_topic_score_codex":0.00088170497,"about_ca_topic_score_gemma":0.001982051,"teacher_disagreement_score":0.612061,"about_ca_system_score_codex":0.000042920266,"about_ca_system_score_gemma":0.000012572199,"threshold_uncertainty_score":0.5890847},"labels":[],"label_agreement":null},{"id":"W2990898239","doi":"10.1177/2514848619886974","title":"New forms: Anthropocene Festivals and experimental environmental governance","year":2019,"lang":"en","type":"article","venue":"Environment and Planning E Nature and Space","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anthropocene; Environmental ethics; Agency (philosophy); Corporate governance; Sociology; Politics; Organicism; Political science; Social science; Epistemology; Law","score_opus":0.061074758923500935,"score_gpt":0.3509336024497725,"score_spread":0.28985884352627156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990898239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9671635,0.019786706,0.000011493181,0.0017287337,0.0000867703,0.00014950377,0.000009347466,0.000015352962,0.011048577],"genre_scores_gemma":[0.9726281,0.022684304,0.0003317082,0.00020629042,0.00008767106,0.0000016724626,0.000018828032,0.000006697744,0.004034732],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943244,0.000035694327,0.000063272695,0.00018113512,0.00015059007,0.00013688556],"domain_scores_gemma":[0.9996995,0.00005393982,0.000044965287,0.00009566066,7.841279e-7,0.00010518565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012018592,0.00009440436,0.00009722267,0.000015135143,0.00024382582,0.00004960317,0.000054451793,0.00014136599,0.0008473842],"category_scores_gemma":[0.000006069533,0.00008726262,0.0000135122245,0.00001862034,0.0001277292,0.00016580473,0.00007386825,0.0001743235,0.000023952924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016344222,0.00012607734,0.842802,0.000032609027,0.000038952745,0.000008310313,0.08317313,0.000013304511,0.019442538,0.008094041,0.008942028,0.037163567],"study_design_scores_gemma":[0.0008803078,0.00013791626,0.36315987,0.00007194212,0.000014630305,0.0000072907847,0.023177117,0.000069054695,0.0006784445,0.00023401983,0.6112352,0.0003342187],"about_ca_topic_score_codex":0.000092777096,"about_ca_topic_score_gemma":0.000010864015,"teacher_disagreement_score":0.6022932,"about_ca_system_score_codex":0.000039656414,"about_ca_system_score_gemma":0.0000053017457,"threshold_uncertainty_score":0.9278263},"labels":[],"label_agreement":null},{"id":"W2990989932","doi":"10.2139/ssrn.3464027","title":"To Divest or to Engage? A Case Study of Climate-Change Activism","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Divestment; Climate change; Political science; Business; Law; Geology; Oceanography","score_opus":0.3220155827781006,"score_gpt":0.4545098309513089,"score_spread":0.13249424817320832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990989932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936757,0.0000677417,0.00003717925,0.0019731193,0.00018898469,0.00078863767,0.0000037025106,0.000025567737,0.0032393746],"genre_scores_gemma":[0.9937475,0.00494802,0.00003475259,0.00024338134,0.00017956358,0.00003110464,9.556941e-7,0.000013950245,0.0008007838],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977843,0.0004709272,0.00021676118,0.00014756742,0.00029704426,0.0010833846],"domain_scores_gemma":[0.9992163,0.00013163067,0.000114608796,0.00025515107,0.000116372474,0.000165939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026762153,0.00009506297,0.00017087259,0.00016887604,0.00055796077,0.000059248956,0.00033822947,0.000052318155,0.00053528504],"category_scores_gemma":[0.00012705129,0.00008028345,0.000049629947,0.00040011818,0.000020726575,0.00021142494,0.00012129058,0.0007018206,0.00020020822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004163108,0.0010904941,0.039679185,0.00001602008,0.00008325309,0.000055838314,0.73888695,0.000013433163,0.0007483672,0.011739546,0.00007484655,0.20719573],"study_design_scores_gemma":[0.00081475324,0.0022511873,0.0054107443,0.000040265262,0.000029135657,0.00032929608,0.9826467,0.000009280378,0.000004584183,0.0008331161,0.007430131,0.00020080656],"about_ca_topic_score_codex":0.0053970376,"about_ca_topic_score_gemma":0.22847672,"teacher_disagreement_score":0.24375972,"about_ca_system_score_codex":0.00060875394,"about_ca_system_score_gemma":0.00036252395,"threshold_uncertainty_score":0.8158742},"labels":[],"label_agreement":null},{"id":"W2991596169","doi":"10.1111/josi.12360","title":"The Perils of Explaining Climate Inaction in Terms of Psychological Barriers","year":2019,"lang":"en","type":"article","venue":"Journal of Social Issues","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Action (physics); Transformative learning; Misrepresentation; Social psychology; Context (archaeology); Psychology; Climate change; Power (physics); Sociology; Political science; Ecology; Developmental psychology; Law","score_opus":0.2891753447918648,"score_gpt":0.5173459894190511,"score_spread":0.22817064462718628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991596169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96859765,0.00014257304,0.0000010723481,0.002154562,0.00027735395,0.000061866565,0.00000160573,0.00000325131,0.028760055],"genre_scores_gemma":[0.9923294,0.007342387,0.000048776987,0.000030759267,0.0001589293,8.961514e-7,5.8032873e-7,0.0000029093349,0.00008531598],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99896586,0.00028977267,0.00035058806,0.00003972309,0.00024314784,0.00011088813],"domain_scores_gemma":[0.99921113,0.00014013157,0.00044696097,0.00006725196,0.0001032513,0.00003129567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016335142,0.000039038583,0.00016917821,0.0000598319,0.0002035001,0.000022208073,0.00021763484,0.000078441786,0.00045447354],"category_scores_gemma":[0.00019805368,0.000028096429,0.00008233059,0.00015596054,0.00020447958,0.00016033076,0.000022992586,0.00014607435,0.0000047622284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000576653,0.00019008583,0.32975024,0.000052273757,0.000031833664,0.0000019051867,0.56145734,0.0000075522044,0.021463877,0.040334225,0.00076960656,0.045364387],"study_design_scores_gemma":[0.00077163195,0.00033845264,0.34705997,0.00016477662,0.000015646941,0.0000023044313,0.5872824,0.000018636309,0.0003403755,0.003207752,0.060677078,0.00012098277],"about_ca_topic_score_codex":0.0001813025,"about_ca_topic_score_gemma":0.0004487526,"teacher_disagreement_score":0.05990747,"about_ca_system_score_codex":0.00008676057,"about_ca_system_score_gemma":0.000016652448,"threshold_uncertainty_score":0.49761668},"labels":[],"label_agreement":null},{"id":"W2991820155","doi":"10.1016/j.gloenvcha.2019.101957","title":"Patterns of controversy and consensus in German, Canadian, and US online news on climate change","year":2019,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Amsterdam School of Communication Research, University of Amsterdam","keywords":"Climate change; Scientific consensus; German; Political science; Politics; News media; Perception; Public relations; Global warming; Geography; Law; Psychology","score_opus":0.17662589751147634,"score_gpt":0.3686148361661843,"score_spread":0.19198893865470795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991820155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99073243,0.00039086302,2.8508028e-8,0.00302519,0.000098255674,0.0004837158,0.0015099691,0.000008151587,0.0037514118],"genre_scores_gemma":[0.98208535,0.015624279,0.0000079954725,0.0020458847,0.000067581925,0.00001661125,0.00010941569,0.000005287248,0.00003759602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992422,0.00009135444,0.00012408396,0.00016380713,0.00013145794,0.0002470863],"domain_scores_gemma":[0.999614,0.00003286366,0.000060235827,0.00014362551,0.00000308652,0.00014617434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012428706,0.000093047536,0.00014148453,0.0000504689,0.00007779266,0.000013940674,0.00008090632,0.00008623281,0.0004486739],"category_scores_gemma":[0.000006541447,0.00010004641,0.000019713743,0.000050814924,0.00010557813,0.00007495506,0.0000689903,0.000065066866,0.000043324184],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030324463,0.000059412407,0.97578925,0.000017513297,0.0000030519473,0.000003450174,0.0055946736,1.0631791e-7,0.00009422634,0.00089579227,0.00002222616,0.01748997],"study_design_scores_gemma":[0.000660659,0.00007656357,0.9667746,0.000049942057,0.000005645932,0.0000021079038,0.0055857613,0.00004829204,0.0000018366001,0.000030260975,0.02665361,0.00011071758],"about_ca_topic_score_codex":0.26787266,"about_ca_topic_score_gemma":0.70572907,"teacher_disagreement_score":0.4378564,"about_ca_system_score_codex":0.00029379444,"about_ca_system_score_gemma":0.00000735509,"threshold_uncertainty_score":0.7370026},"labels":[],"label_agreement":null},{"id":"W2993154067","doi":"10.1177/209660831900200105","title":"The Landscape of Science Communication in Contemporary Canada: A Focus on Anglophone Actors and Networks","year":2019,"lang":"en","type":"article","venue":"Cultures of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Simon Fraser University; University of the Fraser Valley","funders":"","keywords":"Science communication; Outreach; Social media; Public relations; Public engagement; Altmetrics; Work (physics); Sociology; Citizen science; Journalism; Social science education; Science education; Political science; Media studies; Pedagogy; Engineering; Library science","score_opus":0.1569232898871217,"score_gpt":0.38142311483793584,"score_spread":0.22449982495081414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993154067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533109,0.0010335755,7.1735565e-7,0.0024099906,0.00012279727,0.0001824217,0.0000026874284,0.0000051813104,0.042931724],"genre_scores_gemma":[0.99691087,0.0028928996,0.000025736997,0.00007726135,0.000007977068,0.0000032703113,0.0000012620453,0.0000014120178,0.00007931234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990382,0.00008101039,0.00015085147,0.00012556522,0.00044852815,0.00015584477],"domain_scores_gemma":[0.99906385,0.00020932763,0.00013556104,0.00034651818,0.0001872676,0.000057459205],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018206431,0.00004508892,0.00008536391,0.000069485475,0.0007082232,0.00005202373,0.00091177376,0.000027622558,0.000016625414],"category_scores_gemma":[0.00027856114,0.00003074303,0.000010967211,0.0012032838,0.004604483,0.0002587166,0.00014158493,0.00009391362,6.459215e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024336869,0.00030424548,0.43938988,0.000060718183,0.000010770407,8.3277394e-7,0.2628351,0.00060453813,0.056990474,0.15268716,0.006929701,0.07994321],"study_design_scores_gemma":[0.00049617374,0.00010935996,0.84558517,0.0002282036,0.0000026514754,6.1740457e-7,0.13788286,0.0018236338,0.0013924506,0.0008248025,0.011457349,0.00019673743],"about_ca_topic_score_codex":0.16052324,"about_ca_topic_score_gemma":0.49928412,"teacher_disagreement_score":0.40619525,"about_ca_system_score_codex":0.00009376228,"about_ca_system_score_gemma":0.00064449053,"threshold_uncertainty_score":0.9981044},"labels":[],"label_agreement":null},{"id":"W2993339999","doi":"10.51656/psycause.v9i2.20158","title":"Biais cognitifs face aux changements climatiques","year":2019,"lang":"fr","type":"article","venue":"Psycause revue scientifique étudiante de l École de psychologie de l Université Laval","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.2683256918679153,"score_gpt":0.3997576001127066,"score_spread":0.13143190824479134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993339999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8043121,0.0036248511,0.0012963015,0.076108575,0.0044104774,0.0014378304,0.00046684835,0.0003641812,0.10797885],"genre_scores_gemma":[0.65673697,0.1799482,0.0038486652,0.008323273,0.0009571596,0.000094323754,0.00030105322,0.00013977666,0.14965059],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.994954,0.0015793088,0.00047073254,0.0009849917,0.00043590413,0.0015750779],"domain_scores_gemma":[0.9970482,0.00034253736,0.0004134114,0.001130392,0.00046438148,0.00060105685],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003208444,0.0004340554,0.00048690822,0.0004675513,0.00086875184,0.00035863722,0.0015766497,0.0006993999,0.0037386217],"category_scores_gemma":[0.00026614487,0.0005573114,0.00035683688,0.0018307964,0.000734699,0.0007284433,0.00040275409,0.00076657214,0.0026015753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067895505,0.0036874628,0.26910305,0.0024892867,0.0007241764,0.000677204,0.35807437,0.00041444885,0.029076478,0.044154547,0.1579863,0.1329337],"study_design_scores_gemma":[0.0035448282,0.00037854767,0.11788667,0.0029097532,0.00044442338,0.0001774474,0.08186657,0.0060879397,0.00076954934,0.003101368,0.78105706,0.00177586],"about_ca_topic_score_codex":0.0024640062,"about_ca_topic_score_gemma":0.0108291,"teacher_disagreement_score":0.6230707,"about_ca_system_score_codex":0.0019983526,"about_ca_system_score_gemma":0.0004863238,"threshold_uncertainty_score":0.99968785},"labels":[],"label_agreement":null},{"id":"W2993469105","doi":"10.4000/vertigo.26117","title":"Contribution à l’étude des barrières et des leviers d’action face au changement climatique","year":2019,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","score_opus":0.31368189345449465,"score_gpt":0.4295650170424215,"score_spread":0.11588312358792685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993469105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958057,0.005871662,0.002172537,0.01123226,0.0015709577,0.00070733664,0.00005799139,0.000106034015,0.02022425],"genre_scores_gemma":[0.92143667,0.07387183,0.00036025926,0.00079762435,0.00021061407,0.000053709005,0.00013495209,0.000018502304,0.0031158393],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977352,0.00086552737,0.00029913953,0.00026335396,0.00031904096,0.00051771244],"domain_scores_gemma":[0.99889934,0.00016099864,0.00016319002,0.00034020856,0.00025766477,0.0001786014],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011047322,0.00019245199,0.00022372555,0.00008501717,0.00072648586,0.00012286441,0.00027126895,0.00023803601,0.004191555],"category_scores_gemma":[0.00022039624,0.0002061713,0.00013030208,0.0004024759,0.0005511798,0.00075715355,0.00010922428,0.00022761426,0.0018220269],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016159612,0.00062830927,0.31223047,0.0008294671,0.00014609155,0.0000020006983,0.35437644,0.000293603,0.011269194,0.11729941,0.004835729,0.19792771],"study_design_scores_gemma":[0.0010011812,0.00029904913,0.27987543,0.00082466746,0.00009810686,0.000003815502,0.050966855,0.0017920483,0.00082269113,0.0048789317,0.65889674,0.0005404772],"about_ca_topic_score_codex":0.00384198,"about_ca_topic_score_gemma":0.042278133,"teacher_disagreement_score":0.654061,"about_ca_system_score_codex":0.0013294737,"about_ca_system_score_gemma":0.0001029129,"threshold_uncertainty_score":0.9989552},"labels":[],"label_agreement":null},{"id":"W2993653458","doi":"10.1177/209660831800100103","title":"Cultures of Scientific Culture","year":2018,"lang":"en","type":"article","venue":"Cultures of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Epistemology; Sociology of scientific knowledge; Sociology; Social science; Philosophy","score_opus":0.3323740906845456,"score_gpt":0.489401012578369,"score_spread":0.1570269218938234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993653458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6845904,0.0004241488,0.000022267726,0.0016100213,0.00087308005,0.00022476239,0.00002200203,0.00005850685,0.31217483],"genre_scores_gemma":[0.99469095,0.0005542997,0.0009953068,0.0001294431,0.00015816707,0.0000034245681,0.000006702439,0.0000028143932,0.0034589109],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985158,0.000068427085,0.00020210915,0.00023761195,0.00073349365,0.00024256253],"domain_scores_gemma":[0.99809724,0.000022549835,0.00017509742,0.0003894872,0.0012036416,0.00011200608],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0012498599,0.000074059404,0.000120062134,0.000120382225,0.0016080126,0.0001304822,0.0011723904,0.00007369757,0.0005844697],"category_scores_gemma":[0.00056619843,0.00005522755,0.000059166887,0.00150691,0.015991708,0.0004689389,0.00014349152,0.0000756992,0.000042607022],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015296777,0.00013647947,0.0017909122,0.000027887736,0.0000049197965,1.4081142e-7,0.35235512,0.0000017719698,0.5297056,0.078531355,0.02872204,0.008708505],"study_design_scores_gemma":[0.00022360112,0.000120218596,0.016360069,0.00012047276,0.000015035855,0.0000013445245,0.0845334,0.000037418566,0.061252177,0.003812934,0.83328724,0.00023608032],"about_ca_topic_score_codex":0.00033841436,"about_ca_topic_score_gemma":0.0014431194,"teacher_disagreement_score":0.8045652,"about_ca_system_score_codex":0.000048729726,"about_ca_system_score_gemma":0.00017464087,"threshold_uncertainty_score":0.9996918},"labels":[],"label_agreement":null},{"id":"W2995595645","doi":"10.5194/gc-3-89-2020","title":"The benefits to climate science of including early-career scientists as reviewers","year":2020,"lang":"en","type":"article","venue":"Geoscience Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Rimouski","funders":"Alexander von Humboldt-Stiftung","keywords":"Peer review; Public relations; Feeling; Workforce; Process (computing); Set (abstract data type); Psychology; Political science; Medical education; Engineering ethics; Medicine; Computer science; Social psychology; Engineering","score_opus":0.5108422216740254,"score_gpt":0.4673543657057532,"score_spread":0.04348785596827215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995595645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8729376,0.002057504,0.0001379218,0.07142584,0.00030148175,0.00085382897,0.000018580533,0.00012247577,0.05214473],"genre_scores_gemma":[0.9663086,0.030932229,0.0012406034,0.0013715387,0.000032329546,0.000031638807,0.0000043748278,0.00000633254,0.00007234014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760085,0.0002923577,0.000354164,0.00029216675,0.0010048297,0.00045562536],"domain_scores_gemma":[0.99734473,0.00026187577,0.00024118734,0.0011494963,0.00069913676,0.0003035434],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058071553,0.00009377137,0.000132677,0.000113070295,0.0052649733,0.00038299634,0.0037199464,0.00004132563,0.000084673535],"category_scores_gemma":[0.0028392852,0.00007976466,0.0000538596,0.0030976369,0.0024012113,0.0006758269,0.0013566839,0.00015028857,0.0002250186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044804678,0.00007643177,0.010424821,0.00004161429,0.0000045024376,1.9357896e-7,0.17214634,0.000091193055,0.011239373,0.35256875,0.0007059422,0.45265603],"study_design_scores_gemma":[0.0004570714,0.0003017778,0.22586867,0.0006647703,0.0000363505,0.0000023284815,0.044506226,0.0021416275,0.001749138,0.0023308164,0.7211605,0.0007807483],"about_ca_topic_score_codex":0.0010254019,"about_ca_topic_score_gemma":0.0010932072,"teacher_disagreement_score":0.7204545,"about_ca_system_score_codex":0.00015909,"about_ca_system_score_gemma":0.000259287,"threshold_uncertainty_score":0.99603003},"labels":[],"label_agreement":null},{"id":"W2995867549","doi":"10.1386/jem_00007_1","title":"Visualizing climate change in the Arctic and beyond: Participatory media and the United Nations Conference of the Parties (COP), and interactive Indigenous Arctic media","year":2019,"lang":"en","type":"article","venue":"Journal of Environmental Media","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Arctic; Indigenous; Climate change; Glacier; Narrative; Citizen journalism; Witness; Outreach; Political science; The arctic; Geography; Media studies; Physical geography; Sociology; Oceanography; Geology; Law; Art","score_opus":0.2740721132681631,"score_gpt":0.39453993204537985,"score_spread":0.12046781877721674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995867549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948723,0.00097626477,4.4051615e-7,0.0034868547,0.00018975786,0.0002705092,0.00001603313,0.0000016591549,0.00018623186],"genre_scores_gemma":[0.9648023,0.034688257,0.000011613294,0.00040398203,0.000068380454,0.0000148256095,0.0000036854349,0.0000047330177,0.000002219268],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984361,0.0007569879,0.00027000695,0.00007229171,0.00032377272,0.00014086707],"domain_scores_gemma":[0.9973516,0.002121844,0.00032044973,0.0001254239,0.000023587738,0.000057116897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014117238,0.00007682623,0.00015697656,0.0001604397,0.00024644387,0.00004732973,0.00021128466,0.000047305057,0.00013216304],"category_scores_gemma":[0.00043130296,0.000042244465,0.000031114425,0.00020060662,0.0010062258,0.0002456977,0.00011240385,0.00025915357,0.0000021553383],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005719507,0.00006178956,0.15024127,0.000018045097,0.000012680236,7.2811935e-7,0.84466875,5.044692e-7,0.00033796974,0.0017528716,0.0000020129971,0.0028461844],"study_design_scores_gemma":[0.00068806,0.000039938273,0.7448103,0.00013734297,0.000048329177,0.0000110453875,0.2529019,0.0000722424,0.000020909883,0.0008464698,0.00036682255,0.000056672827],"about_ca_topic_score_codex":0.00049508567,"about_ca_topic_score_gemma":0.006291816,"teacher_disagreement_score":0.59456897,"about_ca_system_score_codex":0.00006504465,"about_ca_system_score_gemma":0.000017820155,"threshold_uncertainty_score":0.37074807},"labels":[],"label_agreement":null},{"id":"W2997045599","doi":"10.1145/3371283","title":"A story of paradise","year":2019,"lang":"en","type":"article","venue":"interactions","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Paradise; Diversity (politics); Sustainability; Engineering ethics; Sociology; Computer science; Data science; Human–computer interaction; Engineering; Art; Ecology; Art history; Anthropology; Biology","score_opus":0.5303795997868023,"score_gpt":0.5263667318339093,"score_spread":0.004012867952893018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2997045599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5956674,0.000028354261,0.00002100886,0.0031221583,0.0004734662,0.00007289655,0.000007045679,0.000025959034,0.40058172],"genre_scores_gemma":[0.98970985,0.00024503385,0.000049224953,0.000077049684,0.00003861382,0.0000052032174,0.000006419809,0.000001860644,0.009866749],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970686,0.000107049054,0.000051138144,0.00003537727,0.000056305078,0.000043256296],"domain_scores_gemma":[0.99964386,0.00013703966,0.00003435528,0.00012429056,0.000039660554,0.000020782523],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013488326,0.000017159564,0.00003382775,0.00003653203,0.00011318499,0.0000074237864,0.00007566279,0.000014105755,0.008486147],"category_scores_gemma":[0.000049732993,0.000018140798,0.000028961422,0.000066331886,0.00003891717,0.00010617409,0.000010376512,0.00007527011,0.0007363018],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008291016,0.00075303955,0.10943018,0.00005333202,0.00006569006,6.3733575e-7,0.50636476,0.000047190813,0.036828328,0.1687757,0.056208942,0.121389285],"study_design_scores_gemma":[0.000050128787,0.0000072105104,0.012075509,0.0000145466165,0.0000026595935,2.578595e-7,0.018353513,0.000032776552,0.000026646172,0.0001901123,0.9692184,0.000028264749],"about_ca_topic_score_codex":0.00036742908,"about_ca_topic_score_gemma":0.0024066048,"teacher_disagreement_score":0.9130094,"about_ca_system_score_codex":0.000041580926,"about_ca_system_score_gemma":0.000020140391,"threshold_uncertainty_score":0.99242026},"labels":[],"label_agreement":null},{"id":"W2999407356","doi":"10.17351/ests2020.313","title":"Learning in Crisis: Training Students to Monitor and Address Irresponsible Knowledge Construction by US Federal Agencies under Trump","year":2020,"lang":"en","type":"article","venue":"Engaging Science Technology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; University of Michigan","keywords":"Public relations; Agency (philosophy); Ideology; Political science; Work (physics); Corporate governance; Public administration; Curriculum; Sociology; Politics; Business; Law; Engineering; Social science","score_opus":0.2201229905282788,"score_gpt":0.4333201427701782,"score_spread":0.21319715224189942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999407356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825142,0.00031254266,0.00016635782,0.015831456,0.00008918605,0.00013274411,0.0000015949083,0.00018918824,0.00076270814],"genre_scores_gemma":[0.99712825,0.0011003845,0.0009168836,0.0007303884,0.000028245633,0.000016450911,0.0000010804345,0.0000045024744,0.00007382076],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894214,0.00016226206,0.00012516994,0.00029218747,0.00019042357,0.00028779946],"domain_scores_gemma":[0.99961495,0.000094127055,0.000040353923,0.000083594714,0.000051493535,0.00011544867],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014905104,0.000081299775,0.0001211997,0.00017167753,0.002460108,0.00017965827,0.0003145739,0.00012812224,0.00001817087],"category_scores_gemma":[0.00027959584,0.00008805965,0.000019641786,0.0015208524,0.0014296623,0.00032249646,0.00021810597,0.00042620584,0.0000042014567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009708469,0.000026542297,0.08995142,0.000013531875,0.0000074766544,5.1700766e-7,0.8504817,0.0000265805,0.017762635,0.0055879187,0.0003879593,0.03574402],"study_design_scores_gemma":[0.000257264,0.000049931496,0.018081209,0.00003098771,0.000003919316,0.0000016874499,0.9760774,0.0005276624,0.00024723605,0.00061495864,0.003965562,0.00014223385],"about_ca_topic_score_codex":0.00008688145,"about_ca_topic_score_gemma":0.00013885213,"teacher_disagreement_score":0.12559566,"about_ca_system_score_codex":0.00011530199,"about_ca_system_score_gemma":0.000094349794,"threshold_uncertainty_score":0.99883854},"labels":[],"label_agreement":null},{"id":"W2999747059","doi":"10.11124/jbisrir-d-19-00253","title":"Impact of awareness and concerns of climate change on childrenʼs mental health","year":2020,"lang":"en","type":"article","venue":"JBI Evidence Synthesis","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Children’s Health Research Institute; Western University","funders":"","keywords":"CINAHL; PsycINFO; Scopus; Mental health; Climate change; Grey literature; Systematic review; Psychology; MEDLINE; Population; Inclusion (mineral); Medicine; Psychological intervention; Political science; Environmental health; Psychiatry; Social psychology","score_opus":0.39177112887150467,"score_gpt":0.5010766534910078,"score_spread":0.10930552461950316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999747059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707534,0.00075805443,0.0000035209794,0.026474329,0.000042636566,0.0003841183,0.00023801981,0.00003272038,0.0013132532],"genre_scores_gemma":[0.93728954,0.06222041,0.000032287135,0.00033397472,0.0000897417,0.000019076466,0.000005647099,0.0000063262087,0.0000030300425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989135,0.0003391011,0.00021046262,0.00014388008,0.00022762714,0.0001654095],"domain_scores_gemma":[0.99902475,0.0004109512,0.00021952187,0.00016868721,0.000045343553,0.00013077511],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005251523,0.00007945176,0.0002344882,0.000043679243,0.00023774816,0.000016698714,0.00020836477,0.000045692996,0.000601941],"category_scores_gemma":[0.0004483503,0.00007039067,0.000080214995,0.00018662207,0.00020422398,0.00020416902,0.00006725967,0.000053261767,0.000011687558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026045265,0.00016497607,0.47553673,0.0003243271,0.00004029086,3.4615636e-7,0.24930313,0.0000032312278,0.0015003261,0.0014053684,0.0008703235,0.2705905],"study_design_scores_gemma":[0.0002551314,0.00068869983,0.9778365,0.001955105,0.00003256477,7.7567e-7,0.016451908,0.00031131713,0.00049232185,0.000049895472,0.0016590005,0.00026679732],"about_ca_topic_score_codex":0.0070897746,"about_ca_topic_score_gemma":0.00094323274,"teacher_disagreement_score":0.5022998,"about_ca_system_score_codex":0.00008324722,"about_ca_system_score_gemma":0.00007481946,"threshold_uncertainty_score":0.9995221},"labels":[],"label_agreement":null},{"id":"W3000236690","doi":"10.1088/1742-6596/1342/1/012102","title":"Storytelling and Science Communication: how to turn (A, Z) → (A, Z + 2) + 2e<sup>−</sup> + 2v<sub>e</sub> into a story","year":2020,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Storytelling; Outreach; Narrative; Style (visual arts); Turn (biochemistry); Physics; Sociology; Visual arts; Literature; Political science; Art; Law","score_opus":0.22423537242604433,"score_gpt":0.36283559826384193,"score_spread":0.1386002258377976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000236690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92299587,0.00058481743,0.0044331276,0.06982899,0.00012902742,0.00019419739,0.000007110326,0.00004089651,0.0017859988],"genre_scores_gemma":[0.99061275,0.006411175,0.001792092,0.0007492416,0.00038420482,0.000004417536,0.0000028056993,0.000010346904,0.000032965825],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984873,0.0003220039,0.00024061691,0.00016598545,0.0005609566,0.000223167],"domain_scores_gemma":[0.99787986,0.00015700552,0.00031852833,0.00028947514,0.0009817488,0.00037340625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011285417,0.00013102703,0.00024869587,0.00009074739,0.001173669,0.0004593665,0.0008347991,0.0000585982,0.000042832282],"category_scores_gemma":[0.00047491732,0.00013144137,0.00006385783,0.0005470245,0.0011723003,0.0016543606,0.00022887257,0.00042402837,0.00001752142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007447335,0.000060888375,0.00071819604,0.000050869745,0.000022280148,0.000002244177,0.5923025,0.0001494924,0.090944536,0.03286474,0.0009875745,0.28182223],"study_design_scores_gemma":[0.0011655187,0.0009691288,0.0049783257,0.00078074937,0.00012436551,0.000022484099,0.6608769,0.0017320307,0.07650411,0.019817095,0.23182234,0.0012068999],"about_ca_topic_score_codex":0.000041702915,"about_ca_topic_score_gemma":0.0002251515,"teacher_disagreement_score":0.28061533,"about_ca_system_score_codex":0.00014003467,"about_ca_system_score_gemma":0.0005503073,"threshold_uncertainty_score":0.90270317},"labels":[],"label_agreement":null},{"id":"W3000268638","doi":"10.5840/envirophil20201889","title":"What Needs to Change in Our Thinking about Climate Change (and about Thinking)","year":2020,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consciousness; Climate change; Object (grammar); Epistemology; Psychology; Environmental ethics; Social psychology; Philosophy; Ecology","score_opus":0.30127337667823917,"score_gpt":0.37700802749529544,"score_spread":0.07573465081705627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000268638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6989359,0.0043087006,0.000003641268,0.279376,0.0006228017,0.0013902243,0.00005956683,0.00017073286,0.015132401],"genre_scores_gemma":[0.9230116,0.04597947,0.000110545036,0.02935005,0.0013100873,0.00013503864,0.000054912645,0.000026781112,0.000021489703],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99850136,0.0001844718,0.00022744565,0.000295544,0.00041808636,0.00037306474],"domain_scores_gemma":[0.9993764,0.000030606017,0.00008566668,0.00023028796,0.0000040813975,0.0002729649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004403214,0.00018124406,0.00019872296,0.00013134476,0.00054879097,0.00023174804,0.0004070044,0.00012920896,0.00037885038],"category_scores_gemma":[0.000017923283,0.00020005002,0.000059283506,0.00027437136,0.00010316182,0.0010607658,0.0004493342,0.00023768833,0.0005016505],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005218243,0.00012259829,0.037275553,0.000043757485,0.000008029654,0.000007802274,0.90888417,0.000001741572,0.00052183034,0.011817876,0.000098591794,0.04116586],"study_design_scores_gemma":[0.0020781632,0.00045706963,0.5289026,0.0011531336,0.000054353444,0.0000042518573,0.24787615,0.0002884533,0.00007390146,0.019965587,0.19748473,0.0016616138],"about_ca_topic_score_codex":0.00028367282,"about_ca_topic_score_gemma":0.00042317435,"teacher_disagreement_score":0.661008,"about_ca_system_score_codex":0.0001676961,"about_ca_system_score_gemma":0.0000041555604,"threshold_uncertainty_score":0.81578034},"labels":[],"label_agreement":null},{"id":"W3001269003","doi":"10.1089/env.2019.0038","title":"Moral Outrage as the Emotional Response to Climate Injustice","year":2020,"lang":"en","type":"article","venue":"Environmental Justice","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Outrage; Injustice; Action (physics); Argument (complex analysis); Environmental ethics; Climate change; Climate justice; Social psychology; Sociology; Psychology; Political science; Epistemology; Law; Politics; Philosophy","score_opus":0.2669041193872005,"score_gpt":0.3997583826625579,"score_spread":0.13285426327535743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001269003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85892993,0.00007399438,0.00010968402,0.104036555,0.0002657846,0.00037184515,0.00010173482,0.0000878484,0.03602262],"genre_scores_gemma":[0.9801146,0.0009450351,0.00025187782,0.017561479,0.00035972198,0.000018351056,0.000032347813,0.000011804624,0.0007048139],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986084,0.00050167047,0.0001369746,0.00017461991,0.00034779956,0.00023053438],"domain_scores_gemma":[0.9992125,0.0003174171,0.0000441989,0.00020132425,0.000005832563,0.00021871546],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006231797,0.000086822125,0.00007082222,0.000018955885,0.0008787187,0.00006669093,0.00037290266,0.000050701645,0.0047115055],"category_scores_gemma":[0.00037011845,0.00007668572,0.000043482738,0.0001323923,0.00020051342,0.00012546491,0.00019819748,0.00015621567,0.0051725446],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036207507,0.00056794425,0.0054908516,0.0001025042,0.000044353113,0.0000361577,0.8494312,0.0010806223,0.061321862,0.027681617,0.02015518,0.03046692],"study_design_scores_gemma":[0.00046063893,0.00021711702,0.091193244,0.00002268201,0.00015259042,0.0000043848845,0.2366583,0.00046089312,0.00009585511,0.00014977933,0.6702527,0.00033180762],"about_ca_topic_score_codex":0.000080473605,"about_ca_topic_score_gemma":0.00007320542,"teacher_disagreement_score":0.6500975,"about_ca_system_score_codex":0.00013639376,"about_ca_system_score_gemma":0.000020183234,"threshold_uncertainty_score":0.9961983},"labels":[],"label_agreement":null},{"id":"W3001418019","doi":"10.1017/s0007123420000113","title":"Party Cues in the News: Democratic Elites, Republican Backlash, and the Dynamics of Climate Skepticism","year":2020,"lang":"en","type":"article","venue":"British Journal of Political Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":128,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Skepticism; Elite; Public opinion; Climate change; Political science; Democracy; Construct (python library); Backlash; Dynamics (music); Political economy; Sociology; Law; Politics; Epistemology; Philosophy","score_opus":0.15063448832319962,"score_gpt":0.39569718074988997,"score_spread":0.24506269242669035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001418019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7767969,0.0005330251,0.00011720994,0.18639016,0.00009236769,0.00020692301,0.000022601213,0.0000088856095,0.03583197],"genre_scores_gemma":[0.98927957,0.006889243,0.00022753645,0.003463195,0.00012240549,0.0000017806118,0.000001053603,0.000002478626,0.000012765657],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979532,0.0005682009,0.0004146175,0.00010150985,0.00056907214,0.00039342328],"domain_scores_gemma":[0.9985599,0.00067324075,0.00017199104,0.00012139619,0.00021706754,0.00025641316],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004401724,0.0000502607,0.00016695436,0.000041009065,0.0004578236,0.00030224063,0.0008057358,0.00003378089,0.00011495082],"category_scores_gemma":[0.0041347668,0.000034079058,0.000056462628,0.00060726627,0.0033367933,0.000362624,0.00010923927,0.00025787938,0.0000013686848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023519335,0.000058201687,0.006280473,0.000017399027,0.0000025474048,0.000009438433,0.015478016,0.000001519621,0.00004520047,0.93674374,0.00030556708,0.041034363],"study_design_scores_gemma":[0.0026643337,0.0003402768,0.6125432,0.00059889193,0.00007940412,0.00058325037,0.23513548,0.010083665,0.000016362239,0.12893604,0.008641446,0.00037763073],"about_ca_topic_score_codex":0.0028550164,"about_ca_topic_score_gemma":0.007998607,"teacher_disagreement_score":0.80780774,"about_ca_system_score_codex":0.000087394226,"about_ca_system_score_gemma":0.00018792826,"threshold_uncertainty_score":0.9993756},"labels":[],"label_agreement":null},{"id":"W3001475294","doi":"","title":"Cognitive Biases in Corporate Climate Action How industry leaders are mitigating cognitive bias in the transition to a low-carbon economy","year":2019,"lang":"en","type":"article","venue":"York University Digital Library (York University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Cognition; Transition (genetics); Climate change; Low-carbon economy; Economics; Cognitive bias; Business; Psychology; Public economics; Cognitive psychology; Political economy","score_opus":0.3633169067732138,"score_gpt":0.30841317947936514,"score_spread":0.05490372729384868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001475294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8743876,0.000009818166,0.000006652342,0.003379307,0.000058625574,0.0006222052,0.00031789052,0.00010678652,0.12111107],"genre_scores_gemma":[0.9967268,0.00018186872,0.00001037958,0.0005555016,0.000047898295,7.105395e-7,0.00047932565,0.000013942241,0.0019835776],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9983296,0.0005832843,0.00012704122,0.000367216,0.00018484888,0.00040802322],"domain_scores_gemma":[0.9986417,0.0007534952,0.00022985933,0.00016345375,0.00005514456,0.00015630964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000176276,0.0001874156,0.00021684071,0.00072655577,0.00037116086,0.00031954626,0.0004662899,0.00028535098,0.00016382085],"category_scores_gemma":[0.00008521983,0.00022380495,0.00010088706,0.0021669585,0.00033130177,0.0030538812,0.00013022298,0.00053266465,0.00007797193],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001975167,0.00078464387,0.8432402,0.00015903274,0.00008049925,0.0003639827,0.14089079,0.00045925085,0.000057156638,0.0036256274,0.00064615073,0.0077174674],"study_design_scores_gemma":[0.0013175836,0.00008765774,0.032815453,0.0010159966,0.000027128384,0.0000017168824,0.9552515,0.0001756571,0.000026395546,0.0000710961,0.008857654,0.00035212186],"about_ca_topic_score_codex":0.00031014197,"about_ca_topic_score_gemma":0.002299083,"teacher_disagreement_score":0.81436074,"about_ca_system_score_codex":0.0002726975,"about_ca_system_score_gemma":0.00016792826,"threshold_uncertainty_score":0.9126501},"labels":[],"label_agreement":null},{"id":"W3001859167","doi":"10.31579/2690-1919/006","title":"Policy Response to the Recent Analysis of the Nature of Ethical Publishing Issues As Identified By the Ottawa Group in Nature","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Research and Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publishing; Statement (logic); Set (abstract data type); Political science; Group (periodic table); Library science; Sociology; Public relations; Law; Computer science","score_opus":0.4027778738471822,"score_gpt":0.6333568017990662,"score_spread":0.23057892795188395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001859167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66027576,0.0009082975,4.243124e-7,0.33611405,0.0002447854,0.00017317673,0.000003276204,0.0000011441871,0.0022790767],"genre_scores_gemma":[0.98570114,0.010654625,0.000013419954,0.0018164318,0.00023247575,0.0000019772315,0.0000023742018,0.000003829166,0.0015737116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9904691,0.006025947,0.0012387563,0.0001532421,0.0018936654,0.00021926183],"domain_scores_gemma":[0.98942214,0.00763839,0.00084315724,0.0006226703,0.0013054026,0.00016825044],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07699466,0.000056581284,0.00034479875,0.0003085818,0.00027318674,0.00021863753,0.00084038853,0.0006311233,0.00020466607],"category_scores_gemma":[0.09866036,0.000025131843,0.00024278476,0.002421436,0.0005954414,0.00018753517,0.00030241787,0.00461938,0.0000011824355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043769325,0.0010189001,0.70744765,0.00005807918,0.00074742857,0.00005524812,0.0551898,0.00003639225,0.004743606,0.014866875,0.16818134,0.043277726],"study_design_scores_gemma":[0.00018600613,0.0001820772,0.61787945,0.0001160958,0.000032996744,0.000009224188,0.010133651,0.000010308081,0.00003841712,0.004553532,0.366818,0.00004024519],"about_ca_topic_score_codex":0.0021162655,"about_ca_topic_score_gemma":0.009859886,"teacher_disagreement_score":0.33429763,"about_ca_system_score_codex":0.000062032195,"about_ca_system_score_gemma":0.0005344295,"threshold_uncertainty_score":0.997677},"labels":[],"label_agreement":null},{"id":"W3002037937","doi":"10.1002/ajae.12078","title":"The Power of Stories: Narratives and Information Framing Effects in Science Communication","year":2020,"lang":"en","type":"article","venue":"American Journal of Agricultural Economics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Framing (construction); Psychology; Agency (philosophy); Multinomial logistic regression; Science communication; Framing effect; Sociology; Social psychology; Computer science; Linguistics; Social science; History; Mathematics education; Science education","score_opus":0.06002072855429433,"score_gpt":0.3306134997032663,"score_spread":0.27059277114897196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002037937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987383,0.00014802969,0.000013841743,0.010996917,0.000049075294,0.00006551272,8.4110377e-7,0.000002507356,0.00134026],"genre_scores_gemma":[0.9930934,0.006229704,0.00045872713,0.00019396261,0.000020165995,9.531371e-7,8.68388e-7,8.7222196e-7,0.0000013976793],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99944544,0.00012257443,0.00025315408,0.000030415762,0.00007505092,0.000073377334],"domain_scores_gemma":[0.9989344,0.00024197697,0.0005264318,0.00006232146,0.00017577318,0.00005908199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006167783,0.000037129204,0.00010708953,0.000035576428,0.00030086742,0.00008531267,0.00029246876,0.000013010794,0.0000036828255],"category_scores_gemma":[0.00030255807,0.000023516504,0.000021799424,0.00027305208,0.00090186676,0.0012645862,0.000046230634,0.00010494021,8.95966e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004468931,0.000014417339,0.005763832,0.000007972902,0.0000109265775,4.3522775e-8,0.9075864,0.00013498818,0.0009387863,0.02039301,0.00006157321,0.06504336],"study_design_scores_gemma":[0.000171681,0.00019381843,0.27002496,0.000032643027,0.0000032046692,0.0000018457663,0.71896905,0.000042278047,0.00005831387,0.000195905,0.0102432845,0.000062987594],"about_ca_topic_score_codex":0.00014374162,"about_ca_topic_score_gemma":0.0003147903,"teacher_disagreement_score":0.26426113,"about_ca_system_score_codex":0.00009538914,"about_ca_system_score_gemma":0.00006931587,"threshold_uncertainty_score":0.33229655},"labels":[],"label_agreement":null},{"id":"W3002125664","doi":"10.1080/09644016.2019.1708538","title":"Climate change risk perceptions and the problem of scale: evidence from cross-national survey experiments","year":2020,"lang":"en","type":"article","venue":"Environmental Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Norges Forskningsråd","keywords":"Climate change; Optimism; Optimism bias; Survey data collection; Perception; Scale (ratio); Empirical evidence; Geography; Survey research; Confounding; Psychology; Demographic economics; Social psychology; Economics; Applied psychology","score_opus":0.4462663046398081,"score_gpt":0.4481728890435411,"score_spread":0.0019065844037329804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002125664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389577,0.00042912882,0.000018237173,0.0023855278,0.00002899227,0.00029242333,0.0011259617,0.000016589509,0.0018073499],"genre_scores_gemma":[0.9816134,0.017035998,0.00033820485,0.0006280662,0.00017977091,0.00003396006,0.00012299123,0.000007477241,0.000040128747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864167,0.0005503354,0.00018478594,0.0001404974,0.00032413076,0.0001586026],"domain_scores_gemma":[0.9992702,0.00037763646,0.00011003161,0.00012108497,0.000014951207,0.00010607733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005937953,0.00007329583,0.00010142765,0.000012684431,0.0005348724,0.00004999453,0.00019888282,0.000052712734,0.0009515745],"category_scores_gemma":[0.00008944304,0.000062702704,0.000038574817,0.000053475993,0.0011652012,0.00020695494,0.00017097393,0.00009991732,0.00007866445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036526497,0.00005850455,0.8676622,0.0000063059842,0.000008335704,6.452229e-8,0.12860933,0.0000029722512,0.00052114174,0.001215982,0.000089336936,0.0017892739],"study_design_scores_gemma":[0.00036696822,0.000017717835,0.98808795,0.000019684298,0.00001236903,1.2072013e-7,0.009535222,0.00026584804,0.000042737058,0.0005742084,0.0010002267,0.00007695592],"about_ca_topic_score_codex":0.0047207857,"about_ca_topic_score_gemma":0.00059882546,"teacher_disagreement_score":0.12042572,"about_ca_system_score_codex":0.00008735663,"about_ca_system_score_gemma":0.00001091382,"threshold_uncertainty_score":0.9999617},"labels":[],"label_agreement":null},{"id":"W3002131039","doi":"10.1111/gcb.14978","title":"Civil disobedience movements such as School Strike for the Climate are raising public awareness of the climate change emergency","year":2020,"lang":"en","type":"editorial","venue":"Global Change Biology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia; University of Toronto; Fisheries and Oceans Canada","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Climate change; Global warming; Political economy of climate change; Civil disobedience; Political science; Public engagement; Climate change mitigation; Declaration; Environmental resource management; Geography; Environmental science; Public relations; Law; Politics; Ecology","score_opus":0.4771228837811887,"score_gpt":0.4836742499022287,"score_spread":0.006551366121039959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002131039","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0049445205,0.008085255,0.000049222435,0.024069792,0.9341202,0.0045148362,0.01931274,0.00021528057,0.004688158],"genre_scores_gemma":[0.22964454,0.20328872,0.0000145124,0.0013783673,0.56067467,0.002188238,0.0026503894,0.000060199374,0.000100374156],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961984,0.00081946544,0.0006477629,0.0006463466,0.0006589532,0.0010290684],"domain_scores_gemma":[0.9966534,0.0005218049,0.0011298294,0.00088616036,0.0005877551,0.00022106765],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0014804547,0.00040779196,0.000587297,0.00006961028,0.0018226049,0.00011639464,0.0026084816,0.0009665384,0.0007057893],"category_scores_gemma":[0.0029465447,0.000282466,0.00036977933,0.00085284386,0.0005802924,0.0002665408,0.0012129548,0.0004887448,0.00006882883],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036919687,0.0003447251,0.30723733,0.0009967729,0.00023160866,0.0000016592866,0.020328779,1.10564905e-7,0.00004934102,0.010023405,0.61882615,0.041590925],"study_design_scores_gemma":[0.00041267512,0.000112664224,0.015479108,0.00018830416,0.000080209116,2.5961876e-7,0.0051430035,0.000018835792,9.255148e-7,0.00101163,0.97721547,0.00033691892],"about_ca_topic_score_codex":0.006568131,"about_ca_topic_score_gemma":0.04349426,"teacher_disagreement_score":0.37344554,"about_ca_system_score_codex":0.00045303057,"about_ca_system_score_gemma":0.00028877112,"threshold_uncertainty_score":0.99996275},"labels":[],"label_agreement":null},{"id":"W3002452304","doi":"10.1007/s11229-020-02538-x","title":"Feyerabend and manufactured disagreement: reflections on expertise, consensus, and science policy","year":2020,"lang":"en","type":"article","venue":"Synthese","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Philosophy of science; Pluralism (philosophy); Epistemology; Philosophy of language; Argument (complex analysis); Democracy; Flourishing; Sociology; Politics; Political science; Philosophy; Metaphysics; Law; Psychology","score_opus":0.5575838784244206,"score_gpt":0.511612201055461,"score_spread":0.045971677368959574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002452304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7291925,0.00020905395,0.00001465873,0.1298677,0.000078655255,0.00023168566,0.000020013435,0.00009424999,0.1402915],"genre_scores_gemma":[0.99562204,0.0019934324,0.00011054426,0.0019046569,0.00012833018,0.000008286305,0.0000015444032,0.0000042753836,0.00022687578],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932414,0.00009562618,0.000076519296,0.00017393609,0.00017521152,0.00015455093],"domain_scores_gemma":[0.9995089,0.00011031437,0.000029289893,0.0001306811,0.000029081582,0.00019169545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022868456,0.000058991496,0.00006609752,0.00007105432,0.00087593176,0.00011325128,0.000121987265,0.000032954154,0.00025222116],"category_scores_gemma":[0.0005969822,0.000053816173,0.000012204675,0.00025296403,0.00077162014,0.00007939415,0.000067441586,0.00006823031,0.000028608501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112668335,0.00012572753,0.0026587914,0.000036324218,0.000016965507,0.000003092903,0.5528141,0.0000031747718,0.05953498,0.09841653,0.002047385,0.28423023],"study_design_scores_gemma":[0.0009280417,0.00031771808,0.06634838,0.00014551048,0.00003221008,0.000008540362,0.17961708,0.00059530156,0.0045867995,0.005465126,0.7411834,0.0007719068],"about_ca_topic_score_codex":0.0011998378,"about_ca_topic_score_gemma":0.0016925563,"teacher_disagreement_score":0.739136,"about_ca_system_score_codex":0.000068425405,"about_ca_system_score_gemma":0.0000615173,"threshold_uncertainty_score":0.67370474},"labels":[],"label_agreement":null},{"id":"W3003950184","doi":"10.1080/17524032.2019.1710226","title":"Representing Ecological Crises in Children’s Media: An Analysis of <i>The Lorax</i> and <i>Wall-E</i>","year":2020,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Ontario College of Art and Design","funders":"","keywords":"Narrative; Representation (politics); Ecological crisis; Interpersonal communication; Environmental crisis; Sociology; Ecology; History; Political science; Environmental ethics; Social science; Literature; Art; Law; Philosophy; Politics","score_opus":0.22121778135166945,"score_gpt":0.37110303415004015,"score_spread":0.1498852527983707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003950184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921254,0.00030874248,0.000005659075,0.0059773196,0.000007622939,0.00016593507,0.000013626487,0.000016136242,0.0013795489],"genre_scores_gemma":[0.9922768,0.0067080474,0.00012794213,0.0007132648,0.000013000462,0.00001135139,0.00013839253,0.00000412563,0.0000070915676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986104,0.0007810741,0.00020695892,0.00013502744,0.00017363462,0.000092935144],"domain_scores_gemma":[0.9991789,0.00015993313,0.00012770873,0.0004678181,0.000004894554,0.000060753573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044567153,0.000056967558,0.00012691147,0.00004268608,0.0002972473,0.000023703638,0.0005057515,0.00006425076,0.0003450163],"category_scores_gemma":[0.00011262599,0.000051665258,0.000052253698,0.00033452464,0.00040451874,0.00017158293,0.00032093746,0.00014633777,0.0000043744344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006610042,0.00012037414,0.96820194,0.000001074837,0.00001769593,3.1303784e-8,0.028110359,0.000068300265,0.0010330925,0.0003581768,0.000018322642,0.0020640278],"study_design_scores_gemma":[0.00012805626,0.000010165575,0.98775804,0.0000037148232,0.000064476066,1.2017779e-7,0.009876571,0.001044196,0.000049211096,0.00008370599,0.0009239509,0.000057781654],"about_ca_topic_score_codex":0.0009990328,"about_ca_topic_score_gemma":0.0049281223,"teacher_disagreement_score":0.019556116,"about_ca_system_score_codex":0.00006742098,"about_ca_system_score_gemma":0.000006235735,"threshold_uncertainty_score":0.37776867},"labels":[],"label_agreement":null},{"id":"W3004485295","doi":"10.33137/js.v3i0.33509","title":"Problems and Prospects with the Scientonomic Workflow","year":2019,"lang":"en","type":"article","venue":"Scientonomy Journal for the Science of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Workflow; Computer science; Workflow technology; Workflow engine; Epistemology; Data science; Philosophy; Database","score_opus":0.19995866818571595,"score_gpt":0.3932166210140194,"score_spread":0.19325795282830344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004485295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95480436,0.0003381126,0.00034477745,0.018700954,0.0013252025,0.001358603,0.0000030828282,0.000018804052,0.023106074],"genre_scores_gemma":[0.9968371,0.00046688865,0.0011294504,0.00015102372,0.00007870301,0.000022892329,1.4570456e-7,0.0000048125708,0.0013090108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726,0.000054492968,0.00022568373,0.00037455466,0.0014235713,0.0006617462],"domain_scores_gemma":[0.9977172,0.00028809477,0.0003223979,0.00052852725,0.0008905344,0.00025321665],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.018065764,0.00010372705,0.000121223886,0.0003671716,0.009526293,0.0014656163,0.003275656,0.000022493123,0.00013372515],"category_scores_gemma":[0.00031405318,0.000051730345,0.00004993071,0.0037463962,0.027480394,0.0018623407,0.00029244137,0.00019082046,0.000014876021],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017362821,0.00027014475,0.01961928,0.000071248185,0.000028379294,5.786927e-7,0.29414666,0.004992502,0.14550708,0.30353358,0.001078414,0.2305785],"study_design_scores_gemma":[0.003992343,0.0019024923,0.09030719,0.00087265635,0.00014728143,0.0002544859,0.3128604,0.041867007,0.0113992775,0.027997408,0.506694,0.0017054098],"about_ca_topic_score_codex":0.00009597622,"about_ca_topic_score_gemma":0.00020069981,"teacher_disagreement_score":0.50561565,"about_ca_system_score_codex":0.00027308657,"about_ca_system_score_gemma":0.001674693,"threshold_uncertainty_score":0.99957097},"labels":[],"label_agreement":null},{"id":"W3004771366","doi":"10.5840/envirophil20202793","title":"Not all Humans","year":2020,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanity; Environmental ethics; Anthropocene; Politics; Narrative; Collective responsibility; Collective action; Attribution; Epistemology; Object (grammar); Impulse (physics); Aesthetics; Sociology; Political science; Psychology; Law; Social psychology; Philosophy; Literature; Art","score_opus":0.5228023761808616,"score_gpt":0.40103186437892674,"score_spread":0.12177051180193482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004771366","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20981228,0.00019039723,0.000029615776,0.1787263,0.00014897899,0.00029864692,0.00009901172,0.00017731845,0.61051744],"genre_scores_gemma":[0.9854768,0.0010841187,0.00005964147,0.012643756,0.00046679113,0.000007400832,0.00006152534,0.000008793753,0.00019116457],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993244,0.000081629456,0.00008875602,0.0001280466,0.00026063542,0.000116547184],"domain_scores_gemma":[0.9996847,0.000018871853,0.000031298878,0.00013110248,0.0000019439221,0.00013211567],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010866674,0.00005961612,0.00005964212,0.000012176719,0.00025367475,0.000021931157,0.00020813721,0.000043465203,0.0069525647],"category_scores_gemma":[0.000015358613,0.00006642236,0.000046991707,0.000037953418,0.00018265886,0.000111352034,0.000072515235,0.00008796925,0.0017009509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016345456,0.0009556162,0.023886533,0.00005170559,0.000096630494,0.000019096135,0.5868786,0.000033891232,0.12237502,0.19369686,0.026763052,0.04507956],"study_design_scores_gemma":[0.00024901808,0.00006436644,0.006608618,0.0000044498925,0.000009145005,1.5930178e-7,0.0030228996,0.000021685233,0.0001196598,0.0039635804,0.98576444,0.00017196027],"about_ca_topic_score_codex":0.000040482926,"about_ca_topic_score_gemma":0.000023983635,"teacher_disagreement_score":0.9590014,"about_ca_system_score_codex":0.000094804345,"about_ca_system_score_gemma":0.000005207028,"threshold_uncertainty_score":0.99907637},"labels":[],"label_agreement":null},{"id":"W3006315821","doi":"10.26522/brocked.v29i1.646","title":"The Implementation of the Next Generation Science Standards and the Tumultuous Fight to Implement Climate Change Awareness in Science Curricula","year":2020,"lang":"en","type":"article","venue":"Brock Education Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Next Generation Science Standards; Opposition (politics); Curriculum; Political science; Perspective (graphical); Engineering ethics; Science education; Climate science; Sociology; Environmental ethics; Public relations; Law; Engineering; Computer science","score_opus":0.37959615029081756,"score_gpt":0.5132838708310751,"score_spread":0.13368772054025752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006315821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913811,0.0004065076,0.000059954047,0.08372635,0.0007780606,0.00078245165,0.0000152407965,0.0000070837104,0.00041332387],"genre_scores_gemma":[0.9936389,0.00401213,0.0000653919,0.0017920983,0.0004010775,0.00007427647,0.0000022931727,0.0000036267058,0.000010254903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99807405,0.00033234185,0.000321899,0.00014843374,0.0008648029,0.00025845258],"domain_scores_gemma":[0.9985464,0.000073138624,0.000247778,0.00019061631,0.0007751091,0.0001669476],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030577257,0.00006756937,0.00007830573,0.00008940855,0.0043083294,0.0006153964,0.0007242106,0.000016421318,0.00011451434],"category_scores_gemma":[0.0006608855,0.00003691578,0.00003109932,0.0013085478,0.00062477565,0.00059887226,0.00019416008,0.00012672918,0.000002215335],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006669956,0.000084864136,0.040768374,0.000019872112,0.000004859367,9.8691515e-8,0.47778174,0.00003485505,0.01755028,0.03488004,0.004703844,0.42410448],"study_design_scores_gemma":[0.0014290413,0.000099492194,0.33229718,0.00013905196,0.000031251504,0.000017432732,0.5470113,0.001295423,0.0017962548,0.0009041357,0.114713505,0.0002659244],"about_ca_topic_score_codex":0.00066864194,"about_ca_topic_score_gemma":0.0055138688,"teacher_disagreement_score":0.42383856,"about_ca_system_score_codex":0.0003672733,"about_ca_system_score_gemma":0.0019315928,"threshold_uncertainty_score":0.99698794},"labels":[],"label_agreement":null},{"id":"W3006776087","doi":"","title":"Visual Representations of Climate Change - A Case Study of Canada","year":2019,"lang":"en","type":"article","venue":"USC Research Bank (University of the Sunshine Coast)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Mental Health; Brock University","keywords":"Representativeness heuristic; Context (archaeology); Affect (linguistics); Climate change; Psychology; Feeling; Sample (material); Applied psychology; Social psychology; Geography; Ecology","score_opus":0.4476747389203009,"score_gpt":0.47435813796577597,"score_spread":0.026683399045475065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006776087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869363,0.00003463997,0.0000011091136,0.002404272,0.00006198452,0.0006988602,0.000058259928,0.0000068148256,0.009797805],"genre_scores_gemma":[0.9979914,0.00052270707,0.000016528818,0.0000096423,0.000016914857,0.0000014655251,0.000005458339,0.0000041775925,0.0014317315],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99771255,0.0010771275,0.00012580022,0.00013167721,0.0007348463,0.00021800303],"domain_scores_gemma":[0.9983711,0.00040406533,0.00014703693,0.0004993164,0.0005071393,0.000071341936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001534275,0.000052246432,0.00018534082,0.00013684836,0.00066444697,0.0000087173985,0.0006291133,0.000039996037,0.0018900636],"category_scores_gemma":[0.00016435144,0.00004894906,0.00008012977,0.0007457854,0.00030819137,0.00017352031,0.00061338744,0.00018169692,0.0000037735927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033095648,0.0016282519,0.28247416,0.00032286916,0.00036661257,0.00009804619,0.6929206,0.00008397246,0.0011461317,0.0041330624,0.005879933,0.010615364],"study_design_scores_gemma":[0.0007296484,0.00020905226,0.09496878,0.00003916137,0.00007174396,0.000004282423,0.9005361,0.00036074105,0.000017285034,0.00008519531,0.002897823,0.0000801708],"about_ca_topic_score_codex":0.9643426,"about_ca_topic_score_gemma":0.9935216,"teacher_disagreement_score":0.20761548,"about_ca_system_score_codex":0.00012348642,"about_ca_system_score_gemma":0.0002803351,"threshold_uncertainty_score":0.99902236},"labels":[],"label_agreement":null},{"id":"W3008539663","doi":"10.1093/poq/nfz053","title":"Anti-Intellectualism, Populism, and Motivated Resistance to Expert Consensus","year":2019,"lang":"en","type":"article","venue":"Public Opinion Quarterly","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":255,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Forces College; University of Toronto","funders":"","keywords":"Intellectualism; Ideology; Elite; Opposition (politics); Populism; Rhetoric; Politics; Salient; Political science; Social psychology; Mainstream; Sociology; Social science; Psychology; Law","score_opus":0.2848221792204148,"score_gpt":0.41754435645234256,"score_spread":0.13272217723192775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008539663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84505796,0.0005105253,0.00008819296,0.10067091,0.0011808133,0.00063454924,0.000023303428,0.00026475886,0.05156899],"genre_scores_gemma":[0.9943848,0.00073094864,0.0002538253,0.0014389887,0.00016659945,0.000023627637,0.00005017149,0.0000137458455,0.0029372943],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865776,0.00032489983,0.00021055415,0.00026043344,0.00024990243,0.00029642688],"domain_scores_gemma":[0.9989962,0.00019263402,0.0000679076,0.00035785887,0.00016467753,0.0002207136],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052350404,0.00010606369,0.00016449882,0.00014653381,0.00038099842,0.00025315353,0.00025564196,0.00009799584,0.0015258075],"category_scores_gemma":[0.00017072044,0.00010939437,0.000035520956,0.00039935944,0.00011650698,0.00018243022,0.000029435161,0.0000990835,0.00045933094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101182326,0.00022760002,0.010290238,0.000062862455,0.00003406088,0.0000011240501,0.64753735,3.5444657e-7,0.004510086,0.10570967,0.13241963,0.099105835],"study_design_scores_gemma":[0.00028387996,0.00008884764,0.009418585,0.00004182262,9.831293e-7,9.910815e-7,0.03614727,0.00002677365,0.0000101249625,0.00039248329,0.9534011,0.00018711977],"about_ca_topic_score_codex":0.00080446835,"about_ca_topic_score_gemma":0.0016419884,"teacher_disagreement_score":0.8209815,"about_ca_system_score_codex":0.00007630368,"about_ca_system_score_gemma":0.00005956301,"threshold_uncertainty_score":0.9993869},"labels":[],"label_agreement":null},{"id":"W3008689956","doi":"","title":"Six Canadas of Climate Change: Segmenting Canadian Views on Anthropogenic Climate Change","year":2016,"lang":"en","type":"dissertation","venue":"Digital Access to Scholarship at Harvard (DASH) (Harvard University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Contrarian; Greenhouse gas; Politics; Biology and political orientation; Voting; Political science; Political economy of climate change; Geography; Environmental resource management; Economics; Geology","score_opus":0.2847707757243811,"score_gpt":0.394870804738939,"score_spread":0.1101000290145579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008689956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55533814,0.0000797595,0.0000013157807,0.0013069843,0.0017210848,0.002542835,0.006307599,0.00024793114,0.43245432],"genre_scores_gemma":[0.95961213,0.023843216,0.000026024396,0.0013185114,0.0007814891,0.00008041203,0.0050301054,0.00017577023,0.009132357],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952142,0.00046903623,0.00066211744,0.0010076674,0.0010624576,0.0015845116],"domain_scores_gemma":[0.9959276,0.00021074907,0.00082115864,0.0010399875,0.0007172603,0.0012832595],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00087659585,0.0006947378,0.0008315969,0.0019228654,0.0025027809,0.0010909454,0.002667051,0.00074932096,0.005444671],"category_scores_gemma":[0.00032453213,0.0007716889,0.0004580204,0.0016206992,0.00024158091,0.004555142,0.00065389293,0.00062726194,0.0039810697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026306356,0.0008365563,0.317036,0.0020660178,0.00060231204,0.0004315458,0.06629115,0.000003902819,0.0009944161,0.026801825,0.0036660223,0.5786396],"study_design_scores_gemma":[0.0005924829,0.00011617739,0.08794751,0.0017784096,0.00014626772,0.0000016601103,0.005131295,0.000001820403,0.00019166303,0.000049207334,0.9029684,0.001075098],"about_ca_topic_score_codex":0.07267372,"about_ca_topic_score_gemma":0.8897088,"teacher_disagreement_score":0.89930236,"about_ca_system_score_codex":0.003070378,"about_ca_system_score_gemma":0.0005295649,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W3009422466","doi":"10.25071/1916-4467.40377","title":"From Landfill to Loom: Two Teacher-Researchers Chronicle Their Sustainability Narratives via The Secret Under My Skin","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sustainability; Curriculum; Narrative; The arts; Pedagogy; Dystopia; Sociology; Liberal arts education; Teacher education; Psychology; Public relations; Political science; Higher education; Art; Literature; Law","score_opus":0.2869057058444472,"score_gpt":0.45139106911624827,"score_spread":0.16448536327180108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009422466","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34880468,0.00068729516,0.00004979256,0.64837855,0.00037463446,0.0005655224,0.00007738088,0.00001104654,0.0010510697],"genre_scores_gemma":[0.9956492,0.00026270287,0.000039466056,0.0025573159,0.00082603167,0.000022184877,0.0000052543655,0.000008460267,0.0006293737],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980161,0.000896526,0.00026763996,0.000108176624,0.00040196045,0.00030959747],"domain_scores_gemma":[0.99755687,0.00046216833,0.00037833827,0.00015199045,0.0011847256,0.000265885],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023413547,0.00009477564,0.00019887947,0.00004634711,0.0016954888,0.00013308026,0.0005838336,0.00006758823,0.00011922639],"category_scores_gemma":[0.0037865944,0.00005621928,0.0001925652,0.0004045195,0.0001495044,0.00015857359,0.000083438434,0.00030461917,0.000008132284],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025830412,0.000052555155,0.053472932,0.000015851527,0.00044266015,4.5208955e-7,0.7593079,0.0002550548,0.000049857565,0.0011335552,0.18180314,0.003440169],"study_design_scores_gemma":[0.00044758388,0.000060281396,0.024213504,0.00002438293,0.00003792075,2.1398989e-7,0.59594923,0.00015256304,0.0000088822435,0.010618359,0.36837244,0.00011461401],"about_ca_topic_score_codex":0.073159225,"about_ca_topic_score_gemma":0.8031092,"teacher_disagreement_score":0.72995,"about_ca_system_score_codex":0.0050950865,"about_ca_system_score_gemma":0.00072685134,"threshold_uncertainty_score":0.99960417},"labels":[],"label_agreement":null},{"id":"W3009517816","doi":"10.1057/s41599-020-0407-6","title":"Gender and Arctic climate change science in Canada","year":2020,"lang":"en","type":"article","venue":"Palgrave Communications","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Saskatchewan","funders":"","keywords":"Excellence; Arctic; Climate change; Legitimacy; Gender diversity; Political science; Diversity (politics); The arctic; Peer review; Psychology; Sociology; Ecology; Law; Corporate governance","score_opus":0.621504485131775,"score_gpt":0.44298060460200345,"score_spread":0.17852388052977158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009517816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38378066,0.0063437945,0.00005907063,0.24162416,0.00034070484,0.0017920252,0.00011861155,0.00021725585,0.36572373],"genre_scores_gemma":[0.9648107,0.03197395,0.00049633946,0.0025986994,0.00003227598,0.000062990395,0.000017528626,0.0000056427284,0.0000018301456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989841,0.00022762106,0.00016131008,0.00014854402,0.00021841635,0.00026003303],"domain_scores_gemma":[0.9988202,0.00017675429,0.000057472364,0.0006411713,0.00010717706,0.00019726767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005167067,0.00006466617,0.00009095975,0.000066552864,0.00091602904,0.00006862232,0.0009686269,0.000025734009,0.00015686463],"category_scores_gemma":[0.00028228562,0.00007304614,0.000013650115,0.00072716136,0.0005790707,0.000101470956,0.0005042142,0.00017372624,0.000021293421],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000083562445,0.000033522163,0.47294837,0.00004827376,0.0000042050033,0.0000011776089,0.18951833,0.0000016940184,0.0003179693,0.28693473,0.000073979405,0.050109413],"study_design_scores_gemma":[0.00027299445,0.0000115377225,0.8886141,0.00004634305,0.000010934993,0.0000010147087,0.07094486,0.0035918346,0.0000046515866,0.0024344786,0.03381345,0.00025375347],"about_ca_topic_score_codex":0.8051683,"about_ca_topic_score_gemma":0.9822699,"teacher_disagreement_score":0.5810301,"about_ca_system_score_codex":0.0003736928,"about_ca_system_score_gemma":0.00048437336,"threshold_uncertainty_score":0.7045447},"labels":[],"label_agreement":null},{"id":"W3009537804","doi":"10.25071/1916-4467.40435","title":"Considering the Role of Documentary Media in Environmental Education","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Rhetorical question; Environmental education; Variety (cybernetics); Stewardship (theology); Environmental stewardship; Rhetoric; Psychology; Visual rhetoric; Sociology; Public relations; Pedagogy; Political science; Environmental resource management; Computer science; Art; Linguistics","score_opus":0.1543309963194653,"score_gpt":0.3733353893568294,"score_spread":0.2190043930373641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009537804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81068116,0.005214495,5.578192e-7,0.1783997,0.001150529,0.00047102486,0.000055492797,0.0000042735755,0.00402276],"genre_scores_gemma":[0.99650836,0.0022645553,0.000032486187,0.000906314,0.00021901616,0.0000070529477,0.0000026804807,0.0000029744328,0.00005657929],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9992138,0.00018436695,0.00023944135,0.00003732682,0.0002203236,0.000104752806],"domain_scores_gemma":[0.99908304,0.0002352702,0.00045090466,0.00005191093,0.0001114922,0.00006738686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076658593,0.00004086565,0.000109648965,0.000045662076,0.00039263995,0.000021207396,0.00020765702,0.00003510918,0.000040583083],"category_scores_gemma":[0.0012018458,0.000027888045,0.00008422714,0.00013823816,0.00007132555,0.00010868229,0.000025151337,0.00010964606,0.0000019563936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006193584,0.000051216834,0.7478956,0.0000114415425,0.00011053599,1.3529237e-7,0.22267316,0.000032526987,0.00018181371,0.0029514285,0.01906798,0.0070179477],"study_design_scores_gemma":[0.000344501,0.000025965113,0.08957314,0.00007052941,0.00007385101,7.817847e-7,0.47702545,0.000046014895,0.000054305532,0.004358092,0.42833728,0.00009009792],"about_ca_topic_score_codex":0.014753516,"about_ca_topic_score_gemma":0.6019316,"teacher_disagreement_score":0.65832245,"about_ca_system_score_codex":0.0012565984,"about_ca_system_score_gemma":0.0002998942,"threshold_uncertainty_score":0.99180734},"labels":[],"label_agreement":null},{"id":"W3009567588","doi":"10.1088/1748-9326/ab7464","title":"Surprisingly malleable public preferences for climate adaptation in forests","year":2020,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Genome Alberta; Genome British Columbia; Genome Canada","keywords":"Malleability; Adaptation (eye); Preference; Social psychology; Climate change; Psychology; Environmental resource management; Geography; Political science; Ecology; Computer science; Economics; Microeconomics; Computer security","score_opus":0.7144335575426015,"score_gpt":0.47807235163629563,"score_spread":0.23636120590630588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009567588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9291809,0.000114550094,0.0002710667,0.066912,0.00005571891,0.00065163267,0.000027420934,0.00003115737,0.0027555388],"genre_scores_gemma":[0.995736,0.0024874178,0.00036398246,0.00094786606,0.00013722837,0.00013105391,0.00010987003,0.000010671898,0.00007590634],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819803,0.00048619197,0.00014848539,0.0002096018,0.00049302535,0.0004646369],"domain_scores_gemma":[0.9993566,0.00032153164,0.000035044195,0.00012567807,0.000010131235,0.00015100496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014634724,0.000062485946,0.00007876897,0.000096498065,0.0004983597,0.00013035549,0.00032235438,0.000052204363,0.00063021976],"category_scores_gemma":[0.0002712305,0.00006705861,0.000035137065,0.00020434323,0.0003088845,0.00034616198,0.00011133946,0.00018706381,0.00017111069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050482206,0.00056120113,0.5579934,0.0001607092,0.000025886991,0.000009202185,0.23537575,0.00031578285,0.038432825,0.0032618437,0.0153105175,0.14804807],"study_design_scores_gemma":[0.00191032,0.00037596555,0.32437423,0.00006892298,0.0000062599142,4.4321115e-7,0.13979101,0.006731615,0.00026136363,0.0011999568,0.5247575,0.0005224172],"about_ca_topic_score_codex":0.00033296502,"about_ca_topic_score_gemma":0.0052063805,"teacher_disagreement_score":0.509447,"about_ca_system_score_codex":0.00028726118,"about_ca_system_score_gemma":0.000029278044,"threshold_uncertainty_score":0.6900464},"labels":[],"label_agreement":null},{"id":"W3011031991","doi":"10.14430/arctic69945","title":"“She is Transforming:” Inuit Artworks Reflect a Cultural Response to Arctic Sea Ice and Climate Change","year":2020,"lang":"en","type":"article","venue":"ARCTIC","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Salient; Arctic; Metaphor; Context (archaeology); Mainstream; Geography; Visual arts; Art; Archaeology; Political science; Oceanography; Geology","score_opus":0.44303393638628974,"score_gpt":0.45415957127031614,"score_spread":0.011125634884026403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011031991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85292494,0.00023681563,0.0000074935483,0.14392936,0.000085791115,0.00049710105,0.000026806114,0.000107048945,0.0021846155],"genre_scores_gemma":[0.9800779,0.004460813,0.00016703327,0.014851783,0.00023060657,0.00006214695,0.000010086167,0.000013189329,0.00012642743],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987149,0.00037014528,0.00016618139,0.00023145095,0.00018807137,0.00032919797],"domain_scores_gemma":[0.99917597,0.00020499574,0.00004447905,0.00018529186,0.0000909136,0.000298368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006527675,0.00011253466,0.00014481168,0.00005146191,0.0005280297,0.00012603107,0.00019431084,0.000084424326,0.0007824545],"category_scores_gemma":[0.0003337289,0.00010724657,0.000056219036,0.00045670735,0.000117266165,0.00029828586,0.00007380721,0.00018282654,0.00026073327],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005863735,0.000030828283,0.0061159637,0.00008492629,0.000011437716,0.0000038434564,0.9551541,7.86795e-7,0.0021561398,0.0005891583,0.00035203624,0.034914404],"study_design_scores_gemma":[0.002180974,0.0011848432,0.1539113,0.000866606,0.00020420214,0.000027276645,0.14063363,0.0011076365,0.00021678618,0.0014545752,0.69671124,0.0015009659],"about_ca_topic_score_codex":0.0025646212,"about_ca_topic_score_gemma":0.018521957,"teacher_disagreement_score":0.8145205,"about_ca_system_score_codex":0.00015251205,"about_ca_system_score_gemma":0.000032652748,"threshold_uncertainty_score":0.99938744},"labels":[],"label_agreement":null},{"id":"W3011877171","doi":"10.1177/0001699319890902","title":"Actors and justifications in media debates on Arctic climate change in Finland and Canada: A network approach","year":2020,"lang":"en","type":"article","venue":"Acta Sociologica","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Koneen Säätiö; Academy of Finland","keywords":"Centrality; Epistemic community; Sustainability; Sovereignty; Value (mathematics); Politics; Government (linguistics); Political science; Arctic; Sociology; Political economy; Environmental ethics; Law; Ecology","score_opus":0.5163577771741952,"score_gpt":0.39370664380043174,"score_spread":0.12265113337376343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011877171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708628,0.0003738615,4.7755736e-7,0.02647994,0.000037839436,0.0002273297,0.00001206376,0.00001725861,0.0019884245],"genre_scores_gemma":[0.9811518,0.016670654,0.00007343098,0.0018722594,0.0001241624,0.000060992435,0.00003949346,0.000003894817,0.0000033134231],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991275,0.00027588804,0.00012267125,0.00017392964,0.00007956007,0.00022044493],"domain_scores_gemma":[0.99923354,0.0005292262,0.000049240643,0.00008316259,0.00001438524,0.000090450056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035540602,0.000072367366,0.00013050732,0.000022941671,0.00024047036,0.00002428209,0.000120058714,0.00009573233,0.00006344428],"category_scores_gemma":[0.0003524919,0.000063188694,0.000009886512,0.00016426551,0.00017282968,0.00006099111,0.00005865371,0.000184243,0.000002336219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028604738,0.00004677299,0.85193527,0.000039503015,0.0000036228605,0.0000015840916,0.14094415,0.000007410935,0.00003228179,0.0030477033,0.00047344546,0.0034396583],"study_design_scores_gemma":[0.00014516791,0.000018753375,0.9815311,0.000019709603,0.0000037660238,1.7109305e-7,0.015050918,0.00028655218,1.6549541e-7,0.00022999985,0.0026237739,0.00008991943],"about_ca_topic_score_codex":0.13151498,"about_ca_topic_score_gemma":0.7483305,"teacher_disagreement_score":0.6168155,"about_ca_system_score_codex":0.000094901065,"about_ca_system_score_gemma":0.000039803665,"threshold_uncertainty_score":0.87426835},"labels":[],"label_agreement":null},{"id":"W3012461273","doi":"10.1016/j.jpubeco.2020.104161","title":"Temperature and temperament: Evidence from Twitter","year":2020,"lang":"en","type":"article","venue":"Journal of Public Economics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":165,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Nonmarket forces; Construct (python library); Sentiment analysis; Economics; Econometrics; Value (mathematics); Suite; Willingness to pay; Social media; Goods and services; Geography; Statistics; Computer science; Microeconomics; Economy; Artificial intelligence; Mathematics","score_opus":0.6421782445681378,"score_gpt":0.4253992196649341,"score_spread":0.21677902490320367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012461273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8567856,0.00066955766,0.00001460634,0.14122237,0.00014207888,0.00003413713,0.000004024762,0.0000062477216,0.0011213879],"genre_scores_gemma":[0.96986973,0.024851581,0.00045530417,0.0040224283,0.00073971547,6.2340956e-7,0.0000023139212,0.0000044190438,0.000053911634],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.999438,0.00012839696,0.0002188527,0.000067008375,0.00006121673,0.00008651839],"domain_scores_gemma":[0.9992928,0.00014689284,0.00019300851,0.00007803407,0.00009522192,0.00019407913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005651663,0.000045436165,0.00011402973,0.000034288954,0.00013951672,0.0003036055,0.00023289435,0.00006336206,0.0007809864],"category_scores_gemma":[0.00033302975,0.000042078223,0.00004195328,0.000056537367,0.00007478164,0.00067760615,0.000045054363,0.0001667259,0.000018095221],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013838754,0.00015956651,0.29738626,0.00004528671,0.0002120243,0.000009207184,0.49614072,0.000033318327,0.013607297,0.009789547,0.050537203,0.13194118],"study_design_scores_gemma":[0.00076721585,0.00015437606,0.0433834,0.00010988749,0.000034095876,0.000008315251,0.054653067,0.000388214,0.0000971244,0.0020415508,0.89808816,0.0002745996],"about_ca_topic_score_codex":0.00009906738,"about_ca_topic_score_gemma":0.0003265494,"teacher_disagreement_score":0.8475509,"about_ca_system_score_codex":0.00007591146,"about_ca_system_score_gemma":0.00010364289,"threshold_uncertainty_score":0.8551253},"labels":[],"label_agreement":null},{"id":"W3016936311","doi":"10.5539/ies.v13n5p80","title":"Does Teacher Education Program Affect on Development of Teacher Candidates’ Bioethical Values, Scientific Literacy Levels and Empathy Skills?","year":2020,"lang":"en","type":"article","venue":"International Education Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bioethics; Empathy; Scientific literacy; Psychological intervention; Psychology; Literacy; Medical education; Science education; Mathematics education; Medicine; Pedagogy; Social psychology; Biology; Genetics","score_opus":0.33916183214860823,"score_gpt":0.5392710239872189,"score_spread":0.2001091918386107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016936311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96140677,0.00073951954,0.00002156226,0.026958033,0.0027074649,0.00055995403,0.000014931423,0.00008421603,0.007507536],"genre_scores_gemma":[0.98846555,0.00047522507,0.0032557033,0.00068497634,0.0004631472,0.00029872844,0.00012346702,0.000010508003,0.0062227026],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985709,0.00021873301,0.00032393934,0.00030182247,0.00044927868,0.00013528891],"domain_scores_gemma":[0.99823385,0.00015274661,0.0001903728,0.00015356275,0.00115757,0.00011187038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006760968,0.00012577829,0.00015314184,0.00016209274,0.0005451665,0.00020654574,0.00026586078,0.000072824965,0.0004201016],"category_scores_gemma":[0.0013231967,0.00009378179,0.000043404212,0.00026059654,0.00045932256,0.00027076708,0.00010637631,0.00015924673,0.000054652395],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027487742,0.0013910057,0.025174275,0.000053209016,0.00006867086,6.149659e-8,0.3714042,5.2654906e-7,0.00027326445,0.0028533535,0.0067866417,0.5919673],"study_design_scores_gemma":[0.00024538647,0.000068421425,0.11845196,0.00029190583,0.000027531043,5.254941e-7,0.09731246,0.000050585157,0.0004370595,0.0013427744,0.7815098,0.00026159105],"about_ca_topic_score_codex":0.000117500465,"about_ca_topic_score_gemma":0.00037425608,"teacher_disagreement_score":0.7747232,"about_ca_system_score_codex":0.00024759097,"about_ca_system_score_gemma":0.00071322586,"threshold_uncertainty_score":0.4599818},"labels":[],"label_agreement":null},{"id":"W3017048519","doi":"","title":"How Food Shaming Meat Eaters Hinders Rather than Helps the Fight Against Climate Change","year":2020,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Casual; Climate change; Citation; Style (visual arts); Psychology; Social psychology; Environmental ethics; Sociology; Political science; History; Ecology; Law","score_opus":0.604557533921676,"score_gpt":0.39154590186544325,"score_spread":0.21301163205623275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017048519","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10198403,0.000432254,0.00013364019,0.67684066,0.00036635363,0.0010734737,0.000036411177,0.00042579518,0.21870735],"genre_scores_gemma":[0.9669563,0.0054647685,0.000055937537,0.026147947,0.0004498628,0.00007701328,0.000031394244,0.00001725145,0.0007995263],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884987,0.0002684724,0.00011040455,0.00018760381,0.00026695352,0.00031669717],"domain_scores_gemma":[0.9994104,0.000083269835,0.000066361594,0.00025867292,0.000047468162,0.00013386083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032504753,0.0001153458,0.0001115011,0.000028974435,0.000871042,0.00031659007,0.00047848883,0.00008211594,0.0007444367],"category_scores_gemma":[0.000065657645,0.000079804086,0.000090270805,0.0002539107,0.00014130006,0.00032868594,0.00013073362,0.0001353975,0.0001419109],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054922406,0.000081437596,0.011443356,0.000063796375,0.000064245156,0.000002941558,0.8287806,0.0000028814684,0.0022614244,0.035380714,0.016766058,0.10509763],"study_design_scores_gemma":[0.00038507825,0.00007552976,0.0026884018,0.000038777027,0.000020085537,3.391308e-7,0.21594343,0.0006178635,0.00018650955,0.00014271088,0.779586,0.0003152696],"about_ca_topic_score_codex":0.00016954099,"about_ca_topic_score_gemma":0.007976938,"teacher_disagreement_score":0.8649723,"about_ca_system_score_codex":0.000049916038,"about_ca_system_score_gemma":0.000014044686,"threshold_uncertainty_score":0.815106},"labels":[],"label_agreement":null},{"id":"W3017169382","doi":"10.11647/obp.0186.11","title":"11. Science, Storytelling, and Students","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of British Columbia; Università degli Studi di Scienze Gastronomiche; U.S. Fish and Wildlife Service; Tides Canada; National Geographic Society; Yale University","keywords":"Storytelling; Action (physics); Psychology; Sociology; Pedagogy; Narrative; Art; Literature","score_opus":0.40835511904655925,"score_gpt":0.4540055977985646,"score_spread":0.04565047875200534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017169382","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007479717,0.00054325804,0.0000018486347,0.0064875144,0.00041538858,0.00069590786,0.000013341115,0.00006468067,0.9917033],"genre_scores_gemma":[0.0011940886,0.0060974383,0.0001263556,0.003525376,0.00027258272,0.00002071641,0.00007040063,0.000039224546,0.98865384],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804693,0.000057886016,0.00022689081,0.00049068296,0.0009219112,0.0002557045],"domain_scores_gemma":[0.9986611,0.000056346562,0.00020259357,0.00046868788,0.00021936643,0.00039187583],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015187564,0.00018685263,0.00025975093,0.00017793545,0.0012155065,0.006307794,0.0030492905,0.00021782657,0.010564981],"category_scores_gemma":[0.00012694702,0.00020188345,0.000053728792,0.00011109683,0.0014067667,0.0031286092,0.0013750587,0.00032462543,0.00032634576],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020842408,0.00003908638,0.0008159987,0.0000272193,0.000038710194,0.0000061389314,0.032413624,2.502404e-7,0.000012339254,0.4852001,0.44988224,0.031543445],"study_design_scores_gemma":[0.00016782936,0.000019146064,0.00014359078,0.00006276631,0.000019399706,3.6072433e-7,0.0026968801,0.0000023620032,3.1557335e-7,0.0021558155,0.9944938,0.00023774942],"about_ca_topic_score_codex":0.0011396835,"about_ca_topic_score_gemma":0.0040511503,"teacher_disagreement_score":0.5446116,"about_ca_system_score_codex":0.00033205183,"about_ca_system_score_gemma":0.00058680255,"threshold_uncertainty_score":0.99472374},"labels":[],"label_agreement":null},{"id":"W3018125393","doi":"10.2307/j.ctv10qqxz6.17","title":"L’opinion publique et les changements climatiques au Canada:","year":2019,"lang":"fr","type":"book-chapter","venue":"Presses de l'Université du Québec eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Geography","score_opus":0.14099904068705724,"score_gpt":0.3046636551091678,"score_spread":0.16366461442211058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3018125393","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013909509,0.0017705894,0.00017587541,0.020078765,0.00082974846,0.0006915729,0.00033846853,0.00013422394,0.96207124],"genre_scores_gemma":[0.5673239,0.06689709,0.0003063615,0.004856314,0.0013743204,0.00004092119,0.0010787367,0.0001883163,0.35793403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767417,0.0004833016,0.000355089,0.00045141223,0.0005005327,0.00053550635],"domain_scores_gemma":[0.9977252,0.000528926,0.0004995593,0.0006309461,0.0003413804,0.00027399434],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053600577,0.00044695672,0.00043855034,0.00016414652,0.0009084941,0.00011540488,0.0010491343,0.00055933517,0.020609248],"category_scores_gemma":[0.000078267636,0.0005270755,0.00019521215,0.00003930813,0.0005194879,0.00028615154,0.00065795524,0.0006248605,0.00040242774],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019133672,0.00013591576,0.046028726,0.0012248596,0.0005269952,0.00003685949,0.1468946,0.000036021425,0.0001783522,0.5464103,0.046866283,0.21146974],"study_design_scores_gemma":[0.0003214834,0.00006374942,0.007608456,0.0005438968,0.00010443213,0.000005459466,0.0042538447,0.00008955616,0.000016960308,0.00023328446,0.98624694,0.00051194185],"about_ca_topic_score_codex":0.9879491,"about_ca_topic_score_gemma":0.9991809,"teacher_disagreement_score":0.93938065,"about_ca_system_score_codex":0.0034838426,"about_ca_system_score_gemma":0.0059634983,"threshold_uncertainty_score":0.99971807},"labels":[],"label_agreement":null},{"id":"W3019214431","doi":"10.1016/s2542-5196(20)30081-4","title":"Mental health and climate change: tackling invisible injustice","year":2020,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Injustice; Climate change; Environmental ethics; Political science; Environmental resource management; Sociology; Psychology; Social psychology; Economics; Philosophy; Ecology; Biology","score_opus":0.56005921846781,"score_gpt":0.47093850320525155,"score_spread":0.08912071526255849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3019214431","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043950748,0.008534284,0.000008109724,0.94110054,0.00021690119,0.00067220326,0.0002615443,0.00017379891,0.0050818594],"genre_scores_gemma":[0.39544567,0.38517156,0.00046562293,0.21631996,0.0018196357,0.000014347083,0.0007317968,0.0000121511375,0.00001925959],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852467,0.0005454944,0.00018521155,0.00014892984,0.00017889672,0.00041680798],"domain_scores_gemma":[0.9992451,0.00010416406,0.00012927943,0.00018119234,0.000011429134,0.00032882296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011759073,0.00008105181,0.00021712307,0.000020523083,0.0012426032,0.00005200146,0.00024816327,0.000033218676,0.00017288764],"category_scores_gemma":[0.000039648025,0.00006578866,0.000014748802,0.0001585683,0.00010699272,0.00012633506,0.00008372595,0.00021416719,0.00008311704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024247561,0.000043058113,0.033829853,0.0007153254,0.000014718476,0.0000012207084,0.7221746,0.0000075559437,0.000011752744,0.009816832,0.07433581,0.15880682],"study_design_scores_gemma":[0.0006010392,0.00027837895,0.022289367,0.00015283393,0.000005774237,0.0000046813457,0.04862144,0.0020474077,2.972003e-7,0.00017624484,0.92564034,0.00018221562],"about_ca_topic_score_codex":0.005948629,"about_ca_topic_score_gemma":0.009152667,"teacher_disagreement_score":0.85130453,"about_ca_system_score_codex":0.000059633596,"about_ca_system_score_gemma":0.000098584715,"threshold_uncertainty_score":0.95572245},"labels":[],"label_agreement":null},{"id":"W3021813439","doi":"10.5539/eer.v10n1p22","title":"Impact of Knowledge, Tendency and Perceived Threats of Climate Change on Adaptation Strategies: The Case of Tehran Architects","year":2020,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Human settlement; Climate change; Structural equation modeling; Sample (material); Population; Architecture; Perception; Climate change adaptation; Environmental resource management; Psychology; Geography; Computer science; Sociology; Demography; Environmental science; Ecology","score_opus":0.5315094853061028,"score_gpt":0.48613949058966327,"score_spread":0.04536999471643949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021813439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97991943,0.000738676,0.000015480324,0.0012830988,0.0000050332073,0.0001258577,0.000016270324,0.0000037039713,0.017892458],"genre_scores_gemma":[0.9155732,0.0843109,0.000018273426,0.000011574722,0.000025291303,0.000014410138,0.0000067263604,0.000003761985,0.00003590243],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989177,0.0005603257,0.00011735525,0.00010802239,0.00016874455,0.00012787305],"domain_scores_gemma":[0.9994261,0.0002975132,0.00005139937,0.0001342747,0.000024210656,0.000066455745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006851124,0.00005235903,0.00009676333,0.000055979974,0.00021050677,0.000012326405,0.000095312505,0.0000417905,0.00019704817],"category_scores_gemma":[0.000036195503,0.000036267662,0.000030806936,0.00011150042,0.0005434863,0.00007516532,0.00008585536,0.00009134072,0.0000012490733],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026309976,0.000333052,0.004197189,0.00013045411,0.00003444081,0.000006190814,0.4959256,0.0002858407,0.008117299,0.052316412,0.000017342241,0.4383731],"study_design_scores_gemma":[0.0012633626,0.0033686054,0.6459846,0.00026097038,0.000035851674,0.00001085318,0.33140787,0.0069946474,0.00029775032,0.008594279,0.0015035857,0.00027764402],"about_ca_topic_score_codex":0.0039306427,"about_ca_topic_score_gemma":0.0033281965,"teacher_disagreement_score":0.6417874,"about_ca_system_score_codex":0.000023322187,"about_ca_system_score_gemma":0.000027417535,"threshold_uncertainty_score":0.5941982},"labels":[],"label_agreement":null},{"id":"W3023847138","doi":"10.1177/1749975520922170","title":"Book Review: Manufacturing Happy Citizens: How the Science and Industry of Happiness Control Our Lives","year":2020,"lang":"en","type":"article","venue":"Cultural Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Happiness; Control (management); Sociology; Aesthetics; Media studies; Political science; Environmental ethics; Art; Management; Economics; Law; Philosophy","score_opus":0.36601748737430223,"score_gpt":0.4274732962660727,"score_spread":0.06145580889177049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023847138","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22056387,0.07413539,0.000007771037,0.7002293,0.00015144063,0.00050068664,0.000013708252,0.00005588101,0.0043419707],"genre_scores_gemma":[0.91383874,0.0544975,0.000010167912,0.03111219,0.00017999456,0.000016374202,0.0000036507454,0.0000024300914,0.00033896862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991831,0.00026683215,0.00010844735,0.00013326578,0.00014656229,0.00016180195],"domain_scores_gemma":[0.9994378,0.00009535811,0.00011091787,0.00010500262,0.00017529241,0.00007563118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053049385,0.000064982494,0.00015905446,0.000010494544,0.00062608987,0.000033254735,0.00035672518,0.000092482725,0.00019851522],"category_scores_gemma":[0.0008195366,0.000040557105,0.000034521516,0.000091362366,0.0016976802,0.000170463,0.00008533385,0.00025260562,0.000008763756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035608893,0.00003464509,0.0014714922,0.00046298758,0.00006368551,0.0000019920294,0.3892218,0.0000030794429,0.02371486,0.0058154967,0.5586927,0.020481648],"study_design_scores_gemma":[0.00038682352,0.000062424726,0.017142998,0.00022479035,0.0000519141,0.0000039616775,0.15795644,0.000058368696,0.00032609413,0.00021363713,0.8233559,0.00021661617],"about_ca_topic_score_codex":0.000058338595,"about_ca_topic_score_gemma":0.000015504962,"teacher_disagreement_score":0.69327486,"about_ca_system_score_codex":0.00003549786,"about_ca_system_score_gemma":0.000048607624,"threshold_uncertainty_score":0.62551737},"labels":[],"label_agreement":null},{"id":"W3024016229","doi":"10.3138/jrpc.2017-0072","title":"The Sublime Cosmic Abyss and the Bruno Exemplum in<i>Cosmos: A Spacetime Odyssey</i>","year":2020,"lang":"en","type":"article","venue":"Journal of Religion and Popular Culture","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Sublime; Flourishing; Scientism; Consilience; Aesthetics; Philosophy; Identity (music); Cosmos (plant); Order (exchange); Epistemology; Art history; Art; Psychology; Social psychology","score_opus":0.11352893486351193,"score_gpt":0.36185312180920476,"score_spread":0.24832418694569283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024016229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5605421,0.055719398,0.000028758475,0.3771469,0.00033770344,0.00043178047,0.000004731397,0.000025421834,0.005763221],"genre_scores_gemma":[0.5221684,0.4718076,0.000057965604,0.00469867,0.00028310195,0.000002200312,0.0000025914226,0.000006064786,0.0009733934],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894804,0.00039601178,0.00023875132,0.0000714867,0.00022170779,0.00012397722],"domain_scores_gemma":[0.99941856,0.00006699986,0.00020614365,0.00009562897,0.00009948843,0.00011318764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010072757,0.00007371193,0.00015493049,0.000021797034,0.00052885414,0.00024242286,0.00022944996,0.00008439784,0.000009699532],"category_scores_gemma":[0.0002468907,0.00003749146,0.00007278655,0.0001943581,0.00025229636,0.0001518138,0.000047689773,0.0003423453,0.000005094192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012271653,0.00007195886,0.01154042,0.000049437105,0.00007207664,0.000023033239,0.41574126,0.000007043081,0.0013599778,0.12703241,0.42583475,0.017040463],"study_design_scores_gemma":[0.0009504617,0.000047435304,0.0005426038,0.00004263297,0.000018581877,0.00002422799,0.010208723,0.00004085954,0.0000023930108,0.002199834,0.98586273,0.00005949419],"about_ca_topic_score_codex":0.00031455714,"about_ca_topic_score_gemma":0.0015502003,"teacher_disagreement_score":0.560028,"about_ca_system_score_codex":0.00002324343,"about_ca_system_score_gemma":0.000029161805,"threshold_uncertainty_score":0.40675718},"labels":[],"label_agreement":null},{"id":"W3025584232","doi":"10.33137/jaste.v5i1.34271","title":"Every Bite Counts!","year":2020,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Purchasing; Consumption (sociology); Agricultural economics; Food consumption; Geography; Business; Agricultural science; Advertising; Socioeconomics; Marketing; Economics; Environmental science; Sociology; Social science","score_opus":0.3646892843848871,"score_gpt":0.4998797552916335,"score_spread":0.13519047090674635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025584232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.502936,0.0005848841,0.0013297128,0.3893203,0.0023250936,0.0004104248,0.0000046400555,0.00017007545,0.10291883],"genre_scores_gemma":[0.99685425,0.0011774567,0.000340554,0.0007618515,0.00020391271,0.000008575812,0.000001060014,0.000002167421,0.0006501766],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966097,0.000009999328,0.00005379633,0.00006977514,0.000116689116,0.00008875777],"domain_scores_gemma":[0.99957085,0.000020071218,0.000051795978,0.00005244842,0.00024240497,0.00006240663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004077475,0.000024636463,0.000034813336,0.00012767484,0.0008611829,0.00008656316,0.00016661479,0.000038929025,0.00008150208],"category_scores_gemma":[0.00045953772,0.000022965369,0.000009023433,0.0004787446,0.00041162758,0.00026251658,0.000017185223,0.00008921465,0.000022914275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008504565,0.000063654574,0.0032164536,0.000008913,0.00000316714,1.052324e-7,0.0077228146,9.330285e-8,0.009002097,0.09391613,0.034159616,0.85189843],"study_design_scores_gemma":[0.000047397643,0.000036745638,0.0009239941,0.0000078336725,0.0000040635023,0.000006160544,0.009452041,0.00007507219,0.00013051587,0.007217089,0.9820527,0.000046429686],"about_ca_topic_score_codex":0.0000075626804,"about_ca_topic_score_gemma":0.000008433822,"teacher_disagreement_score":0.947893,"about_ca_system_score_codex":0.00007850197,"about_ca_system_score_gemma":0.0005322504,"threshold_uncertainty_score":0.66236097},"labels":[],"label_agreement":null},{"id":"W3029609596","doi":"10.1515/jcde-2020-0004","title":"“Writing Plays That Are Climate Change”","year":2020,"lang":"en","type":"article","venue":"Journal of Contemporary Drama in English","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Publishing; Media studies; History; Political science; Visual arts; Sociology; Art; Law","score_opus":0.49173224014362954,"score_gpt":0.4071606622528968,"score_spread":0.08457157789073272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029609596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75849056,0.0041209636,0.000027825134,0.050966296,0.0012029563,0.00042299114,0.000031091626,0.00012063198,0.1846167],"genre_scores_gemma":[0.9908724,0.0047588665,0.000092011636,0.0023648648,0.0018728855,0.000005368045,0.000005296797,0.00001266064,0.000015691261],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984733,0.00038221458,0.00047051866,0.000100588084,0.00036474658,0.00020864072],"domain_scores_gemma":[0.9986127,0.00020764573,0.00057984644,0.000116599374,0.00028789238,0.0001953256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013753882,0.000094240015,0.0002700842,0.00011713645,0.00018093266,0.0001396652,0.00040959383,0.00011028959,0.00022788289],"category_scores_gemma":[0.0007048421,0.00009462264,0.00011156292,0.00028940247,0.00008969508,0.0010329478,0.00007038184,0.00041218917,0.0000127517515],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002320375,0.00016451401,0.48123616,0.00010081584,0.000020758496,0.00015017294,0.4901135,0.000009719031,0.000118504155,0.003818696,0.00913917,0.014895954],"study_design_scores_gemma":[0.0018491357,0.00017169202,0.059788276,0.00076105533,0.000013748449,0.000005174753,0.37231684,0.00016294606,0.000038045204,0.00027830346,0.5642851,0.000329678],"about_ca_topic_score_codex":0.00008710574,"about_ca_topic_score_gemma":0.00028727218,"teacher_disagreement_score":0.5551459,"about_ca_system_score_codex":0.000077510216,"about_ca_system_score_gemma":0.00007790805,"threshold_uncertainty_score":0.38585994},"labels":[],"label_agreement":null},{"id":"W3030342815","doi":"10.29173/pathfinder8","title":"Words That Start With E: Why Librarians Should Fight Climate Change and Climate Change Denial","year":2020,"lang":"en","type":"article","venue":"Pathfinder A Canadian Journal for Information Science Students and Early Career Professionals","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Harm; Denial; Climate change; Sustainability; Public relations; Freedom of information; Political science; Collective action; Equity (law); Disinformation; Environmental ethics; Sociology; Social media; Law; Psychology; Ecology","score_opus":0.4973390726806587,"score_gpt":0.42939156672357875,"score_spread":0.06794750595707993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030342815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91819465,0.0005960744,0.00023136022,0.07131616,0.0012078524,0.002636165,0.0007040642,0.00007289861,0.0050407792],"genre_scores_gemma":[0.98125976,0.0021142894,0.00019236392,0.015844598,0.00037170717,0.00015021813,0.000029533645,0.000011724628,0.000025813546],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99756825,0.000108213695,0.00032512224,0.00020108401,0.0010587566,0.0007385812],"domain_scores_gemma":[0.9978342,0.000062769104,0.00024899864,0.00013446271,0.00041740492,0.0013021295],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019066209,0.00017142513,0.00019744814,0.0003613406,0.004412442,0.002052164,0.0005964693,0.00011567468,0.00019758988],"category_scores_gemma":[0.00011874874,0.00013475491,0.000044996472,0.0005479337,0.00045859368,0.0071302247,0.00015320852,0.00028531544,0.000012950905],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008452914,0.000015501262,0.43323386,0.0000670367,0.000012943122,0.0000039135884,0.5341737,5.901386e-7,0.0000053259105,0.0036530958,0.0013304277,0.027419074],"study_design_scores_gemma":[0.0015537342,0.00031254583,0.66041535,0.0004560434,0.000042359938,0.000019527573,0.14462136,0.00015937058,0.0000056198023,0.00017940998,0.19170323,0.00053147215],"about_ca_topic_score_codex":0.003035173,"about_ca_topic_score_gemma":0.022093944,"teacher_disagreement_score":0.38955235,"about_ca_system_score_codex":0.00011451483,"about_ca_system_score_gemma":0.0005284768,"threshold_uncertainty_score":0.9989838},"labels":[],"label_agreement":null},{"id":"W3032848037","doi":"10.1093/cdn/nzaa064_022","title":"Comparison of Evidence Review Methodologies Used to inform Nutrition Recommendations","year":2020,"lang":"en","type":"article","venue":"Current Developments in Nutrition","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Canada","funders":"","keywords":"Rigour; Scientific evidence; Credibility; Systematic review; Scientific literature; Evidence-based medicine; Grading (engineering); Transparency (behavior); Evidence-based practice; Empirical evidence; Engineering ethics; Psychology; Medicine; MEDLINE; Management science; Alternative medicine; Political science; Engineering; Pathology; Biology","score_opus":0.9515382203819833,"score_gpt":0.6641585124167833,"score_spread":0.28737970796520007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032848037","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09881262,0.1352946,0.018530855,0.71236354,0.004404065,0.018074244,0.00023990576,0.0008792816,0.011400871],"genre_scores_gemma":[0.29262766,0.6650624,0.03918673,0.0014502857,0.00014059151,0.0008990589,0.0005994071,0.00001277064,0.000021080778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983136,0.00046321904,0.00057725946,0.00016917086,0.00031177036,0.00016494773],"domain_scores_gemma":[0.998996,0.00036623396,0.00018958208,0.00013405734,0.00021366435,0.000100458376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010560224,0.000091875925,0.00026921154,0.00014643207,0.00020185515,0.000026819864,0.00030689474,0.000058696947,0.0003335425],"category_scores_gemma":[0.0018507679,0.000094007315,0.00004398754,0.0011379528,0.000058415782,0.00038997448,0.00009159363,0.00015246237,0.000072737865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007173724,0.00075633934,0.019488903,0.0054715364,0.00000921749,1.8382723e-7,0.07529442,0.000002361993,0.00076943584,0.0016507673,0.05445307,0.842032],"study_design_scores_gemma":[0.0004454922,0.000053538726,0.0070442166,0.01462158,0.000011096341,1.2552192e-7,0.008117782,0.000019045774,0.00042488723,0.00042969405,0.96863264,0.00019988879],"about_ca_topic_score_codex":0.000026524958,"about_ca_topic_score_gemma":0.00029193077,"teacher_disagreement_score":0.91417956,"about_ca_system_score_codex":0.0002246589,"about_ca_system_score_gemma":0.000075828575,"threshold_uncertainty_score":0.38335073},"labels":[],"label_agreement":null},{"id":"W3033603373","doi":"","title":"Engaging the public in climate research through multi-media science communication: An example from the Canadian Arctic","year":2018,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Science communication; The arctic; Media studies; Geography; Political science; Sociology; Oceanography; Science education; Geology","score_opus":0.8651855237437075,"score_gpt":0.5550161823686852,"score_spread":0.3101693413750223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033603373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8639043,0.0004684722,0.000008425529,0.09112,0.00033582008,0.0004926716,0.000015223317,0.00005525606,0.043599844],"genre_scores_gemma":[0.9952432,0.0024207868,0.0004119398,0.0015482188,0.00024606456,0.000044858443,0.00004074693,0.0000073657916,0.000036827707],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965001,0.002011904,0.00016409796,0.00021971455,0.00051748037,0.00058671023],"domain_scores_gemma":[0.9964168,0.001486157,0.000049392787,0.0013539522,0.00053581,0.00015786951],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01114055,0.000063333566,0.00006999689,0.0001034492,0.009446478,0.00071452867,0.0024557614,0.00006187685,0.00087298447],"category_scores_gemma":[0.0012438348,0.000043940883,0.000018464907,0.0014327938,0.004625217,0.00070618716,0.0003211326,0.00051232387,0.00025656517],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005326894,0.00005271543,0.023317251,0.0000013027562,0.0000024166552,4.7643482e-7,0.88165003,9.2741163e-7,0.00011708902,0.07967416,0.00035786376,0.014820442],"study_design_scores_gemma":[0.0003167759,0.000021754217,0.24543944,0.000057785775,0.0000038136984,7.596732e-7,0.38636222,0.0019309623,0.0000148611225,0.006962213,0.35872522,0.00016419159],"about_ca_topic_score_codex":0.9673571,"about_ca_topic_score_gemma":0.9992333,"teacher_disagreement_score":0.4952878,"about_ca_system_score_codex":0.00060610153,"about_ca_system_score_gemma":0.00074128184,"threshold_uncertainty_score":0.99808365},"labels":[],"label_agreement":null},{"id":"W3033919144","doi":"10.17645/pag.v8i2.2595","title":"Media Coverage and Perceived Policy Influence of Environmental Actors: Good Strategy or Pyrrhic Victory?","year":2020,"lang":"en","type":"article","venue":"Politics and Governance","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; University of Bern; University of Minnesota; National Science Foundation","keywords":"Newspaper; Globe; Political science; Media coverage; Victory; Public relations; Environmental policy; Environmentalism; Sociology; Politics; Geography; Media studies; Psychology; Environmental planning","score_opus":0.15294418859567976,"score_gpt":0.36209650612413646,"score_spread":0.2091523175284567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033919144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99197376,0.0002559239,0.0000016904611,0.0031154817,0.000014194275,0.000073484145,0.0003248061,0.000011638968,0.004229043],"genre_scores_gemma":[0.9691899,0.029664138,0.000016230191,0.00081330346,0.00012403165,0.000002153524,0.0000072221865,0.0000056251783,0.00017743351],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99938065,0.000057416775,0.0001254783,0.00011517137,0.0001662007,0.00015509626],"domain_scores_gemma":[0.9995152,0.00012508433,0.00008987046,0.0000939546,0.000013352206,0.00016257894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006656666,0.00007126034,0.00011201099,0.000010451645,0.00014617665,0.000033056836,0.00011717443,0.000054631586,0.00021619146],"category_scores_gemma":[0.00018762593,0.000066260516,0.000017165185,0.00006447001,0.0003104037,0.00014147439,0.00006274538,0.00007531572,0.0000059598215],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009595456,0.0002715853,0.13656147,0.00026333673,0.000043803273,0.000007297869,0.36714238,0.000027087104,0.031235136,0.44126323,0.0002552814,0.02283342],"study_design_scores_gemma":[0.00030868207,0.00005587862,0.9582644,0.000025195655,0.0000072979715,7.6752747e-7,0.0037341467,0.000048045178,0.000036950834,0.00061029085,0.036800575,0.00010777025],"about_ca_topic_score_codex":0.0027391429,"about_ca_topic_score_gemma":0.0012832752,"teacher_disagreement_score":0.82170296,"about_ca_system_score_codex":0.00005671239,"about_ca_system_score_gemma":0.00007437136,"threshold_uncertainty_score":0.4140783},"labels":[],"label_agreement":null},{"id":"W3035924548","doi":"10.1080/00461520.2020.1780130","title":"Individual truth judgments or purposeful, collective sensemaking? Rethinking science education’s response to the post-truth era","year":2020,"lang":"en","type":"article","venue":"Educational Psychologist","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Context (archaeology); Sensemaking; Epistemology; Post truth; Psychology; Sociology; Philosophy of science; Science education; Social psychology; Political science; Public relations; Pedagogy; Law; Politics; Philosophy","score_opus":0.46981411958342195,"score_gpt":0.5076078773650864,"score_spread":0.03779375778166444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035924548","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.387702,0.0000910033,0.000033599186,0.53924215,0.002991746,0.0008250069,0.000082751794,0.000091972484,0.06893978],"genre_scores_gemma":[0.9624496,0.00007132798,0.0016157737,0.031058503,0.001115132,0.00016340119,0.00007014954,0.0000149649095,0.0034411645],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99721813,0.0007713604,0.00029381984,0.00051289744,0.00084164983,0.00036214752],"domain_scores_gemma":[0.99691904,0.0014093712,0.00018511491,0.0004864409,0.00067192956,0.00032807956],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002754382,0.00015051357,0.0001283072,0.0002037761,0.0027589155,0.0004953685,0.0013402081,0.0000915705,0.0018914602],"category_scores_gemma":[0.010331518,0.00011899614,0.000056422767,0.0020888206,0.00091742224,0.00030680525,0.00022801265,0.00033947334,0.0005450111],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020789988,0.00091248204,0.0051611457,0.000013566339,0.000039709368,0.0000012382852,0.74809796,0.000017629027,0.0011016276,0.052922677,0.1503476,0.039305378],"study_design_scores_gemma":[0.00040048736,0.00030293333,0.6207891,0.00006156355,0.000025521302,0.000011242462,0.10314702,0.000010705303,0.000031361807,0.007298899,0.26751742,0.00040373972],"about_ca_topic_score_codex":0.0003015143,"about_ca_topic_score_gemma":0.0006024887,"teacher_disagreement_score":0.6449509,"about_ca_system_score_codex":0.00064251805,"about_ca_system_score_gemma":0.006402654,"threshold_uncertainty_score":0.99923015},"labels":[],"label_agreement":null},{"id":"W3035928867","doi":"10.33137/jaste.v11i2.34531","title":"Towards a Viable Response to COVID-19 from the Science Education Community","year":2020,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public relations; Science education; Political science; Curriculum; Science, technology, society and environment education; Pandemic; Politics; Livelihood; Social science education; Engineering ethics; Sociology; Coronavirus disease 2019 (COVID-19); Social science; Environmental ethics; Pedagogy; Medicine; Law; Engineering; Disease","score_opus":0.36619586854683184,"score_gpt":0.5164002440282895,"score_spread":0.1502043754814577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035928867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.629728,0.00006578034,0.0005803404,0.36719808,0.0005221306,0.00035094653,0.000006051819,0.00004836814,0.0015002979],"genre_scores_gemma":[0.9879511,0.00024887983,0.0013110553,0.010040647,0.00021719556,0.000069871465,0.0000035925862,0.000004735239,0.00015294294],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865437,0.0002516066,0.00016513914,0.00021061837,0.00045003078,0.00026822434],"domain_scores_gemma":[0.9976878,0.00038254756,0.00015758333,0.00035012004,0.0009595598,0.00046237907],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0064000357,0.00007805806,0.00009367255,0.0003757305,0.009582115,0.0005551147,0.0013875447,0.0000700847,0.00005492733],"category_scores_gemma":[0.018820591,0.000063029715,0.000021483182,0.002918974,0.002554273,0.0007996228,0.00019456942,0.000395255,0.000012875447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003445077,0.0004896056,0.0042054504,0.000015140452,0.000006929354,1.2312645e-7,0.21871561,0.0000037576644,0.16612548,0.034210354,0.022380121,0.5535029],"study_design_scores_gemma":[0.00018306465,0.00024130443,0.010774325,0.00003267566,0.000015720852,0.000013023709,0.2842555,0.00008885286,0.0013836537,0.028294688,0.6745555,0.00016174877],"about_ca_topic_score_codex":0.0019148394,"about_ca_topic_score_gemma":0.00067744893,"teacher_disagreement_score":0.6521753,"about_ca_system_score_codex":0.000903757,"about_ca_system_score_gemma":0.018087266,"threshold_uncertainty_score":0.99170727},"labels":[],"label_agreement":null},{"id":"W3036239323","doi":"10.1177/0963662520923110","title":"What science means to me: Understanding personal identification with (evolutionary) science using the sociology of (non)religion","year":2020,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Templeton Religion Trust","keywords":"Publics; Sociology; Identification (biology); Epistemology; Sociology of scientific knowledge; Social science; Politics; Existentialism; Field (mathematics); Norm (philosophy); Social science education; Science education; Political science; Law","score_opus":0.6248035204532549,"score_gpt":0.4449237684640692,"score_spread":0.1798797519891857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036239323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72752047,0.0000987067,0.2080231,0.057194285,0.00062269584,0.0006176508,0.000007238815,0.0000641276,0.005851735],"genre_scores_gemma":[0.99785495,0.00040008075,0.0012758968,0.00038662564,0.000052937285,0.000005678315,0.0000014805992,0.000007113973,0.000015229404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99621296,0.00011608842,0.00035314416,0.0005514518,0.0021373485,0.000628996],"domain_scores_gemma":[0.99787253,0.00020244968,0.00037051935,0.00036192793,0.00082682073,0.00036573215],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0064324527,0.00012346345,0.00017864227,0.00072166533,0.0059697847,0.000657449,0.0020720898,0.000049335955,0.00005661766],"category_scores_gemma":[0.001081533,0.00009904975,0.000047100468,0.00788269,0.0479802,0.0040664705,0.0003716065,0.0001605277,0.000004051115],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028289694,0.00004195376,0.0024015242,0.0000217374,0.0000052077326,1.897001e-7,0.32502767,0.00016205704,0.22420672,0.4477679,0.000062703104,0.0002740196],"study_design_scores_gemma":[0.00025042248,0.00014920489,0.003311185,0.00013543008,0.000020268404,0.000003637416,0.94814885,0.035936255,0.0018854119,0.00968267,0.00023368381,0.00024300693],"about_ca_topic_score_codex":0.00029606774,"about_ca_topic_score_gemma":0.000218922,"teacher_disagreement_score":0.62312114,"about_ca_system_score_codex":0.003028935,"about_ca_system_score_gemma":0.0033731775,"threshold_uncertainty_score":0.9953243},"labels":[],"label_agreement":null},{"id":"W3042547190","doi":"10.1136/bmj.m2254","title":"Illustrating your research: design basics for junior clinicians and scientists","year":2020,"lang":"en","type":"article","venue":"BMJ","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; Simon Fraser University; Dalhousie University","funders":"","keywords":"Computer science; Data science; Medical education; Engineering ethics; Medicine; Engineering","score_opus":0.9647735150850818,"score_gpt":0.6587963954709655,"score_spread":0.30597711961411633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3042547190","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14095493,0.00048672408,0.029380046,0.65048325,0.0009620611,0.0052968333,0.00009906122,0.00035446085,0.17198263],"genre_scores_gemma":[0.9778741,0.0010179711,0.016272116,0.0018871354,0.0011462483,0.00008846923,0.00001503797,0.000013160785,0.001685771],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894166,0.00040992006,0.00013196272,0.00012850104,0.00020709523,0.0001808513],"domain_scores_gemma":[0.9990747,0.00050554075,0.000043231397,0.000109192064,0.0001531329,0.00011419042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035840203,0.00003440611,0.000058814738,0.000028747445,0.0008899584,0.0001275789,0.00017687201,0.000052756204,0.00013033643],"category_scores_gemma":[0.002039185,0.00003562082,0.000022241378,0.00022840135,0.00025660728,0.00009285953,0.0000564469,0.000098190154,0.00003558642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015140555,0.00011338928,0.0068214303,0.00012513611,0.00001623562,0.0000035645833,0.41580486,0.000025204574,0.0030976592,0.06345659,0.19523388,0.31515065],"study_design_scores_gemma":[0.00045682827,0.00016161657,0.004753263,0.00004649414,0.000008419733,6.310867e-7,0.09874911,0.0057971934,0.000033942357,0.0024527702,0.8873756,0.00016414172],"about_ca_topic_score_codex":0.00012868445,"about_ca_topic_score_gemma":0.0010897892,"teacher_disagreement_score":0.8369192,"about_ca_system_score_codex":0.000025533873,"about_ca_system_score_gemma":0.00009786745,"threshold_uncertainty_score":0.68449306},"labels":[],"label_agreement":null},{"id":"W3043659698","doi":"10.5539/ells.v10n3p54","title":"Aesthetic Consolation: A Possible Remedy for Solastalgia in James Bradley’s Clade (2017)","year":2020,"lang":"en","type":"article","venue":"English Language and Literature Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consolation; Climate change; Aesthetics; Representation (politics); History; Face (sociological concept); Environmental ethics; Adaptation (eye); Literature; Sociology; Philosophy; Art; Psychology; Political science; Ecology; Social science; Law; Politics","score_opus":0.23752413633080058,"score_gpt":0.42823243533839994,"score_spread":0.19070829900759936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043659698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8253101,0.11076642,0.00004494685,0.04162775,0.00051747443,0.000985645,0.000116645446,0.000254596,0.020376446],"genre_scores_gemma":[0.98659194,0.010537275,0.00036467417,0.0012065909,0.0005328488,0.00004906525,0.00006897153,0.000008835853,0.0006398205],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993091,0.00012413062,0.00013883179,0.00016995872,0.000095231226,0.00016272101],"domain_scores_gemma":[0.99950993,0.00012754193,0.00004630599,0.00010378657,0.00014823646,0.000064226806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002209912,0.000091352544,0.00015972833,0.000049026035,0.00029897667,0.00013641507,0.00009931837,0.00007893149,0.000046046232],"category_scores_gemma":[0.000786911,0.00008102867,0.000037342143,0.00023727448,0.0001339352,0.00020546462,0.000049171987,0.00014192294,0.0000026635496],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026838543,0.000012548727,0.00045168796,0.00005813374,0.0000063280213,0.0000052395476,0.9871582,5.6180846e-7,0.00005927641,0.0023322161,0.004719725,0.0051692463],"study_design_scores_gemma":[0.0005920872,0.00006693106,0.00060338195,0.00017709854,0.000013033363,0.0000011443262,0.7702656,0.000050962914,0.000008384398,0.00032066586,0.22774185,0.00015885728],"about_ca_topic_score_codex":0.000041815918,"about_ca_topic_score_gemma":0.0008486782,"teacher_disagreement_score":0.22302213,"about_ca_system_score_codex":0.00002575203,"about_ca_system_score_gemma":0.000021002093,"threshold_uncertainty_score":0.33042535},"labels":[],"label_agreement":null},{"id":"W30451906","doi":"10.1038/s41598-018-35306-6","title":"Vetenskap i populärkulturen : En kontextuell analys kring representationer av teknik och vetenskap i filmerna Demolition Man och Sunshine","year":2008,"lang":"en","type":"book","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","score_opus":0.38763103759170076,"score_gpt":0.4435425817119668,"score_spread":0.055911544120266055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W30451906","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014150457,0.0016815346,0.00010454385,0.0046151243,0.0004251898,0.000816093,0.00015171223,0.00045449275,0.99033624],"genre_scores_gemma":[0.009404778,0.028660186,0.00065500365,0.001323407,0.0015952348,0.0000948325,0.004448471,0.00009088107,0.9537272],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958148,0.000784944,0.0008171612,0.00079759455,0.0011027254,0.0006827582],"domain_scores_gemma":[0.9969762,0.00039978782,0.0005388435,0.0011877584,0.000569307,0.00032810963],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010787437,0.0005322586,0.0007941965,0.00040819217,0.00159299,0.00024676276,0.0010006999,0.0009186937,0.010509074],"category_scores_gemma":[0.00030001797,0.0005010388,0.0006537906,0.00036844896,0.00040275263,0.00044328836,0.0002927158,0.0008470975,0.0011629803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102545884,0.0002749692,0.0012416181,0.00020276752,0.0012666024,0.00006887385,0.07272697,0.00005045557,0.0004782264,0.034568448,0.8709175,0.018101022],"study_design_scores_gemma":[0.00039192988,0.00004535443,0.0020329112,0.000111126865,0.0006298763,0.000020321293,0.0056148004,0.00010352714,0.000014831983,0.0032166908,0.9870367,0.00078190555],"about_ca_topic_score_codex":0.0123447925,"about_ca_topic_score_gemma":0.03046177,"teacher_disagreement_score":0.11611923,"about_ca_system_score_codex":0.00092983234,"about_ca_system_score_gemma":0.00031088898,"threshold_uncertainty_score":0.9997441},"labels":[],"label_agreement":null},{"id":"W3045917344","doi":"10.31234/osf.io/qu9hn","title":"Lay people are unimpressed by the effect sizes typically reported in psychological science","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Psychological science; Psychological research; Psychology; Obstacle; Range (aeronautics); Social psychology; Geography; Engineering","score_opus":0.37885321023605856,"score_gpt":0.507149355550057,"score_spread":0.12829614531399847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045917344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8192123,0.0001414064,0.00007501566,0.052793726,0.00043382647,0.0008728566,0.000017900258,0.00022120112,0.12623176],"genre_scores_gemma":[0.9962387,0.0018915815,0.000085849875,0.000988264,0.00009325644,0.0001041962,0.00004959803,0.000008066776,0.00054049515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975195,0.00082719984,0.0003181322,0.0005226073,0.00052787445,0.00028470648],"domain_scores_gemma":[0.9981764,0.00053332915,0.0002349588,0.0008086828,0.00011327402,0.00013335662],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023985605,0.00015329834,0.00027005112,0.00006233686,0.0005518344,0.00029588342,0.0015464658,0.0002774085,0.001343471],"category_scores_gemma":[0.0022894437,0.00010067235,0.00008697042,0.00075338344,0.0008006809,0.000077656485,0.00080715894,0.00073801936,0.00008001873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009454272,0.0015572038,0.46144906,0.00043289585,0.00011269346,0.000051485742,0.21400648,0.00022178866,0.03352079,0.016758215,0.16011879,0.11082517],"study_design_scores_gemma":[0.0009885135,0.00023559648,0.88523114,0.0002414251,0.000052851043,0.00000415913,0.018491738,0.001064963,0.00025681016,0.005266703,0.08728078,0.0008853057],"about_ca_topic_score_codex":0.0031491169,"about_ca_topic_score_gemma":0.017407786,"teacher_disagreement_score":0.4237821,"about_ca_system_score_codex":0.00015085774,"about_ca_system_score_gemma":0.00010949431,"threshold_uncertainty_score":0.9995694},"labels":[],"label_agreement":null},{"id":"W3047430513","doi":"10.25071/1916-4467.40536","title":"Sociotechnical Imaginaries: A Possible Contribution to Science Education","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association for Curriculum Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Sociotechnical system; Technoscience; Sociology; Vision; Futures contract; Politics; Power (physics); Science education; Epistemology; Science studies; Social science; Political science; Pedagogy","score_opus":0.21415059119859928,"score_gpt":0.45505105724131134,"score_spread":0.24090046604271206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047430513","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14383784,0.00078262563,0.00009277343,0.8471378,0.0024483432,0.000884111,0.000048875787,0.000028985702,0.0047386517],"genre_scores_gemma":[0.9926901,0.0004700421,0.00024816062,0.0055026053,0.0005958741,0.000016226548,0.0000021356918,0.000004933191,0.0004699411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875355,0.00013725579,0.00027009056,0.00009075625,0.00048751774,0.0002608535],"domain_scores_gemma":[0.9959698,0.00012812502,0.00045985522,0.00009139703,0.0030109591,0.00033989726],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0021725516,0.00006361724,0.00015684277,0.00012789316,0.0022736886,0.00017302096,0.0004939766,0.000066589695,0.000018070643],"category_scores_gemma":[0.013667957,0.000050365332,0.00012435084,0.00086382567,0.00019870374,0.00030097712,0.000051692656,0.00016579668,0.000011450948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038973398,0.00017701568,0.15488513,0.000046735946,0.00021442483,5.5183466e-7,0.1481666,0.00007372069,0.0014368446,0.18644364,0.4989709,0.0095454715],"study_design_scores_gemma":[0.0003436686,0.00009329321,0.024902478,0.00008447628,0.00008328893,0.0000013061762,0.03480854,0.000048798374,0.00008528984,0.0033054363,0.93608874,0.000154676],"about_ca_topic_score_codex":0.0060915537,"about_ca_topic_score_gemma":0.18736249,"teacher_disagreement_score":0.8488522,"about_ca_system_score_codex":0.0047849715,"about_ca_system_score_gemma":0.0035094426,"threshold_uncertainty_score":0.9990355},"labels":[],"label_agreement":null},{"id":"W3048578907","doi":"10.1093/ntr/ntaa148","title":"Polarization Within the Field of Tobacco and Nicotine Science and its Potential Impact on Trainees","year":2020,"lang":"en","type":"article","venue":"Nicotine & Tobacco Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; National Institute on Drug Abuse; National Institutes of Health","keywords":"Nicotine; Nicotine dependence; Polarization (electrochemistry); Tobacco use; Medicine; Environmental health; Psychology; Psychiatry; Chemistry","score_opus":0.3625435786404876,"score_gpt":0.5106990698192511,"score_spread":0.14815549117876348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048578907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93857795,0.0002751237,0.00000750294,0.056082435,0.000049133505,0.0003653717,0.000012060404,0.000025453299,0.0046049748],"genre_scores_gemma":[0.99773973,0.0010520502,0.00003424345,0.0008436619,0.00018414235,0.0000071695026,0.000006582107,0.000008000374,0.00012442366],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9977926,0.00042596937,0.00020977962,0.00025269733,0.0010112403,0.0003077188],"domain_scores_gemma":[0.9982887,0.0005668914,0.00008094984,0.0002343538,0.0006256407,0.00020349261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003570462,0.00009042355,0.00013212391,0.00014398496,0.00096207904,0.00020866656,0.00053930026,0.000079153506,0.00037063696],"category_scores_gemma":[0.0040339315,0.00006363177,0.00003213961,0.0012158373,0.00068886654,0.00027849776,0.00028674208,0.00037615412,0.000015384097],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092056935,0.000514365,0.15327257,0.00013508709,0.00006042529,0.0000023119728,0.17109816,0.00017401218,0.41794372,0.07943557,0.008779859,0.16766337],"study_design_scores_gemma":[0.004343464,0.005854929,0.7516317,0.0004740594,0.00008529631,0.000013169341,0.13620685,0.024377866,0.05110693,0.0019548952,0.022650696,0.0013001455],"about_ca_topic_score_codex":0.0012364225,"about_ca_topic_score_gemma":0.0008331026,"teacher_disagreement_score":0.5983591,"about_ca_system_score_codex":0.00006499781,"about_ca_system_score_gemma":0.00028605308,"threshold_uncertainty_score":0.7399632},"labels":[],"label_agreement":null},{"id":"W3049321138","doi":"10.1098/rsfs.2020.0002","title":"Behavioural frameworks to understand public perceptions of and risk response to carbon dioxide removal","year":2020,"lang":"en","type":"review","venue":"Interface Focus","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Studies; University of British Columbia","funders":"","keywords":"Normative; Public relations; Public policy; Computer science; Political science","score_opus":0.3929744279657841,"score_gpt":0.4757660558075547,"score_spread":0.08279162784177063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049321138","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02220837,0.96515006,0.0005644688,0.007899458,0.00023859841,0.0010729617,0.00023771935,0.00009657525,0.002531782],"genre_scores_gemma":[0.029169688,0.9697276,0.0004531714,0.00002776993,0.000089974994,0.000037561684,0.0000062112986,0.000034694855,0.00045335953],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717766,0.00143223,0.00045835492,0.00035550387,0.00029775887,0.0002784627],"domain_scores_gemma":[0.99825436,0.0005021348,0.00022641089,0.0004952422,0.00012493898,0.00039688882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009157434,0.00023905715,0.00073030713,0.00027667303,0.00025574735,0.00012422838,0.0005663577,0.00052182365,0.00044315352],"category_scores_gemma":[0.0012391642,0.00023222146,0.000192622,0.0006475103,0.00020080696,0.000076032,0.0002756391,0.00077562337,0.000090139496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007804881,0.000035091438,0.00010278312,0.00017772688,0.00003954626,0.0000027365545,0.05265098,4.042482e-7,0.000025466496,0.00013821622,0.0003649007,0.9463841],"study_design_scores_gemma":[0.00006808801,0.00013707067,0.0001253298,0.001969906,0.000184813,0.0000066066987,0.021194728,0.0000019968684,9.459535e-7,0.000058760448,0.9759981,0.0002536315],"about_ca_topic_score_codex":0.003190596,"about_ca_topic_score_gemma":0.011254618,"teacher_disagreement_score":0.9756332,"about_ca_system_score_codex":0.00046088092,"about_ca_system_score_gemma":0.000207265,"threshold_uncertainty_score":0.94697165},"labels":[],"label_agreement":null},{"id":"W3076361183","doi":"10.1177/0047117820948936","title":"Worlding beyond ‘the’ ‘end’ of ‘the world’: white apocalyptic visions and BIPOC futurisms","year":2020,"lang":"en","type":"article","venue":"International Relations","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Balsillie School of International Affairs","funders":"","keywords":"Vision; Futures contract; Humanity; White (mutation); Politics; Indigenous; Narrative; Futures studies; Sociology; Media studies; Environmental ethics; Aesthetics; Political science; History; Law; Literature; Art; Anthropology","score_opus":0.2390811632071495,"score_gpt":0.4225423807015632,"score_spread":0.1834612174944137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3076361183","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0699407,0.0001923897,0.00064205605,0.5000842,0.00076563965,0.00029295852,0.000045802357,0.000056469704,0.42797974],"genre_scores_gemma":[0.9873454,0.00021408136,0.00030928096,0.001310355,0.00021550835,0.000011896359,0.000016942824,0.0000059236145,0.010570586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991926,0.00010827761,0.00019906404,0.000103372025,0.00031143584,0.000085263804],"domain_scores_gemma":[0.9992337,0.00031475915,0.0001157247,0.00015013383,0.000122035344,0.0000636367],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023525277,0.000053911182,0.000060690247,0.00006935119,0.00061936566,0.00006404178,0.00038782245,0.000036220452,0.0043264227],"category_scores_gemma":[0.0003353103,0.000039914008,0.00006285257,0.00047280727,0.00031957618,0.00015691844,0.00013388465,0.00017220354,0.00009016924],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024871199,0.000099986035,0.12952328,0.000009225253,0.000095240786,5.4159875e-7,0.08987919,0.00068547437,0.0012668326,0.6895852,0.054412715,0.034417443],"study_design_scores_gemma":[0.0002179526,0.0000095243395,0.15440713,0.000045093464,0.000033827004,0.0000010125167,0.004769391,0.0042188363,0.000026613841,0.009356154,0.82680273,0.000111713736],"about_ca_topic_score_codex":0.00012103561,"about_ca_topic_score_gemma":0.0038121354,"teacher_disagreement_score":0.9174047,"about_ca_system_score_codex":0.000058532056,"about_ca_system_score_gemma":0.000046161746,"threshold_uncertainty_score":0.99658376},"labels":[],"label_agreement":null},{"id":"W3081500909","doi":"10.17269/s41997-020-00352-z","title":"Developing and implementing a targeted health-focused climate communications campaign in Ontario—#MakeItBetter","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Canadian Public Health Association","funders":"Ivey Foundation; J.W. McConnell Family Foundation","keywords":"Climate change; Public relations; Public health; Health communication; Framing (construction); Political science; Extreme weather; Health equity; Environmental resource management; Environmental planning; Geography; Medicine; Nursing","score_opus":0.6687760227270789,"score_gpt":0.46361046071548834,"score_spread":0.20516556201159059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081500909","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22397093,0.0021155823,0.00033517755,0.7716195,0.00010232682,0.0002617512,0.000021224392,0.000012801529,0.0015607004],"genre_scores_gemma":[0.95761937,0.0057494165,0.0041257762,0.03234737,0.000088203225,0.0000051639186,0.000038810038,0.000011187131,0.000014715158],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99737436,0.0009997437,0.0006397216,0.000098359975,0.00015694326,0.00073086127],"domain_scores_gemma":[0.9974934,0.00011082569,0.00042103094,0.00018872687,0.00016683862,0.0016191653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051897573,0.000076915356,0.0002362863,0.00027557398,0.001143245,0.00018618439,0.0004575645,0.000049440176,0.00039749825],"category_scores_gemma":[0.00037791004,0.000084959975,0.000034297642,0.0004336198,0.0001420863,0.00031490563,0.00005345409,0.00042930062,0.000005100868],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024949097,0.0000120065115,0.3063832,0.000036988804,0.000010710394,0.0000029031025,0.5281148,5.13053e-7,0.0000031899776,0.009930783,0.0024536196,0.15304877],"study_design_scores_gemma":[0.00033849478,0.00005027339,0.13423817,0.000074655996,0.0000010444645,0.0000039794845,0.04824501,0.000036418467,1.00037596e-7,0.00011136042,0.81681395,0.00008653106],"about_ca_topic_score_codex":0.62289774,"about_ca_topic_score_gemma":0.9978472,"teacher_disagreement_score":0.8143603,"about_ca_system_score_codex":0.0022421076,"about_ca_system_score_gemma":0.015445315,"threshold_uncertainty_score":0.9901362},"labels":[],"label_agreement":null},{"id":"W3083125459","doi":"10.22215/etd/2015-11143","title":"Uncertainty in Climate Change Discourse: An Examination of Regional Canadian Newspapers","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Framing (construction); Climate change; Newspaper; Political science; Politics; Context (archaeology); Geography; Climatology; Law","score_opus":0.47708998333425506,"score_gpt":0.4917730047558348,"score_spread":0.014683021421579734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083125459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5652449,0.00019969353,8.5409816e-8,0.0018717331,0.0003757093,0.00051962107,0.000073973235,0.000034160104,0.4316801],"genre_scores_gemma":[0.9782322,0.008528223,0.000034240657,0.00022458087,0.00024158088,0.0000984615,0.009235661,0.000021625201,0.0033834202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838644,0.00040775046,0.00027427563,0.0002141429,0.00041286976,0.00030450756],"domain_scores_gemma":[0.9989148,0.000043091266,0.00018860646,0.00028074172,0.00030881612,0.00026394296],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013008392,0.0001388388,0.00020771252,0.00044680253,0.00021054703,0.00004191787,0.00035302082,0.0003553497,0.0014481859],"category_scores_gemma":[0.000080273116,0.00014732017,0.000048356113,0.0003736102,0.00011197025,0.00034733032,0.000010754429,0.00017851147,0.000027480197],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005495726,0.00014037319,0.0017456656,0.00009275607,0.000007892348,0.0000018553047,0.5327846,0.000012560115,0.00005329877,0.031673294,0.0010940022,0.43233874],"study_design_scores_gemma":[0.00036146483,0.000062365776,0.24667127,0.0002816269,0.00002453808,2.887459e-7,0.70675343,0.00026508534,0.000001385763,0.00071863853,0.044457987,0.00040191988],"about_ca_topic_score_codex":0.7559223,"about_ca_topic_score_gemma":0.99870056,"teacher_disagreement_score":0.43193683,"about_ca_system_score_codex":0.0006862923,"about_ca_system_score_gemma":0.0005677369,"threshold_uncertainty_score":0.99946463},"labels":[],"label_agreement":null},{"id":"W3083317287","doi":"10.1016/j.heliyon.2020.e04836","title":"A scoping review of co-production between researchers and journalists in research communication","year":2020,"lang":"en","type":"review","venue":"Heliyon","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Production (economics); Engineering ethics; Data science; Knowledge management; Political science; Engineering; Computer science","score_opus":0.948470286633369,"score_gpt":0.7097935114557637,"score_spread":0.23867677517760522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083317287","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000110264145,0.9881581,6.5393317e-7,0.004908545,0.000029715367,0.0016688597,0.000012535255,0.000016925087,0.005193645],"genre_scores_gemma":[0.0000084711455,0.9993505,0.0000803782,0.000034120556,0.00017026244,0.00010664282,0.00014858613,0.000018340339,0.0000827338],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990684,0.0073921103,0.00073202135,0.00024918857,0.00069144333,0.00025125357],"domain_scores_gemma":[0.99754363,0.0010654468,0.00034678075,0.0005667462,0.0003465693,0.00013079707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012690392,0.00011980606,0.0008662865,0.0003802131,0.00040138737,0.00006850256,0.0006026347,0.00021950933,0.00024819275],"category_scores_gemma":[0.0041146385,0.00011812984,0.00010213925,0.0013153302,0.00051498844,0.00016855699,0.00021526933,0.0010534561,0.000050438433],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001649254,0.000011732557,0.000044586508,0.27012405,0.000006441171,4.0060328e-7,0.0035300953,4.6584616e-9,5.791717e-7,0.00012899152,0.00022280167,0.72592866],"study_design_scores_gemma":[0.00002577525,0.000009525185,0.000018430113,0.48758382,0.000018901794,7.161674e-7,0.00058463245,4.6868497e-8,1.7276594e-7,0.000025279798,0.5116761,0.000056615223],"about_ca_topic_score_codex":0.000454744,"about_ca_topic_score_gemma":0.0021101376,"teacher_disagreement_score":0.72587204,"about_ca_system_score_codex":0.00040187643,"about_ca_system_score_gemma":0.00058911095,"threshold_uncertainty_score":0.49259037},"labels":[{"model":"gemma","categories":["metaresearch","scholarly_communication"],"domain":"methods","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch","scholarly_communication"],"domain":"reporting","study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3083802731","doi":"10.1016/s2542-5196(20)30223-0","title":"Climate anxiety in young people: a call to action","year":2020,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":265,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; Simon Fraser University; University of British Columbia","funders":"","keywords":"Call to action; Anxiety; Action (physics); Psychology; Psychiatry; Business; Advertising","score_opus":0.49152142286763606,"score_gpt":0.46768317698223744,"score_spread":0.023838245885398623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083802731","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43446362,0.00018738976,0.000024080033,0.54287374,0.00022961647,0.00056606205,0.000099975645,0.00014895991,0.021406548],"genre_scores_gemma":[0.9508587,0.027394146,0.00013334121,0.020804899,0.0005684589,0.000013082364,0.00019165529,0.0000051152792,0.00003060469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880296,0.0004334504,0.00015279367,0.00012544867,0.00015679888,0.00032853545],"domain_scores_gemma":[0.9995108,0.00006778009,0.00005548148,0.00019571363,0.000011827269,0.00015837491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091812667,0.00005935892,0.00016357575,0.000022464174,0.0003510489,0.000030444695,0.00028137592,0.00003213523,0.00031463808],"category_scores_gemma":[0.000047554313,0.000049077727,0.000016435948,0.00029949602,0.000025302625,0.00007384718,0.000043268705,0.0002020149,0.000269713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030783543,0.00004605458,0.49531928,0.00017089554,0.000005331603,8.595817e-7,0.40177396,0.00031163308,0.00008494366,0.0015128282,0.05286449,0.04760192],"study_design_scores_gemma":[0.00025018223,0.000055441356,0.7648303,0.000032193093,0.0000022837908,0.0000016041037,0.010044073,0.0011110209,4.906812e-7,0.000045180514,0.2235296,0.000097614786],"about_ca_topic_score_codex":0.024394237,"about_ca_topic_score_gemma":0.51333845,"teacher_disagreement_score":0.52206886,"about_ca_system_score_codex":0.00009533401,"about_ca_system_score_gemma":0.00005932037,"threshold_uncertainty_score":0.9821024},"labels":[],"label_agreement":null},{"id":"W3085794494","doi":"10.22459/cs.2020.08","title":"Canada: One country, two cultures: Two routes to science communication","year":2020,"lang":"en","type":"book-chapter","venue":"ANU Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Royal Society; Royal Society of Canada","keywords":"Geography","score_opus":0.38050442415391605,"score_gpt":0.42301791216425355,"score_spread":0.0425134880103375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085794494","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010821043,0.0005203653,0.000012948665,0.0022424422,0.00020079543,0.000635162,0.00018738923,0.000113983915,0.9959787],"genre_scores_gemma":[0.037721206,0.003935436,0.0005307691,0.0085168835,0.0007370936,0.00010772195,0.000371724,0.00006883565,0.9480103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978992,0.00011074393,0.0003212876,0.00039876715,0.0009486266,0.00032141933],"domain_scores_gemma":[0.9978506,0.0001381643,0.00023025487,0.0010150443,0.00041787067,0.0003480519],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005621381,0.00023391937,0.00028869748,0.000078122066,0.0011509556,0.0003153501,0.0018142996,0.00013340283,0.00027932678],"category_scores_gemma":[0.00011971558,0.00025718304,0.000056563105,0.00004209118,0.0007728251,0.00012768475,0.0005770719,0.00042357447,0.0000490828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023127523,0.000014973831,0.0000038057622,0.000030883304,0.00003169078,0.0000023415912,0.044561017,0.00000635703,0.0003614473,0.9072873,0.029196294,0.018480767],"study_design_scores_gemma":[0.00016217116,0.000015299322,0.000014458781,0.00018994433,0.000037140526,4.542228e-7,0.00060980365,0.000018989436,0.0000596608,0.0067949183,0.9917716,0.00032555088],"about_ca_topic_score_codex":0.9219806,"about_ca_topic_score_gemma":0.9725935,"teacher_disagreement_score":0.9625753,"about_ca_system_score_codex":0.00068577746,"about_ca_system_score_gemma":0.0014056823,"threshold_uncertainty_score":0.999988},"labels":[],"label_agreement":null},{"id":"W3087002014","doi":"","title":"Klimaatpsychologie - Vlog 5: TPM Energy Transition Lab","year":2020,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Computer science; Chemistry","score_opus":0.7039606235769814,"score_gpt":0.4861073399514329,"score_spread":0.2178532836255485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087002014","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016463276,0.0000988103,0.005548684,0.24664663,0.0001359885,0.000077029545,0.000007656883,0.00038798174,0.7306339],"genre_scores_gemma":[0.9684589,0.004339173,0.00031059815,0.025686748,0.00025414245,0.000009050052,0.000043497355,0.00000531708,0.00089258206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942034,0.00015086698,0.000085597174,0.00010779383,0.00011654042,0.000118849835],"domain_scores_gemma":[0.999702,0.000038984486,0.000020099562,0.00010834685,0.00003676811,0.00009384131],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001495699,0.00004321474,0.000056699126,0.000017526227,0.00022561042,0.00003584513,0.00017260046,0.00006614428,0.0083807595],"category_scores_gemma":[0.00003988695,0.000041896074,0.000037115864,0.00018254906,0.0000857583,0.00011261873,0.000016250915,0.000050748793,0.0002851638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009809511,0.00020757921,0.00038015563,0.000016384969,0.000017761347,0.0000040723758,0.22908504,0.000016242115,0.009942788,0.24161564,0.14187448,0.37674177],"study_design_scores_gemma":[0.0001803036,0.00003777478,0.0007522197,0.0000030546275,0.000004322856,2.010626e-7,0.012827166,0.00023399138,0.00006638859,0.0011363087,0.9846596,0.00009864593],"about_ca_topic_score_codex":0.0011852051,"about_ca_topic_score_gemma":0.0023384413,"teacher_disagreement_score":0.9519956,"about_ca_system_score_codex":0.000026777063,"about_ca_system_score_gemma":0.00001714151,"threshold_uncertainty_score":0.9925257},"labels":[],"label_agreement":null},{"id":"W3090838107","doi":"10.1007/978-3-030-53325-0_5","title":"Stuck in Dangerous Carbon-Polluting Practices?","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Discounting; Harm; Natural resource economics; Economics; Political science; Law","score_opus":0.6799674188034927,"score_gpt":0.48591463604091245,"score_spread":0.1940527827625802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090838107","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000146365,0.00038137528,0.0000023257458,0.010093426,0.00018956736,0.00026721056,0.000006684296,0.00011364801,0.9887994],"genre_scores_gemma":[0.04047268,0.017043678,0.00032443253,0.0019399374,0.0009670732,0.000015986274,0.00007992365,0.000054001135,0.9391023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893814,0.00011009896,0.00024700264,0.00023478319,0.00030057653,0.00016941401],"domain_scores_gemma":[0.9989018,0.0002133611,0.0004574491,0.0002778363,0.000054855267,0.000094721756],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005329028,0.0001379234,0.00020705999,0.00009680758,0.00016913307,0.00007835861,0.00034409144,0.0002847654,0.003827203],"category_scores_gemma":[0.0003681393,0.00014906819,0.000059794147,0.00006308762,0.00010820218,0.00009295265,0.00013423702,0.0004516551,0.0003317457],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038503433,0.00005886209,0.0009314794,0.000089139394,0.000045306817,0.00003773635,0.10985246,0.0000013194851,0.00007910178,0.748056,0.0043799463,0.13643016],"study_design_scores_gemma":[0.00010212029,0.00001402251,0.00008128104,0.000075249685,0.000015129706,5.2409234e-7,0.005754459,0.00003672486,4.148939e-7,0.0025722166,0.99113953,0.0002083475],"about_ca_topic_score_codex":0.0063462458,"about_ca_topic_score_gemma":0.08694925,"teacher_disagreement_score":0.98675954,"about_ca_system_score_codex":0.00024146267,"about_ca_system_score_gemma":0.00012807007,"threshold_uncertainty_score":0.9970834},"labels":[],"label_agreement":null},{"id":"W3091293017","doi":"10.1016/j.obhdp.2020.07.002","title":"Creative destruction in science","year":2020,"lang":"en","type":"article","venue":"Organizational Behavior and Human Decision Processes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"California State University, Fresno; Harvard Kennedy School; University of California, Santa Barbara; Technische Universität Dortmund; Singapore Management University; Universität Kassel; Universität Konstanz; Stockholms Universitet; School of Psychology, Cardiff University; Universidade Federal de Sergipe; Universiteit van Tilburg; Syddansk Universitet; Memorial University of Newfoundland; Università degli Studi dell'Insubria; Max-Planck-Institut für Kognitions- und Neurowissenschaften; Ben-Gurion University of the Negev; Knut och Alice Wallenbergs Stiftelse; Universitetet i Bergen; Linköpings Universitet; KU Leuven; Universiteit Maastricht; Université de Genève; Vrije Universiteit Amsterdam; Radboud Universiteit; Rijksuniversiteit Groningen; University of Warwick; Trinity College Dublin; University of Otago; Northern Illinois University; University of Limerick; Technische Universiteit Eindhoven; University of Auckland; Universidad de Alicante; Cardiff University; Ariel University; De Montfort University; University of Toronto; Macquarie University; University of Alberta; Universiteit van Amsterdam; University of Chittagong; Technion-Israel Institute of Technology; Universidad de La Laguna; Trinity Western University; Universität Wien; American University of Sharjah; Slovenská Akadémia Vied; Toulouse School of Economics; Central Queensland University; Univerzita Karlova v Praze; University College Dublin; University of Essex; Carnegie Mellon University; Western Kentucky University; Kingston University; University of Regina; King's College London; Indian Institute of Technology Delhi; Universiteit Gent; Georgia Southern University; Louisiana State University; Lunds Universitet; Pennsylvania State University; University of Cincinnati; Karolinska Institutet; Yale University; University of Queensland; Emory University; Tulane University; National University of Singapore; Julius-Maximilians-Universität Würzburg; University of Texas at Austin; Loyola University Chicago; International Research and Exchanges Board; Uniwersytet Śląski w Katowicach; University of Washington; Loughborough University; Uniwersytet Wrocławski; Technische Universität Dresden; University of Pennsylvania; National Research University Higher School of Economics; Umeå Universitet; University of Denver; Fordham University; University of Oxford; Jan Wallanders och Tom Hedelius Stiftelse samt Tore Browaldhs Stiftelse; Florida State University; York University; University of Missouri","keywords":"Psychology; Social psychology","score_opus":0.2942668498997326,"score_gpt":0.4532838181846081,"score_spread":0.1590169682848755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091293017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924269,0.00006859961,0.00019746833,0.0008505946,0.000032550382,0.00014722747,0.0000050348563,0.000048379687,0.0062232935],"genre_scores_gemma":[0.9985074,0.00065913127,0.00046377417,0.00019112116,0.00006308122,0.000011300772,0.000022051632,0.000006579225,0.00007556154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918807,0.000029147115,0.00014636264,0.00019339743,0.00033851387,0.00010452042],"domain_scores_gemma":[0.99925756,0.00006008775,0.000047217356,0.00006416741,0.00046094632,0.00010999689],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000218026,0.000056985733,0.000069902664,0.00011421172,0.00088823214,0.00015920597,0.00019700712,0.000040409148,0.0023242668],"category_scores_gemma":[0.00083908346,0.000058120706,0.0000065649806,0.0012687712,0.00039682124,0.0004542759,0.000067554196,0.00006488076,0.000026957941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028967628,0.00020606088,0.8010103,0.00003287749,0.0000014387932,0.0000029504467,0.08434745,0.0000052035753,0.010456972,0.07244998,0.00026267165,0.031195113],"study_design_scores_gemma":[0.00046629604,0.00006177339,0.96915466,0.00005834807,0.0000141464325,0.0000028669117,0.01561454,0.000010188063,0.00076321774,0.007542635,0.0060835537,0.00022776065],"about_ca_topic_score_codex":0.000109764616,"about_ca_topic_score_gemma":0.0007606817,"teacher_disagreement_score":0.16814436,"about_ca_system_score_codex":0.00006287957,"about_ca_system_score_gemma":0.00020677346,"threshold_uncertainty_score":0.9985877},"labels":[],"label_agreement":null},{"id":"W3091737876","doi":"10.18432/ari29520","title":"ART AND DOCUMENTARIES IN CLIMATE COMMUNICATION","year":2020,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Exhibition; Climate change; Subject (documents); Focus group; Focus (optics); Psychology; Sociology; Visual arts; Social psychology; Art; Computer science; Ecology","score_opus":0.5689548040067107,"score_gpt":0.5461390375298674,"score_spread":0.022815766476843358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091737876","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42251018,0.0004799235,0.00012789876,0.42875442,0.00018374507,0.00030052007,0.000025589037,0.000042508105,0.14757521],"genre_scores_gemma":[0.962603,0.035197336,0.0005759207,0.0005906511,0.00025561146,0.000023096392,0.00006791044,0.000010463276,0.0006760072],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976691,0.0008001777,0.00031605043,0.00016365174,0.0007141625,0.0003368487],"domain_scores_gemma":[0.99898213,0.00032467293,0.000062263236,0.00013243331,0.00023632252,0.00026217854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002899617,0.00008099998,0.00011265587,0.0002221549,0.0011900066,0.00042715805,0.0006576436,0.00006126684,0.0032586602],"category_scores_gemma":[0.00017507949,0.00008137332,0.0000495592,0.00030806416,0.00052481506,0.00085301616,0.00023333606,0.0007401233,0.00029980842],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078242907,0.00045190184,0.040456895,0.000041461546,0.000064572305,0.000059251142,0.8253612,0.000080555204,0.0010672149,0.07520126,0.0316784,0.024754882],"study_design_scores_gemma":[0.0019558186,0.00024964756,0.04669489,0.00024025152,0.000009833675,0.000058601487,0.16698706,0.0024318725,0.00002494214,0.028100448,0.7529399,0.0003067782],"about_ca_topic_score_codex":0.000055578308,"about_ca_topic_score_gemma":0.004360315,"teacher_disagreement_score":0.72126144,"about_ca_system_score_codex":0.00018661065,"about_ca_system_score_gemma":0.00009290672,"threshold_uncertainty_score":0.9976525},"labels":[],"label_agreement":null},{"id":"W3092327234","doi":"10.3138/cbmh.424-022020","title":"<i>Strange Trips: Science, Culture, and the Regulation of Drugs</i> Lucas Richert","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Health History","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"TRIPS architecture; Political science; Computer science","score_opus":0.36258135253047735,"score_gpt":0.39301946573768975,"score_spread":0.030438113207212403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092327234","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12855454,0.21983053,0.00012701667,0.38396078,0.0030002135,0.0010559338,0.00003157476,0.000029029263,0.2634104],"genre_scores_gemma":[0.98858863,0.00561394,0.00010372893,0.0052330373,0.0001605962,9.1503694e-7,0.0000012971396,0.0000036123483,0.00029426726],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896604,0.00031441,0.0002917431,0.000057055047,0.00022174558,0.00014898504],"domain_scores_gemma":[0.9988111,0.000049378366,0.00034892862,0.00008563602,0.000223615,0.00048133143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002585931,0.000039427756,0.00014172967,0.00010993221,0.0005897784,0.00001626392,0.00025742428,0.000032528547,0.00023129894],"category_scores_gemma":[0.00027496187,0.000030721945,0.000038998583,0.0002497197,0.0013732094,0.00016459414,0.0000055612377,0.00014846161,0.0000022497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005134744,0.000009309731,0.0007327641,0.00005290856,0.000006201832,7.4595096e-7,0.84180796,0.0000028792324,0.00017612986,0.02070072,0.09420083,0.04225823],"study_design_scores_gemma":[0.0003757881,0.000037119968,0.0043529402,0.000026787944,0.0000045643174,0.0000020960833,0.015362663,0.0000183839,0.0000014530887,0.00020025231,0.97958475,0.000033220535],"about_ca_topic_score_codex":0.023735426,"about_ca_topic_score_gemma":0.04389435,"teacher_disagreement_score":0.8853839,"about_ca_system_score_codex":0.0008837798,"about_ca_system_score_gemma":0.004248098,"threshold_uncertainty_score":0.9827656},"labels":[],"label_agreement":null},{"id":"W3092481993","doi":"10.1016/j.dib.2020.106366","title":"Dataset for assessing the scope and nature of global stream daylighting practices","year":2020,"lang":"en","type":"article","venue":"Data in Brief","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Dashboard; Computer science; Scope (computer science); Data science; Visualization; Information retrieval; Variable (mathematics); Daylighting; Topic model; Theme (computing); Data mining; World Wide Web","score_opus":0.5666186747061593,"score_gpt":0.560759811587645,"score_spread":0.005858863118514357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092481993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5734751,0.007135388,0.0003524062,0.26886156,0.00043004498,0.0016563436,0.12370044,0.000066706205,0.024321979],"genre_scores_gemma":[0.97242665,0.0032019396,0.0018157146,0.0022885315,0.00020393103,0.0000061026576,0.020050284,0.0000038362655,0.0000030008891],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946505,0.0001346218,0.000099637735,0.00012597525,0.00010110006,0.00007359221],"domain_scores_gemma":[0.99910945,0.00034924786,0.00015981581,0.0003306971,0.000023691011,0.000027086659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007700734,0.000032426193,0.000057933183,0.0000047289113,0.00019704881,0.00013224591,0.00053642254,0.000048821592,0.00004195998],"category_scores_gemma":[0.0021774098,0.000025714913,0.0000051338047,0.00014943085,0.000102036545,0.00061403617,0.00029065905,0.000095877076,0.0000011740738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012346414,0.00026180473,0.18953049,0.0003823273,0.00005455895,0.0000031888326,0.040625043,0.0000039576776,0.00122653,0.029488174,0.3800272,0.35827327],"study_design_scores_gemma":[0.00015851067,0.000008467283,0.024028651,0.00003168002,0.000012833943,3.6887235e-7,0.012334074,0.0005899858,0.00000716517,0.00011234498,0.9626659,0.000049980066],"about_ca_topic_score_codex":0.0021549244,"about_ca_topic_score_gemma":0.01004574,"teacher_disagreement_score":0.58263874,"about_ca_system_score_codex":0.000013631282,"about_ca_system_score_gemma":0.000044549968,"threshold_uncertainty_score":0.56057584},"labels":[],"label_agreement":null},{"id":"W3096512234","doi":"10.3390/ijgi9110644","title":"Seeing Climate Change: A Framework for Understanding Visualizations for Climate Adaptation","year":2020,"lang":"en","type":"article","venue":"ISPRS International Journal of Geo-Information","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley; University of Victoria","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Geovisualization; Interactivity; Adaptation (eye); Visualization; Data science; Computer science; Pace; Process (computing); Climate change; Human–computer interaction; Information visualization; Geography; Multimedia; Ecology; Psychology; Data mining","score_opus":0.6239123159481448,"score_gpt":0.5078467090351536,"score_spread":0.11606560691299117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096512234","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013399769,0.0000588203,0.96404016,0.030253828,0.0015675261,0.0006937366,0.00030539808,0.00006001805,0.0016805509],"genre_scores_gemma":[0.9562605,0.005450512,0.029883308,0.0058611925,0.0018349421,0.0001027054,0.0005841579,0.00001799853,0.0000046503046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983709,0.000079872356,0.00069811544,0.00007323872,0.000532689,0.00024521528],"domain_scores_gemma":[0.9971443,0.00042106395,0.0009380026,0.00007801406,0.0012866897,0.00013193685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010498303,0.00010905199,0.00016315155,0.00026942042,0.00064642454,0.00040267722,0.00042137658,0.00012745545,0.00012680491],"category_scores_gemma":[0.0014347864,0.000115921815,0.00017779974,0.00022098095,0.00005583993,0.0036885475,0.000052181946,0.00014020067,0.000025567508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063299347,0.000043412365,0.0005584439,0.00012776333,0.00007525785,4.0225558e-7,0.155175,0.00073802634,0.000040996256,0.7902978,0.0012101328,0.05109974],"study_design_scores_gemma":[0.00393565,0.00055197015,0.0011011938,0.00082445546,0.00017809897,0.0000133782405,0.23378074,0.13397536,0.00006439562,0.062264692,0.5626997,0.00061039435],"about_ca_topic_score_codex":0.000031254785,"about_ca_topic_score_gemma":0.00006371016,"teacher_disagreement_score":0.95492053,"about_ca_system_score_codex":0.00041301793,"about_ca_system_score_gemma":0.00009452042,"threshold_uncertainty_score":0.497184},"labels":[],"label_agreement":null},{"id":"W3096562941","doi":"10.1007/978-3-030-52324-4_18","title":"The Challenge of Synthesis: Lessons from Arctic Climate Predictions: Pathways to Resilient, Sustainable Societies (ARCPATH)","year":2020,"lang":"en","type":"book-chapter","venue":"Springer polar sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Context (archaeology); Sustainability; Relevance (law); Political science; Engineering ethics; Climate change; Management science; Engineering; Environmental resource management; Knowledge management; Environmental planning; Computer science; Geography; Environmental science; Ecology","score_opus":0.27959929059576843,"score_gpt":0.37734260398845926,"score_spread":0.09774331339269082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096562941","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086769933,0.011361179,0.00003998449,0.07179786,0.000727745,0.0009839726,0.0004810539,0.00023880428,0.9135017],"genre_scores_gemma":[0.6622766,0.26961786,0.0008484556,0.00086312444,0.0014067315,0.00026047326,0.000046152196,0.000102077116,0.06457851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972251,0.0002333001,0.00046431855,0.0005439582,0.00096073246,0.0005725583],"domain_scores_gemma":[0.99757946,0.000872073,0.0003872146,0.0006505297,0.0002940948,0.00021662087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0023896482,0.0002506634,0.00034704656,0.00015382125,0.0037053847,0.00034946727,0.0016174131,0.00024883557,0.0005904505],"category_scores_gemma":[0.0008589366,0.00020563733,0.00022753792,0.00023051498,0.0018556594,0.00026376397,0.0006257705,0.00039202475,0.00017720177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018920673,0.000030605537,0.00020729205,0.000093749935,0.000039208535,0.0000021106796,0.040805727,0.0000067700607,0.000054685563,0.95193166,0.0012209133,0.005588332],"study_design_scores_gemma":[0.000082427876,0.0001447091,0.0008647743,0.0006894796,0.000101304155,3.036672e-7,0.084335886,0.00004827426,0.00002799398,0.11106268,0.8021821,0.00046007513],"about_ca_topic_score_codex":0.0023544487,"about_ca_topic_score_gemma":0.0044923383,"teacher_disagreement_score":0.8489232,"about_ca_system_score_codex":0.00026010987,"about_ca_system_score_gemma":0.0004145178,"threshold_uncertainty_score":0.9975917},"labels":[],"label_agreement":null},{"id":"W3098834999","doi":"10.1371/journal.pone.0241972","title":"Using interpersonal communication strategies to encourage science conversations on social media","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Dalhousie University","keywords":"Social media; Interpersonal communication; Science communication; Conversation; Psychology; Public relations; Internet privacy; Sociology; Social psychology; Science education; Political science; World Wide Web; Computer science; Communication; Pedagogy","score_opus":0.8270407838864258,"score_gpt":0.476700865567515,"score_spread":0.35033991831891076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098834999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9036342,0.000025843592,0.0001798898,0.03892561,0.000043893382,0.0002397227,0.000029956818,0.0001166818,0.056804184],"genre_scores_gemma":[0.9960515,0.0001903067,0.0021389197,0.0013826702,0.00018079132,0.000010733016,0.000020672196,0.0000058712085,0.000018526109],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989306,0.00015534784,0.00011716648,0.00013637244,0.00050080166,0.0001597136],"domain_scores_gemma":[0.99929166,0.00016000916,0.0000560651,0.00015889261,0.00019269531,0.00014066606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040692952,0.00005840543,0.00009207283,0.0000774498,0.0011848299,0.00019738311,0.00050492276,0.000041341555,0.0010234334],"category_scores_gemma":[0.000472327,0.00006669279,0.00002387174,0.0005249691,0.00047407747,0.00036521384,0.0001057137,0.0001354577,0.00017949521],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029749763,0.00035611753,0.00044731083,0.000016256623,0.00001775333,4.3419925e-7,0.8763693,0.000013804923,0.06998547,0.050036974,0.0003551533,0.002371656],"study_design_scores_gemma":[0.00066312257,0.00013257936,0.021014912,0.00031546014,0.00010758798,3.5727555e-7,0.9615615,0.0060864566,0.002534004,0.002105154,0.0048477217,0.0006311483],"about_ca_topic_score_codex":0.0002721712,"about_ca_topic_score_gemma":0.0014276025,"teacher_disagreement_score":0.09241729,"about_ca_system_score_codex":0.00016309577,"about_ca_system_score_gemma":0.00020305032,"threshold_uncertainty_score":0.9998898},"labels":[],"label_agreement":null},{"id":"W3107130989","doi":"10.1016/s2542-5196(20)30248-5","title":"Amplifying the voice of youth through planetary health films","year":2020,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Global Health Research; York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Astrobiology; Communication; Audiology; Psychology; Medicine; Biology","score_opus":0.7190176312864033,"score_gpt":0.4744257436290529,"score_spread":0.2445918876573504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107130989","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05242351,0.009677516,0.0001556764,0.9090848,0.00045163409,0.0012221585,0.0016236128,0.00025866245,0.02510246],"genre_scores_gemma":[0.83952135,0.05455099,0.00057939976,0.10222074,0.0011065768,0.0000071925947,0.0019423887,0.000014256208,0.000057125526],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974917,0.00115664,0.00036824177,0.0001759514,0.00035020837,0.00045723905],"domain_scores_gemma":[0.99856734,0.00042769828,0.00032671037,0.0004985017,0.000023809678,0.00015592705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016418085,0.00011802742,0.00035847633,0.000014612023,0.0010989547,0.00003322901,0.00082852587,0.000051586005,0.00049325876],"category_scores_gemma":[0.000064330416,0.00007501523,0.000046394063,0.0002588883,0.00024324837,0.00010252673,0.000073310875,0.00039471494,0.00013078962],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022071255,0.000056983412,0.013947124,0.0004489545,0.000046919813,0.0000011034922,0.82033896,0.00042998246,0.000012878307,0.004553634,0.13911977,0.02082296],"study_design_scores_gemma":[0.00074216956,0.00033972695,0.05995841,0.00019492742,0.000023918124,0.000005524961,0.14871356,0.0009641892,0.0000014750183,0.0008381942,0.7879439,0.00027401143],"about_ca_topic_score_codex":0.04701438,"about_ca_topic_score_gemma":0.022362178,"teacher_disagreement_score":0.806864,"about_ca_system_score_codex":0.00004459081,"about_ca_system_score_gemma":0.00023040715,"threshold_uncertainty_score":0.99547714},"labels":[],"label_agreement":null},{"id":"W3107142453","doi":"10.48550/arxiv.2011.12443","title":"The Human Effect Requires Affect: Addressing Social-Psychological Factors of Climate Change with Machine Learning","year":2020,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychological intervention; Affect (linguistics); Climate change; Perception; Dilemma; Psychology; Social learning; Social dilemma; Carbon footprint; Applied psychology; Social psychology; Computer science; Knowledge management; Ecology; Greenhouse gas","score_opus":0.669197437044609,"score_gpt":0.3911414312260108,"score_spread":0.2780560058185982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107142453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983308,0.00011820542,0.00006927851,0.00055946887,0.00011672205,0.0004928439,0.000029639863,0.00017994767,0.015125877],"genre_scores_gemma":[0.9948708,0.004647914,0.0000063655166,0.000035047873,0.00016099965,0.000003663989,0.000107116044,0.00002000408,0.0001480903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975264,0.0013976127,0.0001675858,0.00044222947,0.00014479837,0.00032136645],"domain_scores_gemma":[0.9985592,0.00044342456,0.00044679965,0.0003589858,0.00008827174,0.000103369406],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007611746,0.00022320183,0.0003336762,0.00008017846,0.0022264698,0.00011347305,0.0007890848,0.0002912459,0.00015800708],"category_scores_gemma":[0.00011614438,0.00017170137,0.00016283293,0.00036104512,0.0007219597,0.00012675862,0.00063229044,0.00079018064,0.000013384949],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084696047,0.0003477632,0.7551254,0.0008164836,0.00027159255,0.00008269944,0.1192032,0.0007512179,0.0011472007,0.10156247,0.00018656842,0.01965846],"study_design_scores_gemma":[0.0039263195,0.00241175,0.87985843,0.001907408,0.0012095997,0.0000025420493,0.07295202,0.009881045,0.000136675,0.008977884,0.015793137,0.0029432096],"about_ca_topic_score_codex":0.0016687086,"about_ca_topic_score_gemma":0.0037879224,"teacher_disagreement_score":0.12473303,"about_ca_system_score_codex":0.00014615987,"about_ca_system_score_gemma":0.000021980877,"threshold_uncertainty_score":0.9990725},"labels":[],"label_agreement":null},{"id":"W3107627580","doi":"10.1080/07393148.2020.1847540","title":"Crisis Atmospheres: Sensing Life on Alert, A Visceral Response to Timothy Luke’s <i>Anthropocene Alerts</i>","year":2020,"lang":"en","type":"article","venue":"New Political Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Anthropocene; State (computer science); Moment (physics); History; Environmental ethics; Computer science; Philosophy; Physics","score_opus":0.33022962772577025,"score_gpt":0.45618380965368527,"score_spread":0.12595418192791502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3107627580","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28290457,0.00001694954,0.001082667,0.5902121,0.00032197963,0.00030465503,0.000013823003,0.00023534695,0.1249079],"genre_scores_gemma":[0.9112716,0.00006055247,0.0017794073,0.08589994,0.00055205374,0.0000022336292,0.0000015924039,0.000012263549,0.00042039267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700207,0.00036583986,0.00023724456,0.00047708754,0.0008862458,0.0010315332],"domain_scores_gemma":[0.9961283,0.00040024566,0.000041358566,0.00038242023,0.00014381942,0.002903815],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010796702,0.00014290147,0.00017724895,0.000043726897,0.0011151718,0.0003000344,0.0007023664,0.000086395194,0.0021925806],"category_scores_gemma":[0.0036656596,0.00013670867,0.0000720208,0.0011367194,0.00096705725,0.00026200613,0.0002086758,0.00019693447,0.0011933855],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021358603,0.0003776861,0.0016337022,0.000034478708,0.000018265684,0.00003354519,0.16476226,0.00010662285,0.029201355,0.43447363,0.28210714,0.08511545],"study_design_scores_gemma":[0.000981994,0.0008414119,0.019705541,0.00012885673,0.000026129963,0.0000044429253,0.04463423,0.0023669514,0.002155616,0.0027938273,0.92543906,0.0009219232],"about_ca_topic_score_codex":0.00771092,"about_ca_topic_score_gemma":0.0008252814,"teacher_disagreement_score":0.64333194,"about_ca_system_score_codex":0.0005016605,"about_ca_system_score_gemma":0.00095716666,"threshold_uncertainty_score":0.9995843},"labels":[],"label_agreement":null},{"id":"W3111298075","doi":"10.1080/09647775.2020.1842235","title":"Museums and climate action: a special issue of <i>Museum Management and Curatorship</i>","year":2020,"lang":"en","type":"article","venue":"Museum Management and Curatorship","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Political science","score_opus":0.3272289342683449,"score_gpt":0.3889291903932053,"score_spread":0.06170025612486041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111298075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6898778,0.0024860124,0.00017635642,0.056707673,0.0015283399,0.0026407659,0.00007737472,0.0005269066,0.24597874],"genre_scores_gemma":[0.94232374,0.054418877,0.00020517317,0.0015847642,0.0009285897,0.000046225374,0.000024827857,0.000024886313,0.0004428908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983002,0.00024770308,0.0003398788,0.0004079679,0.00034786426,0.0003563873],"domain_scores_gemma":[0.99919796,0.00006339773,0.000166399,0.00025844143,0.000045927005,0.00026786167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058213255,0.00021759023,0.00026418007,0.00013596742,0.0005608512,0.00023412003,0.00023937029,0.00010601841,0.0006850291],"category_scores_gemma":[0.000023343377,0.00022535442,0.000050033737,0.00042836455,0.00031037023,0.00040775526,0.0003862362,0.00015109227,0.000040399762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007414521,0.00047113956,0.10756623,0.005484261,0.00046599843,0.00005907372,0.14905357,0.0000024477454,0.0002636734,0.4484123,0.06721015,0.2202697],"study_design_scores_gemma":[0.0008466127,0.00009162857,0.025615769,0.00009417998,0.00012528923,0.0000011371441,0.040927734,0.000048834638,0.000021581383,0.0007356338,0.931149,0.00034262013],"about_ca_topic_score_codex":0.00011087468,"about_ca_topic_score_gemma":0.0007189059,"teacher_disagreement_score":0.8639388,"about_ca_system_score_codex":0.000037073372,"about_ca_system_score_gemma":0.000007856975,"threshold_uncertainty_score":0.9189687},"labels":[],"label_agreement":null},{"id":"W3112906725","doi":"10.1177/1075547020971639","title":"Assessment by Audiences Shows Little Effect of Science Communication Training","year":2020,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Competence (human resources); Pace; Science communication; Psychology; Public speaking; Communication skills; Training (meteorology); Medical education; Applied psychology; Science education; Social psychology; Mathematics education; Medicine; Political science","score_opus":0.413485216172738,"score_gpt":0.5057058848391683,"score_spread":0.09222066866643036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112906725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77723914,0.0011303915,0.0004391186,0.019745512,0.00016543509,0.00081024773,0.000023175942,0.00021354388,0.20023343],"genre_scores_gemma":[0.9927519,0.0041688844,0.0025456562,0.00033887583,0.00002524436,0.000053334592,0.000039002454,0.000008613541,0.000068473346],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9965631,0.0009466474,0.00042905426,0.00037400244,0.0012517191,0.00043550227],"domain_scores_gemma":[0.9966778,0.0006510066,0.00040019423,0.0014283808,0.00054157496,0.0003010158],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009703321,0.00014276674,0.0002470861,0.00020356118,0.0038713964,0.00030890372,0.0047232555,0.0000712316,0.00034572775],"category_scores_gemma":[0.0018662756,0.00013780342,0.000064383916,0.003062208,0.011745538,0.0017070103,0.0007779792,0.0003122795,0.00003134305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004182041,0.00014834089,0.013862498,0.000061789586,0.000010673631,1.1787589e-7,0.46140894,0.000055916364,0.29519823,0.06724076,0.0013264744,0.16064441],"study_design_scores_gemma":[0.003658952,0.0021969983,0.10688532,0.0010104581,0.00019127814,0.0000055345713,0.5310455,0.04472676,0.061625548,0.0065894267,0.23942286,0.0026414015],"about_ca_topic_score_codex":0.0007087947,"about_ca_topic_score_gemma":0.00046135765,"teacher_disagreement_score":0.23809639,"about_ca_system_score_codex":0.00036501937,"about_ca_system_score_gemma":0.00077996554,"threshold_uncertainty_score":0.99742544},"labels":[],"label_agreement":null},{"id":"W3112923268","doi":"10.1017/can.2020.45","title":"Understanding the Problem of “Hype”: Exaggeration, Values, and Trust in Science","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta; Montana State University","keywords":"Exaggeration; Epistemology; Variety (cybernetics); Context (archaeology); Journalism; Value (mathematics); Sociology; Psychology; Philosophy; Media studies; History; Computer science; Psychoanalysis","score_opus":0.589016986892307,"score_gpt":0.390232543620996,"score_spread":0.19878444327131095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112923268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48090026,0.0014899423,0.0004840756,0.34923205,0.00026195814,0.00040182789,0.000017260005,0.00000825264,0.16720437],"genre_scores_gemma":[0.9987744,0.00030940952,0.00015371983,0.000604342,0.00014693075,4.2784248e-7,3.9390093e-7,0.0000024028425,0.000007938238],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99941146,0.000096047486,0.00017662489,0.00004937851,0.00016159307,0.0001049182],"domain_scores_gemma":[0.99941355,0.000049073325,0.00011836872,0.000056445482,0.00011550814,0.00024704478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009483283,0.000032504122,0.00007271036,0.00014076316,0.0004173593,0.00006693274,0.00026103784,0.000022904394,0.00010877845],"category_scores_gemma":[0.00015352214,0.00002640578,0.000018412215,0.00046986266,0.00070593605,0.00022279222,0.000010038156,0.00011438322,0.0000011820008],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017509934,0.000014808507,0.037699223,0.000034382836,0.000008896418,0.000007703681,0.47059134,0.0000966794,0.0010412304,0.48616156,0.0010267544,0.00329992],"study_design_scores_gemma":[0.0013165568,0.00036137385,0.03644808,0.00046270076,0.00004123599,0.000024147392,0.17752123,0.0007902391,0.00009291396,0.74791616,0.03465264,0.00037274088],"about_ca_topic_score_codex":0.0020632024,"about_ca_topic_score_gemma":0.025962204,"teacher_disagreement_score":0.5178742,"about_ca_system_score_codex":0.00020081614,"about_ca_system_score_gemma":0.0008394005,"threshold_uncertainty_score":0.99181145},"labels":[],"label_agreement":null},{"id":"W3113749055","doi":"10.1080/0145935x.2020.1834914","title":"CO-Vigilance: Radical Posturing for Uncertain Times","year":2020,"lang":"en","type":"article","venue":"Child & Youth Services","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Anthropocene; Humanity; Vigilance (psychology); Environmental ethics; Epoch (astronomy); History; Political science; Psychology; Philosophy; Law; Astronomy; Physics","score_opus":0.30662031044434085,"score_gpt":0.42319626692023204,"score_spread":0.1165759564758912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113749055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6263126,0.0025248274,0.000120798904,0.12347134,0.00045241875,0.0013333951,0.00035476603,0.0007469774,0.24468283],"genre_scores_gemma":[0.9894804,0.0011343968,0.00018707843,0.007954505,0.00080411753,0.000016630682,0.00030472732,0.000012620218,0.000105555715],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991888,0.0000825635,0.00014521313,0.00018549056,0.00018111276,0.00021683343],"domain_scores_gemma":[0.99948406,0.00007638881,0.00007095507,0.00015881796,0.00005133572,0.00015841948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022689963,0.00009044738,0.00012975217,0.000023372244,0.0006993281,0.00010450036,0.00043531158,0.00007999045,0.0005579525],"category_scores_gemma":[0.000027246744,0.000087288485,0.00006798067,0.00014063793,0.000093512936,0.0001525073,0.000036481844,0.0001073758,0.00011985341],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016505148,0.00009209288,0.016514532,0.00044198564,0.000037804435,0.0000010325335,0.9663497,0.000023835635,0.00033840863,0.0075345025,0.0016823945,0.00681862],"study_design_scores_gemma":[0.0013068775,0.00011643356,0.011910188,0.00028570023,0.00006513313,8.5056854e-7,0.28115922,0.0012266696,0.00023711943,0.00066176016,0.7024929,0.0005371584],"about_ca_topic_score_codex":0.0005217537,"about_ca_topic_score_gemma":0.0007978798,"teacher_disagreement_score":0.7008105,"about_ca_system_score_codex":0.00003031807,"about_ca_system_score_gemma":0.000025604655,"threshold_uncertainty_score":0.6109189},"labels":[],"label_agreement":null},{"id":"W3115567315","doi":"10.15353/cjds.v9i1.602","title":"Review of \"The Tiger Flu,\" by Larissa Lai","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tiger; Geography; Quarantine; Fishery; Socioeconomics; Veterinary medicine; Ecology; Biology; Medicine; Sociology","score_opus":0.5813969168678638,"score_gpt":0.47859207964224526,"score_spread":0.1028048372256185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115567315","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.116804145,0.216492,0.0000020685636,0.65631235,0.0004400332,0.00029007863,0.000079208294,0.0000062550325,0.009573877],"genre_scores_gemma":[0.89644927,0.095657736,0.000018694012,0.00762201,0.00013932,0.0000019539814,0.0000016036977,0.0000036428019,0.00010575612],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910045,0.0003129287,0.00028143433,0.00005200101,0.0001437424,0.00010944136],"domain_scores_gemma":[0.99905175,0.00011676545,0.00016923301,0.0001427154,0.00029711422,0.00022242698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076135946,0.000047217283,0.00019424914,0.0000083640825,0.00030625373,0.000011174702,0.00033160226,0.000026129357,0.00065397285],"category_scores_gemma":[0.0026593104,0.000033836153,0.000114923474,0.00021178217,0.00088329404,0.000071755,0.000024172075,0.0001239128,0.0000072841067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056714935,0.00003729148,0.1593647,0.001424276,0.00008853171,5.493795e-7,0.110397704,4.4730928e-7,0.00004666173,0.00071001245,0.7108878,0.01703637],"study_design_scores_gemma":[0.00007976744,0.00002720179,0.013150646,0.0009728175,0.00004017933,4.8360715e-7,0.036601502,3.5421388e-7,0.00000868386,0.00026439133,0.94879484,0.000059119197],"about_ca_topic_score_codex":0.004487782,"about_ca_topic_score_gemma":0.1679372,"teacher_disagreement_score":0.77964514,"about_ca_system_score_codex":0.00021908405,"about_ca_system_score_gemma":0.00025911376,"threshold_uncertainty_score":0.84724575},"labels":[],"label_agreement":null},{"id":"W3115878080","doi":"10.1525/elementa.2020.081","title":"Imagination and transformations to sustainable and just futures","year":2020,"lang":"en","type":"article","venue":"Elementa Science of the Anthropocene","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Transformational leadership; Transformative learning; Deliberation; Sustainability; Interdependence; Agency (philosophy); Futures contract; Sociology; Epistemology; Psychology; Political science; Social psychology; Social science; Politics; Business","score_opus":0.21520302819748136,"score_gpt":0.44922569224650766,"score_spread":0.2340226640490263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115878080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7969587,0.00017009936,0.0001706382,0.18957075,0.00006885808,0.00033946207,0.000008319686,0.000017694912,0.012695487],"genre_scores_gemma":[0.99722105,0.0015278683,0.00029035547,0.00087000814,0.00002927288,0.000004025885,0.00000121512,0.0000016964393,0.00005449752],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99939644,0.000042697666,0.000091480164,0.000094452465,0.00023546604,0.00013946634],"domain_scores_gemma":[0.99965405,0.00001480595,0.000037606507,0.00009616139,0.00010799136,0.000089403075],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00050153874,0.000035641533,0.0000465426,0.000042526302,0.0013852303,0.000085127096,0.0002666762,0.000010897219,0.00019945855],"category_scores_gemma":[0.000116806405,0.000027950298,0.000010560429,0.0005675839,0.0009986353,0.0004424314,0.000121402154,0.000033763583,0.0000021260687],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032501626,0.00011305687,0.016630469,0.0001377278,0.000008180898,3.098868e-7,0.58538693,0.00002196914,0.05780212,0.20478968,0.008519415,0.12655765],"study_design_scores_gemma":[0.0005939523,0.00017155285,0.10558444,0.00004277158,0.000029851319,0.0000013042077,0.790402,0.0008162606,0.018080166,0.0030305996,0.08098528,0.00026180784],"about_ca_topic_score_codex":0.00057047914,"about_ca_topic_score_gemma":0.00027316817,"teacher_disagreement_score":0.2050151,"about_ca_system_score_codex":0.00004148593,"about_ca_system_score_gemma":0.000063564185,"threshold_uncertainty_score":0.9999148},"labels":[],"label_agreement":null},{"id":"W3116871562","doi":"","title":"Swachh Bharat Abhiyan and the canadian environment week: case studies in sustainable development campaigns","year":2020,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainable development; Collective action; Political science; Narrative; Action (physics); Public relations; Economic growth; Economics","score_opus":0.16835540370406835,"score_gpt":0.33202018992024873,"score_spread":0.16366478621618039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116871562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45818052,0.0032081897,0.00021197199,0.3150462,0.0004902118,0.0024137516,0.000032135995,0.0002867617,0.22013025],"genre_scores_gemma":[0.99582845,0.0018705409,0.00047690998,0.00092459604,0.00020862813,0.00023479089,0.00003766048,0.000016592701,0.00040181962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744284,0.0007851698,0.0004082972,0.00037140324,0.00041322157,0.00057909405],"domain_scores_gemma":[0.9986114,0.00027706148,0.0001421585,0.00026912152,0.00016949074,0.00053077575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014640798,0.00021197148,0.00027890084,0.00020123526,0.0026070755,0.00023641215,0.000370339,0.00021198909,0.000081300444],"category_scores_gemma":[0.0006731139,0.00017950671,0.00006237633,0.00044098252,0.00013943094,0.00028234202,0.00022887027,0.0003966874,0.000016192731],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008614596,0.00009880735,0.0006550719,0.0000562464,0.000047837282,0.00060572225,0.21373111,0.000027695154,0.000024241088,0.7829354,0.0003555701,0.0013761654],"study_design_scores_gemma":[0.00083827664,0.000018906812,0.0011354396,0.000028766659,0.000019397072,0.000279042,0.08692094,0.00012438095,0.000012108536,0.00019430509,0.910215,0.00021341277],"about_ca_topic_score_codex":0.00090012065,"about_ca_topic_score_gemma":0.29739508,"teacher_disagreement_score":0.9098595,"about_ca_system_score_codex":0.0017235082,"about_ca_system_score_gemma":0.0008393709,"threshold_uncertainty_score":0.9986914},"labels":[],"label_agreement":null},{"id":"W3117881397","doi":"10.22215/etd/2019-13531","title":"\"When Will the World End Already?: Climate Change, Christian Eschatology, and the Hollywood Blockbuster after 9/11\"","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Hollywood; Eschatology; Drama; Climate change; Art; Aesthetics; Environmental ethics; Literature; History; Philosophy; Art history","score_opus":0.15317714678082617,"score_gpt":0.3939309413655942,"score_spread":0.24075379458476803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117881397","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24551655,0.008282163,0.0000045045886,0.110808685,0.0032629413,0.0044183484,0.00016998989,0.000256735,0.62728006],"genre_scores_gemma":[0.8864627,0.024690254,0.000052881573,0.007096975,0.0007616526,0.0008411483,0.00073392654,0.0000569361,0.07930355],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977705,0.00072499656,0.0003352818,0.00035701145,0.00037466423,0.00043756742],"domain_scores_gemma":[0.9982051,0.0005433066,0.00026993244,0.0007474585,0.00014606035,0.00008812714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012613866,0.00028878386,0.0003669238,0.00014385975,0.0009804261,0.00034516666,0.0006974374,0.00034686367,0.007623064],"category_scores_gemma":[0.00006555105,0.00016530219,0.00015372041,0.00022865355,0.00069522636,0.0002396158,0.00014701413,0.00044944766,0.00024183116],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010662077,0.00014845764,0.0129533205,0.0003297771,0.00015467628,0.000004710754,0.7796087,2.2691772e-7,0.000014754195,0.13611138,0.020361464,0.049246315],"study_design_scores_gemma":[0.0012321505,0.000024635105,0.03095765,0.00026098208,0.00026650133,0.0000037621778,0.139823,0.00008808514,0.000005278546,0.0015070471,0.82527345,0.00055742747],"about_ca_topic_score_codex":0.008466739,"about_ca_topic_score_gemma":0.5080803,"teacher_disagreement_score":0.80491203,"about_ca_system_score_codex":0.000052945572,"about_ca_system_score_gemma":0.000053566495,"threshold_uncertainty_score":0.998136},"labels":[],"label_agreement":null},{"id":"W3118396830","doi":"10.1177/0963662520982540","title":"Co-producing uncertainty in public science: The case of genomic selection in forestry","year":2021,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"Genome Canada","keywords":"Selection (genetic algorithm); Forestry; Political science; Computer science; Geography; Artificial intelligence","score_opus":0.5320797320514963,"score_gpt":0.4481629911374109,"score_spread":0.08391674091408535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118396830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704504,0.000056548848,0.0002020689,0.006852902,0.00013016703,0.00015348494,0.0000028264203,0.000014643609,0.022136949],"genre_scores_gemma":[0.9993962,0.0003805387,0.00011334068,0.000049278908,0.000022853093,0.0000059407926,0.0000016752241,0.0000032329308,0.000026919532],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99821305,0.00020582128,0.0003031967,0.00030945323,0.0005290753,0.00043941947],"domain_scores_gemma":[0.998887,0.00022704406,0.00017018063,0.0002777962,0.0003409452,0.00009703469],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0091667175,0.000063895626,0.00012201494,0.00061734504,0.0014653287,0.00029272036,0.0007302452,0.00004433502,0.00017203754],"category_scores_gemma":[0.001987941,0.000056921177,0.000028303451,0.0064881435,0.006511875,0.0010879495,0.00012800371,0.00017675677,0.0000014034822],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000101414535,0.00021757018,0.13634881,0.00004366386,0.0000035826438,0.0000128439215,0.14540647,0.0004004681,0.09013297,0.6197287,0.00004030861,0.0076545156],"study_design_scores_gemma":[0.0006038818,0.00004594069,0.099832915,0.00010458931,0.00000532766,0.000089063986,0.85939103,0.010561261,0.0016002229,0.026658228,0.00083995226,0.00026759546],"about_ca_topic_score_codex":0.004070961,"about_ca_topic_score_gemma":0.05726829,"teacher_disagreement_score":0.71398455,"about_ca_system_score_codex":0.002020855,"about_ca_system_score_gemma":0.002725553,"threshold_uncertainty_score":0.99983466},"labels":[],"label_agreement":null},{"id":"W3118533016","doi":"10.1038/s41591-020-01207-3","title":"What do journalists say about covering science during the COVID-19 pandemic?","year":2021,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Mainstream; Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Expert opinion; Political science; Public relations; Medicine; Virology; Law; Infectious disease (medical specialty)","score_opus":0.27029771556152576,"score_gpt":0.5010791154820226,"score_spread":0.2307813999204968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118533016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71029,0.045962043,0.000053652577,0.21611848,0.00360885,0.00020671371,0.000004087594,0.000119592194,0.023636548],"genre_scores_gemma":[0.86755127,0.11588236,0.000022443859,0.013774548,0.0009973528,0.00000492719,0.000007967814,0.0000057934844,0.0017533669],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833983,0.00024965493,0.00016940161,0.00019530332,0.00079162326,0.00025417973],"domain_scores_gemma":[0.9986483,0.00034617356,0.00009828995,0.00038706808,0.00027086018,0.00024931345],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029276602,0.000079306934,0.00012278903,0.00008244932,0.0018833089,0.00025678577,0.00058253674,0.00013983525,0.0025884956],"category_scores_gemma":[0.0037132725,0.00005239505,0.00003543414,0.0009099679,0.0010488317,0.00042048685,0.00013211883,0.00068386557,0.000015548234],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009249292,0.00010775336,0.11024575,0.00021955241,0.000043903645,0.00010657637,0.607185,0.000053574724,0.15472576,0.040958356,0.013288748,0.07297251],"study_design_scores_gemma":[0.00048102564,0.000009034514,0.02731746,0.00025171522,0.000013693146,0.00007642448,0.06285474,0.000011894415,0.00012920459,0.00085170614,0.90789586,0.000107220054],"about_ca_topic_score_codex":0.0003208328,"about_ca_topic_score_gemma":0.0049557355,"teacher_disagreement_score":0.8946071,"about_ca_system_score_codex":0.0005064537,"about_ca_system_score_gemma":0.00038675734,"threshold_uncertainty_score":0.9994161},"labels":[],"label_agreement":null},{"id":"W3119219178","doi":"10.22215/etd/2008-08308","title":"The role of ethos in the sceptical discourse on climate change: an investigation of authorial stance in the Drudge report","year":2008,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Ottawa","keywords":"Ethos; Skepticism; Humanities; Political science; Sociology; Art; Philosophy; Epistemology; Law","score_opus":0.3557175711990212,"score_gpt":0.5013676798295791,"score_spread":0.14565010863055788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119219178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9424921,0.00017785431,5.718623e-7,0.0040030493,0.0003764454,0.0009232068,0.000019225658,0.000013642495,0.051993873],"genre_scores_gemma":[0.9906412,0.007789191,0.000032055545,0.00016555021,0.00034136063,0.00020534825,0.00060160854,0.000011673484,0.00021203284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9964165,0.0017972166,0.0005781582,0.00020010075,0.00078282354,0.00022516433],"domain_scores_gemma":[0.9980386,0.000659929,0.00047147443,0.0006560301,0.00014067681,0.00003328627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048214216,0.00013655434,0.00020408008,0.00010144897,0.00045885995,0.000055005115,0.0008202212,0.00025327862,0.00006452935],"category_scores_gemma":[0.00037493178,0.00007482638,0.000077071825,0.00049896754,0.00046069417,0.00016863567,0.000019363908,0.0004482057,0.000004720797],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018616916,0.00018300877,0.0081679085,0.000031516905,0.000003889119,0.0000029842226,0.8513485,0.000001461767,0.00037736434,0.121381596,0.00016925647,0.01814635],"study_design_scores_gemma":[0.00020357025,0.0001039102,0.17537153,0.0001926449,0.000018330515,0.0000016022217,0.81532466,0.00009044497,0.00009365979,0.0053142225,0.0031365163,0.00014888046],"about_ca_topic_score_codex":0.0052035833,"about_ca_topic_score_gemma":0.19774589,"teacher_disagreement_score":0.1925423,"about_ca_system_score_codex":0.00007120687,"about_ca_system_score_gemma":0.00014205395,"threshold_uncertainty_score":0.81689316},"labels":[],"label_agreement":null},{"id":"W3119936891","doi":"10.3390/philosophies6010004","title":"Sisyphus and Climate Change: Educating in the Context of Tragedies of the Commons","year":2021,"lang":"en","type":"article","venue":"Philosophies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Capilano University","funders":"","keywords":"Humanity; Tragedy of the commons; Harm; Government (linguistics); Context (archaeology); Tragedy (event); Environmental ethics; Commons; Political science; Law and economics; Sociology; Law; Social science; History","score_opus":0.5239168048778305,"score_gpt":0.4494210010536504,"score_spread":0.07449580382418014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119936891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8494394,0.002337432,8.8511435e-8,0.11465208,0.000104141654,0.00014800344,0.000020989513,0.000006052834,0.033291843],"genre_scores_gemma":[0.9895198,0.009774239,0.000014568684,0.00055444177,0.00010264966,0.000019410681,0.0000032788328,0.000002466802,0.0000091716265],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992177,0.00037936523,0.00013846137,0.000055764405,0.00012558176,0.00008315613],"domain_scores_gemma":[0.999284,0.00034969216,0.000087586996,0.00020312676,0.00006422216,0.000011333611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005136493,0.000040127008,0.00009734756,0.000028070053,0.00026291507,0.000016088296,0.000198138,0.000027422455,0.00004617981],"category_scores_gemma":[0.00022863914,0.000026380014,0.00003440466,0.00025031422,0.00043469822,0.000063980755,0.00008219509,0.00008354502,8.2673245e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073363744,0.00012897166,0.05832607,0.00009232377,0.000006743125,3.1162395e-7,0.7154088,1.7180412e-7,0.0009496808,0.2062207,0.000118938406,0.018739965],"study_design_scores_gemma":[0.00027479258,0.00002290298,0.314631,0.0002857572,0.000027558111,0.000003091015,0.65011257,0.000010285221,0.00047412142,0.026821699,0.0072255135,0.00011073893],"about_ca_topic_score_codex":0.0007601931,"about_ca_topic_score_gemma":0.02146843,"teacher_disagreement_score":0.25630492,"about_ca_system_score_codex":0.000009183456,"about_ca_system_score_gemma":0.00001994949,"threshold_uncertainty_score":0.99638724},"labels":[],"label_agreement":null},{"id":"W3120189024","doi":"10.5204/mcj.1913","title":"Sick Cell","year":2001,"lang":"en","type":"article","venue":"M/C Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cell; Biology; Genetics","score_opus":0.5757596359926764,"score_gpt":0.483173355019277,"score_spread":0.09258628097339944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120189024","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31684327,0.00021552196,0.00018295163,0.008667867,0.00036179533,0.000030360025,4.6687498e-7,0.000027562779,0.67367023],"genre_scores_gemma":[0.97126704,0.015066056,0.00018522894,0.0005512626,0.00080430735,8.267009e-7,0.0000015885598,0.0000039200117,0.012119767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999507,0.00011855621,0.00007779501,0.000032358406,0.00014147261,0.00012278194],"domain_scores_gemma":[0.99971217,0.000027288595,0.00004343222,0.000076273565,0.00005290148,0.00008793407],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046635044,0.000026660691,0.00003534807,0.000032008535,0.000596744,0.00009799335,0.00016462323,0.00003096603,0.00988089],"category_scores_gemma":[0.000026162343,0.000024682324,0.00003360844,0.000094667106,0.000046543795,0.00011492315,0.000014227071,0.00013058011,0.000530213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007053149,0.00045550923,0.066690125,0.000008213571,0.000014529332,0.000051784657,0.23437738,0.00002156654,0.005814832,0.009245774,0.15127978,0.53196996],"study_design_scores_gemma":[0.000111020236,0.0000114363265,0.003690854,0.0000045668135,0.0000021932074,0.000013761863,0.008143551,0.000011852254,0.0000074855297,0.0009725375,0.98699063,0.000040090177],"about_ca_topic_score_codex":0.00013931858,"about_ca_topic_score_gemma":0.0008091638,"teacher_disagreement_score":0.8357109,"about_ca_system_score_codex":0.000059224698,"about_ca_system_score_gemma":0.000032998905,"threshold_uncertainty_score":0.9910242},"labels":[],"label_agreement":null},{"id":"W3120405042","doi":"10.1177/2399654420981601","title":"Towards a sensory politics of the Anthropocene: Exploring activist-artistic approaches to politicizing air pollution","year":2021,"lang":"en","type":"article","venue":"Environment and Planning C Politics and Space","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Anthropocene; Politics; Framing (construction); Sociology; Environmental politics; Agonism; Environmental ethics; Commodification; Aesthetics; Epistemology; Political science; History; Art; Archaeology; Law; Philosophy","score_opus":0.5158944478299645,"score_gpt":0.3705035314138522,"score_spread":0.1453909164161123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120405042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747064,0.0005444808,0.0003841798,0.013943578,0.00011680862,0.00010691444,0.00004345417,0.000015147386,0.010139032],"genre_scores_gemma":[0.9966451,0.0015505194,0.00050183845,0.00034341504,0.00013625441,0.0000062571225,0.00000768665,0.000008259449,0.00080067303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99911636,0.00015916176,0.00012239392,0.00014817195,0.00018255562,0.0002713763],"domain_scores_gemma":[0.9995206,0.00008606567,0.00005008679,0.00018296152,0.0000117981535,0.00014849413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019786105,0.000089457055,0.000120005025,0.000037614656,0.00067099015,0.00003754827,0.00007041369,0.000053077616,0.00003253055],"category_scores_gemma":[0.000113726644,0.00008214573,0.000030496156,0.00006712264,0.00029274236,0.00006841161,0.00012836038,0.000099300334,0.0000021775274],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012943217,0.00017234967,0.07457832,0.0001709234,0.000055002176,0.000007709526,0.18985541,0.0006139466,0.0024744452,0.7255475,0.00028264045,0.0062287953],"study_design_scores_gemma":[0.00047392497,0.00008225407,0.67698264,0.00034355992,0.000113419635,0.000016687316,0.18454199,0.0007551379,0.004780602,0.008968012,0.12239146,0.0005503101],"about_ca_topic_score_codex":0.0006766241,"about_ca_topic_score_gemma":0.000034104403,"teacher_disagreement_score":0.7165795,"about_ca_system_score_codex":0.000091035865,"about_ca_system_score_gemma":0.00004560064,"threshold_uncertainty_score":0.5160782},"labels":[],"label_agreement":null},{"id":"W3120996686","doi":"10.22541/au.160747507.73840427/v1","title":"Ecology and Evolutionary Biology Must Make Room for BIPOC Scholars","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Indigenous; Representation (politics); Power (physics); Sociology; Ecology; Racism; Political science; Affect (linguistics); Public relations; Environmental ethics; Law; Biology; Politics","score_opus":0.4857162989357882,"score_gpt":0.4762139747330404,"score_spread":0.009502324202747825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120996686","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2860626,0.005470924,0.0056420695,0.41117576,0.0057248273,0.0053308243,0.0013426748,0.0011284727,0.27812183],"genre_scores_gemma":[0.95632076,0.024087368,0.009669073,0.004145926,0.0009448155,0.00041415615,0.001493073,0.00002729627,0.0028975154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989009,0.00031275747,0.00018855122,0.00032737397,0.0000683422,0.00020206167],"domain_scores_gemma":[0.99912786,0.00027856696,0.00010084152,0.00025112752,0.00012877147,0.00011280196],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046027778,0.00011447039,0.0002026558,0.00008341645,0.0004921254,0.00006558418,0.00034874413,0.0005124187,0.0012710843],"category_scores_gemma":[0.00037558767,0.000118688855,0.000077616925,0.000076616685,0.00025160468,0.000043172833,0.00061588926,0.00032627853,0.000059004808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022641718,0.00039578977,0.11043762,0.0005967445,0.00025129865,0.0000024720057,0.057163388,0.00003354954,0.0022216453,0.51835406,0.07942186,0.23089515],"study_design_scores_gemma":[0.0002728994,0.000058747486,0.0420999,0.000018861328,0.000030299758,8.22646e-7,0.005017621,0.0004766999,0.000001996701,0.08130465,0.870472,0.00024547402],"about_ca_topic_score_codex":0.0010745225,"about_ca_topic_score_gemma":0.011019326,"teacher_disagreement_score":0.7910502,"about_ca_system_score_codex":0.0001284916,"about_ca_system_score_gemma":0.0001690261,"threshold_uncertainty_score":0.9996419},"labels":[],"label_agreement":null},{"id":"W3121445256","doi":"10.20472/iac.2018.037.003","title":"COMMUNICATING POSITIVE ACTIONS ABOUT CLIMATE CHANGE IN FRENCH CANADA: EXPERIMENTING AND EVALUATING AN INNOVATIVE WEB MEDIA","year":2018,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science; Climate change; World Wide Web; Data science; Ecology","score_opus":0.5992606735139915,"score_gpt":0.5327549693108864,"score_spread":0.06650570420310509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121445256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9061406,0.00013541002,0.0000030370015,0.0020004113,0.0001214764,0.00025421876,0.000020454052,0.000048430273,0.09127596],"genre_scores_gemma":[0.9963665,0.00097236945,0.0014934578,0.0007801409,0.00022034663,0.00007191858,0.000060254617,0.000009190623,0.00002581698],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99845964,0.00057887525,0.0002476977,0.00017528931,0.00023556064,0.00030295414],"domain_scores_gemma":[0.99883264,0.00033256394,0.00013288255,0.00027158266,0.00034496887,0.00008535688],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014065204,0.00009315535,0.000123548,0.00009982657,0.0012897924,0.000087627464,0.00025029012,0.000065420274,0.00071118225],"category_scores_gemma":[0.00031029433,0.00009868942,0.000009607951,0.00058871706,0.00029900204,0.00042917562,0.0002007325,0.00017353402,0.0000060425614],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008764824,0.00007430055,0.057655778,0.0000067560327,0.000007284532,5.298367e-7,0.8143199,1.5769601e-7,0.0052753775,0.011371043,0.000064903805,0.1112152],"study_design_scores_gemma":[0.00061727065,0.00010249684,0.6174453,0.0002502678,0.000009962235,0.000001534811,0.3689535,0.0077173263,0.00031228078,0.00013823075,0.0040487396,0.00040311797],"about_ca_topic_score_codex":0.80797166,"about_ca_topic_score_gemma":0.99428064,"teacher_disagreement_score":0.5597895,"about_ca_system_score_codex":0.0003038794,"about_ca_system_score_gemma":0.00021128872,"threshold_uncertainty_score":0.99201703},"labels":[],"label_agreement":null},{"id":"W3121962550","doi":"","title":"PsychDisclosure.Org: Grassroot Support for Reforming Reporting Standards in Psychology","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Grassroots; Reliability (semiconductor); Appreciative inquiry; Psychology; Interpretation (philosophy); Sample (material); Political science; Applied psychology; Public relations; Computer science; Law; Psychotherapist","score_opus":0.264828135574578,"score_gpt":0.5035814090109718,"score_spread":0.2387532734363938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121962550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9176532,0.00096477807,0.0030321705,0.021476638,0.0006385116,0.00068667583,0.0000062732183,0.0000725724,0.05546917],"genre_scores_gemma":[0.9792024,0.018247662,0.00016861748,0.0003229962,0.00037177213,0.0000586724,0.000014451929,0.000017798766,0.001595627],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99691784,0.00018954124,0.0007582014,0.00016980132,0.0003170383,0.0016475462],"domain_scores_gemma":[0.99867517,0.000056095716,0.0006748607,0.0002093947,0.00029436918,0.00009011446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010608109,0.00009768799,0.00018404773,0.00015923579,0.0005941167,0.00006929397,0.00032778914,0.00012795748,0.00071584235],"category_scores_gemma":[0.00077698694,0.00008985945,0.00011151327,0.0002398432,0.000089141555,0.00035058692,0.00002431462,0.00093878014,0.000025448047],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012586039,0.00025358715,0.16382508,0.0000216125,0.00007036044,0.0000030136778,0.022168502,0.0000030092933,0.0024766477,0.10585485,0.0028521118,0.7023454],"study_design_scores_gemma":[0.0019099241,0.00057713385,0.039295517,0.00006941383,0.000024780795,0.00018801495,0.08592269,0.000041167517,0.000019581608,0.5341128,0.3373816,0.00045737796],"about_ca_topic_score_codex":0.0010472239,"about_ca_topic_score_gemma":0.059069976,"teacher_disagreement_score":0.70188797,"about_ca_system_score_codex":0.0014393748,"about_ca_system_score_gemma":0.0015565687,"threshold_uncertainty_score":0.95809954},"labels":[],"label_agreement":null},{"id":"W3123329420","doi":"10.5204/mcj.2457","title":"Feeling the Heat","year":2005,"lang":"en","type":"article","venue":"M/C Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Feeling; Psychology; Psychoanalysis; Social psychology","score_opus":0.5753730616654988,"score_gpt":0.4970764639816969,"score_spread":0.07829659768380193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123329420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47463715,0.0012010016,0.00033949863,0.23157889,0.0005290798,0.00007725802,8.6975666e-7,0.000044549848,0.2915917],"genre_scores_gemma":[0.9881878,0.0067637623,0.00021219435,0.0015179666,0.001609187,0.0000010606192,6.267899e-7,0.0000027930112,0.0017046237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994989,0.0001478382,0.00007842059,0.000026219435,0.00014284742,0.000105754865],"domain_scores_gemma":[0.9997515,0.000050322284,0.000021877408,0.00008268223,0.00004451859,0.000049092694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008692831,0.000023343044,0.000027783119,0.00001789406,0.0012334255,0.00014289113,0.00020633894,0.000022342922,0.0033316882],"category_scores_gemma":[0.000050940005,0.00001553025,0.00003347925,0.000065566914,0.000060149618,0.00011626635,0.000016795864,0.00016227798,0.00024887346],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016544827,0.000076489916,0.004803947,0.0000017490885,0.000013078342,0.0000015140249,0.23582764,0.00025558626,0.0014026184,0.010753436,0.04539502,0.7014524],"study_design_scores_gemma":[0.000061131424,0.0000043372793,0.0018518561,0.000006205436,0.0000024243054,0.0000098170085,0.011033858,0.00015550177,0.0000062831123,0.0003758217,0.9864653,0.000027484477],"about_ca_topic_score_codex":0.00010769424,"about_ca_topic_score_gemma":0.002151253,"teacher_disagreement_score":0.94107026,"about_ca_system_score_codex":0.00007251977,"about_ca_system_score_gemma":0.00002883332,"threshold_uncertainty_score":0.9975794},"labels":[],"label_agreement":null},{"id":"W3123755497","doi":"10.2139/ssrn.2732935","title":"The Distribution of Climate Change Public Opinion in Canada","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Climate change; Public opinion; Distribution (mathematics); Geography; Political science; Environmental resource management; Environmental science; Politics; Ecology","score_opus":0.20350928598820456,"score_gpt":0.37890713111864505,"score_spread":0.1753978451304405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123755497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8135259,0.0063312105,0.0004020215,0.17225704,0.0014657037,0.00040085363,0.00006576352,0.00002172248,0.0055297916],"genre_scores_gemma":[0.700515,0.29927897,4.958224e-7,0.000021049847,0.00013032163,0.0000058119526,0.000005880473,0.000002375792,0.000040136318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99828917,0.00027718174,0.00017877061,0.000053550026,0.00021592417,0.0009854279],"domain_scores_gemma":[0.99949616,0.00013014064,0.00013146053,0.000113104856,0.00008371142,0.000045394172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002431941,0.00004282983,0.00006110807,0.000025184494,0.00045639908,0.000025235,0.0002789004,0.00002931716,0.000047509],"category_scores_gemma":[0.00015655809,0.000025813793,0.000027875136,0.0001690417,0.00007298703,0.00018712989,0.000028891309,0.00026588634,0.000004868525],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017002727,0.000015116872,0.04332908,0.0000020601879,0.000005838941,6.7704924e-8,0.0008584248,8.623997e-8,0.00002887247,0.35983184,0.00010749772,0.5958041],"study_design_scores_gemma":[0.0014299602,0.00015205277,0.1988603,0.00022468477,0.0000095501955,0.000024994259,0.10738527,0.000046594338,0.00001174694,0.10592026,0.58560216,0.00033239837],"about_ca_topic_score_codex":0.5623632,"about_ca_topic_score_gemma":0.9965971,"teacher_disagreement_score":0.59547174,"about_ca_system_score_codex":0.0036849394,"about_ca_system_score_gemma":0.0029076573,"threshold_uncertainty_score":0.96359885},"labels":[],"label_agreement":null},{"id":"W3123924786","doi":"10.3389/fmars.2020.600403","title":"Fine-Tuning Climate Resilience in Marine Socio-Ecological Systems: The Need for Accurate Space-Time Representativeness to Identify Relevant Consequences and Responses","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Centro de Investigación Científica y de Educación Superior de Ensenada, Baja California; Vetenskapsrådet; Consejo Nacional de Ciencia y Tecnología","keywords":"Climate change; Psychological resilience; Adaptive capacity; Perception; Environmental resource management; Geography; Psychology; Social psychology; Ecology; Environmental science","score_opus":0.1787084634640726,"score_gpt":0.44488198465869494,"score_spread":0.26617352119462234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123924786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746298,0.00010393847,0.00035198743,0.019958317,0.00062124827,0.00077153713,0.000017227989,0.000037689853,0.0035082353],"genre_scores_gemma":[0.98123395,0.0027942995,0.0132201,0.00027089394,0.00005745536,0.0002050489,0.000014159471,0.00000859655,0.0021955154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99733007,0.0008387438,0.00036912726,0.0005170365,0.00041010792,0.00053492386],"domain_scores_gemma":[0.998078,0.0010137418,0.000144226,0.00039512542,0.00024591634,0.0001230248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059997644,0.00012634743,0.00026150522,0.00026041458,0.0010721078,0.00042184765,0.00076917675,0.00007463542,0.00010716705],"category_scores_gemma":[0.005144154,0.00010411056,0.00003536499,0.0016972636,0.0024850338,0.00046097487,0.001075295,0.00018713612,0.000008134699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003812155,0.00009429865,0.9262919,0.00006858464,0.0000063871544,0.00004042763,0.026714444,0.00047588535,0.02071913,0.008469272,0.00085634325,0.015882118],"study_design_scores_gemma":[0.0005896566,0.000078217665,0.8348923,0.00015607582,0.0000104662895,0.000010574159,0.14578594,0.0038527814,0.0002869624,0.009873372,0.0041424064,0.00032127765],"about_ca_topic_score_codex":0.0011453179,"about_ca_topic_score_gemma":0.003223754,"teacher_disagreement_score":0.11907149,"about_ca_system_score_codex":0.00031763263,"about_ca_system_score_gemma":0.0003489588,"threshold_uncertainty_score":0.9156211},"labels":[],"label_agreement":null},{"id":"W3124241022","doi":"10.1080/17524032.2020.1869576","title":"Place-based Climate Change Communication and Engagement in Canada’s Provincial North: Lessons Learned from Climate Champions","year":2021,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Lakehead University; University of Northern British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Rurality; Climate change; Political science; Geography; Environmental resource management; Environmental planning; Public relations; Rural area; Economic growth; Ecology","score_opus":0.37315897574451123,"score_gpt":0.37671667823398963,"score_spread":0.003557702489478398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124241022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568776,0.0029849499,0.000009331796,0.03401929,0.000067247405,0.0006108976,0.00051924796,0.000057553367,0.0048538875],"genre_scores_gemma":[0.8671099,0.12807243,0.0006359682,0.00073559006,0.000036475296,0.00016479114,0.0031990386,0.00001974644,0.00002608071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966352,0.0020014085,0.00036521087,0.00029393352,0.00034775262,0.00035651057],"domain_scores_gemma":[0.997962,0.00046610308,0.00020544218,0.0012206925,0.00002108561,0.00012469655],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008336391,0.00016625013,0.0001967363,0.00006966057,0.0014310944,0.00009404797,0.0005496654,0.000097663404,0.00074097444],"category_scores_gemma":[0.00007916998,0.00020865258,0.00004230235,0.00018196164,0.00025443753,0.00032083064,0.0006674879,0.00041999132,0.00003795903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001562639,0.00079667877,0.60851336,0.00005324076,0.000033368593,0.000008515207,0.089371026,0.00017059872,0.0015561726,0.0061123734,0.0002653665,0.29296303],"study_design_scores_gemma":[0.0010548648,0.000018305655,0.8770097,0.00014868211,0.000032326097,6.643726e-7,0.03852993,0.0021273787,0.00009331174,0.00028382728,0.08030322,0.00039781528],"about_ca_topic_score_codex":0.6491747,"about_ca_topic_score_gemma":0.99465764,"teacher_disagreement_score":0.34548292,"about_ca_system_score_codex":0.0015188414,"about_ca_system_score_gemma":0.00034116328,"threshold_uncertainty_score":0.9998689},"labels":[],"label_agreement":null},{"id":"W3125052421","doi":"10.22004/ag.econ.24079","title":"CONSUMERS, PUBLIC PERCEPTIONS AND BIOTECHNOLOGY","year":2001,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Perception; Biotechnology; Business; Biology","score_opus":0.35632980821957366,"score_gpt":0.3857292541806835,"score_spread":0.029399445961109827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125052421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9314606,0.00010208725,0.00019451433,0.037131492,0.000034050874,0.00012276848,0.000015989195,0.000050699942,0.030887755],"genre_scores_gemma":[0.95991534,0.035622165,0.00044879154,0.00006829108,0.000014869548,2.8001202e-7,0.000021590622,0.0000037889704,0.0039048877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991724,0.00021608284,0.000067128414,0.00015729619,0.00015728662,0.00022980121],"domain_scores_gemma":[0.9993567,0.00011438407,0.00004314319,0.00023385596,0.00012045027,0.00013148622],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047284624,0.000057081856,0.00011268189,0.00023834239,0.0008109236,0.000026388298,0.00032392316,0.0001498922,0.009523241],"category_scores_gemma":[0.0000577126,0.000076000004,0.000041401,0.00037229704,0.0012459643,0.00031993148,0.00015407638,0.00014704249,0.00026967085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062577514,0.00032205763,0.21720481,0.00004518816,0.0000728283,0.000035205925,0.124044,6.8517147e-7,0.009832376,0.080801524,0.0073277312,0.560251],"study_design_scores_gemma":[0.00048091632,0.00005709223,0.14263788,0.000013645342,0.000015073166,0.00000903584,0.22275071,0.000117396536,0.000009079345,0.00020213611,0.6335561,0.00015090295],"about_ca_topic_score_codex":0.0067658657,"about_ca_topic_score_gemma":0.05506746,"teacher_disagreement_score":0.6262284,"about_ca_system_score_codex":0.00006693794,"about_ca_system_score_gemma":0.00006496639,"threshold_uncertainty_score":0.9998482},"labels":[],"label_agreement":null},{"id":"W3125101767","doi":"","title":"The Effects of Climate Change Polarization on Endorsing Non-Normative Political Action","year":2020,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Normative; Social psychology; Psychology; Polarization (electrochemistry); Normative social influence; Politics; Collective action; Action (physics); Political science; Law","score_opus":0.6541366686010824,"score_gpt":0.5846599861010654,"score_spread":0.06947668250001704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125101767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.854829,0.00006709268,0.000010821758,0.035052083,0.00017101823,0.0015993435,0.0000045215743,0.00007382315,0.10819231],"genre_scores_gemma":[0.994145,0.0048817787,0.000012424545,0.0003384477,0.00042679184,0.0001220885,0.0000048272773,0.000008700272,0.00005997212],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99800974,0.0002057309,0.00016427567,0.00014829494,0.000982562,0.00048941054],"domain_scores_gemma":[0.99860406,0.0005724256,0.00007445663,0.00007764969,0.00049498735,0.00017639848],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015406623,0.000070294256,0.00009693215,0.00008882867,0.001483316,0.00018412675,0.0003879438,0.00006618832,0.000027792223],"category_scores_gemma":[0.0012991007,0.000054896736,0.000039740764,0.00056949054,0.00034659318,0.00030913707,0.00019986989,0.00035106367,0.000056414916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020671602,0.00025637067,0.029082093,0.00054279977,0.0000262855,8.2178786e-7,0.5102566,7.755371e-8,0.020260286,0.393463,0.0009816207,0.044923373],"study_design_scores_gemma":[0.0015016028,0.0022911546,0.27450496,0.0009553809,0.00003508214,7.9408665e-7,0.6615629,0.00056309137,0.008622886,0.0034635654,0.04608412,0.0004144195],"about_ca_topic_score_codex":0.00033560308,"about_ca_topic_score_gemma":0.00012092177,"teacher_disagreement_score":0.38999942,"about_ca_system_score_codex":0.00021449232,"about_ca_system_score_gemma":0.000032655138,"threshold_uncertainty_score":0.9998166},"labels":[],"label_agreement":null},{"id":"W3125154242","doi":"10.4324/9780429321108-22","title":"At Memory’s Edge","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Enhanced Data Rates for GSM Evolution; Computer science; Artificial intelligence","score_opus":0.5871230588141864,"score_gpt":0.44699951469205895,"score_spread":0.1401235441221274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125154242","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028162021,0.00070701935,0.0000014935171,0.0037230493,0.00026405224,0.00010842754,0.000012253921,0.00009161974,0.9950639],"genre_scores_gemma":[0.00008968815,0.034699377,0.00005532068,0.0008166767,0.00039516072,0.0000041406715,0.00021193497,0.000016303864,0.9637114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934477,0.0000410499,0.00012244095,0.00015566673,0.00022215409,0.00011391854],"domain_scores_gemma":[0.99933386,0.00006115557,0.00005016433,0.00037170903,0.00010201722,0.00008106684],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020976146,0.000096956624,0.00013388912,0.000028192902,0.00040793436,0.000047832735,0.00022200184,0.00026663556,0.5370218],"category_scores_gemma":[0.000018847843,0.00010055774,0.00010759761,0.000016625518,0.00015392083,0.000036952522,0.00011582562,0.00013135934,0.006710719],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029053294,0.00000931475,0.000004914428,0.000013590902,0.000014639355,0.000003390403,0.008897605,7.6306996e-8,0.0000147443725,0.7270571,0.122043066,0.14193867],"study_design_scores_gemma":[0.000038667546,0.0000028934458,0.0000105960935,0.000031498526,0.000010135384,5.607697e-7,0.0007299883,8.2320867e-7,0.0000014305233,0.0015384341,0.99750745,0.0001275156],"about_ca_topic_score_codex":0.00042379135,"about_ca_topic_score_gemma":0.040120106,"teacher_disagreement_score":0.8754644,"about_ca_system_score_codex":0.00026538235,"about_ca_system_score_gemma":0.00006467501,"threshold_uncertainty_score":0.99406266},"labels":[],"label_agreement":null},{"id":"W3125201229","doi":"10.1111/j.1541-1338.2012.00563.x","title":"Public Attitudes toward Climate Science and Climate Policy in Federal Systems: Canada and the United States Compared<sup>1</sup>","year":2012,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":159,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Climate change; Context (archaeology); Political science; Public administration; Public opinion; Legislation; Federalism; Corporate governance; Public policy; Politics; Business; Geography; Law","score_opus":0.612327257039181,"score_gpt":0.5533408714801941,"score_spread":0.05898638555898694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125201229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7082832,0.09908201,5.1573045e-7,0.1622168,0.00005940864,0.0021180944,0.0001565319,0.00003664084,0.02804679],"genre_scores_gemma":[0.5389321,0.46013892,0.0000059907925,0.0007407307,0.000105601495,0.000040971554,0.000016557466,0.000004812371,0.000014339598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950286,0.002252344,0.0004079459,0.0001800636,0.001121907,0.001009148],"domain_scores_gemma":[0.997548,0.00095994765,0.00011520394,0.00037947446,0.00065827434,0.0003391089],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018093422,0.00010893655,0.00034458793,0.0005822008,0.0012013889,0.00029427916,0.0006400065,0.000041761403,0.00004398874],"category_scores_gemma":[0.0034836018,0.00007704273,0.000025387173,0.0031290757,0.0027284187,0.0003700779,0.00058230193,0.0002637859,0.0000071526592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070369664,0.00019705789,0.27483132,0.0185292,0.000029796547,0.0000013305175,0.08555648,0.0000130630715,0.000026456159,0.5943948,0.0047692615,0.021580843],"study_design_scores_gemma":[0.0016174638,0.00006441152,0.14544211,0.008505009,0.000017128006,0.000020716252,0.06859415,0.0030661924,0.0000033901085,0.0003812339,0.77178234,0.00050586916],"about_ca_topic_score_codex":0.9121254,"about_ca_topic_score_gemma":0.48309195,"teacher_disagreement_score":0.7670131,"about_ca_system_score_codex":0.0008130983,"about_ca_system_score_gemma":0.0017227383,"threshold_uncertainty_score":0.9999856},"labels":[],"label_agreement":null},{"id":"W3125978588","doi":"10.1017/sus.2021.3","title":"Collective foresight and intelligence for sustainability","year":2021,"lang":"en","type":"article","venue":"Global Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"ClimateWorks Foundation","keywords":"Futures studies; Sustainability; Futures contract; Political science; Public relations; Business","score_opus":0.21417888886276457,"score_gpt":0.47050954970613956,"score_spread":0.25633066084337497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125978588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76892626,0.0017823494,0.029934518,0.08642344,0.00046833,0.0051327394,0.00024121634,0.00036313524,0.10672803],"genre_scores_gemma":[0.9970416,0.0002947018,0.00045846155,0.00020412696,0.00006608468,0.0001525464,0.000024676807,0.0000042337438,0.0017535777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983696,0.0005057119,0.00021112908,0.00035730188,0.00017624079,0.00038003043],"domain_scores_gemma":[0.99626225,0.0004181936,0.000054436565,0.00037821464,0.0027285242,0.00015838203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231644,0.00010308298,0.00016250473,0.000018414476,0.00097195344,0.00012475127,0.00018387569,0.00012490994,0.00023609355],"category_scores_gemma":[0.00807182,0.00011073794,0.000085423315,0.0005647714,0.00062190177,0.00016689103,0.0001645469,0.0000794445,0.000001772761],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023152189,0.00038291345,0.15045956,0.0003939691,0.000020441008,0.0000053197414,0.044650987,0.000013136788,0.0000035485416,0.6125737,0.00096518546,0.19029973],"study_design_scores_gemma":[0.00014043075,0.000040048315,0.048086654,0.0000040762097,0.000012279836,0.000001248669,0.121506274,0.000093447234,0.00001573029,0.7435356,0.08643422,0.00013002845],"about_ca_topic_score_codex":0.001960898,"about_ca_topic_score_gemma":0.0131296925,"teacher_disagreement_score":0.22811535,"about_ca_system_score_codex":0.0054567666,"about_ca_system_score_gemma":0.0029270842,"threshold_uncertainty_score":0.9983611},"labels":[],"label_agreement":null},{"id":"W3127355176","doi":"10.1002/etc.5003","title":"The Press Sells Newspapers, We Should Not Sell Ecotoxicology","year":2021,"lang":"en","type":"article","venue":"Environmental Toxicology and Chemistry","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Disappointment; Newspaper; Interpretation (philosophy); Social psychology; Phenomenon; Psychology; Empirical evidence; Positive economics; Epistemology; Sociology; Economics; Media studies; Philosophy","score_opus":0.23085842272764356,"score_gpt":0.37570701333874595,"score_spread":0.1448485906111024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127355176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.884907,0.0036163302,0.0000025257891,0.02318975,0.00017449092,0.00013000597,0.000028048891,0.000039663988,0.08791217],"genre_scores_gemma":[0.85439885,0.11316173,0.000053391097,0.0015091051,0.00019715575,0.000034832898,0.000045078763,0.00000895038,0.030590924],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99914783,0.00018437038,0.00012541172,0.0001998875,0.000110684705,0.00023178355],"domain_scores_gemma":[0.99935293,0.00027193053,0.000051914467,0.00022087515,0.000004556297,0.000097820746],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022456785,0.00008890858,0.000095271476,0.0000034972586,0.00090661354,0.000041120897,0.00019178545,0.00025390158,0.004313493],"category_scores_gemma":[0.000028699198,0.00008050129,0.00003973976,0.000028865526,0.0007399422,0.000046586436,0.00015941252,0.00022099075,0.000049067898],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005096251,0.00032093984,0.0033380855,0.000024602983,0.000048056034,0.000016386482,0.011331169,0.0000045396732,0.9357951,0.00086358114,0.007326286,0.040880244],"study_design_scores_gemma":[0.00021735164,0.000012594532,0.0021591312,0.0000037498648,0.000014176797,0.000014484066,0.011141401,0.000012391613,0.06102037,0.00017782605,0.9251138,0.00011275387],"about_ca_topic_score_codex":0.0000140345555,"about_ca_topic_score_gemma":0.00036237814,"teacher_disagreement_score":0.9177875,"about_ca_system_score_codex":0.00010301822,"about_ca_system_score_gemma":0.000030228974,"threshold_uncertainty_score":0.9965967},"labels":[],"label_agreement":null},{"id":"W3127451577","doi":"10.15273/pnsis.v51i1.10739","title":"Humans are interpersonal beings – why isn’t science communication interpersonal?","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Interpersonal communication; Misinformation; Disinformation; Science communication; Public relations; Psychology; Internet privacy; Social psychology; Political science; Social media; Science education; Computer science; Computer security; Pedagogy","score_opus":0.24962314273197028,"score_gpt":0.4058608575555542,"score_spread":0.1562377148235839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127451577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8959014,0.00015462271,0.000029557283,0.011264423,0.0016763303,0.00021367663,0.00000977318,0.000038594193,0.09071162],"genre_scores_gemma":[0.9952488,0.0005868223,0.0028917016,0.0006015993,0.000051890092,0.0000054592156,0.0000015040744,0.0000067153546,0.0006055338],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9976204,0.000021804717,0.00036513436,0.00037326105,0.0012553373,0.00036408397],"domain_scores_gemma":[0.9966345,0.000037960403,0.0005130606,0.0004174374,0.0022623227,0.00013474286],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0026273823,0.00012568758,0.00020081384,0.00029019106,0.0020192259,0.00027714195,0.003635067,0.0000616672,0.00029414752],"category_scores_gemma":[0.0016123758,0.00011004229,0.000106330335,0.003407683,0.01914206,0.0023218337,0.0011074721,0.00024918604,0.000009440763],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003124036,0.00033971644,0.03127396,0.00018656979,0.000016115267,3.6518213e-7,0.1788735,0.000007417342,0.63254887,0.14336604,0.0041502044,0.009206021],"study_design_scores_gemma":[0.0011645161,0.00014328296,0.10764257,0.0054756766,0.00010759317,0.000035958332,0.4304083,0.0009375711,0.27636796,0.0074982834,0.16907986,0.0011384211],"about_ca_topic_score_codex":0.0011155443,"about_ca_topic_score_gemma":0.0026937064,"teacher_disagreement_score":0.35618088,"about_ca_system_score_codex":0.0003554535,"about_ca_system_score_gemma":0.00078117114,"threshold_uncertainty_score":0.99928004},"labels":[],"label_agreement":null},{"id":"W3129040867","doi":"10.15273/pnsis.v51i1.10742","title":"Science communication: understanding its challenges and opportunities – review of three books","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Data science; Sociology; Computer science; Engineering","score_opus":0.725152053138995,"score_gpt":0.4347262422706241,"score_spread":0.2904258108683709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129040867","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1876268,0.080314,0.000018477554,0.049928028,0.001316711,0.00060271815,0.000011825313,0.00003864705,0.6801428],"genre_scores_gemma":[0.6924446,0.30657515,0.0006196577,0.00016044293,0.000012424864,0.0000020156835,3.3770633e-7,0.0000026478185,0.00018271196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998454,0.000016230093,0.00032010826,0.00019694938,0.00082616677,0.0001865852],"domain_scores_gemma":[0.9976312,0.00004529071,0.00042188374,0.00029913554,0.0015167234,0.00008578112],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003481358,0.00007626115,0.0001960533,0.00019251398,0.00091265223,0.00005948915,0.0015876059,0.00003234089,0.00005397561],"category_scores_gemma":[0.0011071577,0.00006465229,0.000043246462,0.0012584015,0.013812802,0.0013304354,0.0007093005,0.00010006035,5.311244e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024372239,0.000034102366,0.00018612473,0.0014874989,0.0000035463909,5.360924e-8,0.013530214,2.0848344e-7,0.016866595,0.9586549,0.00009045096,0.0091438675],"study_design_scores_gemma":[0.0014453263,0.0003398628,0.033684097,0.118052416,0.00030892523,0.000087805645,0.46547377,0.00035740918,0.116848014,0.0954769,0.1663732,0.0015522806],"about_ca_topic_score_codex":0.000084372325,"about_ca_topic_score_gemma":0.000513563,"teacher_disagreement_score":0.863178,"about_ca_system_score_codex":0.00012782207,"about_ca_system_score_gemma":0.00094558904,"threshold_uncertainty_score":0.98887104},"labels":[],"label_agreement":null},{"id":"W3130148376","doi":"10.1371/journal.pone.0246450","title":"Visualizing changes to US federal environmental agency websites, 2016–2020","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Institute of Environmental Health Sciences; National Institutes of Health; Doris Duke Charitable Foundation; David and Lucile Packard Foundation","keywords":"Agency (philosophy); Data science; Environmental resource management; Political science; Environmental science; Computer science; Sociology","score_opus":0.42011605614882896,"score_gpt":0.3965617519183189,"score_spread":0.02355430423051008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130148376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9400887,0.0007179182,0.000008231568,0.01656194,0.000075814285,0.0001788684,0.00002196976,0.0000776778,0.042268887],"genre_scores_gemma":[0.94884956,0.022624848,0.001518577,0.0045239883,0.00068551034,0.00005739271,0.0002115922,0.000021655109,0.021506865],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906534,0.00017316153,0.00009617897,0.00016426352,0.0003001808,0.00020088309],"domain_scores_gemma":[0.9995616,0.000045140623,0.00003337188,0.00020445688,0.000024179724,0.00013126252],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00017790505,0.00006786823,0.00010720563,0.000028887085,0.00040194584,0.000087377,0.00015580136,0.00005733062,0.025532573],"category_scores_gemma":[0.00007913175,0.00007966819,0.000029704546,0.00014140071,0.00004767992,0.00008706433,0.00012898864,0.00007679863,0.0016319933],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026212821,0.0026972545,0.038772102,0.000065860935,0.00011026671,0.000021158045,0.10865464,7.7024583e-7,0.81311965,0.00074418826,0.0108546205,0.024933286],"study_design_scores_gemma":[0.000801254,0.00023177279,0.12873589,0.00051508384,0.00013124787,0.0000031890534,0.04010774,0.00015412431,0.02539253,0.00052582676,0.80236864,0.0010327057],"about_ca_topic_score_codex":0.0003624125,"about_ca_topic_score_gemma":0.007572859,"teacher_disagreement_score":0.79151404,"about_ca_system_score_codex":0.00012623316,"about_ca_system_score_gemma":0.000030662675,"threshold_uncertainty_score":0.9991453},"labels":[],"label_agreement":null},{"id":"W3130340903","doi":"10.1002/tax.12442","title":"Growing a Community: The Inaugural #Blackbotanistsweek Recap and Looking Forward","year":2021,"lang":"en","type":"article","venue":"Taxon","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"College of Engineering, Michigan State University; Michigan State University Foundation; Michigan State University; National Science Foundation","keywords":"White (mutation); Indigenous; Social media; The arts; Media studies; Political science; Criminology; Sociology; History; Law; Ecology","score_opus":0.31829697050145933,"score_gpt":0.41575056066798977,"score_spread":0.09745359016653043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130340903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88595307,0.00051696267,0.000046215868,0.01584983,0.00012917236,0.0001004737,0.0000026311557,0.000058201902,0.097343475],"genre_scores_gemma":[0.99457073,0.0028706698,0.00012849356,0.0013104149,0.00009362481,0.000010694484,0.000013251431,0.0000052425257,0.0009968926],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988141,0.00076752674,0.00008929546,0.000064838205,0.0001308349,0.00013338188],"domain_scores_gemma":[0.99931735,0.00026854724,0.0000393946,0.0002709332,0.00006179648,0.000041984837],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008657624,0.0000487203,0.00006894567,0.000015117072,0.0015288187,0.00013517457,0.00018189543,0.000045804078,0.00039674385],"category_scores_gemma":[0.00023282482,0.000041259667,0.000030405483,0.00016206273,0.00018827208,0.00016502554,0.00014109146,0.00023100761,0.000026837308],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034097706,0.00014646548,0.010753668,0.0000787609,0.000041399493,0.000010404232,0.51145214,0.0000029976065,0.011566148,0.07538459,0.0047834967,0.38574585],"study_design_scores_gemma":[0.00025155034,0.00002353089,0.012065906,0.000083358755,0.000022185817,0.000009109294,0.36300173,0.00008275677,0.00028346194,0.0044502188,0.6195607,0.00016547367],"about_ca_topic_score_codex":0.0023172915,"about_ca_topic_score_gemma":0.017526118,"teacher_disagreement_score":0.6147772,"about_ca_system_score_codex":0.000056545785,"about_ca_system_score_gemma":0.000031994874,"threshold_uncertainty_score":0.99977106},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"opus","categories":["scholarly_communication","open_science"],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3130992362","doi":"10.1017/s0008423921000214","title":"Out of an Abundance of Caution: COVID-19 and Health Risk Frames in Canadian News Media","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Political Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"The King's University; Western University; Carleton University; University of Toronto","funders":"","keywords":"Framing (construction); Coronavirus disease 2019 (COVID-19); Pandemic; Media coverage; Public health; Narrative; Epidemiology; Politics; News media; Political science; Social media; Public relations; Media studies; Sociology; History; Medicine; Infectious disease (medical specialty); Law; Disease","score_opus":0.37941171123548,"score_gpt":0.4931471074071067,"score_spread":0.1137353961716267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3130992362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93433875,0.0007013072,0.000054011303,0.06027096,0.0003549243,0.00007276218,0.00012410658,0.0000021823073,0.004081014],"genre_scores_gemma":[0.99668366,0.0007260139,0.000489153,0.002004677,0.00007571817,4.0575327e-7,0.000002309106,0.0000022749691,0.000015818556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983395,0.00029992237,0.00034595453,0.00011144015,0.00028922892,0.0006139588],"domain_scores_gemma":[0.9942149,0.00015823671,0.00016835594,0.00016328489,0.00030400828,0.004991231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002809036,0.000050407903,0.00017788357,0.0003323696,0.00043023645,0.000055240824,0.00036798714,0.000057535606,0.00040928822],"category_scores_gemma":[0.004026273,0.000051396728,0.000028848666,0.0005928229,0.0018761212,0.00026338865,0.000013925578,0.00018210092,0.0000013206237],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033522028,0.0000277581,0.27889502,0.000033758468,0.0000028738964,0.000033751523,0.101678625,0.000015055351,0.00006998397,0.60382193,0.00025638487,0.01516154],"study_design_scores_gemma":[0.00024210307,0.00008011233,0.9102661,0.000093053655,0.000005695698,0.000022562901,0.044749063,0.0000816078,0.00003515945,0.0150598595,0.029256916,0.00010776692],"about_ca_topic_score_codex":0.98703384,"about_ca_topic_score_gemma":0.99973464,"teacher_disagreement_score":0.6313711,"about_ca_system_score_codex":0.0016243531,"about_ca_system_score_gemma":0.03375739,"threshold_uncertainty_score":0.97172034},"labels":[],"label_agreement":null},{"id":"W3131152704","doi":"10.1111/risa.13701","title":"Exploring Scientists’ Values by Analyzing How They Frame Nature and Uncertainty","year":2021,"lang":"en","type":"article","venue":"Risk Analysis","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Frame (networking); Value (mathematics); Capital (architecture); Environmental ethics; Engineering ethics; Epistemology; Political science; Sociology; Engineering; Computer science; Geography","score_opus":0.30944494460668315,"score_gpt":0.4136335186020167,"score_spread":0.10418857399533354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131152704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896645,0.0028307526,0.0004776685,0.0043544653,0.000095757234,0.000039920713,0.000045045756,0.00005615451,0.002435741],"genre_scores_gemma":[0.93376374,0.064765334,0.00028651478,0.000083940606,0.00007435964,0.0000074146687,0.00011519415,0.0000046442337,0.0008988842],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986971,0.00047209396,0.00010350194,0.00025587188,0.0002869917,0.00018441085],"domain_scores_gemma":[0.99913263,0.00017918381,0.000091628106,0.00032549893,0.00016743485,0.00010360239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084634277,0.000078028585,0.00017813711,0.00017093716,0.001059089,0.00037562998,0.00017909518,0.00009415536,0.0004152116],"category_scores_gemma":[0.00044588072,0.00007534476,0.00015041759,0.0014979837,0.00013091025,0.0002884868,0.00008492561,0.0002410306,0.000009588673],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012020597,0.00015463801,0.7165333,0.000021861084,0.0013849459,0.000006590159,0.16332428,0.0007645119,0.0027044632,0.004403294,0.0030354075,0.10765471],"study_design_scores_gemma":[0.00064478425,0.000027920423,0.2793587,0.0000923994,0.0048674974,0.0000015333937,0.33074987,0.02328319,0.00042149946,0.006334765,0.35302398,0.001193838],"about_ca_topic_score_codex":0.0035845295,"about_ca_topic_score_gemma":0.027209513,"teacher_disagreement_score":0.43717456,"about_ca_system_score_codex":0.00008241767,"about_ca_system_score_gemma":0.000028539014,"threshold_uncertainty_score":0.9905414},"labels":[],"label_agreement":null},{"id":"W3133689874","doi":"10.22230/cjc.2021v46n1a3771","title":"La science du climat au prisme de la culture : une typologie symbolico-éthique de la recherche en communication","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais; Simon Fraser University; Université du Québec à Montréal","funders":"","keywords":"Sociology; Multidisciplinary approach; Context (archaeology); Relation (database); Discourse analysis; Perspective (graphical); Climate change; Originality; Social science; Epistemology; Humanities; Environmental ethics; Geography; Ecology; Philosophy; Linguistics; Qualitative research","score_opus":0.49440900671056326,"score_gpt":0.5092798555694031,"score_spread":0.01487084885883988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133689874","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.379217,0.0052421163,0.0006040461,0.073729716,0.000116453986,0.0001999319,0.000013588792,0.00005387293,0.5408233],"genre_scores_gemma":[0.93479174,0.053676065,0.010464756,0.00075217633,0.00008072166,0.000009099173,0.000026209713,0.000013645942,0.00018555987],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98229057,0.016696632,0.00034798603,0.00010479346,0.00022703667,0.0003330019],"domain_scores_gemma":[0.99321806,0.004316227,0.0003245199,0.0009304361,0.00074803224,0.0004627244],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.021964556,0.000107503,0.00017598676,0.0002118741,0.0015025132,0.00041774174,0.0020184012,0.00062130933,0.00017087859],"category_scores_gemma":[0.010123626,0.0001139585,0.0000885652,0.000881305,0.0022627257,0.00047656472,0.00014131374,0.0017224294,0.000012575982],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000020383992,0.00014423717,0.031329177,0.000025899224,0.000033758402,0.000020225232,0.6190328,0.00007119712,0.005229979,0.2950538,0.004380782,0.044657774],"study_design_scores_gemma":[0.00055933837,0.000040546784,0.11228231,0.00044036115,0.000064983295,0.00037688058,0.16923691,0.00021573534,0.0004396847,0.07490785,0.64112216,0.0003132122],"about_ca_topic_score_codex":0.033623863,"about_ca_topic_score_gemma":0.21087852,"teacher_disagreement_score":0.6367414,"about_ca_system_score_codex":0.003967361,"about_ca_system_score_gemma":0.00962046,"threshold_uncertainty_score":0.99985623},"labels":[],"label_agreement":null},{"id":"W3133780565","doi":"10.1177/2378023121992934","title":"Disrupting the Complacency: Disaster Experience and Emergent Environmentalism","year":2021,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmentalism; Denial; Climate change; Flood myth; Environmental ethics; Psychology; Political science; Social psychology; Geography; Politics; Ecology; Law","score_opus":0.7610235452859818,"score_gpt":0.6080071121189176,"score_spread":0.15301643316706426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133780565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9286597,0.0012843572,0.0002583644,0.04695169,0.00016998175,0.0007622068,0.000055655502,0.000076013166,0.021782044],"genre_scores_gemma":[0.986193,0.0059050545,0.00036359605,0.000445487,0.00010975108,0.00029793632,0.00007342473,0.000008451328,0.0066032857],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997407,0.0012283826,0.00017197488,0.00027717074,0.0004086378,0.000506836],"domain_scores_gemma":[0.9978336,0.0016624273,0.000039054557,0.0002478575,0.00008921107,0.00012781836],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021409069,0.00008592823,0.00012520546,0.000027728327,0.0030090704,0.000103877996,0.00031211847,0.00009131624,0.0022405235],"category_scores_gemma":[0.0007804744,0.00006112212,0.00011971659,0.00023345627,0.0023826198,0.00008010601,0.00036524198,0.00038978728,0.00003189916],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093141054,0.0004942691,0.024817128,0.00007473626,0.00007666688,0.000009954556,0.66580796,0.0000058757814,0.005834856,0.24075925,0.0076653985,0.05436078],"study_design_scores_gemma":[0.00042107492,0.00006821905,0.03395254,0.00004011383,0.000012674584,0.000001848753,0.51607955,0.0017245102,0.00000887248,0.0477656,0.3996561,0.00026890688],"about_ca_topic_score_codex":0.00014064423,"about_ca_topic_score_gemma":0.002849821,"teacher_disagreement_score":0.3919907,"about_ca_system_score_codex":0.00028994252,"about_ca_system_score_gemma":0.000048620786,"threshold_uncertainty_score":0.9986716},"labels":[],"label_agreement":null},{"id":"W3134181294","doi":"10.1016/j.cosust.2021.01.010","title":"Multiple knowledge systems and participatory actions in slow-onset effects of climate change: insights and perspectives in Latin America and the Caribbean","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"York University","keywords":"Latin Americans; Citizen journalism; Climate change; Political science; Climatology; Oceanography; Geography; Development economics; Environmental resource management; History; Environmental science; Geology; Economics; Law","score_opus":0.2628723446629073,"score_gpt":0.42649076288594634,"score_spread":0.16361841822303902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134181294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771136,0.021071643,0.0000021841322,0.00068905385,0.00020027785,0.00080853724,0.000014897958,0.000006299893,0.00009349969],"genre_scores_gemma":[0.9276055,0.07209538,0.0000027976305,0.0000036567494,0.000026685153,0.00024346588,0.000015551152,0.000003825284,0.000003121531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980105,0.0012791822,0.00022193199,0.00022344472,0.00009218944,0.0001727115],"domain_scores_gemma":[0.9990875,0.00061329326,0.0000670249,0.00016395703,0.0000150607675,0.000053156393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004519479,0.000086398766,0.00018339044,0.00007345949,0.00017016062,0.00002337774,0.00005496456,0.000052274216,0.000008981027],"category_scores_gemma":[0.00033644633,0.00007717038,0.00001985256,0.00019170663,0.0010008307,0.00013931912,0.00015463773,0.00016273864,4.0621669e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039425304,0.00038763412,0.72473305,0.00044218256,0.0000018922145,3.0070623e-7,0.25565615,0.000004604759,0.000021031805,0.0012557657,0.0000025347467,0.017455427],"study_design_scores_gemma":[0.0008028612,0.000014547485,0.7642428,0.000098774166,0.0000030966978,2.8270756e-7,0.23184822,0.0007460179,0.0000025006502,0.00024860384,0.001928145,0.000064120984],"about_ca_topic_score_codex":0.001466574,"about_ca_topic_score_gemma":0.0025657248,"teacher_disagreement_score":0.051023737,"about_ca_system_score_codex":0.000441097,"about_ca_system_score_gemma":0.000029328758,"threshold_uncertainty_score":0.36876023},"labels":[],"label_agreement":null},{"id":"W3134261967","doi":"10.22215/etd/2013-06915","title":"Climate change advocacy and ecological modernization : the symbolic politics of carbon tax communication in British Columbia","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"","keywords":"Modernization theory; Politics; Political science; Ecological modernization; Humanities; Law; Art","score_opus":0.18876971248454102,"score_gpt":0.389349634266185,"score_spread":0.200579921781644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134261967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439459,0.0009826744,4.9055933e-7,0.00081369147,0.000113871516,0.0010257883,0.000026380902,0.0000443972,0.053046796],"genre_scores_gemma":[0.9029464,0.0912522,0.000061335835,0.00015953495,0.0000719655,0.00027166662,0.0009966361,0.00001841395,0.0042218613],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982704,0.00061814126,0.0004109875,0.00018811495,0.00025037333,0.00026200488],"domain_scores_gemma":[0.9987318,0.00023203983,0.0003094036,0.00039811654,0.00026650119,0.00006217366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065040815,0.00010411326,0.00026121078,0.000070113914,0.0005847238,0.00029499285,0.00043222224,0.0004006043,0.0007876149],"category_scores_gemma":[0.00018928891,0.00013267259,0.000044542467,0.00025977407,0.00024119264,0.0001574547,0.000092002934,0.00028062632,0.0000065505315],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027506432,0.0010307092,0.21060498,0.0008461093,0.000045119043,0.0000017652771,0.48818344,0.000005680654,0.00018346291,0.023462435,0.0021606886,0.27344808],"study_design_scores_gemma":[0.00029035675,0.000034177512,0.89168644,0.0004113525,0.000039580715,0.0000011011794,0.099930815,0.0014664525,0.0000027934168,0.0035843225,0.0022905676,0.00026207036],"about_ca_topic_score_codex":0.4739279,"about_ca_topic_score_gemma":0.9319967,"teacher_disagreement_score":0.6810814,"about_ca_system_score_codex":0.00012328557,"about_ca_system_score_gemma":0.00008709316,"threshold_uncertainty_score":0.86238307},"labels":[],"label_agreement":null},{"id":"W3134652992","doi":"10.54656/wyqw9689","title":"Engaging Diverse Audiences: The Role of Community Radio in Rural Climate Change Knowledge Translation","year":2021,"lang":"en","type":"article","venue":"Journal of Community Engagement and Scholarship","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of British Columbia; University of Guelph","funders":"","keywords":"Community radio; Relevance (law); Climate change; Knowledge transfer; Community engagement; Public relations; Political science; Sociology; Geography; Knowledge management; Computer science; Ecology","score_opus":0.7011092152126515,"score_gpt":0.4622012866202556,"score_spread":0.23890792859239585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134652992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806904,0.0037473391,0.0000063466796,0.0018324966,0.00012606893,0.00013300254,0.000004375573,0.000008734704,0.013451243],"genre_scores_gemma":[0.9798678,0.01977972,0.00009991757,0.00014489763,0.00007757695,0.000004443879,0.000009319829,0.0000052023756,0.000011087965],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9829406,0.016191397,0.00039312834,0.000028806326,0.0002644502,0.0001816003],"domain_scores_gemma":[0.99713844,0.0019065285,0.00028401506,0.00032215603,0.00027777077,0.00007108559],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.018014029,0.00008943619,0.00020756305,0.00014481046,0.0026800593,0.0001138428,0.00061938557,0.00007125224,0.00012843897],"category_scores_gemma":[0.0007048479,0.00007513658,0.00009012497,0.0003857965,0.00026498566,0.0007320137,0.00023423079,0.0024444687,0.000002289343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039183506,0.00030775933,0.06343032,0.000041347055,0.00001755672,7.556699e-7,0.7049429,0.0000023386979,0.0011716849,0.0023662068,0.000011414905,0.22766858],"study_design_scores_gemma":[0.00058525195,0.00006288259,0.28108802,0.00022914601,0.000035435307,0.0000034219972,0.7058095,0.00003067294,0.00011753505,0.0028768212,0.009076559,0.00008476869],"about_ca_topic_score_codex":0.0006628887,"about_ca_topic_score_gemma":0.0137032755,"teacher_disagreement_score":0.22758381,"about_ca_system_score_codex":0.000091519185,"about_ca_system_score_gemma":0.000056311488,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W3134983732","doi":"10.1111/ele.13716","title":"Ecology and evolutionary biology must elevate BIPOC scholars","year":2021,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Marine Environmental Observation Prediction and Response Network","keywords":"Indigenous; Diversity (politics); Equity (law); Ecology; Power (physics); Sociology; Representation (politics); Racism; Public relations; Political science; Biology; Law; Anthropology; Gender studies; Politics","score_opus":0.1939498085479394,"score_gpt":0.3994719995273641,"score_spread":0.20552219097942473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134983732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87659705,0.00022171489,0.000016829597,0.11647142,0.000640605,0.00009949729,0.0000091622005,0.000059266407,0.005884443],"genre_scores_gemma":[0.97612435,0.003361288,0.0006140113,0.01902571,0.00020142038,0.000026888845,0.00009903973,0.000008340398,0.0005389691],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985154,0.0007622935,0.00014472334,0.000228071,0.00005296121,0.00029654944],"domain_scores_gemma":[0.9992775,0.00031651172,0.000058968075,0.000196164,0.00007183113,0.00007907441],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039986952,0.00007564381,0.00013314321,0.0000884451,0.0006370372,0.00002618334,0.00016259331,0.00019735262,0.0028123592],"category_scores_gemma":[0.00029996567,0.00008680288,0.000038270136,0.0001781364,0.0006084445,0.000117737494,0.00012975857,0.00021182573,0.00025153716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018543735,0.0001334038,0.90877163,0.000010627761,0.00006347684,0.00003590186,0.006383729,0.000005675157,0.040093224,0.01688927,0.020935446,0.0066590873],"study_design_scores_gemma":[0.00032653517,0.000027937738,0.7284323,0.000003194897,0.00001587594,0.000015713096,0.0018592849,0.000017328004,0.000022581611,0.0014298416,0.26772255,0.00012689517],"about_ca_topic_score_codex":0.00018230722,"about_ca_topic_score_gemma":0.008662181,"teacher_disagreement_score":0.24678709,"about_ca_system_score_codex":0.00015348691,"about_ca_system_score_gemma":0.00008873228,"threshold_uncertainty_score":0.9980992},"labels":[],"label_agreement":null},{"id":"W3135537317","doi":"10.20360/langandlit29519","title":"Genre Expectations and Viewer Reaction to Our Planet: Are Audiences Motivated to Act More Sustainably?","year":2021,"lang":"en","type":"article","venue":"Language and Literacy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Rhetorical question; Sustainability; Affect (linguistics); Sociology; Aesthetics; Art; Literature; Communication; Ecology","score_opus":0.10212553641452497,"score_gpt":0.4305891678956236,"score_spread":0.32846363148109864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135537317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836066,0.0009460321,0.00001351556,0.011174563,0.00007159161,0.00015227585,0.00002790864,0.00004301551,0.003964522],"genre_scores_gemma":[0.99395466,0.0005470045,0.0002746601,0.0014145374,0.0001484861,0.000020830079,0.00013238374,0.00000511507,0.0035023151],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99940294,0.000103845094,0.00009130666,0.00015690213,0.0001041391,0.000140844],"domain_scores_gemma":[0.99953926,0.000050754425,0.00003418948,0.00013822183,0.00011000005,0.00012760262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010620927,0.000062695515,0.00008305595,0.00006415466,0.00035302047,0.0001626728,0.000053303633,0.000040135812,0.00017382998],"category_scores_gemma":[0.0002053486,0.000059325746,0.000012251628,0.00026119562,0.00001719191,0.00022698674,0.000050000213,0.000058503796,0.000024253042],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014349237,0.00003504429,0.003809087,0.000023932906,0.000006181152,0.000033448585,0.92964876,6.9169425e-7,0.0032678752,0.0003025467,0.00184443,0.061013628],"study_design_scores_gemma":[0.0000940601,0.000017791983,0.08126775,0.000047482954,0.0000066561497,0.0000046798805,0.80271417,0.000008533928,0.000060205184,0.00002464808,0.115648314,0.000105729],"about_ca_topic_score_codex":0.0011483851,"about_ca_topic_score_gemma":0.0028318309,"teacher_disagreement_score":0.12693465,"about_ca_system_score_codex":0.000031653428,"about_ca_system_score_gemma":0.000020198902,"threshold_uncertainty_score":0.27151835},"labels":[],"label_agreement":null},{"id":"W3136201440","doi":"10.3390/su13063578","title":"Choices We Make in Times of Crisis","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Action (physics); Irrational number; Constructive; Bridging (networking); Archetype; Political science; Management science; Public relations; Computer science; Economics; Computer security","score_opus":0.19550424065638555,"score_gpt":0.45625247489427073,"score_spread":0.2607482342378852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136201440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84104025,0.0007700345,0.000009436164,0.06304083,0.00008982547,0.00023056305,0.000007864918,0.000040132614,0.09477105],"genre_scores_gemma":[0.9964668,0.0014981788,0.00006877083,0.00008815075,0.000025633544,0.0000108680215,0.0000057453003,0.0000023525738,0.0018335006],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.999051,0.00041702038,0.00015055826,0.00011533426,0.00013118441,0.00013493457],"domain_scores_gemma":[0.9990022,0.00014267126,0.000040556904,0.00028911207,0.0004912953,0.000034128298],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007574155,0.000037631737,0.00009666315,0.000040095907,0.000102213315,0.000018567453,0.00013665333,0.00005627213,0.0032506955],"category_scores_gemma":[0.0010959968,0.00004023909,0.000042838965,0.00037909063,0.00015157547,0.000073459145,0.00006887378,0.000067891946,0.000005456914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003936606,0.0007028861,0.5077288,0.00048794135,0.000009205881,0.000007162688,0.23530777,0.000017026245,0.000111001886,0.13388997,0.0015898865,0.12010898],"study_design_scores_gemma":[0.00020556948,0.000013301716,0.23733854,0.000017866945,0.000005569416,1.8875332e-7,0.35269445,0.000021460988,0.00011739845,0.10532726,0.30415085,0.000107536696],"about_ca_topic_score_codex":0.004776959,"about_ca_topic_score_gemma":0.034933776,"teacher_disagreement_score":0.30256096,"about_ca_system_score_codex":0.00033704418,"about_ca_system_score_gemma":0.0003383714,"threshold_uncertainty_score":0.99766046},"labels":[],"label_agreement":null},{"id":"W3136819617","doi":"10.1088/2632-2153/ab7657","title":"Establishing an evaluation metric to quantify climate change image realism <sup>*</sup>","year":2020,"lang":"en","type":"article","venue":"Machine Learning Science and Technology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Generative grammar; Computer science; Metric (unit); Artificial intelligence; Realism; Generative model; Empathy; Deep learning; Machine learning; Classifier (UML); Data science; Psychology; Engineering","score_opus":0.33793072545208047,"score_gpt":0.4590707075245422,"score_spread":0.12113998207246174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136819617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9047955,0.00026285896,0.00019926127,0.086357005,0.0000746824,0.00054271374,0.000008761339,0.0005945651,0.0071646273],"genre_scores_gemma":[0.99566287,0.0012781628,0.0015958423,0.0012312497,0.00012773053,0.000053998716,0.000025604772,0.000011002282,0.000013559881],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979518,0.0003063785,0.00017938607,0.000456328,0.00066267047,0.0004434088],"domain_scores_gemma":[0.9988757,0.00008787287,0.00007447384,0.00027229855,0.0004595022,0.00023018656],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046714433,0.000109952256,0.00015476937,0.0007809892,0.0018398343,0.0003759616,0.0007289133,0.00013077562,0.00017255047],"category_scores_gemma":[0.0056749173,0.0001102161,0.000017336564,0.004952569,0.0006689367,0.0010259057,0.000369342,0.00039833708,0.00006627232],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014437252,0.000041944335,0.03924217,0.000017402654,0.0000026150378,0.0000023761922,0.087624446,0.00007664566,0.008486382,0.020762106,0.000062986284,0.8436665],"study_design_scores_gemma":[0.00073222193,0.00090804225,0.025898274,0.00008048883,0.00006414065,0.000011238522,0.10851506,0.7148858,0.00029517995,0.0021008237,0.14569497,0.0008137809],"about_ca_topic_score_codex":0.001726726,"about_ca_topic_score_gemma":0.0007895424,"teacher_disagreement_score":0.8428527,"about_ca_system_score_codex":0.00011516085,"about_ca_system_score_gemma":0.00008242688,"threshold_uncertainty_score":0.9994596},"labels":[],"label_agreement":null},{"id":"W3137420227","doi":"10.2139/ssrn.3417158","title":"Three Paradoxes of Climate Truth for the Anthropocene Social Scientist","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anthropocene; Environmental ethics; Climate change; Epistemology; Sociology; Philosophy; Ecology; Biology","score_opus":0.15910707272264107,"score_gpt":0.42226244540804286,"score_spread":0.2631553726854018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137420227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9168289,0.00725578,0.010748999,0.02833311,0.0028889647,0.001307853,0.00006547704,0.0000789195,0.032492004],"genre_scores_gemma":[0.9622414,0.037122536,0.000041690135,0.000048061793,0.00035796364,0.000006593946,0.0000055724454,0.000008785144,0.00016739273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983471,0.0000884986,0.00019115588,0.0000943524,0.00026414014,0.0010147479],"domain_scores_gemma":[0.9992791,0.00022087812,0.00019627622,0.00014240309,0.00013145946,0.000029925328],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032620567,0.00006492094,0.00011851465,0.00004750921,0.0014724403,0.00007437149,0.00045807625,0.000055342745,0.00038450272],"category_scores_gemma":[0.00007349851,0.000047611196,0.00013155938,0.00018719683,0.00030598402,0.00013631547,0.000037124122,0.00038626554,0.000030744464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072286435,0.000057613688,0.0063728164,0.000010215004,0.000047794023,3.464726e-8,0.003964425,0.0000029980563,0.00016907934,0.8776873,0.0001636947,0.11145174],"study_design_scores_gemma":[0.00280909,0.00059648865,0.039612405,0.00006453629,0.00018905765,0.000028990735,0.12024503,0.00085648696,0.00006693246,0.7464137,0.08863157,0.00048569456],"about_ca_topic_score_codex":0.00023210798,"about_ca_topic_score_gemma":0.009758099,"teacher_disagreement_score":0.13127358,"about_ca_system_score_codex":0.00030510445,"about_ca_system_score_gemma":0.00062093034,"threshold_uncertainty_score":0.9998275},"labels":[],"label_agreement":null},{"id":"W3138715352","doi":"10.1007/978-3-658-31883-3_23","title":"Communicating Climate Change to Alberta’s Youth: Lessons Learned from the Alberta Narratives Project","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Climate change; Political science; Geography; History; Oceanography; Art; Geology; Literature","score_opus":0.7317101111978526,"score_gpt":0.4786837246563376,"score_spread":0.253026386541515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138715352","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027793407,0.0007971918,0.0000036066222,0.1255647,0.0002486431,0.00097008434,0.0002719591,0.000083206935,0.87178266],"genre_scores_gemma":[0.008583055,0.08507438,0.0007734923,0.00896806,0.0013501132,0.0002890109,0.0033864947,0.00014500698,0.8914304],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974004,0.00069738395,0.0004521413,0.00053137995,0.00045717653,0.00046150028],"domain_scores_gemma":[0.99554884,0.0018907207,0.00032580434,0.0018582562,0.00022549643,0.00015088264],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00082743866,0.00038083552,0.0004717141,0.000090602385,0.002046789,0.0003896554,0.0016692377,0.00044472516,0.0095922565],"category_scores_gemma":[0.0003968408,0.00030436902,0.0002571567,0.00014873814,0.00039115138,0.00018926314,0.0011285355,0.00069627416,0.0008444516],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015437818,0.000027689897,0.000047147903,0.000008954507,0.000050195176,5.034137e-7,0.68106157,1.16275324e-7,0.000016543683,0.28729066,0.0020794522,0.029401753],"study_design_scores_gemma":[0.000114606446,0.000020630276,0.00006681452,0.0005055029,0.00005013762,3.2352494e-7,0.17866983,0.0000065857057,0.0000010705583,0.0018415271,0.81832993,0.00039306824],"about_ca_topic_score_codex":0.23540448,"about_ca_topic_score_gemma":0.8742461,"teacher_disagreement_score":0.81625044,"about_ca_system_score_codex":0.0001957456,"about_ca_system_score_gemma":0.00017068254,"threshold_uncertainty_score":0.9999408},"labels":[],"label_agreement":null},{"id":"W3139158651","doi":"10.1007/978-3-030-56371-4_20","title":"We Know We Are Hypocrites, But Do We Believe It? The Limits and Possibilities of Hypocrisy Discourse for Sustainable Consumption","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Hypocrisy; Suspect; Environmental ethics; Action (physics); Political science; Sociology; Law and economics; Law; Philosophy","score_opus":0.31870931263767865,"score_gpt":0.4218021436478624,"score_spread":0.10309283101018374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139158651","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029291061,0.2041427,0.00007340938,0.16807036,0.00046638277,0.0029738646,0.0006929947,0.00014783784,0.6205033],"genre_scores_gemma":[0.0040015145,0.42110908,0.00010503706,0.00015453594,0.00016477397,0.000049682603,0.00008271892,0.00002322404,0.5743094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983365,0.00017732654,0.00042147457,0.00036249068,0.0003584193,0.00034378914],"domain_scores_gemma":[0.9971106,0.0011295658,0.00034475306,0.0006234164,0.0006849427,0.00010669725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007569436,0.0002668007,0.00041044384,0.0001224697,0.00084655784,0.00024975775,0.000394487,0.00037211805,0.0028660484],"category_scores_gemma":[0.0002876809,0.00020940768,0.00019325424,0.000055018547,0.001048877,0.00024121643,0.00020717851,0.00028999368,0.000023871755],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056653204,0.00007159942,0.00010788933,0.0010409357,0.00007277733,0.000003219025,0.048509352,5.292317e-7,0.000037185968,0.867284,0.029352197,0.053463645],"study_design_scores_gemma":[0.00019517283,0.000041209216,0.00004039538,0.00076592073,0.000092546274,0.000002039417,0.2547647,0.000007548783,0.000010964897,0.046410017,0.6974415,0.00022797835],"about_ca_topic_score_codex":0.0006944124,"about_ca_topic_score_gemma":0.011050081,"teacher_disagreement_score":0.820874,"about_ca_system_score_codex":0.0001660147,"about_ca_system_score_gemma":0.00022587679,"threshold_uncertainty_score":0.99804544},"labels":[],"label_agreement":null},{"id":"W3140568159","doi":"10.1371/journal.pone.0248507","title":"Static vs. dynamic methods of delivery for science communication: A critical analysis of user engagement with science on social media","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Public engagement; Social media; Science communication; Obligation; User engagement; Content analysis; World Wide Web; Computer science; Psychology; Internet privacy; Public relations; Sociology; Science education; Political science; Social science; Mathematics education","score_opus":0.6245739072753896,"score_gpt":0.5324117215227412,"score_spread":0.09216218575264845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140568159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98752767,0.00006454316,0.0018570346,0.007615539,0.000025979385,0.00024331981,0.00006397803,0.000022009359,0.0025799184],"genre_scores_gemma":[0.9118511,0.00073226163,0.08716012,0.0001585399,0.000009128517,0.000032934575,0.00002680699,0.000004176346,0.000024938565],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99801683,0.0005180422,0.00023332113,0.00019456547,0.0008437005,0.00019355728],"domain_scores_gemma":[0.995715,0.002117235,0.0001250576,0.00046094428,0.001510358,0.00007139449],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003889691,0.000059094902,0.0002518281,0.0003237577,0.0009504751,0.000057805697,0.0006227088,0.00003090098,0.0003275915],"category_scores_gemma":[0.0030494116,0.000057460795,0.000056731773,0.0028211325,0.0030855492,0.00021770477,0.00015275944,0.0000946839,0.0000015083176],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033948998,0.0076467157,0.0044635497,0.000484269,0.00093777466,9.1050214e-7,0.39131504,0.00008000242,0.32691997,0.23752372,0.00007524685,0.030213313],"study_design_scores_gemma":[0.0026038452,0.00080362917,0.49046513,0.0013582802,0.008631685,4.6073174e-7,0.33243334,0.058618005,0.09448648,0.007864806,0.0014941791,0.0012401473],"about_ca_topic_score_codex":0.000094669245,"about_ca_topic_score_gemma":0.0022983742,"teacher_disagreement_score":0.48600158,"about_ca_system_score_codex":0.00018769498,"about_ca_system_score_gemma":0.0005623796,"threshold_uncertainty_score":0.9996275},"labels":[],"label_agreement":null},{"id":"W3145592566","doi":"10.1016/j.shpsa.2021.01.008","title":"Does environmental science crowd out non-epistemic values?","year":2021,"lang":"en","type":"article","venue":"Studies in History and Philosophy of Science Part A","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; University of British Columbia","funders":"","keywords":"Epistemology; Value (mathematics); Philosophy of science; Sociology; Dualism; Philosophy; Computer science","score_opus":0.4031715192788563,"score_gpt":0.4308337639359909,"score_spread":0.02766224465713457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145592566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8493455,0.007102981,0.0000015826672,0.0036169398,0.0028568264,0.00017009841,0.000010662672,0.000019150608,0.13687627],"genre_scores_gemma":[0.98350644,0.01529962,0.00010841319,0.00017364256,0.00012219745,0.000011485322,0.0000011144164,0.0000025479765,0.0007745427],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99863756,0.00008058848,0.00020646893,0.00032961278,0.0005062678,0.00023949631],"domain_scores_gemma":[0.9993524,0.00009163842,0.000095989766,0.00026989856,0.000099423654,0.000090660535],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018746908,0.00008046416,0.00016492451,0.00016105779,0.0012256119,0.000017732355,0.00041148893,0.000029650108,0.00014392938],"category_scores_gemma":[0.00030273345,0.00006479017,0.000031267904,0.00038781494,0.026187714,0.00045644515,0.000291855,0.00009514168,0.000011994391],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025382587,0.00027956325,0.028735433,0.00013705002,0.000011696816,0.000008629835,0.87506646,0.000004217985,0.061063305,0.028627945,0.0007669575,0.0052733882],"study_design_scores_gemma":[0.00136313,0.0002560429,0.04003154,0.0011266884,0.00005769564,0.000008951377,0.47644508,0.00013695333,0.005987744,0.14687593,0.32643828,0.0012719762],"about_ca_topic_score_codex":0.000048047186,"about_ca_topic_score_gemma":0.00028925893,"teacher_disagreement_score":0.39862135,"about_ca_system_score_codex":0.0007650561,"about_ca_system_score_gemma":0.0002973829,"threshold_uncertainty_score":0.9764624},"labels":[],"label_agreement":null},{"id":"W3146587215","doi":"10.16997/10.16997/jdd.949","title":"Diverse Discussion in Public Deliberation on Cancer Drug Funding","year":2021,"lang":"en","type":"article","venue":"Journal of Deliberative Democracy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Operationalization; Deliberation; Diversity (politics); Public health; Political science; Public health policy; Public policy; Cancer drugs; Public relations; Engineering ethics; Management science; Drug; Health policy; Medicine; Epistemology; Pharmacology; Politics","score_opus":0.4403780437412744,"score_gpt":0.47641783969507207,"score_spread":0.03603979595379764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3146587215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8682572,0.00038121775,0.00028435068,0.11789099,0.00076691504,0.00012258993,0.000008257967,0.000015604926,0.01227287],"genre_scores_gemma":[0.9882415,0.007336885,0.00044393964,0.001107399,0.00041424166,0.0000049026057,0.000012806948,0.000009249822,0.0024290793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980105,0.00083483796,0.00041000263,0.00012027342,0.00042330983,0.00020104602],"domain_scores_gemma":[0.9985759,0.0002069025,0.00031307634,0.00012951966,0.0006379252,0.00013663353],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094987685,0.00009286213,0.00018192598,0.00020550207,0.0005780136,0.00019608454,0.00018952538,0.0000653006,0.0016433966],"category_scores_gemma":[0.00052260887,0.00006812311,0.00009716242,0.0004902804,0.00006859502,0.0009458705,0.00005162616,0.00034004444,0.000025118185],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024184356,0.001081606,0.04826012,0.000027998274,0.00008822017,0.00014047384,0.24352619,0.0008835646,0.008609159,0.024739154,0.026817,0.6455847],"study_design_scores_gemma":[0.005862278,0.0002953432,0.23298669,0.0017067058,0.000117944,0.00005301054,0.35692933,0.0015633128,0.00283489,0.030902177,0.36556673,0.0011815741],"about_ca_topic_score_codex":0.00010249392,"about_ca_topic_score_gemma":0.009568681,"teacher_disagreement_score":0.6444031,"about_ca_system_score_codex":0.0004796194,"about_ca_system_score_gemma":0.00035483,"threshold_uncertainty_score":0.99926925},"labels":[],"label_agreement":null},{"id":"W3148630619","doi":"10.6084/m9.figshare.13146740.v1","title":"Youth Perspectives on Climate Justice","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate justice; Economic Justice; Political science; Climate change; Sociology; Law; Geology","score_opus":0.7524572669583697,"score_gpt":0.4774716064579855,"score_spread":0.2749856605003842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148630619","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032973448,0.0002712297,5.412745e-7,0.013982055,0.00006609647,0.00025116035,0.1267676,0.0003580945,0.85500586],"genre_scores_gemma":[0.9683597,0.0008240637,0.000026261247,0.003417283,0.000659017,0.000030457939,0.026500091,0.000011726649,0.00017140097],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946934,0.000087196844,0.000056550878,0.00011752325,0.0001374407,0.00013194226],"domain_scores_gemma":[0.99960524,0.000079453894,0.000034408557,0.00011435994,0.00006861277,0.00009793545],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000046570716,0.000047980466,0.00005068851,0.000015355472,0.00037207303,0.00006262173,0.00020219025,0.000043944925,0.28250256],"category_scores_gemma":[0.0011658361,0.00004882226,0.0000346625,0.00014063876,0.000011327145,0.00008150952,0.00005378669,0.00009341021,0.008965836],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023424132,0.00004170443,0.000025235393,0.00006927487,0.000003816811,0.0000013586019,0.8119196,0.0000047329104,0.00002444837,0.0029336885,0.18041772,0.00453496],"study_design_scores_gemma":[0.00010824417,0.000036726356,0.00073113677,0.0001819225,0.000009410041,6.161339e-8,0.4337814,0.00006671754,0.000008204843,0.000010679215,0.56495327,0.000112236085],"about_ca_topic_score_codex":0.0000191849,"about_ca_topic_score_gemma":0.000073491174,"teacher_disagreement_score":0.9650624,"about_ca_system_score_codex":0.000040554372,"about_ca_system_score_gemma":0.000021078531,"threshold_uncertainty_score":0.9918058},"labels":[],"label_agreement":null},{"id":"W3148786553","doi":"10.2312/gfz.lis.2020.002","title":"Det tør!: Frozen-Ground Cartoons; Et international samarbejde mellem kunstnere og permafrostforskere","year":2020,"lang":"en","type":"article","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Université Laval; Université de Montréal","funders":"","keywords":"Art; Geology","score_opus":0.2207302151859682,"score_gpt":0.4199103876324966,"score_spread":0.19918017244652841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148786553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46415508,0.01247709,0.0018503041,0.12831219,0.009432932,0.0036234504,0.016920468,0.002057354,0.36117113],"genre_scores_gemma":[0.9525584,0.0161799,0.0022127046,0.010342321,0.0035164498,0.00018214846,0.00964006,0.00019361133,0.005174387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99308944,0.00090288324,0.0012841336,0.0012770768,0.0018813434,0.0015651239],"domain_scores_gemma":[0.9959617,0.00027622213,0.0005641559,0.001257762,0.00053327956,0.001406836],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014522487,0.0008864505,0.0008737511,0.00038558798,0.0023821313,0.0011008221,0.0024806596,0.0007575419,0.005946941],"category_scores_gemma":[0.00086754817,0.00093581114,0.00064300187,0.0010184097,0.0009094733,0.0019329803,0.00085075834,0.0012245302,0.0013858117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011740145,0.0016362747,0.10379463,0.0005507615,0.0015851007,0.00028117845,0.12472833,0.0011438814,0.032020494,0.31943735,0.3713617,0.042286262],"study_design_scores_gemma":[0.002017532,0.00013352661,0.0049786046,0.00017061229,0.00019353138,0.00002522517,0.009073033,0.0011397442,0.0006358994,0.00050007313,0.9799654,0.0011668301],"about_ca_topic_score_codex":0.014742496,"about_ca_topic_score_gemma":0.09625839,"teacher_disagreement_score":0.60860366,"about_ca_system_score_codex":0.0008595893,"about_ca_system_score_gemma":0.00090105087,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W3152779407","doi":"10.31219/osf.io/ad9v7","title":"Science beliefs, political ideology, and cognitive sophistication","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Sophistication; Ideology; Cognition; Politics; Social psychology; Motivated reasoning; Scientific literacy; Context (archaeology); Sociology; Epistemology; Psychology; Political science; Social science; Science education; Law; Geography","score_opus":0.5074860962485628,"score_gpt":0.5264059270971782,"score_spread":0.01891983084861537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152779407","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08857063,0.00034418123,0.0013952754,0.025668677,0.0007781045,0.00068682514,0.000051414256,0.00014697405,0.8823579],"genre_scores_gemma":[0.99482465,0.0015066805,0.0003458227,0.0011678436,0.00017297025,0.000021254245,0.00007989368,0.0000061658898,0.0018747469],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987402,0.00017009152,0.00015316257,0.00034275415,0.00028278743,0.00031102292],"domain_scores_gemma":[0.9987615,0.00032388154,0.00007583854,0.00029880123,0.00036134545,0.00017865609],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010011924,0.00009760347,0.00013946083,0.00020495472,0.00054718065,0.00015768831,0.0003735209,0.00022746385,0.00088610925],"category_scores_gemma":[0.0009579627,0.00009949685,0.000028546594,0.00018610095,0.0027421468,0.00010963743,0.00078042806,0.00029294024,0.00023818444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003453583,0.000032854914,0.004266005,0.000025322408,0.0000041806757,1.6009427e-7,0.0077109393,2.779999e-7,0.00005688295,0.9817136,0.000115964176,0.00607036],"study_design_scores_gemma":[0.0010406543,0.00018666105,0.4455429,0.00072240096,0.00025160867,0.000007145677,0.094894454,0.002645585,0.00009556459,0.40698817,0.045980584,0.0016442784],"about_ca_topic_score_codex":0.0024295873,"about_ca_topic_score_gemma":0.0011153857,"teacher_disagreement_score":0.906254,"about_ca_system_score_codex":0.00019316516,"about_ca_system_score_gemma":0.00069220876,"threshold_uncertainty_score":0.9999718},"labels":[],"label_agreement":null},{"id":"W3154151020","doi":"10.1175/wcas-d-20-0155.1","title":"“What’s Up with the Weather?” Public Engagement with Extreme Event Attribution in the United Kingdom","year":2021,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Oxford; Royal Bank of Canada","keywords":"Extreme weather; Climate change; Vulnerability (computing); Attribution; Public engagement; Event (particle physics); Risk communication; Science communication; Adaptation (eye); Public relations; Political science; Environmental resource management; Psychology; Social psychology; Business; Computer science; Environmental science; Risk analysis (engineering); Computer security; Ecology","score_opus":0.47587899057904814,"score_gpt":0.406437787633204,"score_spread":0.06944120294584416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154151020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92173785,0.0005174542,0.00027817767,0.07204127,0.00016894916,0.00046415947,0.000012560204,0.00005889056,0.0047206604],"genre_scores_gemma":[0.9733385,0.022273395,0.000062193976,0.0032208145,0.00008569892,0.00008258854,0.00010884617,0.000012511225,0.0008154412],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981436,0.0008509629,0.0001359571,0.00019609641,0.0003540313,0.0003193298],"domain_scores_gemma":[0.99916744,0.00020852787,0.000080339996,0.0003588561,0.00013705615,0.000047777787],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022199273,0.000119410135,0.00011321062,0.000021224943,0.0013554156,0.0004830979,0.00025056888,0.00007937712,0.00039954277],"category_scores_gemma":[0.000016456408,0.00006353582,0.00006752028,0.00061433634,0.00030482185,0.0002683795,0.000079027974,0.0002687913,0.000010614152],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004743293,0.00037174436,0.035099544,0.000047345595,0.00009960317,0.0000065878276,0.8662585,0.000016411625,0.000349924,0.08685363,0.0033508732,0.0074983775],"study_design_scores_gemma":[0.00056446897,0.000040164978,0.023603933,0.00007181259,0.000031518637,0.000004037861,0.4740139,0.00017758658,0.0000063072644,0.00012903257,0.50122184,0.000135444],"about_ca_topic_score_codex":0.0006227611,"about_ca_topic_score_gemma":0.007969985,"teacher_disagreement_score":0.49787095,"about_ca_system_score_codex":0.00010586846,"about_ca_system_score_gemma":0.00007363776,"threshold_uncertainty_score":0.9999447},"labels":[],"label_agreement":null},{"id":"W3157108534","doi":"10.1016/j.spc.2021.04.010","title":"Analyzing sentiments and attitudes toward carbon taxation in Europe, USA, South Africa, Canada and Australia","year":2021,"lang":"en","type":"article","venue":"Sustainable Production and Consumption","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Yanshan University; Department of Education of Hebei Province; China Postdoctoral Science Foundation","keywords":"Government (linguistics); Perception; Sample (material); Public economics; Cluster (spacecraft); Negative correlation; Political science; Economics; Psychology; Medicine","score_opus":0.22347199526235,"score_gpt":0.37803630085384415,"score_spread":0.15456430559149414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157108534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996594,0.0012003524,0.000006478919,0.0012804205,0.00010249489,0.00017397453,0.0000024273263,0.0000145334125,0.0006253356],"genre_scores_gemma":[0.9849833,0.0066486895,0.000043977358,0.000024143726,0.000049754653,0.000012784301,0.0000186292,0.0000044812846,0.008214232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990513,0.0002404569,0.00013837594,0.00024831409,0.00013111853,0.00019043387],"domain_scores_gemma":[0.9994513,0.000018558272,0.00009457729,0.00010359309,0.00026211754,0.00006986089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045883172,0.00007430667,0.00009049847,0.00008678139,0.00032554747,0.00012204309,0.00003082619,0.000050036648,0.0001241567],"category_scores_gemma":[0.00041839638,0.000085149215,0.0000060723455,0.00033068954,0.000113614224,0.00020252969,0.00005629455,0.00010073138,0.000001898391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001595572,0.000027659316,0.97579795,0.00017020965,0.00000847393,0.000007110662,0.018471934,0.000008222288,0.0005261462,0.0014126876,0.00009492213,0.003458705],"study_design_scores_gemma":[0.00024468056,0.000009859316,0.9506609,0.000052814314,0.000024764315,0.000005670698,0.035818126,0.00006799316,0.00010665582,0.00014313855,0.012693572,0.00017183415],"about_ca_topic_score_codex":0.24246322,"about_ca_topic_score_gemma":0.6353517,"teacher_disagreement_score":0.39288852,"about_ca_system_score_codex":0.00017150778,"about_ca_system_score_gemma":0.00016075435,"threshold_uncertainty_score":0.7625813},"labels":[],"label_agreement":null},{"id":"W3157329726","doi":"10.3390/cli9050070","title":"Climate Change in the 2019 Canadian Federal Election","year":2021,"lang":"en","type":"article","venue":"Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; MacEwan University","funders":"Government of Canada","keywords":"Climate change; Salience (neuroscience); Federal election; Elite; Political science; Politics; Survey data collection; Primary election; Globe; Climate change mitigation; Public administration; General election; Psychology","score_opus":0.3709342981709783,"score_gpt":0.44915757760076747,"score_spread":0.07822327942978918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157329726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5468801,0.0007305291,0.0000014256517,0.06300772,0.0007794827,0.00045121496,0.0001105578,0.00008875784,0.38795018],"genre_scores_gemma":[0.9625331,0.031338595,0.00002931346,0.005258589,0.0003263953,0.00005287294,0.00024201255,0.0000098407745,0.00020924676],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99863875,0.0004543853,0.00013751653,0.00014191774,0.00015661505,0.00047081758],"domain_scores_gemma":[0.99946904,0.00006789383,0.000039637398,0.00025760074,0.00007053131,0.00009532087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009720408,0.00007030389,0.00008419196,0.000080109785,0.0010034685,0.00019688962,0.00022288905,0.00009228492,0.0013147126],"category_scores_gemma":[0.00006536895,0.00006329136,0.000044800727,0.0004457876,0.0000643361,0.00019610614,0.000038094215,0.00016563291,0.00042931075],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004738182,0.00034125728,0.20428453,0.000070292765,0.000013428768,0.000105177816,0.41245207,0.0000039910037,0.0014483127,0.17036895,0.016276402,0.19458818],"study_design_scores_gemma":[0.00036479643,0.00002530897,0.5562739,0.00008105325,0.000010590653,0.000013069645,0.029871969,0.00015506236,0.000029820836,0.0008031509,0.41208696,0.00028434957],"about_ca_topic_score_codex":0.20119113,"about_ca_topic_score_gemma":0.95892704,"teacher_disagreement_score":0.7577359,"about_ca_system_score_codex":0.00021188517,"about_ca_system_score_gemma":0.00009338321,"threshold_uncertainty_score":0.9995982},"labels":[],"label_agreement":null},{"id":"W3157347977","doi":"10.34778/2b","title":"Inaccuracies and exaggerations (Health Coverage)","year":2021,"lang":"en","type":"article","venue":"DOCA - Database of Variables for Content Analysis","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Schema (genetic algorithms); Psychology; Public health; Breast cancer; Medicine; Cancer; Sociology; Media studies; Computer science; Pathology; Information retrieval","score_opus":0.54595241187955,"score_gpt":0.4672445782973862,"score_spread":0.07870783358216382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157347977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43736866,0.018713579,0.42785624,0.06499043,0.0007472496,0.0022776641,0.014622648,0.00027861277,0.033144902],"genre_scores_gemma":[0.94173634,0.040387552,0.0068212985,0.000813016,0.000083070525,0.000060193703,0.008078626,0.000008901526,0.0020110102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990241,0.00020693394,0.00028003086,0.0001737414,0.00016360312,0.000151577],"domain_scores_gemma":[0.99869114,0.00036506116,0.00016963737,0.0003426774,0.00034371094,0.00008778735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008134901,0.00006830078,0.00025036462,0.00014622905,0.0005571257,0.00008962181,0.00011965348,0.000035662048,0.00082118995],"category_scores_gemma":[0.00051653857,0.00007084123,0.000120247874,0.0006969285,0.000107552434,0.0002741498,0.000070936156,0.00004563276,0.0000023462665],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010034894,0.0008258227,0.040921725,0.00041533454,0.0023603556,0.000002928957,0.04443105,0.00019743896,0.008322146,0.8596321,0.009787667,0.033003137],"study_design_scores_gemma":[0.002593491,0.00017002302,0.022205044,0.0003427769,0.0038017486,0.0000029798239,0.14844705,0.016678808,0.0006329549,0.0037156634,0.8005241,0.00088534673],"about_ca_topic_score_codex":0.006018837,"about_ca_topic_score_gemma":0.033014826,"teacher_disagreement_score":0.8559164,"about_ca_system_score_codex":0.00005571888,"about_ca_system_score_gemma":0.00015802152,"threshold_uncertainty_score":0.9846301},"labels":[],"label_agreement":null},{"id":"W3157360902","doi":"10.1386/jem_00039_1","title":"Topic modelling of public Twitter discourses, part bot, part active human user, on climate change and global warming","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Media","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Global warming; Climate change; Term (time); Terminology; Global change; Computer science; Political science; Ecology","score_opus":0.4883174108643368,"score_gpt":0.4069129758450893,"score_spread":0.08140443501924749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157360902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939065,0.0005876276,0.000015364196,0.0027326662,0.00034508336,0.00006618118,0.00004505515,0.0000036697484,0.0022978566],"genre_scores_gemma":[0.97674423,0.022309666,0.000113535876,0.00022628426,0.0005285543,0.0000032414198,0.000018385406,0.0000056211843,0.000050469574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99893177,0.000198698,0.0002594201,0.000095509145,0.00033885188,0.0001757521],"domain_scores_gemma":[0.9994016,0.00007480664,0.000252514,0.00012120955,0.000016781963,0.00013308157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038518736,0.000077070115,0.00016181014,0.00003446616,0.00020119965,0.000034534718,0.00012527034,0.000060582457,0.0007900213],"category_scores_gemma":[0.00003095925,0.00007126799,0.0000665024,0.000059672853,0.00018271958,0.0003042316,0.00007607672,0.00014010251,0.000005665098],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020501259,0.0028582166,0.36916852,0.000118987766,0.00024407607,0.00012223463,0.20962177,0.000065770284,0.010769559,0.010304786,0.0012697857,0.39525127],"study_design_scores_gemma":[0.003489679,0.00063771877,0.48184508,0.0012025047,0.00028924935,0.000079657984,0.26455382,0.00022019674,0.0017998018,0.0030648946,0.2419515,0.00086588867],"about_ca_topic_score_codex":0.000029393314,"about_ca_topic_score_gemma":0.00030470866,"teacher_disagreement_score":0.3943854,"about_ca_system_score_codex":0.00017136689,"about_ca_system_score_gemma":0.000016313528,"threshold_uncertainty_score":0.86501795},"labels":[],"label_agreement":null},{"id":"W3158020879","doi":"10.5070/g314552422","title":"Review: Ecopiety: Green Media and the Dilemma of Environmental Virtue","year":2021,"lang":"en","type":"article","venue":"Electronic Green Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NanoQuébec (Canada)","funders":"","keywords":"Dilemma; Virtue; Environmental ethics; Sociology; Philosophy; Epistemology","score_opus":0.10003089410478032,"score_gpt":0.35036344433742633,"score_spread":0.250332550232646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158020879","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40394455,0.43214783,0.000077951234,0.1487686,0.00036535374,0.0005086665,0.000035810488,0.000031770556,0.01411946],"genre_scores_gemma":[0.55005336,0.44851056,0.000016274898,0.0008867777,0.00018465934,0.0000031423208,0.000008219604,0.0000046703344,0.00033232072],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986447,0.00061912765,0.000215854,0.000080305836,0.00023798435,0.0002019961],"domain_scores_gemma":[0.9993961,0.00017252682,0.00014714319,0.00017164309,0.000038368627,0.000074209805],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014307065,0.0000622802,0.0001517998,0.000019598876,0.0004125251,0.000028447022,0.00023176758,0.00004070239,0.0026082909],"category_scores_gemma":[0.0000992117,0.00004572245,0.000086241394,0.00010605655,0.00031316758,0.00010843784,0.000068436486,0.00031814288,0.000016640268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015953553,0.0002541743,0.012078852,0.00020209646,0.00025561286,0.000014949756,0.06419124,9.187542e-7,0.0030022305,0.08074016,0.00794575,0.83115447],"study_design_scores_gemma":[0.0024888536,0.000099780846,0.035539288,0.00052075787,0.0001897974,0.00031901474,0.008646307,0.0000591223,0.000058773578,0.02550904,0.9262871,0.00028216923],"about_ca_topic_score_codex":0.00033980302,"about_ca_topic_score_gemma":0.0056170244,"teacher_disagreement_score":0.91834134,"about_ca_system_score_codex":0.00011177625,"about_ca_system_score_gemma":0.00015142997,"threshold_uncertainty_score":0.9983035},"labels":[],"label_agreement":null},{"id":"W3158813541","doi":"10.1016/j.oneear.2021.03.004","title":"A story induces greater environmental contributions than scientific information among liberals but not conservatives","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"Kansas NSF EPSCoR; Nature Conservancy","keywords":"Narrative; Politics; Scientific evidence; Reading (process); Psychology; Environmental ethics; History; Sociology; Social psychology; Aesthetics; Political science; Literature; Law; Epistemology; Art; Philosophy","score_opus":0.2362754255460833,"score_gpt":0.3560126629195485,"score_spread":0.11973723737346517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158813541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98578227,0.000058130965,0.00003340636,0.0042121923,0.00020377256,0.00014891494,0.00019525946,0.000050839637,0.009315206],"genre_scores_gemma":[0.99064386,0.000305919,0.00008727447,0.00038109973,0.00006349741,0.000019944739,0.00048065453,0.000003361711,0.008014395],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989523,0.0003703753,0.00014017333,0.000113762064,0.00025040738,0.00017293071],"domain_scores_gemma":[0.99944854,0.00007741508,0.000085893334,0.00021775032,0.00008475601,0.00008567559],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005380905,0.0000640818,0.00009010227,0.00006096538,0.0011715319,0.0003140553,0.00012156356,0.000073796495,0.0024653412],"category_scores_gemma":[0.00014271334,0.00006962799,0.00004525845,0.00012728658,0.00054512866,0.0009578649,0.0000653492,0.00013024303,0.00045679673],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008695294,0.0007329103,0.16102754,0.00004918037,0.00014319211,0.000007968517,0.5579856,0.000015723095,0.19124937,0.04039361,0.005576871,0.042731084],"study_design_scores_gemma":[0.000416595,0.000019822803,0.75967985,0.00004213295,0.000016059754,0.00000109084,0.031885613,0.000044718163,0.00934603,0.00019912403,0.19815391,0.00019504539],"about_ca_topic_score_codex":0.0002995834,"about_ca_topic_score_gemma":0.0023162428,"teacher_disagreement_score":0.5986523,"about_ca_system_score_codex":0.00006834331,"about_ca_system_score_gemma":0.000116459465,"threshold_uncertainty_score":0.9984465},"labels":[],"label_agreement":null},{"id":"W3159568377","doi":"10.5070/g314552420","title":"Review: Climate Change and Post-Political Communication: Media, Emotion, and Environmental Advocacy","year":2021,"lang":"en","type":"article","venue":"Electronic Green Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NanoQuébec (Canada)","funders":"","keywords":"Environmental communication; Climate change; Politics; Environmental ethics; Political science; Political communication; Sociology; Social psychology; Psychology; Public relations; Ecology; Law","score_opus":0.15448412239445106,"score_gpt":0.3750905654399564,"score_spread":0.22060644304550533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159568377","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35294783,0.44449425,0.000019344767,0.1937428,0.0001554752,0.00036969522,0.000036972877,0.00005598755,0.008177666],"genre_scores_gemma":[0.45218346,0.54390466,0.00005251765,0.0035135518,0.0001982162,0.000006495605,0.00006999607,0.0000064520964,0.0000646279],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983469,0.0006464835,0.00022136816,0.00012886239,0.00020913676,0.00044722145],"domain_scores_gemma":[0.9992187,0.00012632494,0.00009544924,0.00023340622,0.000080341255,0.0002457661],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009887945,0.000091007336,0.0001466829,0.00003944262,0.00094075,0.00008791342,0.00017816295,0.00006732992,0.0012143304],"category_scores_gemma":[0.0001224806,0.00009283489,0.000044759756,0.00009657553,0.00027037907,0.00028292625,0.0001377606,0.00040840587,0.00002404948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005234621,0.0004027232,0.035999704,0.00034266367,0.00009123238,0.000026585229,0.11329422,5.2228554e-8,0.0009036926,0.16466096,0.003684569,0.6805413],"study_design_scores_gemma":[0.0014880267,0.00021599796,0.14824796,0.0014273798,0.00020245074,0.0017170651,0.07606154,0.00006113598,0.000023185788,0.013539422,0.7563892,0.00062662654],"about_ca_topic_score_codex":0.00017655517,"about_ca_topic_score_gemma":0.0015059127,"teacher_disagreement_score":0.7527046,"about_ca_system_score_codex":0.00019379595,"about_ca_system_score_gemma":0.00012460379,"threshold_uncertainty_score":0.9996987},"labels":[],"label_agreement":null},{"id":"W3160543639","doi":"10.31234/osf.io/gmzhs","title":"Framing Effects of Corporate Action on Climate Change: Implications for Consumer Attitudes and Behaviour","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Business; Public relations; Public policy; Public engagement; Perception; Government (linguistics); Marketing; Politics; Corporate social responsibility; Private sector; Public economics; Economics; Political science; Psychology","score_opus":0.6830023740369395,"score_gpt":0.5175423961232767,"score_spread":0.16545997791366285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3160543639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9524001,0.0011144583,0.0016119657,0.028932828,0.0013063826,0.006283405,0.00067888515,0.00043423378,0.00723778],"genre_scores_gemma":[0.97019404,0.027491342,0.0007584571,0.00037446324,0.00016617186,0.0006644853,0.00027943947,0.00001696012,0.00005466559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991177,0.0001465935,0.00020408756,0.00026714834,0.00010763066,0.00015689313],"domain_scores_gemma":[0.9987029,0.00037799685,0.0003716499,0.00029850524,0.00015856158,0.00009042943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003005894,0.00013009123,0.0002233688,0.00008019028,0.00037563295,0.00007241875,0.00019536195,0.00023844546,0.00005367947],"category_scores_gemma":[0.00014353017,0.00013481741,0.00007621547,0.00008977627,0.00017079097,0.00007425791,0.00022162903,0.00020001591,0.000009422784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022158022,0.0008091229,0.38289922,0.007691832,0.00016571723,7.3868546e-7,0.06284328,0.0000062901813,0.013993399,0.233495,0.002262743,0.29561108],"study_design_scores_gemma":[0.0005322909,0.0001536635,0.981229,0.0006787513,0.00019653593,4.0109282e-7,0.0025366724,0.00013781001,0.0004823959,0.008631621,0.0049831346,0.0004377259],"about_ca_topic_score_codex":0.00087784475,"about_ca_topic_score_gemma":0.0032870392,"teacher_disagreement_score":0.5983298,"about_ca_system_score_codex":0.00006696574,"about_ca_system_score_gemma":0.000044647422,"threshold_uncertainty_score":0.54976946},"labels":[],"label_agreement":null},{"id":"W3163589577","doi":"10.21203/rs.3.rs-128506/v1","title":"Reasoning about Climate Change","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Agence Nationale de la Recherche; William and Flora Hewlett Foundation; John Templeton Foundation","keywords":"Climate change; Geology; Oceanography","score_opus":0.7997041556620127,"score_gpt":0.6074480273741288,"score_spread":0.19225612828788385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163589577","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049753137,0.0077844346,0.000043858934,0.110873275,0.0012609466,0.0044563697,0.00061017286,0.0010298253,0.824188],"genre_scores_gemma":[0.8052771,0.18899018,0.000348793,0.00038885526,0.0029291098,0.00080917147,0.0006042869,0.000052967458,0.0005995595],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950566,0.0020853127,0.00023827417,0.00048419612,0.0013309652,0.0008046153],"domain_scores_gemma":[0.99780035,0.00034335125,0.00010551522,0.0007840552,0.0005911812,0.00037552568],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0040319283,0.00016150018,0.00025220198,0.00024732164,0.0015425681,0.0005060836,0.0010821399,0.00043405293,0.0026553092],"category_scores_gemma":[0.001225829,0.00017600543,0.00015291596,0.00056998123,0.00041095633,0.00014873884,0.002306649,0.0018300866,0.0013164338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013818774,0.00025974275,0.024034202,0.0027264103,0.000048865077,0.000046206667,0.53421474,0.0000056175927,0.00013995306,0.16328688,0.020198364,0.25490084],"study_design_scores_gemma":[0.0002847046,0.000091196445,0.06315758,0.003320295,0.000016803351,6.535155e-7,0.058707863,0.0009163703,0.0000081722565,0.008654039,0.8642564,0.00058590766],"about_ca_topic_score_codex":0.0064046886,"about_ca_topic_score_gemma":0.0070838328,"teacher_disagreement_score":0.84405804,"about_ca_system_score_codex":0.00048010374,"about_ca_system_score_gemma":0.00026701967,"threshold_uncertainty_score":0.9997573},"labels":[],"label_agreement":null},{"id":"W3164995731","doi":"10.1016/j.cobeha.2021.03.013","title":"Understanding the effects of partisan identity on climate change","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Behavioral Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Vetenskapsrådet; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; John Templeton Foundation","keywords":"Climate change; Identity (music); Ideology; Political science; Political economy; Climate change mitigation; Social psychology; Sociology; Psychology; Politics; Law; Ecology","score_opus":0.8823960688438844,"score_gpt":0.590117088555805,"score_spread":0.2922789802880794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164995731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777408,0.0026781631,0.00007703768,0.004350394,0.010455125,0.00057361304,0.000014063241,0.00004993599,0.00406087],"genre_scores_gemma":[0.9787356,0.021004543,0.000012512526,0.000029647475,0.0001577507,0.000042617223,0.000008980324,0.0000024963674,0.0000058198707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985693,0.00041466465,0.00017606025,0.00017258093,0.00042913298,0.00023827824],"domain_scores_gemma":[0.9994534,0.00020354481,0.0000991248,0.00016709254,0.0000288839,0.000047912366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082357146,0.00006535841,0.000095947114,0.00007694528,0.0006961994,0.0001106593,0.00036276248,0.000039085837,0.0001612475],"category_scores_gemma":[0.00008438349,0.000050932846,0.00005002265,0.000824209,0.0006006147,0.00040005104,0.000108731365,0.00011898838,0.000011401957],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010963309,0.0007692703,0.41693217,0.00018900466,0.0000014553752,7.945512e-7,0.068324186,0.0000038540393,0.0006124408,0.44717717,0.00034800806,0.065630674],"study_design_scores_gemma":[0.0011461062,0.0005309662,0.79433006,0.004031434,0.00003736685,0.0000020154246,0.15008159,0.00020620484,0.00054002466,0.023072422,0.025315985,0.0007058388],"about_ca_topic_score_codex":0.00019845873,"about_ca_topic_score_gemma":0.0012418637,"teacher_disagreement_score":0.42410475,"about_ca_system_score_codex":0.00010151894,"about_ca_system_score_gemma":0.000044394998,"threshold_uncertainty_score":0.5354673},"labels":[],"label_agreement":null},{"id":"W3165160003","doi":"10.1016/j.copsyc.2021.04.009","title":"Recent developments in the social identity approach to the psychology of climate change","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social identity theory; Status quo; Social psychology; Psychology; Identity (music); Climate change; Collective identity; Categorization; Social change; Social identity approach; Social group; Identity change; System justification; Political science; Epistemology; Politics","score_opus":0.8655917921442183,"score_gpt":0.66416474127368,"score_spread":0.20142705087053836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165160003","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009156183,0.967754,0.000026554819,0.004319018,0.006945802,0.0015570507,0.00005228047,0.000013664192,0.019322466],"genre_scores_gemma":[0.000016812835,0.99691325,0.00005401132,0.00062406744,0.0006784876,0.001187183,0.0005059724,0.000016357595,0.0000038484814],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937248,0.004137105,0.00086064526,0.00047848126,0.00034922463,0.00044974117],"domain_scores_gemma":[0.9986291,0.00018727873,0.00041314567,0.0006301789,0.00009480589,0.000045501554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036168548,0.0002305885,0.0007785238,0.00034916532,0.00031581594,0.000046784255,0.0017231565,0.0003909274,0.00017331782],"category_scores_gemma":[0.00014772381,0.00016387919,0.00019066653,0.001967739,0.00025677268,0.00009658139,0.00026960985,0.00075298187,0.00010597727],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045170254,0.0003897175,0.00013848368,0.0006889082,0.000006951364,1.17300644e-7,0.025373604,1.6187322e-8,1.0500152e-8,0.008682876,0.0057992097,0.9589156],"study_design_scores_gemma":[0.00018206194,0.0000102413,0.004169008,0.0016027715,0.000015370286,0.000003716639,0.0022381267,1.8990798e-7,5.2840726e-10,0.00012756631,0.9914978,0.00015313199],"about_ca_topic_score_codex":0.00006440358,"about_ca_topic_score_gemma":0.0007795163,"teacher_disagreement_score":0.9856986,"about_ca_system_score_codex":0.00015652184,"about_ca_system_score_gemma":0.00011157331,"threshold_uncertainty_score":0.66827995},"labels":[],"label_agreement":null},{"id":"W3166330670","doi":"10.4324/9781003090304","title":"Climate Change and Journalism","year":2021,"lang":"en","type":"book","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Journalism; Climate change; Political science; Geology; Oceanography; Law","score_opus":0.6835498074023192,"score_gpt":0.4760076747436469,"score_spread":0.20754213265867227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166330670","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003709025,0.0032974642,0.0000016236916,0.007879327,0.00026854363,0.00013879585,0.00002086352,0.00005713164,0.98829913],"genre_scores_gemma":[0.00008689892,0.3242495,0.000067764064,0.0013537952,0.00090021774,0.000011229069,0.00011797132,0.000012100453,0.67320055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992447,0.00012785809,0.00012768853,0.00013268403,0.00019921582,0.00016784466],"domain_scores_gemma":[0.9994412,0.000070955575,0.00008623367,0.00019931693,0.00009560543,0.00010665698],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044676985,0.00009255033,0.00015111851,0.00006167142,0.00046494874,0.00016232711,0.0001515747,0.00024463978,0.011740244],"category_scores_gemma":[0.000027458576,0.00009232998,0.000054797605,0.000042885426,0.00014295708,0.00010621488,0.00013354683,0.00020929844,0.00014707494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038583557,0.000024396399,0.00010851687,0.00009343874,0.000016674192,0.000010563389,0.0661554,4.7711533e-9,0.0000056491403,0.52121526,0.114244424,0.2981218],"study_design_scores_gemma":[0.000053370524,0.0000044644576,0.00017760112,0.00015623811,0.000014382826,0.0000024036262,0.0025278947,0.0000016347076,1.1933086e-7,0.0024462114,0.99449784,0.000117827185],"about_ca_topic_score_codex":0.0002404694,"about_ca_topic_score_gemma":0.0081409,"teacher_disagreement_score":0.88025343,"about_ca_system_score_codex":0.00011237354,"about_ca_system_score_gemma":0.00008093077,"threshold_uncertainty_score":0.98916316},"labels":[],"label_agreement":null},{"id":"W3167861293","doi":"10.1371/journal.pone.0252952","title":"Evidence-based communication on climate change and health: Testing videos, text, and maps on climate change and Lyme disease in Manitoba, Canada","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Climate change; Health communication; Public health; Psychological intervention; Interpersonal communication; Geography; Behavior change; Public relations; Psychology; Political science; Environmental resource management; Environmental planning; Medicine; Social psychology; Ecology","score_opus":0.7730067187921098,"score_gpt":0.40305241613945925,"score_spread":0.36995430265265056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167861293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9058957,0.012435393,1.4938668e-7,0.07977652,0.000036606354,0.000740638,0.00015090615,0.00005458638,0.00090951106],"genre_scores_gemma":[0.843222,0.14946176,0.00019822086,0.0067011085,0.00010209854,0.00018205508,0.000107517255,0.00001537076,0.000009826638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815845,0.0005938138,0.00024261675,0.00029611698,0.00035096196,0.00035803573],"domain_scores_gemma":[0.9983405,0.0007184506,0.00014744868,0.00042058862,0.00010326846,0.00026978255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009100513,0.00014148113,0.00022745632,0.00009866588,0.0007996303,0.00012672131,0.0001508425,0.00006043427,0.00004154223],"category_scores_gemma":[0.00042659993,0.0001572264,0.000013177454,0.0002870845,0.00013755728,0.00027482145,0.00016590499,0.00019147494,0.0000058944297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019455749,0.0010442021,0.8418223,0.0011842916,0.000017395887,0.000023789298,0.017396318,0.0000011072175,0.00038130992,0.0035880222,0.00017238551,0.13417429],"study_design_scores_gemma":[0.00064601266,0.00013694157,0.98335165,0.008093368,0.00003893407,5.4036445e-7,0.004983594,0.0012176363,0.000038093858,0.00022751515,0.0009491649,0.00031657182],"about_ca_topic_score_codex":0.32120588,"about_ca_topic_score_gemma":0.91228604,"teacher_disagreement_score":0.5910801,"about_ca_system_score_codex":0.0003573754,"about_ca_system_score_gemma":0.00015597783,"threshold_uncertainty_score":0.68331426},"labels":[],"label_agreement":null},{"id":"W3168121714","doi":"10.4000/erea.11940","title":"Imaging the Climate Crisis. The Ceramic Art of Horie, Galloway, Snider, and Rhymer-Zwierciadlowska","year":2021,"lang":"en","type":"article","venue":"E-rea","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Manitoba Hydro","funders":"","keywords":"Civilization; Aesthetics; History; Sociology; Environmental ethics; Visual arts; Art; Archaeology; Philosophy","score_opus":0.19532143534706506,"score_gpt":0.4073705841525948,"score_spread":0.21204914880552975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168121714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43016577,0.0058003813,0.000047685786,0.1949591,0.0007645889,0.00041734288,0.00005280541,0.000111429355,0.3676809],"genre_scores_gemma":[0.9699822,0.026251862,0.00006756235,0.001585508,0.00014880349,0.00001564235,0.000024958512,0.000010015605,0.0019134318],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998958,0.0003310723,0.00016958496,0.00013343884,0.00021012923,0.00019778444],"domain_scores_gemma":[0.99917173,0.00018382438,0.00008111992,0.00040609317,0.00011469628,0.0000425103],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008314695,0.000073737734,0.00010738177,0.000020148496,0.00081107434,0.00011359466,0.0002643943,0.00003886217,0.0012219987],"category_scores_gemma":[0.00012934308,0.000049279555,0.000061562285,0.00021969913,0.00031654406,0.00014168328,0.0001503124,0.00013654587,0.00008359401],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008937708,0.00040895698,0.05731221,0.00014626577,0.000120127355,0.000019006,0.38525257,0.000010152591,0.014004911,0.118963294,0.25035262,0.17332052],"study_design_scores_gemma":[0.00027198868,0.000013808906,0.06527749,0.00005292045,0.00005367442,0.000013066605,0.11836526,0.00013004118,0.00029014066,0.0030953805,0.81224334,0.00019287514],"about_ca_topic_score_codex":0.0006327385,"about_ca_topic_score_gemma":0.0052645705,"teacher_disagreement_score":0.5618907,"about_ca_system_score_codex":0.00003134618,"about_ca_system_score_gemma":0.00004881797,"threshold_uncertainty_score":0.999691},"labels":[],"label_agreement":null},{"id":"W3168982265","doi":"10.1215/22011919-8867175","title":"Carbon Vitalism","year":2021,"lang":"en","type":"article","venue":"Environmental Humanities","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Canada Research Chairs","keywords":"Vitalism; Denial; Climate justice; Politics; Framing (construction); Sociology; Epistemology; Environmental ethics; Aesthetics; Climate change; Philosophy; Psychology; Ecology; Political science; Law; History; Psychoanalysis","score_opus":0.4241707453230353,"score_gpt":0.3843744919374023,"score_spread":0.039796253385632974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168982265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5688016,0.00043610035,5.9352516e-7,0.0004616406,0.00012417207,0.000031322947,0.000007783962,0.000032669064,0.43010417],"genre_scores_gemma":[0.9681136,0.0034592634,0.000026909232,0.00044150953,0.00016103897,0.000008119442,0.000072622766,0.000006189245,0.027710741],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994991,0.00010749322,0.00006416179,0.00007792511,0.00014685055,0.00010450413],"domain_scores_gemma":[0.999788,0.000026304342,0.000018753779,0.0001379025,0.000003348117,0.000025690353],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000812728,0.000043055366,0.000045247474,0.000015738926,0.00039094518,0.000047790127,0.00008464728,0.000032324646,0.009142449],"category_scores_gemma":[0.0000079601405,0.00005131745,0.000028339737,0.000022230943,0.0002402388,0.000078138415,0.00005671439,0.000050818882,0.00015776641],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013513002,0.000590649,0.020113532,0.000026268983,0.000043596723,0.000045326335,0.72942084,0.0000033331323,0.037443466,0.17035617,0.0029699604,0.03897332],"study_design_scores_gemma":[0.000092203125,0.000009451791,0.010273018,0.000007970502,0.0000068522927,0.0000019187414,0.17562877,0.000005539532,0.0006794793,0.001323235,0.8118413,0.00013024248],"about_ca_topic_score_codex":0.0003257191,"about_ca_topic_score_gemma":0.0024993352,"teacher_disagreement_score":0.8088714,"about_ca_system_score_codex":0.00012852834,"about_ca_system_score_gemma":0.000010487027,"threshold_uncertainty_score":0.99176335},"labels":[],"label_agreement":null},{"id":"W3170523907","doi":"10.1007/s10508-021-02020-w","title":"Response to Commentaries on Sakaluk (2020)","year":2021,"lang":"en","type":"letter","venue":"Archives of Sexual Behavior","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Public health; Psychology; Sexual behavior; Social psychology; Medicine; Nursing","score_opus":0.35936440428395167,"score_gpt":0.45062448487479534,"score_spread":0.09126008059084367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170523907","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10873249,0.00007723755,0.0000046497667,0.8809661,0.00041814646,0.00047029337,0.00038584069,0.000054404092,0.008890827],"genre_scores_gemma":[0.0153680965,0.00095425715,0.0013780062,0.94084615,0.0017934755,0.00029956616,0.002622168,0.00007605587,0.036662247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975376,0.0011498451,0.00027380977,0.00030375092,0.0004420865,0.00029292286],"domain_scores_gemma":[0.99721754,0.001835629,0.00012637171,0.00067344576,0.00004907589,0.0000979631],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033789416,0.0001770049,0.0002773709,0.00017498407,0.00036295,0.00007535662,0.0006268408,0.00023143979,0.002101108],"category_scores_gemma":[0.0002886291,0.00019131877,0.0000759342,0.00016134336,0.00042289172,0.00004642046,0.00023056754,0.0007003256,0.00012036938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026531282,0.00017562663,0.0007979433,0.000038240814,0.000016414062,0.00006907555,0.07954231,3.5318607e-7,0.0040169787,0.00010991557,0.87096035,0.044007454],"study_design_scores_gemma":[0.00013226781,0.00024980755,0.009166903,0.0000866309,0.000050188584,0.0000012387259,0.009837491,1.8824394e-7,0.000075409815,0.000034103577,0.98016185,0.00020392326],"about_ca_topic_score_codex":0.0018653836,"about_ca_topic_score_gemma":0.0020709685,"teacher_disagreement_score":0.10920147,"about_ca_system_score_codex":0.00007646805,"about_ca_system_score_gemma":0.0001456526,"threshold_uncertainty_score":0.9988111},"labels":[],"label_agreement":null},{"id":"W3170826695","doi":"10.1146/annurev-environ-012220-022716","title":"Anxiety, Worry, and Grief in a Time of Environmental and Climate Crisis: A Narrative Review","year":2021,"lang":"en","type":"review","venue":"Annual Review of Environment and Resources","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":628,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Memorial University of Newfoundland","funders":"","keywords":"Worry; Constructive; Psychology; Grief; Anxiety; Narrative; Climate change; Social psychology; Environmental ethics; Sociology; Psychotherapist; Ecology; Process (computing)","score_opus":0.09038594748442702,"score_gpt":0.3905229374323016,"score_spread":0.3001369899478746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170826695","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042399685,0.99687284,4.9595005e-8,0.00076247955,0.000013124193,0.0009369678,0.00020627255,0.000004707609,0.0007795514],"genre_scores_gemma":[0.00003839533,0.9991884,0.00003466235,0.0003470414,0.000030808864,0.0000702519,0.00013396655,0.000015597832,0.00014087734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972335,0.0010534,0.00080922805,0.00036056936,0.00034248017,0.00020078826],"domain_scores_gemma":[0.99880224,0.00018241341,0.00059795624,0.00029972233,0.000009540618,0.0001081113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015390267,0.00027348867,0.0016853323,0.00007581104,0.00014847502,0.000018400475,0.00022062968,0.00016703315,0.0010177629],"category_scores_gemma":[0.000065799475,0.00021859547,0.00019149204,0.00013371589,0.0006071244,0.00010582989,0.00043988536,0.00020811973,0.000010376507],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028845106,0.00011015037,0.0001746903,0.110844746,0.00004583665,0.00000168384,0.019347504,4.7700444e-9,0.0000010913674,0.00003220463,0.0009951583,0.868444],"study_design_scores_gemma":[0.00007104651,0.000039007264,0.00017204278,0.15704037,0.0003386457,0.000004993023,0.0060407,8.64669e-8,4.4993357e-8,0.000004140986,0.83611923,0.0001696848],"about_ca_topic_score_codex":0.000052333522,"about_ca_topic_score_gemma":0.000029890849,"teacher_disagreement_score":0.86827433,"about_ca_system_score_codex":0.000048165635,"about_ca_system_score_gemma":0.000019796078,"threshold_uncertainty_score":0.99989545},"labels":[],"label_agreement":null},{"id":"W3171305677","doi":"10.1007/s11625-021-00965-4","title":"Finding shared meaning in the Anthropocene: engaging diverse perspectives on climate change","year":2021,"lang":"en","type":"article","venue":"Sustainability Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Spinal Cord Injury BC","funders":"Norges Forskningsråd; Universitetet i Oslo","keywords":"Sociology; Climate change; Transformative learning; Meaning (existential); Epistemology; Sustainability; Environmental ethics; Anthropocene; Meaning-making; Action (physics); Psychology; Ecology","score_opus":0.3932121115572771,"score_gpt":0.49037547782059954,"score_spread":0.09716336626332245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171305677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90907776,0.00013993778,0.00001127609,0.02830129,0.00017975114,0.00050292007,0.0000075141475,0.00006245449,0.0617171],"genre_scores_gemma":[0.99797654,0.0013439966,0.00008289622,0.000435372,0.000089145025,0.000040422605,0.0000034787784,0.0000036655251,0.000024491916],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997598,0.0007642066,0.00013938904,0.0003971709,0.0005801112,0.0005211101],"domain_scores_gemma":[0.9985125,0.00037042418,0.000056969828,0.00049150153,0.00049912184,0.000069471454],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055156206,0.00008486367,0.000095475516,0.00014745608,0.0030289106,0.00034928328,0.0007025843,0.000040662857,0.00036882062],"category_scores_gemma":[0.0042972146,0.000072791285,0.000046297064,0.0019170711,0.0015010091,0.0007739157,0.00024594058,0.00025826224,0.000013649264],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008078503,0.00012916462,0.052858595,0.000022614986,5.932972e-7,0.000011372245,0.8227755,0.000007698072,0.000058109195,0.10394948,0.00001387094,0.020164935],"study_design_scores_gemma":[0.00009517892,0.000015588917,0.118258424,0.00002870872,0.0000020307516,7.678355e-7,0.8766041,0.0001467467,0.000015698224,0.0029872137,0.001753943,0.00009159862],"about_ca_topic_score_codex":0.0011494193,"about_ca_topic_score_gemma":0.002617228,"teacher_disagreement_score":0.10096227,"about_ca_system_score_codex":0.0012025061,"about_ca_system_score_gemma":0.00037064543,"threshold_uncertainty_score":0.998269},"labels":[],"label_agreement":null},{"id":"W3171749960","doi":"10.1037/cep0000253","title":"Canadian Journal of (Experimental) Psychology: The first 70 years.","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"PsycINFO; History of psychology; Library science; Psychology; Social science; Political science; Sociology; MEDLINE; Psychoanalysis; Law; Computer science","score_opus":0.2557161975061469,"score_gpt":0.4317697537088695,"score_spread":0.17605355620272262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171749960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.909814,0.02117485,0.000027667289,0.026788237,0.007415894,0.00032168604,0.00007846552,0.000016045145,0.034363154],"genre_scores_gemma":[0.9850271,0.0010447192,0.00060149975,0.011679996,0.000985301,0.000021340631,0.00002590511,0.00005848567,0.0005556894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959191,0.00072981516,0.0011369616,0.0004684123,0.00021992004,0.0015257569],"domain_scores_gemma":[0.9949061,0.00015121815,0.0008174766,0.001013802,0.00048811597,0.0026232707],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022685793,0.00036169068,0.00058240356,0.0007303004,0.001298496,0.000250259,0.0022494064,0.00046382137,0.006184118],"category_scores_gemma":[0.0003463363,0.00036571716,0.00045064648,0.00082201953,0.0014972888,0.0004134192,0.00004912424,0.0009850069,0.000095579446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036245672,0.0012249543,0.0805088,0.000023778517,0.0006602239,0.0066852737,0.35712215,0.000031350082,0.082018256,0.0068626753,0.4544358,0.010064294],"study_design_scores_gemma":[0.002909819,0.0008618138,0.041889545,0.00019938046,0.00007383515,0.004487524,0.11667938,0.0000030562373,0.004648683,0.0011020221,0.8264995,0.0006454296],"about_ca_topic_score_codex":0.095140785,"about_ca_topic_score_gemma":0.8587659,"teacher_disagreement_score":0.76362514,"about_ca_system_score_codex":0.0030983451,"about_ca_system_score_gemma":0.0033507664,"threshold_uncertainty_score":0.9998795},"labels":[],"label_agreement":null},{"id":"W3171938427","doi":"10.3138/cart-2020-0004","title":"Is It Scientific? Viewer Perceptions of Storm Surge Visualizations","year":2021,"lang":"fr","type":"article","venue":"Cartographica The International Journal for Geographic Information and Geovisualization","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.19616900067438398,"score_gpt":0.44727279412612553,"score_spread":0.25110379345174155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171938427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5261734,0.018217359,0.08054638,0.32071346,0.039743405,0.0022356983,0.0029483007,0.00014956977,0.009272433],"genre_scores_gemma":[0.794855,0.18385948,0.0005931668,0.009750738,0.0010797995,0.000098711775,0.0032753458,0.00003808217,0.0064496617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664646,0.00043586415,0.0012165793,0.00022554575,0.001118654,0.00035689268],"domain_scores_gemma":[0.9913915,0.0003506747,0.00091039104,0.00036263003,0.006777516,0.0002073248],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025473183,0.00024035646,0.0002744049,0.00088309095,0.0025280754,0.0012814562,0.0006148532,0.00027792013,0.0028812569],"category_scores_gemma":[0.0005252203,0.00022517769,0.0005185405,0.001946496,0.0013588096,0.002129359,0.00016149474,0.0002742925,0.000026221836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013348938,0.0006436332,0.042562213,0.00034875664,0.00085567666,0.0000021550004,0.16862634,0.00027131737,0.00041506815,0.5544127,0.13853927,0.09318936],"study_design_scores_gemma":[0.00075263786,0.000059470825,0.0066304267,0.00028829457,0.00019899156,0.00008210428,0.0437406,0.004779502,0.000054753957,0.005857541,0.9372949,0.00026079168],"about_ca_topic_score_codex":0.00024206554,"about_ca_topic_score_gemma":0.002113851,"teacher_disagreement_score":0.7987556,"about_ca_system_score_codex":0.00010532552,"about_ca_system_score_gemma":0.00042844945,"threshold_uncertainty_score":0.9997553},"labels":[],"label_agreement":null},{"id":"W3173485378","doi":"10.1007/s11422-021-10026-y","title":"Stepping into STS literature: Some implications for promoting socioecological justice through science education","year":2021,"lang":"en","type":"article","venue":"Cultural Studies of Science Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Technoscience; Sociology; Science education; Sociology of Education; Neoliberalism (international relations); Affordance; Futures contract; Science studies; Temporalities; Scholarship; Sociotechnical system; Environmental ethics; Social science; Epistemology; Pedagogy; Political science; Psychology","score_opus":0.4854401351797,"score_gpt":0.565474612876381,"score_spread":0.08003447769668098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173485378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9332118,0.008069491,0.0000645103,0.04823389,0.0029648673,0.000823451,0.00000814957,0.00007174867,0.0065521128],"genre_scores_gemma":[0.9777903,0.009111689,0.010693627,0.00086477905,0.00065398926,0.00022497954,0.000053459753,0.0000054531392,0.0006017403],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983126,0.00010373264,0.00033239595,0.00046445103,0.00041848386,0.00036832952],"domain_scores_gemma":[0.99365085,0.00025075738,0.0002818181,0.00032292612,0.005375427,0.00011821559],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016866779,0.000119035736,0.00017203104,0.00011501041,0.0060042404,0.00035208632,0.00070373673,0.00006661789,0.000023375364],"category_scores_gemma":[0.006120476,0.00010282687,0.0000655955,0.0022643486,0.004643217,0.002681457,0.00022158425,0.000116136944,0.000007725714],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043883742,0.0004571229,0.0012345059,0.00021600048,0.000009572484,2.2120656e-8,0.43926448,0.0000027972642,0.11353371,0.35272086,0.0019372714,0.09061929],"study_design_scores_gemma":[0.00016256228,0.00006741774,0.04903365,0.00041572624,0.0000755177,0.00000405129,0.86985993,0.000029049272,0.0040512136,0.049857106,0.026117435,0.00032634524],"about_ca_topic_score_codex":0.000106002495,"about_ca_topic_score_gemma":0.00033382585,"teacher_disagreement_score":0.43059546,"about_ca_system_score_codex":0.00096542016,"about_ca_system_score_gemma":0.005241655,"threshold_uncertainty_score":0.9980656},"labels":[],"label_agreement":null},{"id":"W3173544572","doi":"10.11159/iceptp21.lx.106","title":"From Heavy Fuel Oil to Liquified Natural Gas: Electricity Generation Transition in Malta","year":2021,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Civil, Structural, and Environmental Engineering","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Liquefied natural gas; Natural gas; Electricity; Environmental science; Electricity generation; Waste management; Fuel oil; Fossil fuel; Petroleum engineering; Engineering; Electrical engineering; Physics","score_opus":0.045497355972540496,"score_gpt":0.2802819594742785,"score_spread":0.23478460350173797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173544572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962579,0.00028269857,0.0000023163693,0.002172072,0.00033720207,0.00008855365,0.000018889534,0.000020853768,0.00081950414],"genre_scores_gemma":[0.9977974,0.0012275011,0.0001951618,0.00019115543,0.0001257886,0.000012422884,0.000025554808,0.000009342681,0.00041564938],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992916,0.000015188578,0.00015813178,0.00018210185,0.00019415646,0.00015879453],"domain_scores_gemma":[0.9997703,0.000034170767,0.00005061131,0.000075651886,0.000013732531,0.000055540633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010033853,0.00010603469,0.00012302755,0.000076550976,0.00014542532,0.00006273468,0.00014796328,0.00004384293,0.00011077807],"category_scores_gemma":[0.000032574328,0.000097571894,0.000038708695,0.00022129786,0.000050440372,0.00017876115,0.000055325418,0.00016105468,0.0000012347505],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011998099,0.000059156493,0.002057569,0.00010699735,0.000030570252,0.0000011250171,0.021111457,0.001431052,0.95276815,0.0039174166,0.00027788713,0.018118648],"study_design_scores_gemma":[0.005075343,0.00028638545,0.31064734,0.0023466737,0.00021154027,0.000026684927,0.03971719,0.16841352,0.4350218,0.0050213234,0.030134158,0.0030980299],"about_ca_topic_score_codex":0.00019902024,"about_ca_topic_score_gemma":0.0021699562,"teacher_disagreement_score":0.5177463,"about_ca_system_score_codex":0.00014169258,"about_ca_system_score_gemma":0.0000059644076,"threshold_uncertainty_score":0.39788663},"labels":[],"label_agreement":null},{"id":"W3173751532","doi":"10.1016/j.oneear.2021.05.016","title":"Environmental documentaries in a digital age should be ethical, not just captivating","year":2021,"lang":"en","type":"article","venue":"One Earth","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Aesthetics; Art","score_opus":0.4899025203916636,"score_gpt":0.43038008884130474,"score_spread":0.059522431550358856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173751532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9198074,0.00004576175,0.0000066257066,0.021135708,0.00006043251,0.00007987077,0.000030685565,0.00003072337,0.058802847],"genre_scores_gemma":[0.99438274,0.00056829833,0.00021209728,0.0021345806,0.00007204816,0.0000072958496,0.00013177781,0.0000058261826,0.002485361],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923736,0.00010026359,0.00012721086,0.00013154208,0.00024270231,0.00016092414],"domain_scores_gemma":[0.99961805,0.00013130133,0.00003139732,0.00015375644,0.000009413049,0.000056093093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002268467,0.000055137676,0.000087455934,0.000024331557,0.0002960144,0.00022337108,0.000101456346,0.00011315242,0.0038655414],"category_scores_gemma":[0.00018571272,0.00006351576,0.000032420943,0.000085173306,0.00020026648,0.00019883462,0.000097064636,0.00030190003,0.000094044],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067582405,0.0011650004,0.0906575,0.000043003984,0.000040205163,0.000092574184,0.6280099,0.000032381868,0.048587244,0.08331177,0.0015670371,0.1464258],"study_design_scores_gemma":[0.00085951056,0.000057353485,0.08547202,0.0001089594,0.000013989734,0.0000026482862,0.19766338,0.000075407974,0.0016088339,0.0013046358,0.71236837,0.00046491585],"about_ca_topic_score_codex":0.0009152348,"about_ca_topic_score_gemma":0.02476809,"teacher_disagreement_score":0.7108013,"about_ca_system_score_codex":0.00006797031,"about_ca_system_score_gemma":0.000038771675,"threshold_uncertainty_score":0.99704504},"labels":[],"label_agreement":null},{"id":"W3175015610","doi":"10.31234/osf.io/2hfny","title":"Gender issues in fundamental physics: Strumia's bibliometric analysis fails to account for key confounders and confuses correlation with causation","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Rigour; Confounding; Causation; Citation; Gender disparity; Psychology; Comparability; Political science; Sociology; Statistics; Epistemology; Demography; Law; Mathematics","score_opus":0.5175023099695221,"score_gpt":0.4828763116674474,"score_spread":0.03462599830207469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175015610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89923936,0.00030268123,0.06881967,0.02041762,0.00026696324,0.0029787556,0.00019986334,0.00018023833,0.0075948494],"genre_scores_gemma":[0.99389505,0.0019466495,0.0023335954,0.00054689177,0.00010614418,0.00014904364,0.0008656089,0.000014443787,0.00014258125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985435,0.00015956826,0.0002839449,0.00040784752,0.0004025094,0.00020263196],"domain_scores_gemma":[0.9989319,0.00024609308,0.00019868698,0.00024916357,0.00025007004,0.00012407755],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00050541374,0.00018023887,0.0003399146,0.009413601,0.00030026282,0.000913672,0.0002120554,0.0001909178,0.00054113375],"category_scores_gemma":[0.00011716991,0.0001764112,0.0000792242,0.0209115,0.00015604947,0.0003392099,0.00016872495,0.00018300461,0.000014359179],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040970065,0.0002870037,0.51712185,0.00044524684,0.0011783363,0.0000011810286,0.383421,0.010128012,0.00025546242,0.04018286,0.0024995757,0.04406976],"study_design_scores_gemma":[0.0013756267,0.00019409788,0.705956,0.00009612909,0.0008476428,2.713235e-7,0.22821476,0.03059413,0.000026485588,0.0066705626,0.025007743,0.0010165555],"about_ca_topic_score_codex":0.0146032525,"about_ca_topic_score_gemma":0.055013508,"teacher_disagreement_score":0.18883416,"about_ca_system_score_codex":0.0003433014,"about_ca_system_score_gemma":0.00016386363,"threshold_uncertainty_score":0.9998995},"labels":[],"label_agreement":null},{"id":"W3176866615","doi":"10.1002/fsh.10635","title":"Best Practices for Communicating Climate Science for Fisheries Professionals","year":2021,"lang":"en","type":"article","venue":"Fisheries","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Action (physics); Climate change; Scientific consensus; Rigour; Scientific evidence; Component (thermodynamics); Public relations; Environmental planning; Fishery; Political science; Environmental resource management; Business; Environmental science; Global warming; Ecology; Biology","score_opus":0.7051120731040136,"score_gpt":0.5539807530017258,"score_spread":0.1511313201022878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176866615","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26851082,0.0019156968,0.0005255446,0.3069273,0.002206371,0.0027895223,0.0005493588,0.00046503876,0.41611034],"genre_scores_gemma":[0.72620535,0.040745035,0.16191089,0.010299913,0.0018633652,0.004570738,0.0014943025,0.00013801648,0.05277241],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986734,0.00019529798,0.00023748155,0.00023957889,0.00026589722,0.0003883531],"domain_scores_gemma":[0.9969354,0.0012954905,0.0003484019,0.0005051788,0.00083173753,0.00008378126],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018665257,0.00009528782,0.00015478107,0.000040384075,0.0040763076,0.0005031567,0.0006031057,0.000083478226,0.0005751346],"category_scores_gemma":[0.005316755,0.00009715182,0.00007264502,0.00035524362,0.00088259677,0.0010654577,0.00026828595,0.00009802308,0.000014483572],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039901928,0.0013044436,0.04146881,0.0011625864,0.00006772608,0.0000018517327,0.4347061,0.000002202211,0.014661643,0.1941884,0.05931797,0.25271925],"study_design_scores_gemma":[0.00018299965,0.00003571316,0.0009192054,0.000084741,0.000013947371,8.499533e-7,0.097344205,0.000077437,0.000467886,0.0010487991,0.8996892,0.0001350181],"about_ca_topic_score_codex":0.00042632478,"about_ca_topic_score_gemma":0.0118294805,"teacher_disagreement_score":0.84037125,"about_ca_system_score_codex":0.000085887696,"about_ca_system_score_gemma":0.00045923077,"threshold_uncertainty_score":0.9972203},"labels":[],"label_agreement":null},{"id":"W3179761289","doi":"10.5539/jpl.v14n3p124","title":"US President Joe Biden’s Administration: A New U.S. Climate Change Agenda (U.S. CCA)","year":2021,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Administration (probate law); Political science; Political economy of climate change; Global warming; Public administration; Law; Ecology","score_opus":0.39152273888568556,"score_gpt":0.45086397057822947,"score_spread":0.059341231692543905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179761289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6892732,0.0076592215,0.000045747573,0.1009667,0.0014877513,0.00023138997,0.000060377908,0.000035734174,0.20023991],"genre_scores_gemma":[0.96705717,0.027402323,0.00033140296,0.0027477625,0.0013361791,0.0000014569433,0.000006984514,0.000006746585,0.0011099988],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915266,0.00010962592,0.00025338802,0.000064718486,0.00023501014,0.00018459892],"domain_scores_gemma":[0.99923104,0.00005422717,0.00016926721,0.0001177384,0.00020691207,0.00022079637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036291004,0.000058829406,0.00012511283,0.00003629392,0.00032930187,0.00019638256,0.00011200999,0.00006298566,0.0007619947],"category_scores_gemma":[0.000061016246,0.000056841815,0.0000668468,0.0000757867,0.000102346006,0.0002319376,0.000046319703,0.00011589113,0.000010818308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017543622,0.00012044386,0.0045497534,0.00004513135,0.000025946892,0.00007713316,0.027315743,4.3177795e-7,0.00022183362,0.9567882,0.004976462,0.005861401],"study_design_scores_gemma":[0.00039260008,0.0000996203,0.02335428,0.00009943791,0.000045865774,0.0000945303,0.0064028013,0.000009100544,0.00013979095,0.0072880643,0.96195894,0.000114934985],"about_ca_topic_score_codex":0.0013420099,"about_ca_topic_score_gemma":0.012110161,"teacher_disagreement_score":0.9569825,"about_ca_system_score_codex":0.00006333509,"about_ca_system_score_gemma":0.00021702994,"threshold_uncertainty_score":0.83433074},"labels":[],"label_agreement":null},{"id":"W3181359989","doi":"10.1016/j.cosust.2021.06.005","title":"Morals and climate decision-making: insights from social and behavioural sciences","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Centre of Excellence for Coral Reef Studies, Australian Research Council; Consortium of International Agricultural Research Centers; Nippon Foundation; Wellcome Trust; James Cook University; University of Washington; Association pour la Recherche sur le Cancer","keywords":"Framing (construction); Morality; Scholarship; Situated; Climate change; Climate science; Action (physics); Sociology; Environmental ethics; Political science; Epistemology; Social psychology; Psychology; Ecology; Computer science; Geography; Law","score_opus":0.2996688161271197,"score_gpt":0.47126741462425403,"score_spread":0.17159859849713432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181359989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941695,0.0035366167,0.000013420914,0.0013036085,0.00044606606,0.00022727136,0.00004211222,0.00001868042,0.00024273983],"genre_scores_gemma":[0.98727167,0.012412395,0.00011070068,0.000024715882,0.00009347631,0.000021422371,0.000057618403,0.0000045680677,0.0000034335856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849635,0.0004056806,0.00023333063,0.0003610593,0.00026875906,0.00023481855],"domain_scores_gemma":[0.99944663,0.00024908248,0.00006918268,0.00014112309,0.000019006658,0.00007496648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000425668,0.000103848244,0.00014059118,0.00005329004,0.0009294546,0.00011776758,0.000130591,0.00008037888,0.00036728077],"category_scores_gemma":[0.00017178412,0.00010856478,0.000034408466,0.00016292228,0.0012259342,0.00029445955,0.0003689695,0.00014560715,0.000003606774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017024791,0.00022192177,0.8521083,0.000029555658,0.0000012513632,6.1249074e-7,0.019719286,0.0000015217107,0.00003160278,0.0030974962,0.000034443252,0.124736965],"study_design_scores_gemma":[0.00023576787,0.000013773699,0.9220798,0.00004786679,0.0000037263642,4.930528e-7,0.051763188,0.00007510303,0.0000024662638,0.016652556,0.008994019,0.00013125953],"about_ca_topic_score_codex":0.00031100388,"about_ca_topic_score_gemma":0.0006283091,"teacher_disagreement_score":0.12460571,"about_ca_system_score_codex":0.00044743431,"about_ca_system_score_gemma":0.000060346036,"threshold_uncertainty_score":0.7148707},"labels":[],"label_agreement":null},{"id":"W3181680428","doi":"","title":"Values and Credibility in Scientific Communication","year":2018,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Objectivity (philosophy); Credibility; Competence (human resources); Trustworthiness; Science communication; Public relations; Psychology; Scientific communication; Social psychology; Political science; Epistemology; Science education; Law; Pedagogy","score_opus":0.22913537742000686,"score_gpt":0.4423247929769037,"score_spread":0.21318941555689683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3181680428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790312,0.001848277,0.00011486249,0.004505764,0.00013062399,0.000090781505,6.7623324e-7,0.000022251952,0.014255528],"genre_scores_gemma":[0.9733225,0.025162615,0.00007978394,0.000052827618,0.00013652997,0.0000023959612,0.0000040338014,0.0000038115916,0.0012355152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99838537,0.0004977501,0.00015152682,0.0001063083,0.00017209312,0.0006869642],"domain_scores_gemma":[0.99942476,0.00007174424,0.00006956703,0.00024176833,0.00014090631,0.0000512466],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0075906585,0.000045942485,0.000064619984,0.000102928076,0.0013026629,0.00017787087,0.00030155294,0.000051648985,0.00017184882],"category_scores_gemma":[0.00022232636,0.000045353,0.000021325135,0.00026154055,0.00077842484,0.0002697358,0.000057339235,0.00057101075,0.00003157552],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007559894,0.0002275901,0.084108986,0.0000069705243,0.000020839057,2.4032428e-7,0.16141593,9.962389e-7,0.0009352466,0.46614695,0.0006343991,0.28642625],"study_design_scores_gemma":[0.0003918676,0.00009366186,0.034503616,0.000032758588,0.000007209344,0.000013066615,0.08124758,0.0001962373,0.000013025475,0.8572348,0.0261377,0.00012852014],"about_ca_topic_score_codex":0.00093446276,"about_ca_topic_score_gemma":0.12614855,"teacher_disagreement_score":0.3910878,"about_ca_system_score_codex":0.0006240656,"about_ca_system_score_gemma":0.0006238332,"threshold_uncertainty_score":0.9999975},"labels":[],"label_agreement":null},{"id":"W3184077630","doi":"","title":"Brain Power : The role of psychology in energy transitions","year":2021,"lang":"en","type":"article","venue":"Research Repository (Delft University of Technology)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Energy (signal processing); Public relations; Power (physics); Heuristics; Energy transition; Psychology; Political science; Computer science","score_opus":0.1978871797872946,"score_gpt":0.43034068928080627,"score_spread":0.23245350949351168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184077630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7596268,0.0010813159,0.000078337296,0.051894374,0.00004014715,0.000100596124,0.000006425751,0.00004547418,0.1871265],"genre_scores_gemma":[0.9961949,0.0022819065,0.00013920022,0.00002592327,0.000007773516,7.705883e-7,0.0000033211907,0.0000026523198,0.0013435503],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987263,0.0006319588,0.00010405933,0.0001344397,0.00022533587,0.00017791516],"domain_scores_gemma":[0.9989965,0.00015174561,0.000045767363,0.00042748393,0.0003472678,0.00003125112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006586894,0.000035566947,0.00009916205,0.0003460369,0.00047588797,0.000005986987,0.0005390968,0.00019342183,0.00021278509],"category_scores_gemma":[0.0001318507,0.000038199305,0.000051383046,0.0011130227,0.0014216924,0.00006194776,0.00012513211,0.00027527762,0.0000039742554],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101990554,0.0007322598,0.009256783,0.000017564143,0.00004996893,0.00008236804,0.03584157,0.000014496204,0.45163,0.45726478,0.002684315,0.042323917],"study_design_scores_gemma":[0.00041215043,0.000096238895,0.012321818,0.000061571205,0.000007191452,0.00001183376,0.24939506,0.000083906925,0.007701974,0.011712198,0.71810395,0.00009213919],"about_ca_topic_score_codex":0.0022262388,"about_ca_topic_score_gemma":0.0058204257,"teacher_disagreement_score":0.7154196,"about_ca_system_score_codex":0.00008414968,"about_ca_system_score_gemma":0.00017999625,"threshold_uncertainty_score":0.5238285},"labels":[],"label_agreement":null},{"id":"W3184378113","doi":"10.5281/zenodo.5743818","title":"How the public, and scientists, perceive advancement of knowledge from conflicting study results","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Miami Foundation; American Academy of Arts and Sciences","keywords":"Psychology; Perception; Social psychology","score_opus":0.31547033178656586,"score_gpt":0.3936645717574994,"score_spread":0.07819423997093355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184378113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75510854,0.00023566582,0.00014586837,0.012168669,0.00020653593,0.0011524311,0.00022374174,0.00022172548,0.23053685],"genre_scores_gemma":[0.99622184,0.0007588155,0.00003163728,0.00003508221,0.00006429884,5.233992e-8,0.00030489312,0.00011421429,0.0024691501],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984451,0.00073198875,0.00014686066,0.00021982801,0.00028814818,0.00016805148],"domain_scores_gemma":[0.99881357,0.00009044328,0.00011294945,0.0003858688,0.0005203086,0.00007688765],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015524263,0.00005960681,0.000085058404,0.000083804574,0.002437796,0.0008066443,0.000686785,0.00002718284,0.004251185],"category_scores_gemma":[0.0007861485,0.000051467192,0.000019668374,0.00035411955,0.000288912,0.0002654752,0.0007470654,0.000113720715,0.0006949597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011287972,0.00059675396,0.00050310494,0.0000373417,0.000057158195,9.509462e-7,0.47158334,0.0000023603977,0.0063837827,0.02350174,0.012438584,0.484782],"study_design_scores_gemma":[0.00043474342,0.00009605219,0.006081621,0.000013978605,0.0000053690615,8.0144633e-7,0.079623565,0.00007428077,0.00001226959,0.000028596278,0.9135723,0.000056394165],"about_ca_topic_score_codex":0.00018361468,"about_ca_topic_score_gemma":0.00007535374,"teacher_disagreement_score":0.9011338,"about_ca_system_score_codex":0.00008738225,"about_ca_system_score_gemma":0.0000046938085,"threshold_uncertainty_score":0.9988609},"labels":[],"label_agreement":null},{"id":"W3186243012","doi":"10.1007/978-3-030-67205-8_14","title":"From Capitalocene to Anthropocene: The Feminine Counter-Ecology of Snowpocalypse Films","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Anthropocene; Humanity; Capitalism; Reading (process); Ecology; State (computer science); Philosophy; Sociology; Aesthetics; Art history; Environmental ethics; Art; Biology; Political science; Law; Mathematics; Theology","score_opus":0.3062974396606103,"score_gpt":0.4254063306566574,"score_spread":0.1191088909960471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186243012","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037998976,0.0006960573,0.000027559165,0.01063082,0.0006831537,0.0003059791,0.00029536948,0.000044108325,0.98351705],"genre_scores_gemma":[0.08032268,0.02905226,0.0005510805,0.003582898,0.0007654309,0.00002791529,0.0009738029,0.000051589657,0.88467234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988058,0.00010006342,0.0003340505,0.00025859708,0.000318453,0.00018298745],"domain_scores_gemma":[0.99837303,0.00039161585,0.00017686628,0.0006660716,0.00028978902,0.00010264596],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034300057,0.00016984805,0.00033939022,0.000061479135,0.0002892447,0.000044203567,0.00058311305,0.0003545844,0.1242236],"category_scores_gemma":[0.000099914185,0.00013410609,0.00013162254,0.00006205431,0.00056910777,0.000039596172,0.00023465263,0.00022129381,0.00046403205],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079755955,0.0002295832,0.00056013715,0.000056409724,0.0003008402,0.000017687516,0.118819825,0.000007824738,0.00053806696,0.4806931,0.35105163,0.047645126],"study_design_scores_gemma":[0.00015702719,0.00006236599,0.00062700297,0.00012185632,0.000059401682,8.2917666e-7,0.021595096,0.000014326586,0.000040547242,0.0029730382,0.97408664,0.0002618646],"about_ca_topic_score_codex":0.006036091,"about_ca_topic_score_gemma":0.040236093,"teacher_disagreement_score":0.623035,"about_ca_system_score_codex":0.000114898794,"about_ca_system_score_gemma":0.00016488471,"threshold_uncertainty_score":0.9772771},"labels":[],"label_agreement":null},{"id":"W3188074143","doi":"","title":"Ten Canadian schools stories of climate action: A collection of promising practices from the ‘Getting Climate Ready’ pilot project","year":2018,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Political science; Environmental planning; Public relations; Geography","score_opus":0.5556970880525457,"score_gpt":0.49856218175146094,"score_spread":0.057134906301084754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188074143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79869187,0.000092214716,0.000013429254,0.0079515865,0.00045864846,0.00077188923,0.00009072786,0.00008549223,0.19184414],"genre_scores_gemma":[0.99379486,0.004120454,0.001147755,0.00016823829,0.00042545173,0.000029364659,0.000040680636,0.000010586787,0.000262603],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985101,0.0005034422,0.00030369908,0.00015807683,0.00025433258,0.00027030802],"domain_scores_gemma":[0.99813414,0.00036745128,0.0006530462,0.00031623183,0.00046214636,0.00006698304],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016654384,0.00008524961,0.00014501232,0.000100678066,0.0015623599,0.000115805386,0.00027936616,0.000075738666,0.0006402221],"category_scores_gemma":[0.0010309218,0.00006620991,0.00003521578,0.00055761746,0.00030736232,0.00047811194,0.00005718793,0.00014559132,0.000025001858],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094452273,0.00036185552,0.4101753,0.0002458957,0.00016824422,9.241342e-7,0.4807369,0.0000024690812,0.027319605,0.013022635,0.014971253,0.052050382],"study_design_scores_gemma":[0.00073127076,0.0006218705,0.12942931,0.00041724107,0.00014019206,0.000003008405,0.6186926,0.00046107313,0.002347321,0.0004697627,0.2462692,0.0004171635],"about_ca_topic_score_codex":0.78931826,"about_ca_topic_score_gemma":0.9438047,"teacher_disagreement_score":0.28074598,"about_ca_system_score_codex":0.00023881903,"about_ca_system_score_gemma":0.00052615674,"threshold_uncertainty_score":0.99973744},"labels":[],"label_agreement":null},{"id":"W3194132891","doi":"10.1007/s42330-021-00156-4","title":"La représentation de la science est-elle genrée ? Étude auprès des étudiantes et étudiants inscrits en première année de filière scientifique à l’université de Lille","year":2021,"lang":"fr","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Sociology; Art","score_opus":0.07856502664221522,"score_gpt":0.3707485805082362,"score_spread":0.292183553866021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194132891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96104276,0.0033652564,0.00032785124,0.02602031,0.00039674848,0.00012243826,0.000012517855,0.000014211015,0.008697912],"genre_scores_gemma":[0.9638986,0.011847553,0.022482665,0.00010787474,0.000058624177,0.0000062546537,0.0000027172246,0.000010618395,0.0015850787],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983187,0.000278287,0.00030271464,0.0002640892,0.00029534512,0.0005408673],"domain_scores_gemma":[0.99737823,0.00026755498,0.0003096231,0.00029139192,0.0011379631,0.0006152187],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00605318,0.00012836521,0.0001750428,0.0009742749,0.0019307247,0.0003890766,0.00078976806,0.0002543235,0.0001818018],"category_scores_gemma":[0.003293547,0.00013375242,0.000044926037,0.0035245193,0.010446293,0.0008985579,0.00014612713,0.00039301466,0.0000072765924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038864796,0.00048813326,0.12176378,0.00030457877,0.000024508232,0.00006844449,0.515224,0.00004352236,0.061873898,0.20813544,0.0014746487,0.0905952],"study_design_scores_gemma":[0.00041354957,0.000093427974,0.05554776,0.0019703899,0.000119286946,0.0032164226,0.82432866,0.0020099718,0.0119142635,0.084732845,0.0152311465,0.00042228805],"about_ca_topic_score_codex":0.0014877862,"about_ca_topic_score_gemma":0.039829593,"teacher_disagreement_score":0.30910468,"about_ca_system_score_codex":0.002159408,"about_ca_system_score_gemma":0.019038748,"threshold_uncertainty_score":0.9993686},"labels":[],"label_agreement":null},{"id":"W3194520309","doi":"10.1088/1748-9326/ac14eb","title":"Balance as bias, resolute on the retreat? Updates &amp; analyses of newspaper coverage in the United States, United Kingdom, New Zealand, Australia and Canada over the past 15 years","year":2021,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Colorado Boulder","keywords":"Newspaper; Climate change; Media coverage; Context (archaeology); Sample (material); Geography; Political science; Media studies; Sociology; Law","score_opus":0.44193250883412055,"score_gpt":0.4551911022489901,"score_spread":0.013258593414869568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194520309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92117393,0.000050321298,4.957858e-7,0.07832762,0.000025411517,0.00017426613,0.000059596838,0.0000031738841,0.00018515898],"genre_scores_gemma":[0.98784864,0.0035955873,0.0000067259184,0.006326007,0.000057312285,0.000010346991,0.000445977,0.000007938573,0.0017014502],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662906,0.0019329926,0.00014882136,0.00016417023,0.00083164615,0.00029329868],"domain_scores_gemma":[0.99782836,0.0015836982,0.000055504825,0.00044925636,0.000010484273,0.00007268421],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012015625,0.000085080945,0.0000879635,0.0000925616,0.0003869234,0.00011721258,0.0004386167,0.000038692084,0.0017512537],"category_scores_gemma":[0.00025021273,0.000051464667,0.000028574968,0.0006332108,0.0005569016,0.00005993074,0.00013350033,0.00040986665,0.000024937048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012981614,0.00013511025,0.42094055,0.000008125272,0.0000668879,0.000053187883,0.027723107,0.0004553469,0.01195822,0.00069163396,0.5370655,0.00077251776],"study_design_scores_gemma":[0.0001894993,0.000014152258,0.44217426,0.000022170783,0.0000054211882,9.816507e-7,0.0064640194,0.000018050892,0.00004564055,0.000055424596,0.55095214,0.000058271326],"about_ca_topic_score_codex":0.88824445,"about_ca_topic_score_gemma":0.7668382,"teacher_disagreement_score":0.12140623,"about_ca_system_score_codex":0.00026918165,"about_ca_system_score_gemma":0.00006585674,"threshold_uncertainty_score":0.9991613},"labels":[],"label_agreement":null},{"id":"W3195244527","doi":"10.1111/ropr.12439","title":"Bridging the ideological gap? How fairness perceptions mediate the effect of revenue recycling on public support for carbon taxes in the United States, Canada and Germany","year":2021,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Revenue; Ideology; Politics; Public economics; Greenhouse gas; Carbon tax; Opposition (politics); Economics; Appeal; Tax revenue; Public support; Business; Finance; Political science; Law","score_opus":0.5056507335118894,"score_gpt":0.5461812399247336,"score_spread":0.04053050641284417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195244527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71695316,0.0054076966,0.0000016623475,0.27499008,0.00003121785,0.0010278991,0.00011995105,0.000004011349,0.0014643264],"genre_scores_gemma":[0.7835891,0.21510848,0.0000024042822,0.00079436717,0.00012635563,0.00014173055,0.000070434224,0.000004637582,0.00016248031],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.993514,0.0053382833,0.00021776505,0.00011761952,0.0005348241,0.00027751882],"domain_scores_gemma":[0.9946933,0.0045003174,0.00009874697,0.0003958395,0.0002642597,0.000047542664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010275546,0.00006502292,0.00019959723,0.00009510745,0.00045873492,0.00005148146,0.00049666566,0.000040622373,0.00005059963],"category_scores_gemma":[0.0064895614,0.00003276596,0.000054925393,0.0011639781,0.0004683713,0.000033992128,0.000112975344,0.00032055192,5.746071e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019521307,0.00039611454,0.065875046,0.025419533,0.00018020852,0.000028367627,0.18225974,0.000036908008,0.0032285685,0.060202494,0.10700391,0.5551739],"study_design_scores_gemma":[0.000826847,0.00047065687,0.0824229,0.006045514,0.00007879339,0.000017597911,0.044118874,0.00088290416,0.00013726452,0.0016763734,0.86300397,0.0003182999],"about_ca_topic_score_codex":0.43035012,"about_ca_topic_score_gemma":0.7176293,"teacher_disagreement_score":0.75600004,"about_ca_system_score_codex":0.0001390492,"about_ca_system_score_gemma":0.00044117178,"threshold_uncertainty_score":0.776908},"labels":[],"label_agreement":null},{"id":"W3195791676","doi":"10.7202/1079492ar","title":"#Flygskam : le pouvoir de la honte de prendre l’avion pour gouverner le changement climatique","year":2021,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.2329477941100703,"score_gpt":0.45723447208663326,"score_spread":0.22428667797656296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195791676","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23261933,0.0029842237,0.000642595,0.19605526,0.00048425654,0.00029716795,0.00026376275,0.00022828917,0.5664251],"genre_scores_gemma":[0.9256682,0.033836935,0.0017828275,0.0059122443,0.001912823,0.00011466061,0.00021137758,0.000054739758,0.030506222],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938911,0.004329961,0.00034886238,0.00033006223,0.00031124067,0.0007887422],"domain_scores_gemma":[0.9986327,0.0003507342,0.0002110997,0.00029312973,0.00027117846,0.00024111933],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018353924,0.00024004235,0.000306832,0.00006174804,0.0010950514,0.00030258865,0.0003856827,0.00057796994,0.0011570534],"category_scores_gemma":[0.00025659875,0.00030555908,0.000252405,0.00030362356,0.0006896831,0.00044905875,0.0002854548,0.0004987456,0.000116339506],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011382157,0.00051160913,0.0009413337,0.00009580902,0.00003824466,0.000011920777,0.3089056,0.00000207367,0.0013483475,0.6550798,0.022671944,0.010381929],"study_design_scores_gemma":[0.00065071456,0.000048299906,0.0136157125,0.00026283957,0.00006302124,0.000015829033,0.3134159,0.00016109878,0.0013131371,0.0721906,0.5977724,0.0004904107],"about_ca_topic_score_codex":0.045380637,"about_ca_topic_score_gemma":0.031833366,"teacher_disagreement_score":0.69304883,"about_ca_system_score_codex":0.0011467523,"about_ca_system_score_gemma":0.0018111429,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W3196549768","doi":"10.1080/23251042.2021.1973656","title":"‘Scientists don’t care about truth anymore’: the climate crisis and rejection of science in Canada’s oil country","year":2021,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Distrust; Climate change; Scientific consensus; Misinformation; Denial; Flood myth; Environmental ethics; Political science; Sociology; Global warming; Geography; Law; Psychology; Ecology","score_opus":0.060761212861343165,"score_gpt":0.33447027356177905,"score_spread":0.2737090607004359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196549768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992783,0.0012840877,5.697883e-7,0.0012715244,0.0003549392,0.000039123413,0.000053619453,0.0000044416647,0.004208677],"genre_scores_gemma":[0.98652303,0.01300764,0.00002186573,0.00031908855,0.000022650522,0.000007316388,0.0000401152,0.0000031628097,0.000055113043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989992,0.00025706363,0.00013772826,0.00018069726,0.00020784905,0.00021747306],"domain_scores_gemma":[0.99960285,0.000098358636,0.0000700674,0.00017215544,0.000011871748,0.000044678858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048098914,0.00005364715,0.00009407732,0.000026978707,0.00070658507,0.000014750436,0.00017887351,0.000053236512,0.0005014603],"category_scores_gemma":[0.000050161765,0.000048095375,0.000016392767,0.00012801203,0.0022156362,0.00008127446,0.00014361889,0.0001094753,0.0000032208245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021083768,0.000082600076,0.6401463,0.000041113268,0.0000075853036,0.0000069860585,0.320111,0.000027315975,0.010876145,0.0048899315,0.00040344556,0.023386512],"study_design_scores_gemma":[0.000117774645,0.000007206046,0.62591976,0.000006153782,0.000004168911,0.0000019021422,0.36646298,0.000014876725,0.00007978147,0.000073579366,0.00725902,0.000052802476],"about_ca_topic_score_codex":0.38317487,"about_ca_topic_score_gemma":0.9065678,"teacher_disagreement_score":0.5233929,"about_ca_system_score_codex":0.0009632652,"about_ca_system_score_gemma":0.00036421377,"threshold_uncertainty_score":0.81636035},"labels":[],"label_agreement":null},{"id":"W3197429188","doi":"10.1080/17512786.2021.1969988","title":"Reporting on the 2019 European Heatwaves and Climate Change: Journalists’ Attitudes, Motivations and Role Perceptions","year":2021,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal Bank of Canada","keywords":"Climate change; Journalism; Extreme weather; Attribution; Political science; Perception; Geography; Public relations; Psychology; Social psychology; Law","score_opus":0.43389891047672347,"score_gpt":0.48495020742629547,"score_spread":0.051051296949572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197429188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5107149,0.002667649,0.000034246652,0.35782582,0.00027706093,0.00022437485,0.000021241138,0.000066377215,0.12816834],"genre_scores_gemma":[0.8571933,0.13272843,0.0007649797,0.0076544858,0.0008617729,0.000009016171,0.000018647812,0.000021070782,0.0007483166],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968961,0.0019058548,0.0004852846,0.00017225217,0.00032160725,0.00021893748],"domain_scores_gemma":[0.9973925,0.0010031768,0.00084492343,0.00028412664,0.00032945507,0.00014581783],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0054354286,0.00009783259,0.00012507114,0.000062635256,0.0026747636,0.0007395942,0.00013664283,0.00005207373,0.0006774298],"category_scores_gemma":[0.0059413696,0.000078060526,0.000050128594,0.00022703338,0.00015071359,0.0008565773,0.00013511025,0.0005044867,0.000043795393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009083324,0.0009552989,0.09579445,0.0000592765,0.00020852183,0.00027034117,0.5418685,0.000014370009,0.017184997,0.23068342,0.01578752,0.09708248],"study_design_scores_gemma":[0.0002223258,0.000029058048,0.58692735,0.00022314687,0.00008620868,0.00059911434,0.08738169,0.000039616738,0.000009920359,0.0005556011,0.3237335,0.00019244693],"about_ca_topic_score_codex":0.00047174186,"about_ca_topic_score_gemma":0.00088742684,"teacher_disagreement_score":0.49113292,"about_ca_system_score_codex":0.0000673203,"about_ca_system_score_gemma":0.0000490701,"threshold_uncertainty_score":0.9986236},"labels":[],"label_agreement":null},{"id":"W3198338970","doi":"10.1007/s10584-021-03215-9","title":"Can citizen pressure influence politicians’ communication about climate change? Results from a field experiment","year":2021,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of British Columbia","funders":"","keywords":"Parliament; Government (linguistics); Voting; Climate change; Greenhouse gas; Public relations; Political science; Politics; Business; Law","score_opus":0.4043714418584547,"score_gpt":0.44450336504944177,"score_spread":0.04013192319098707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198338970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6983068,0.011122374,0.000015972963,0.15217444,0.0009336335,0.0022225035,0.002056728,0.0005860832,0.13258149],"genre_scores_gemma":[0.9536977,0.03578275,0.0006307869,0.007258796,0.0006449793,0.0005983482,0.00096874934,0.000027517815,0.00039040204],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973905,0.00073452335,0.0005131387,0.0003710218,0.0004298471,0.00056095823],"domain_scores_gemma":[0.9971622,0.0007474282,0.00027311646,0.0013071994,0.0002910075,0.00021902451],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070274033,0.00020097423,0.0003005214,0.000080955106,0.0008977247,0.00022542235,0.0006347239,0.0002262786,0.0016705076],"category_scores_gemma":[0.00072244473,0.00022357769,0.0001066416,0.00034870565,0.00020225652,0.00037208508,0.00038923393,0.0002506511,0.00016899104],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000106398926,0.0004152324,0.006683227,0.00020161722,0.00007058959,0.000015660973,0.91461027,0.0000018230361,0.0010436192,0.029714428,0.0024501507,0.04468697],"study_design_scores_gemma":[0.0051597445,0.0002450784,0.19544059,0.0048896084,0.00046058279,0.0000107931755,0.320187,0.0017956533,0.002088125,0.015127558,0.45229387,0.0023013921],"about_ca_topic_score_codex":0.020142728,"about_ca_topic_score_gemma":0.031122848,"teacher_disagreement_score":0.5944233,"about_ca_system_score_codex":0.00017584933,"about_ca_system_score_gemma":0.00006965672,"threshold_uncertainty_score":0.9992421},"labels":[],"label_agreement":null},{"id":"W3199474019","doi":"10.5194/bg-2021-187-rc1","title":"Comment on bg-2021-187","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ice nucleus; Precipitation; Aerosol; Spore; Mineral dust; Population; Environmental science; Atmospheric sciences; Biology; Chemistry; Geography; Botany; Geology; Nucleation; Meteorology","score_opus":0.6569625200133512,"score_gpt":0.5356427003336818,"score_spread":0.12131981967966943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199474019","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.89211e-7,0.00837902,0.0000034532923,0.49934575,0.0012071828,0.00020946866,0.000060333576,0.000035846362,0.49075818],"genre_scores_gemma":[0.000009258316,0.419836,0.00005519702,0.115294844,0.00056977227,0.00004748932,0.0026541948,0.000010892375,0.46152234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981181,0.00060519396,0.00024886418,0.0002461056,0.00056417915,0.00021753229],"domain_scores_gemma":[0.99857175,0.00023566897,0.00012216614,0.000712184,0.00024282008,0.000115436465],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00093239493,0.00015786548,0.00032562116,0.000055762834,0.00042022052,0.00009798505,0.00051286886,0.00023458072,0.16963601],"category_scores_gemma":[0.00026477122,0.00014664372,0.00017823449,0.0002448811,0.00009400826,0.00003509552,0.00015292731,0.00036438275,0.0021365366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.5856707e-7,0.00005758704,0.000001991012,0.00017503214,0.000008292153,8.4487914e-7,0.0011704505,3.264932e-8,2.3335416e-7,0.0050298455,0.95948213,0.034072798],"study_design_scores_gemma":[0.00007188002,0.000013555156,0.000007868634,0.0018614719,0.000029251294,1.7395197e-7,0.0015709207,0.0000010530946,5.3960355e-7,0.00007859686,0.99619144,0.00017326114],"about_ca_topic_score_codex":0.0033452995,"about_ca_topic_score_gemma":0.022540968,"teacher_disagreement_score":0.41145697,"about_ca_system_score_codex":0.0002978192,"about_ca_system_score_gemma":0.00018262563,"threshold_uncertainty_score":0.9986404},"labels":[],"label_agreement":null},{"id":"W3200821076","doi":"10.5210/spir.v2021i0.12130","title":"THE CONVERSATION, TEN YEARS ON: ASSESSING THE IMPACT OF A UNIQUE SCHOLARLY PUBLISHING INITIATIVE","year":2021,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conversation; Journalism; Public relations; Guardian; Public service; Service (business); Political science; Media studies; Sociology; Scholarly communication; Publishing; Audience measurement; Literacy; Business; Law; Marketing","score_opus":0.4416639037372876,"score_gpt":0.5291303166171805,"score_spread":0.08746641287989287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200821076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8402289,0.00022299349,0.000006169361,0.012914398,0.00004771406,0.00022720039,0.000008967916,0.00002079255,0.14632288],"genre_scores_gemma":[0.9974391,0.0015266776,0.000028636066,0.000103959996,0.000050724415,0.000015415877,0.000034963025,0.000008009494,0.0007925262],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9957098,0.0029560262,0.0002174546,0.00013622543,0.0007176635,0.00026286373],"domain_scores_gemma":[0.99299,0.0031300348,0.00013028056,0.0003461016,0.0033419628,0.000061575396],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0040432424,0.0000609619,0.00010403629,0.00011442312,0.00044993238,0.0013675856,0.00078468217,0.00010620714,0.0006776469],"category_scores_gemma":[0.010713787,0.000039302664,0.00007707283,0.0015112241,0.00065721007,0.0009465519,0.00016133857,0.0007923035,0.000010597752],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027005834,0.00044400778,0.10192145,0.00004221092,0.00058631564,0.00001080289,0.6636636,0.000033160573,0.056425773,0.045147497,0.046348426,0.0851067],"study_design_scores_gemma":[0.0005598238,0.00034113388,0.6894271,0.00033516367,0.000011984351,0.000003212381,0.28084454,0.00044329275,0.003979405,0.0016695481,0.022213327,0.00017148757],"about_ca_topic_score_codex":0.009680711,"about_ca_topic_score_gemma":0.0065802927,"teacher_disagreement_score":0.58750564,"about_ca_system_score_codex":0.0003143925,"about_ca_system_score_gemma":0.0010464084,"threshold_uncertainty_score":0.9996691},"labels":[],"label_agreement":null},{"id":"W3200983315","doi":"10.1016/j.neuron.2021.08.029","title":"A framework to address cognitive biases of climate change","year":2021,"lang":"en","type":"article","venue":"Neuron","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Debiasing; Climate change; Cognition; Cognitive bias; Psychology; Cognitive psychology; Computer science; Cognitive science; Neuroscience; Ecology","score_opus":0.6321629938149154,"score_gpt":0.5059242883184119,"score_spread":0.1262387054965035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200983315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9101092,0.00024817063,0.000026528993,0.0077563156,0.00036451357,0.0002752786,0.000103051134,0.000065506305,0.08105143],"genre_scores_gemma":[0.9874878,0.009501999,0.000119850316,0.0025389695,0.0001824474,0.00003556745,0.000028488883,0.0000071304275,0.000097744945],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992765,0.00022831977,0.000091183836,0.000112780304,0.00015005999,0.00014111273],"domain_scores_gemma":[0.9991066,0.0004930266,0.000041128787,0.00015470435,0.00013663713,0.00006793906],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013624813,0.000044022498,0.0000819566,0.00003707765,0.00015931603,0.0000250638,0.0001058776,0.00005141344,0.0014960937],"category_scores_gemma":[0.0012967272,0.000048956357,0.000034539382,0.00029640374,0.00005790506,0.00006848251,0.00008761043,0.00007586675,0.00011398634],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016030895,0.00061836606,0.021947904,0.00010003599,0.00001576305,0.000028116832,0.33857575,0.0000025037205,0.0054694423,0.033950493,0.0012099011,0.59792143],"study_design_scores_gemma":[0.00094603025,0.00046179566,0.53124696,0.0035838697,0.00010485388,0.000005356906,0.13145873,0.000068090034,0.0047819205,0.0019927581,0.3245603,0.00078933645],"about_ca_topic_score_codex":0.000276442,"about_ca_topic_score_gemma":0.0021288982,"teacher_disagreement_score":0.5971321,"about_ca_system_score_codex":0.000014391233,"about_ca_system_score_gemma":0.000021856109,"threshold_uncertainty_score":0.99941665},"labels":[],"label_agreement":null},{"id":"W3201521443","doi":"10.1016/j.jenvp.2021.101689","title":"Reactions to warnings in the climate commons","year":2021,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Saskatoon City Hospital Foundation","keywords":"Commons; Externality; Psychology; Climate change; Tragedy of the commons; Social psychology; Lever; Economics; Political science; Ecology; Microeconomics; Law","score_opus":0.3488811640007315,"score_gpt":0.492144788452796,"score_spread":0.14326362445206453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201521443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9072462,0.00015392597,0.00002067497,0.056137502,0.00027844234,0.000053314536,0.0000053800295,0.0000028591237,0.036101706],"genre_scores_gemma":[0.98883164,0.0065289424,0.00017082137,0.0041991044,0.00010735935,0.0000024630688,0.0000036513848,0.0000033373447,0.00015266273],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899125,0.00047296027,0.00021596755,0.00005750483,0.00014000562,0.00012228433],"domain_scores_gemma":[0.9995505,0.00012510212,0.000109584835,0.00015726232,0.000007952712,0.00004957249],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008630956,0.000036305875,0.0000769385,0.00005783911,0.00018282725,0.000018513403,0.00022623003,0.000046607012,0.0017986347],"category_scores_gemma":[0.000060834263,0.000029805537,0.000050005947,0.00013061918,0.00009975016,0.00007787037,0.000031843483,0.00022451191,0.00011879384],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021793136,0.0030152844,0.2198044,0.000009695514,0.000045016008,0.00020736695,0.49672723,0.000045280707,0.11549859,0.0041951975,0.034179196,0.1260548],"study_design_scores_gemma":[0.00016522786,0.000042727137,0.35765716,0.0000086697555,0.00000421505,0.00006996567,0.020611947,6.2677896e-7,0.000006992013,0.0002278371,0.62117374,0.00003091663],"about_ca_topic_score_codex":0.000026370846,"about_ca_topic_score_gemma":0.0007911901,"teacher_disagreement_score":0.5869945,"about_ca_system_score_codex":0.000077754754,"about_ca_system_score_gemma":0.000009758698,"threshold_uncertainty_score":0.99911386},"labels":[],"label_agreement":null},{"id":"W3201986513","doi":"10.29173/eureka28767","title":"Featuring Torah Kachur","year":2021,"lang":"en","type":"article","venue":"Eureka","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Torah; Perspective (graphical); Theology; Art; Philosophy; Visual arts; Judaism","score_opus":0.6661213809728112,"score_gpt":0.5074993455800032,"score_spread":0.15862203539280795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201986513","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20144719,0.00081334024,0.000024615098,0.0143671995,0.0004468614,0.000050305505,0.0000030502013,0.00011129038,0.7827361],"genre_scores_gemma":[0.96960413,0.0035290755,0.00032650144,0.00075899065,0.00040904057,0.0000046444534,0.000025818006,0.000005877041,0.025335915],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995579,0.00012227973,0.00004733777,0.00007056455,0.00010640325,0.00009548403],"domain_scores_gemma":[0.99967486,0.000035943827,0.000015420894,0.00015776344,0.00007223019,0.000043763117],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017680891,0.000027541992,0.000037635273,0.0000128966785,0.00028002242,0.000056499193,0.00010086915,0.00003463652,0.0036644547],"category_scores_gemma":[0.00013442744,0.000030121782,0.00002298716,0.00016256364,0.00003402679,0.00006610623,0.000039107814,0.000062921885,0.00032945146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020101392,0.0003311274,0.045844004,0.00005235628,0.00003449007,0.000052176183,0.3031741,0.00001315069,0.025367202,0.09370737,0.11621835,0.41518557],"study_design_scores_gemma":[0.000055316224,0.0000020272662,0.014479755,0.000008426513,0.0000021528288,5.6350456e-7,0.0064524887,0.000005814902,0.0001707457,0.00021128067,0.9785627,0.00004872157],"about_ca_topic_score_codex":0.00016097917,"about_ca_topic_score_gemma":0.0034041065,"teacher_disagreement_score":0.8623443,"about_ca_system_score_codex":0.000039328675,"about_ca_system_score_gemma":0.0000425527,"threshold_uncertainty_score":0.9972463},"labels":[],"label_agreement":null},{"id":"W3202390988","doi":"10.3390/cli9100146","title":"What Drives Climate Action in Canada’s Provincial North? Exploring the Role of Connectedness to Nature, Climate Worry, and Talking with Friends and Family","year":2021,"lang":"en","type":"article","venue":"Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of British Columbia, Okanagan Campus; University of British Columbia; Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Worry; Social connectedness; Vulnerability (computing); Action (physics); Geography; Psychology; Social psychology; Sociology; Political science; Ecology; Anxiety; Computer security","score_opus":0.13532012888036427,"score_gpt":0.34833213946119074,"score_spread":0.21301201058082647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202390988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945992,0.0011658568,0.0000011135561,0.0011205539,0.00037337918,0.00025238201,0.000048506106,0.000027642176,0.0024113306],"genre_scores_gemma":[0.95230013,0.047193833,0.000060712024,0.00026231323,0.000065666434,0.000057537094,0.000037904207,0.000014835478,0.000007066843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985895,0.00021771593,0.00024572577,0.00026939536,0.0002636454,0.00041401933],"domain_scores_gemma":[0.99919605,0.0001830505,0.00012525883,0.0002471849,0.00014034694,0.00010809895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041564385,0.00013335152,0.00020789698,0.000079360994,0.00062432577,0.00020852326,0.0001650649,0.00006517038,0.00003360427],"category_scores_gemma":[0.00006399574,0.00011144593,0.000019795554,0.00041698804,0.00014519977,0.00063069916,0.00024785782,0.00024305294,0.000001551744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032216113,0.00008763045,0.696817,0.00027780997,0.0000290738,0.000023256142,0.11307243,0.00005639167,0.0055885417,0.007211931,0.000017153063,0.17649661],"study_design_scores_gemma":[0.00030102985,0.00003219339,0.6848983,0.00031171023,0.000023290273,0.0000050108865,0.30488145,0.00015876595,0.00028289162,0.00007067758,0.008827506,0.0002071492],"about_ca_topic_score_codex":0.13706978,"about_ca_topic_score_gemma":0.9859572,"teacher_disagreement_score":0.8488874,"about_ca_system_score_codex":0.00020159881,"about_ca_system_score_gemma":0.00028995646,"threshold_uncertainty_score":0.86867654},"labels":[],"label_agreement":null},{"id":"W3203654203","doi":"10.3389/fmars.2021.731037","title":"Limited Progress in Improving Gender and Geographic Representation in Coral Reef Science","year":2021,"lang":"en","type":"article","venue":"Frontiers in Marine Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coral reef; Representation (politics); Reef; Coral; Great barrier reef; Political science; Geography; Fishery; Ecology; Biology; Politics; Law","score_opus":0.18567233871804226,"score_gpt":0.41257641357093483,"score_spread":0.22690407485289257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203654203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896314,0.00020102377,0.0000627331,0.00081927545,0.00041368857,0.00020890123,8.018503e-7,0.000021393693,0.008640762],"genre_scores_gemma":[0.98373735,0.0015138936,0.014538887,0.000090387344,0.00001997293,0.000022145643,0.000005724931,0.000003471217,0.000068183006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982432,0.00017242834,0.00022048669,0.00045033093,0.00050762325,0.00040590015],"domain_scores_gemma":[0.99933994,0.000036808346,0.000069345115,0.00029896823,0.00016013235,0.000094790834],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028819018,0.00007054101,0.00011750528,0.0008944393,0.0004066979,0.0002530747,0.0004935725,0.000046304744,0.000039736264],"category_scores_gemma":[0.00071258575,0.000079233774,0.000014519808,0.005853801,0.0027498081,0.0009543109,0.0005462799,0.00018349482,0.000001142729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064414203,0.00003680433,0.88444024,0.0000057920433,2.1030901e-7,0.000005289924,0.0074995672,0.000003800147,0.0004713955,0.00067585066,0.0000078851,0.10684675],"study_design_scores_gemma":[0.00026109733,0.000008407036,0.97393864,0.000021563666,0.0000010231468,0.0000012794376,0.01948735,0.00396531,0.00005827309,0.0020028045,0.00015669841,0.00009757901],"about_ca_topic_score_codex":0.0012922687,"about_ca_topic_score_gemma":0.0052617537,"teacher_disagreement_score":0.10674917,"about_ca_system_score_codex":0.00029424074,"about_ca_system_score_gemma":0.0004116517,"threshold_uncertainty_score":0.9999641},"labels":[],"label_agreement":null},{"id":"W3205559745","doi":"10.5751/es-12481-260327","title":"How do Indigenous and local knowledge systems respond to climate change?","year":2021,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Climate change; Traditional knowledge; Ecology; Geography; Environmental ethics; Ethnology; Sociology; Philosophy; Biology","score_opus":0.2265710101025071,"score_gpt":0.4042583616421577,"score_spread":0.17768735153965062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205559745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97967887,0.004331956,0.000043168537,0.008263372,0.00043241895,0.00027058343,0.00002016176,0.000045534216,0.0069139274],"genre_scores_gemma":[0.9684864,0.028654562,0.000081452905,0.00081550726,0.00021280319,0.000053290674,0.000013188155,0.0000053445765,0.0016773958],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991347,0.00032613715,0.000079066886,0.00016853273,0.00005745103,0.00023409395],"domain_scores_gemma":[0.9994716,0.00017042187,0.000029992889,0.00012388128,0.00008843253,0.00011564354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070141326,0.00006253126,0.00012632374,0.000018271947,0.0009938322,0.0001292479,0.00007561235,0.00020129253,0.000076504126],"category_scores_gemma":[0.000050795476,0.000064815555,0.000033918208,0.00014986002,0.00024894217,0.000093642426,0.00013619848,0.000111176065,0.00002368402],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001304984,0.00007961511,0.03129595,0.00007646561,0.000022689732,0.000004574721,0.9229528,4.3854592e-7,0.00016670856,0.010939596,0.0022759938,0.032172166],"study_design_scores_gemma":[0.00033799346,0.00007631157,0.20148063,0.000032238877,0.000019254263,0.000011183718,0.34168229,0.00008213105,0.0000062841286,0.00022118057,0.4558643,0.00018621955],"about_ca_topic_score_codex":0.00010134694,"about_ca_topic_score_gemma":0.004754499,"teacher_disagreement_score":0.58127046,"about_ca_system_score_codex":0.000073552335,"about_ca_system_score_gemma":0.000056183468,"threshold_uncertainty_score":0.7643854},"labels":[],"label_agreement":null},{"id":"W3208688217","doi":"10.5061/dryad.v652r","title":"Data from: Internet blogs, polar bears, and climate-change denial by proxy","year":2017,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Denial; Proxy (statistics); The Internet; Climate change; Polar; Internet privacy; Astrobiology; Computer science; Environmental science; Geology; Psychology; World Wide Web; Astronomy; Oceanography; Physics","score_opus":0.36723688471668053,"score_gpt":0.4239006703245791,"score_spread":0.05666378560789859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208688217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766383,0.002384403,0.00006452921,0.00298344,0.00038031506,0.0003854151,0.011951035,0.00012411231,0.005088457],"genre_scores_gemma":[0.93467003,0.041938815,0.00052976515,0.00045786827,0.0008473472,0.000012648135,0.021405676,0.0000220983,0.00011572099],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983583,0.00030795953,0.00020193498,0.0005663772,0.00020275034,0.00036265634],"domain_scores_gemma":[0.99699396,0.00021060031,0.0001985822,0.002396954,0.000018433235,0.00018144996],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010262114,0.00016113535,0.00019636289,0.00003186064,0.0016188797,0.0008239659,0.0035232522,0.000094878604,0.00011747547],"category_scores_gemma":[0.00004332995,0.00015320959,0.00001416222,0.00004446444,0.0003767678,0.0013292773,0.0047843237,0.00021155573,0.000028474853],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015927134,0.00014704769,0.71182,0.00018545732,0.00008516869,0.000007678032,0.096444234,2.3136201e-7,0.0005416494,0.0005166928,0.012603747,0.17748882],"study_design_scores_gemma":[0.0006647763,0.00004298261,0.40427625,0.00062682934,0.000120281824,0.000004161527,0.009470717,0.06635172,0.0000025980341,0.00048695487,0.51742935,0.000523356],"about_ca_topic_score_codex":0.050298568,"about_ca_topic_score_gemma":0.20847073,"teacher_disagreement_score":0.50482565,"about_ca_system_score_codex":0.000014034374,"about_ca_system_score_gemma":0.000013390122,"threshold_uncertainty_score":0.9996809},"labels":[],"label_agreement":null},{"id":"W3209264840","doi":"10.1007/s10584-021-03222-w","title":"Is it climate change? Coverage by online news sites of the 2019 European summer heatwaves in France, Germany, the Netherlands, and the UK","year":2021,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal Bank of Canada","keywords":"Climate change; Attribution; Geography; Media coverage; Political science; Extreme weather; Climatology; Media studies; Sociology; Psychology","score_opus":0.33640357485736944,"score_gpt":0.4131005941234769,"score_spread":0.07669701926610745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209264840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80738884,0.012400069,0.0000041833187,0.15384041,0.00032229116,0.0011733456,0.00055963476,0.00002550852,0.024285728],"genre_scores_gemma":[0.8395315,0.13940538,0.000017135073,0.018880006,0.0003965795,0.000064389395,0.00014131451,0.000020545536,0.0015431342],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99762845,0.001263167,0.0003371922,0.000186715,0.00029452782,0.00028993332],"domain_scores_gemma":[0.99849856,0.0005346839,0.00020768188,0.00063560554,0.00007688202,0.00004657693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014102758,0.00014034144,0.0002434441,0.00003223712,0.0005116319,0.00009620668,0.00049962034,0.00007180653,0.0010492184],"category_scores_gemma":[0.00010959855,0.00007699011,0.00010281681,0.00041155398,0.00055295427,0.00012352502,0.0003415403,0.00023483606,0.00004303013],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057906807,0.0003667598,0.19853546,0.00023250065,0.000053509222,0.000003612743,0.7329121,7.26459e-7,0.0008444069,0.003190912,0.03649343,0.02730868],"study_design_scores_gemma":[0.0038373277,0.000057941586,0.5708366,0.0009015327,0.00015968051,0.000008772005,0.0976276,0.0011878458,0.00006892303,0.0011784204,0.32357255,0.0005628363],"about_ca_topic_score_codex":0.0023247534,"about_ca_topic_score_gemma":0.023522602,"teacher_disagreement_score":0.6352845,"about_ca_system_score_codex":0.000027985769,"about_ca_system_score_gemma":0.000017403703,"threshold_uncertainty_score":0.999864},"labels":[],"label_agreement":null},{"id":"W3209346120","doi":"10.3389/fsoc.2021.728024","title":"Transformative Frames for Climate Threat in the Anthropocene","year":2021,"lang":"en","type":"review","venue":"Frontiers in Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Anthropocene; Transformative learning; Climate change; Environmental ethics; Argument (complex analysis); Context (archaeology); Sociology; Political science; Climate justice; Environmental resource management; History; Ecology; Environmental science; Archaeology; Philosophy","score_opus":0.5484914870021216,"score_gpt":0.5529051930046273,"score_spread":0.00441370600250568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209346120","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013535673,0.98769164,0.00048772103,0.0018285845,0.00096675724,0.0011256472,0.0001236121,0.000018516783,0.0077440143],"genre_scores_gemma":[0.00003278278,0.9973213,0.00091339834,0.00031186975,0.00017277579,0.0005847467,0.00061407353,0.000015365309,0.000033674252],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965661,0.0022622638,0.00043857732,0.00022205443,0.00010521677,0.0004057421],"domain_scores_gemma":[0.9987327,0.00076689624,0.0001647063,0.00026810443,0.00004156855,0.000026054107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018765592,0.00018033561,0.0010124032,0.0001403953,0.00037894555,0.000027219206,0.0006073222,0.0006856702,0.00017780851],"category_scores_gemma":[0.00016690508,0.0001346384,0.00031579938,0.00028781252,0.0012705816,0.000081605045,0.00003593996,0.0005249643,0.000010137358],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039954984,0.0000508721,0.00019703021,0.0010530804,0.000022351447,0.000001416816,0.15709117,1.5478324e-7,4.218562e-9,0.0060878457,0.006223653,0.8292684],"study_design_scores_gemma":[0.00014119988,0.000017206645,0.00002187845,0.00083088444,0.000051973075,7.874627e-7,0.10197695,0.0000043317095,5.659669e-9,0.0029933117,0.893829,0.00013246316],"about_ca_topic_score_codex":0.00013219778,"about_ca_topic_score_gemma":0.0007485791,"teacher_disagreement_score":0.88760537,"about_ca_system_score_codex":0.00035122552,"about_ca_system_score_gemma":0.00019782614,"threshold_uncertainty_score":0.5490395},"labels":[],"label_agreement":null},{"id":"W3209737204","doi":"10.1177/09636625211051970","title":"Science communication skills as an asset across disciplines: A 10-year case study of students’ motivation patterns at Université Laval","year":2021,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Asset (computer security); Science communication; Communication skills; Psychology; Science education; Mathematics education; Medical education; Computer science; Medicine","score_opus":0.4230862481454705,"score_gpt":0.47902038454205986,"score_spread":0.05593413639658934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209737204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943453,0.000009313215,0.00019093246,0.00091052277,0.000094963056,0.0002570371,0.000022682008,0.00003609877,0.0041331667],"genre_scores_gemma":[0.9991588,0.00034427881,0.00010700965,0.000020351396,0.00001364951,0.0000020650784,0.000019036888,0.000005756631,0.0003290389],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971036,0.00032164837,0.0003073865,0.0003734838,0.00153711,0.0003567941],"domain_scores_gemma":[0.9974987,0.0002363606,0.00031795955,0.0007980102,0.00093723997,0.00021175301],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0044747754,0.00009534167,0.00015778365,0.00037194556,0.0041422825,0.0004503652,0.0015863433,0.00004718382,0.00030046247],"category_scores_gemma":[0.0008772611,0.00009981377,0.000034936205,0.0036586642,0.0033831687,0.0020789725,0.0011942801,0.00010250895,0.0000033764236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012355108,0.0015172195,0.4869812,0.00001412183,0.000008651919,0.00001063402,0.4922025,0.00001396816,0.004548903,0.014108546,0.000014953238,0.0005669446],"study_design_scores_gemma":[0.0005149283,0.00014582997,0.070659,0.000039557865,0.000009461686,0.00001690833,0.9275038,0.00010879593,0.00039448266,0.0003787855,0.00011249128,0.000115934454],"about_ca_topic_score_codex":0.004431068,"about_ca_topic_score_gemma":0.05115679,"teacher_disagreement_score":0.43530133,"about_ca_system_score_codex":0.0016605757,"about_ca_system_score_gemma":0.0008147242,"threshold_uncertainty_score":0.99932903},"labels":[],"label_agreement":null},{"id":"W3209807176","doi":"10.3389/feduc.2021.674878","title":"A Framework for Understanding the Nature of Questions Asked by Audience Participants at Science Cafés","year":2021,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Science North; Laurentian University","funders":"","keywords":"Public engagement; Citizen science; Theme (computing); Audience response; Science communication; Science learning; Event (particle physics); Psychology; Coding (social sciences); Public awareness of science; Science education; Sociology; Computer science; Mathematics education; Public relations; World Wide Web; Political science; Social science","score_opus":0.3323102683274401,"score_gpt":0.4965047936410104,"score_spread":0.16419452531357032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209807176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6972012,0.0094999,0.17847472,0.073496535,0.0148172295,0.0016876587,0.0000908296,0.000088947796,0.024643006],"genre_scores_gemma":[0.98822594,0.0017878026,0.008942604,0.00033474603,0.00006594973,0.00008052127,0.000019421657,0.0000038478584,0.00053917797],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99919,0.00013374156,0.00013306092,0.00014520012,0.00020000312,0.00019801818],"domain_scores_gemma":[0.9992189,0.00022571995,0.00009215524,0.00024180626,0.00016956138,0.000051900664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087545783,0.000043810396,0.000071980045,0.00006735709,0.00081954786,0.00004788296,0.00027122782,0.0000926535,0.000082110426],"category_scores_gemma":[0.002174165,0.000040401115,0.000025684118,0.00078478653,0.00056567264,0.00016484651,0.000039864033,0.0001314465,0.0000015505705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037259095,0.0004727017,0.098402016,0.00005741064,0.000012252357,9.2855004e-8,0.2524052,0.000029490522,0.0025522718,0.56617194,0.0627657,0.017093636],"study_design_scores_gemma":[0.00018006278,0.000024256638,0.032753978,0.00040963475,0.00003229237,6.1752394e-7,0.6050313,0.0009169755,0.0007107034,0.29699817,0.06271776,0.00022424827],"about_ca_topic_score_codex":0.00013043007,"about_ca_topic_score_gemma":0.0013227944,"teacher_disagreement_score":0.3526261,"about_ca_system_score_codex":0.0009259446,"about_ca_system_score_gemma":0.00069748284,"threshold_uncertainty_score":0.63033825},"labels":[],"label_agreement":null},{"id":"W3209906254","doi":"","title":"The Deliberate Corruption of Climate Science by Tim Ball","year":2014,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Skepticism; Surprise; Politics; Political science; Atmospheric research; Law; History; Environmental ethics; Sociology; Meteorology; Geography; Philosophy; Theology","score_opus":0.6314696181041342,"score_gpt":0.6519067304213466,"score_spread":0.020437112317212458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209906254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85952437,0.0050426717,0.00028314212,0.0025406538,0.00090915395,0.0005243378,0.00004694647,0.00005084431,0.1310779],"genre_scores_gemma":[0.7955837,0.20354998,0.000068432535,0.00032149328,0.000091424095,0.000016026956,0.000010753439,0.00001360698,0.0003445777],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725384,0.0006641282,0.0005904951,0.00023760596,0.0008678579,0.0003861015],"domain_scores_gemma":[0.99726367,0.0005543057,0.0007997245,0.0005307215,0.00065501506,0.00019656292],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007267629,0.00013609733,0.0002920673,0.00021269386,0.0018674893,0.0014883647,0.0037547275,0.000074945565,0.0046568178],"category_scores_gemma":[0.00072659267,0.0001073671,0.00009332922,0.0011339773,0.0010898736,0.0018950731,0.00075673487,0.00020934336,0.000038149727],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024749574,0.00039374141,0.19306889,0.00007562988,0.000049084654,7.160195e-7,0.009183601,0.000077163575,0.2855874,0.010588778,0.050855804,0.4498717],"study_design_scores_gemma":[0.0005731643,0.000023950985,0.4398837,0.00036977982,0.00005601763,0.0000022090019,0.0027068327,0.0011673141,0.0057265083,0.007930334,0.5410522,0.00050797506],"about_ca_topic_score_codex":0.001678304,"about_ca_topic_score_gemma":0.0010048546,"teacher_disagreement_score":0.4901964,"about_ca_system_score_codex":0.00012736571,"about_ca_system_score_gemma":0.0001404941,"threshold_uncertainty_score":0.9995482},"labels":[],"label_agreement":null},{"id":"W3210118183","doi":"10.7202/1076746ar","title":"Adolescent Perspectives on Climate Change in an Era of Economic Uncertainty: Eschewing Neoliberalism in Nelson, British Columbia","year":2021,"lang":"en","type":"article","venue":"International Journal for Talent Development and Creativity","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Neoliberalism (international relations); Climate change; Political science; Environmental ethics; Economic history; Political economy; Sociology; Economics; Oceanography; Philosophy","score_opus":0.22260978270526266,"score_gpt":0.4285986042556736,"score_spread":0.20598882155041093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210118183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99652547,0.0002056023,0.0000097891625,0.0018881006,0.00028522738,0.00015934363,0.000033407447,0.000006821987,0.0008862113],"genre_scores_gemma":[0.99018323,0.008868926,0.0003804918,0.0001986974,0.00015587152,0.00003043037,0.00005063228,0.0000059537583,0.0001257439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990822,0.0001504296,0.00026971882,0.00015504108,0.00018539504,0.00015721796],"domain_scores_gemma":[0.9995175,0.00007343662,0.00012372178,0.000052638097,0.00016781488,0.000064883774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065518235,0.00006025919,0.00013715228,0.00006837344,0.00019606513,0.00029478554,0.00014779042,0.000050472663,0.00031285363],"category_scores_gemma":[0.00005458224,0.00008780759,0.000041087824,0.0000576156,0.00006166159,0.000346353,0.000051411676,0.00015984803,0.0000011720275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012377751,0.00059345056,0.5727171,0.000020871543,0.000027920905,0.000028273964,0.13907903,0.00002950556,0.00012228229,0.0025537137,0.00007974717,0.28462434],"study_design_scores_gemma":[0.0012975272,0.000041218642,0.9490475,0.00078935956,0.0000044324884,0.000015298854,0.040845484,0.0003783612,0.000047958783,0.0010426808,0.006307286,0.00018288869],"about_ca_topic_score_codex":0.0059524584,"about_ca_topic_score_gemma":0.35486838,"teacher_disagreement_score":0.3763304,"about_ca_system_score_codex":0.000548152,"about_ca_system_score_gemma":0.00013884004,"threshold_uncertainty_score":0.8998376},"labels":[],"label_agreement":null},{"id":"W3210455247","doi":"10.3389/fclim.2021.751310","title":"A Research Agenda for Affective Dimensions in Climate Change Risk Perception and Risk Communication","year":2021,"lang":"en","type":"article","venue":"Frontiers in Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; Carleton University; University of Toronto","funders":"","keywords":"Affect (linguistics); Risk perception; Perception; Perspective (graphical); Climate change; Psychology; Social psychology; Discipline; Risk communication; Climate risk; Applied psychology; Sociology; Social science; Ecology; Environmental health; Medicine; Communication","score_opus":0.43860664616771294,"score_gpt":0.5013881094807675,"score_spread":0.06278146331305456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210455247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98504335,0.003279328,0.00021764188,0.0025331888,0.0004712125,0.0013940436,0.0003503438,0.000070810405,0.006640062],"genre_scores_gemma":[0.57111275,0.4221662,0.0059027364,0.00008423357,0.000068196045,0.00044297043,0.00016726843,0.000018390198,0.00003726718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952357,0.0031785648,0.0003155034,0.00037824336,0.0002757473,0.000616286],"domain_scores_gemma":[0.9981207,0.0008463086,0.00015020267,0.00054039224,0.00024724784,0.00009512756],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0065122833,0.00012774543,0.00025296924,0.00038561295,0.001498815,0.00012549266,0.0002608401,0.00021333688,0.0000905257],"category_scores_gemma":[0.000979271,0.00014570024,0.000068300826,0.000810305,0.00039114183,0.00037389633,0.00031391607,0.000578725,0.000021638274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015231266,0.00023001683,0.7659955,0.00007883871,0.000013443092,0.0000027687186,0.12948243,0.000010242967,0.00012937917,0.0020204848,0.0018901661,0.09999441],"study_design_scores_gemma":[0.0014446053,0.00007626375,0.7318593,0.00035010697,0.000038238093,0.000001231759,0.2317869,0.005769145,0.000011719884,0.007479085,0.02088078,0.00030259363],"about_ca_topic_score_codex":0.0046482203,"about_ca_topic_score_gemma":0.093971744,"teacher_disagreement_score":0.41888687,"about_ca_system_score_codex":0.000506937,"about_ca_system_score_gemma":0.00005178351,"threshold_uncertainty_score":0.9998011},"labels":[],"label_agreement":null},{"id":"W3212441218","doi":"10.1080/01296612.2021.1997526","title":"Framing environmental news in Bangladesh","year":2021,"lang":"en","type":"article","venue":"Media Asia","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Framing (construction); Environmental communication; Climate change; News media; Political science; Environmental planning; Environmental resource management; Public relations; Geography; Sociology; Environmental science; Media studies","score_opus":0.23586713013307428,"score_gpt":0.38920002780077806,"score_spread":0.15333289766770378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212441218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9065116,0.0005322272,0.000013237835,0.0062488387,0.00030890465,0.00006400417,0.0000058495616,0.000029074032,0.086286284],"genre_scores_gemma":[0.9946816,0.0039840112,0.00021647663,0.00028117513,0.00015588227,0.000007785375,0.00007968803,0.0000041980747,0.0005891996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994289,0.00015305962,0.00008012899,0.00008383321,0.00013660153,0.00011745896],"domain_scores_gemma":[0.9997149,0.00008315954,0.000017661461,0.00013015867,0.000004759246,0.00004934628],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016284702,0.00003381832,0.000053192554,0.000027685881,0.00010312934,0.000025329386,0.000098050885,0.00005468435,0.0055119656],"category_scores_gemma":[0.0001048391,0.000038579336,0.00002106757,0.00011738962,0.00006625164,0.0000704158,0.000037832662,0.00008751796,0.00023944733],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051170996,0.00018510665,0.2987936,0.000007120031,0.00000386056,0.00003118631,0.29412937,0.0000012734803,0.00789081,0.0031812887,0.0019328182,0.39383844],"study_design_scores_gemma":[0.0002320345,0.0000036917713,0.22087409,0.000018578861,0.000003084565,0.000001162863,0.17729111,0.000030509198,0.00019134037,0.00045623907,0.600791,0.00010717581],"about_ca_topic_score_codex":0.0003832804,"about_ca_topic_score_gemma":0.036979493,"teacher_disagreement_score":0.5988582,"about_ca_system_score_codex":0.00009776045,"about_ca_system_score_gemma":0.000031651307,"threshold_uncertainty_score":0.99539715},"labels":[],"label_agreement":null},{"id":"W3212656443","doi":"","title":"Snapshots of the Youth Climate Strike in 2019 and 2020","year":2021,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Framing (construction); Media studies; Storytelling; Narrative; Guardian; Political science; Parliament; Digital media; Social media; Politics; Sociology; History; Law; Art; Literature","score_opus":0.6486335184066754,"score_gpt":0.5737185069299561,"score_spread":0.0749150114767193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212656443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9231756,0.00028999193,3.4978626e-8,0.004689553,0.000042491036,0.00025772196,0.000010327552,0.00000784277,0.07152646],"genre_scores_gemma":[0.98403746,0.014983358,0.000015401763,0.000045622834,0.000056533107,0.000015374277,0.0000054846,0.0000041378657,0.0008366034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985609,0.00014872481,0.00014474272,0.00015002213,0.00071501365,0.000280585],"domain_scores_gemma":[0.99928355,0.00008753839,0.000040010407,0.0001106638,0.0004192371,0.000058981026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025085374,0.00004406425,0.000087370136,0.000060733262,0.0003879805,0.000110037225,0.00037410698,0.00005218562,0.00023827572],"category_scores_gemma":[0.00040868358,0.00003505346,0.000025117968,0.0007647569,0.00031876747,0.00011569728,0.00062064565,0.00026921162,0.000008200388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027997727,0.00023723791,0.5275115,0.00010014789,0.000009635863,0.0000016626129,0.4439584,1.9644622e-7,0.005101532,0.01574311,0.002240457,0.005068137],"study_design_scores_gemma":[0.00034542056,0.00002957199,0.50875735,0.00014923203,0.0000039366737,6.565032e-7,0.48064002,0.000007724632,0.00034054232,0.0007663206,0.0088890735,0.00007012352],"about_ca_topic_score_codex":0.00076627557,"about_ca_topic_score_gemma":0.003088762,"teacher_disagreement_score":0.07068986,"about_ca_system_score_codex":0.00008327965,"about_ca_system_score_gemma":0.000086492015,"threshold_uncertainty_score":0.29840714},"labels":[],"label_agreement":null},{"id":"W3214945482","doi":"10.22230/cjc.2021v46n4a4019","title":"Fuelling the Subsidized Public: Mapping the Flow of Extractivist Content on Facebook","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Winnipeg","funders":"","keywords":"Publics; Subsidy; Politics; Public relations; Power (physics); Social media; Action (physics); Public sphere; Social network analysis; Content analysis; Political action; Political science; Business; Sociology; Social science; Law","score_opus":0.7582774293042434,"score_gpt":0.41204773844030307,"score_spread":0.3462296908639403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214945482","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27326167,0.011802113,0.0022207806,0.47627777,0.0008309063,0.0008858054,0.00003134569,0.00002164258,0.23466796],"genre_scores_gemma":[0.9923841,0.00624797,0.00023033156,0.0006554588,0.00006940617,0.000006777283,0.000011558605,0.0000059506215,0.0003884834],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980032,0.0012637299,0.000326877,0.00004608593,0.00021520123,0.00014489703],"domain_scores_gemma":[0.9973449,0.00074363675,0.0003995898,0.00063738634,0.00073170126,0.00014279131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022788842,0.000056360048,0.00011743491,0.00008926652,0.0011393639,0.00016806852,0.00090007344,0.00005049442,0.00064195314],"category_scores_gemma":[0.0007318988,0.00003907822,0.00009925518,0.00026114561,0.0003645223,0.00017198065,0.000026000916,0.0003470806,0.000012639503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005987606,0.00017510988,0.005988076,0.00002766792,0.0002009619,0.000008771076,0.39241982,0.00021825869,0.0068205064,0.2047638,0.007924617,0.38139254],"study_design_scores_gemma":[0.00036343036,0.000025332089,0.015052661,0.00021221746,0.000025694353,0.000017012026,0.14169817,0.00026709007,0.00029478036,0.0026111829,0.8393253,0.00010709932],"about_ca_topic_score_codex":0.005243209,"about_ca_topic_score_gemma":0.25120607,"teacher_disagreement_score":0.8314007,"about_ca_system_score_codex":0.0002081777,"about_ca_system_score_gemma":0.0009636608,"threshold_uncertainty_score":0.87631804},"labels":[],"label_agreement":null},{"id":"W32155169","doi":"10.1371/journal.pone.0229691","title":"Are journalism students equipped to write about science","year":2005,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reputation; Journalism; Public relations; Science communication; Quality (philosophy); Popular science; Science education; Political science; Technical Journalism; Sociology; Media studies; Social science; Pedagogy; Epistemology","score_opus":0.6285577973382137,"score_gpt":0.4948820467485944,"score_spread":0.13367575058961934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W32155169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95281416,0.00009621,0.000007607409,0.019408355,0.000049262453,0.00018469841,0.0000047910207,0.000061947154,0.027372984],"genre_scores_gemma":[0.9914021,0.0015248583,0.00087104953,0.002667984,0.00040937428,0.000015149004,0.0000017211919,0.0000059156246,0.003101872],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984125,0.0000836948,0.00013664404,0.00013603864,0.000973121,0.00025802798],"domain_scores_gemma":[0.99916375,0.000033239976,0.00009006396,0.00025657957,0.00023466501,0.00022170003],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010916584,0.00005332329,0.00009512487,0.00012120693,0.00086880126,0.00027365814,0.0008019151,0.000035078807,0.0015181892],"category_scores_gemma":[0.00034532155,0.000055499673,0.000022099939,0.00047085356,0.0001920449,0.0003101278,0.00017367164,0.00010407584,0.001007713],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007621991,0.0074368534,0.34184912,0.00006408159,0.000099985155,0.0000054145585,0.37568262,0.000017556222,0.18848631,0.007498883,0.0053662993,0.073416665],"study_design_scores_gemma":[0.0007775079,0.000075952215,0.8251214,0.0007894111,0.00006537032,7.489273e-7,0.024566969,0.0001595569,0.0022051595,0.00045044048,0.1452503,0.0005371578],"about_ca_topic_score_codex":0.00014483357,"about_ca_topic_score_gemma":0.0033655346,"teacher_disagreement_score":0.4832723,"about_ca_system_score_codex":0.00022671401,"about_ca_system_score_gemma":0.00004334049,"threshold_uncertainty_score":0.9997701},"labels":[],"label_agreement":null},{"id":"W3215867148","doi":"10.29173/pandpr29504","title":"Hermeneutics in an Age of Alternative Facts, Fake News, and Climate Change Denial","year":2021,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Hermeneutics; Denial; Climate change; Philosophy; Epistemology; Environmental ethics; Psychology; Psychoanalysis; Ecology","score_opus":0.4642130524412234,"score_gpt":0.48499611363706047,"score_spread":0.02078306119583706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215867148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93111235,0.00064642704,0.0000072794724,0.01278514,0.0001983843,0.00019198853,0.000023019247,0.000026296093,0.055009108],"genre_scores_gemma":[0.9525314,0.04501523,0.00073423074,0.0014228827,0.00014712021,0.000024789419,0.00006674654,0.000008795572,0.00004879552],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99832135,0.0009300683,0.00019411919,0.00019520505,0.00012523413,0.00023402245],"domain_scores_gemma":[0.9990123,0.00037824427,0.00016737542,0.00023506056,0.00013803759,0.0000690174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055084104,0.00007717875,0.00015988442,0.000071624585,0.00017727526,0.000042749423,0.00016708349,0.00010161726,0.00034641798],"category_scores_gemma":[0.00042428618,0.00008931526,0.000015733514,0.00020097996,0.00025084015,0.00062749523,0.00014784797,0.00018806556,0.000018547662],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024259675,0.0009045937,0.05666799,0.000048154263,0.000046432517,0.000103301085,0.6978775,0.000003921295,0.0057820044,0.1057233,0.000014714298,0.13258547],"study_design_scores_gemma":[0.001942656,0.00038910977,0.11203577,0.000068308,0.00013411678,0.00003020333,0.56367415,0.00012206355,0.00019172208,0.011508776,0.3093737,0.0005293896],"about_ca_topic_score_codex":0.0023353181,"about_ca_topic_score_gemma":0.059019413,"teacher_disagreement_score":0.309359,"about_ca_system_score_codex":0.00008155684,"about_ca_system_score_gemma":0.00005093855,"threshold_uncertainty_score":0.95815104},"labels":[],"label_agreement":null},{"id":"W3216844404","doi":"10.5282/rcc/6524","title":"Beyond Doom and Gloom: An Exploration through Letters","year":2021,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Gloom; Conversation; Construct (python library); Narrative; Political science; Sociology; Art; Literature; Computer science; Psychology; Communication","score_opus":0.5940296057566732,"score_gpt":0.4799382817517199,"score_spread":0.11409132400495331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216844404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64705557,0.00021226228,0.0015625316,0.068797015,0.00021137379,0.00009937737,0.000003477307,0.00011612178,0.28194225],"genre_scores_gemma":[0.96635765,0.014993605,0.0056955805,0.009809845,0.00031370873,0.000014842273,0.00016448162,0.000008248711,0.0026420334],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995073,0.00015434223,0.00006350092,0.00009607107,0.000100209894,0.00007854247],"domain_scores_gemma":[0.9997212,0.000030306433,0.000017474322,0.00014403253,0.000046562065,0.00004041935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016114883,0.00003301918,0.000041212206,0.00001029258,0.00033296493,0.00011057854,0.000059822843,0.000032046617,0.0019640322],"category_scores_gemma":[0.000029179664,0.000033474116,0.000011923122,0.000108186294,0.00007752801,0.00089520524,0.000027944518,0.000034532462,0.000044867666],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011469745,0.00016407724,0.004011327,0.000013861383,0.000010538865,0.0000040929826,0.3939829,0.00000390826,0.04295524,0.43854997,0.010477228,0.10981542],"study_design_scores_gemma":[0.00044400725,0.000034123535,0.0060586734,0.000015256355,0.000015959267,0.000002444643,0.23488827,0.00015258306,0.00096665224,0.031884935,0.7252288,0.0003083214],"about_ca_topic_score_codex":0.0010361574,"about_ca_topic_score_gemma":0.022343243,"teacher_disagreement_score":0.71475154,"about_ca_system_score_codex":0.00002326044,"about_ca_system_score_gemma":0.000018127052,"threshold_uncertainty_score":0.99894834},"labels":[],"label_agreement":null},{"id":"W3216901372","doi":"","title":"“At least we’re trying”: Experimenting with roles and repertoires to foster new connections between science and society: Conduct defined experiments using best practices highlighted in showcases to determine the extent to which approaches work in different context","year":2021,"lang":"en","type":"article","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Best practice; Epistemology; Engineering ethics; Sociology; Knowledge management; Public relations; Political science; Data science; Computer science; Engineering; Law","score_opus":0.42187191533857,"score_gpt":0.37504165371089127,"score_spread":0.046830261627678726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216901372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98746014,0.0002687314,0.000048599577,0.008815009,0.00006334802,0.0005879251,0.000015420812,0.000027933342,0.0027128702],"genre_scores_gemma":[0.9974578,0.0001478042,0.00033407047,0.00020598523,0.000054180357,0.0000021506157,0.000009219501,0.0000127951735,0.0017759812],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99799925,0.0002239282,0.00029622918,0.00062356034,0.00048036242,0.00037666256],"domain_scores_gemma":[0.9984327,0.00036378822,0.00028940674,0.00032574136,0.00022998005,0.00035838416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028824556,0.0002376815,0.00035051667,0.0003503764,0.0010777282,0.00026461596,0.0004943667,0.00013880168,0.000012571213],"category_scores_gemma":[0.00017936001,0.00021843916,0.00005324674,0.0013386342,0.0005067363,0.001494539,0.001118336,0.0002458362,0.0000018181352],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011086126,0.00033801363,0.24995983,0.00007855595,0.00012385998,0.00007297471,0.6294262,0.00014046708,0.098892786,0.00022204829,0.00036982616,0.019266829],"study_design_scores_gemma":[0.0017966048,0.00031237726,0.03236661,0.0013981393,0.00011747828,0.000038735732,0.9296733,0.00017469449,0.013179381,0.0000072701628,0.020277407,0.00065798976],"about_ca_topic_score_codex":0.001184209,"about_ca_topic_score_gemma":0.0043274336,"teacher_disagreement_score":0.3002471,"about_ca_system_score_codex":0.0008320343,"about_ca_system_score_gemma":0.00021470047,"threshold_uncertainty_score":0.89076906},"labels":[],"label_agreement":null},{"id":"W3217149174","doi":"10.1186/s12889-021-12246-x","title":"Communicating scientific uncertainty in a rapidly evolving situation: a framing analysis of Canadian coverage in early days of COVID-19","year":2021,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; University of the Fraser Valley; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Biostatistics; Medicine; Framing (construction); Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Environmental health; Public relations; Virology; Infectious disease (medical specialty); Outbreak; Nursing; Political science; Pathology","score_opus":0.40564375809336195,"score_gpt":0.4535411788894985,"score_spread":0.04789742079613657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217149174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736811,0.0007459811,0.0005113896,0.018225074,0.0000688619,0.00026809197,0.00007687698,0.000017591472,0.006405017],"genre_scores_gemma":[0.9971306,0.001129127,0.0007360724,0.0006136236,0.0000106689995,0.000014380531,0.00031075772,0.0000046552727,0.000050140326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631125,0.002113308,0.00062748784,0.0002114907,0.00035357013,0.0003828966],"domain_scores_gemma":[0.99753827,0.0008016341,0.00031690125,0.0006418387,0.0003064872,0.0003948823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008624496,0.00006749955,0.00032115233,0.0021976656,0.00057568366,0.00014520946,0.0004550343,0.00008618592,0.0006327578],"category_scores_gemma":[0.004148743,0.000082497914,0.00007799824,0.00999259,0.00022706545,0.00026703393,0.00009625406,0.00018596696,0.0000020173375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032369317,0.00012678375,0.5822761,0.00011838957,0.000019676609,8.6582014e-7,0.40129524,0.0011793346,0.00006794552,0.0077374014,0.00010241532,0.0070726024],"study_design_scores_gemma":[0.00056130183,0.000020076406,0.8211335,0.00011763951,0.000016117621,2.9490465e-7,0.12045677,0.023993272,0.0000012545877,0.0003444479,0.03319124,0.00016410436],"about_ca_topic_score_codex":0.8664183,"about_ca_topic_score_gemma":0.99689484,"teacher_disagreement_score":0.2808385,"about_ca_system_score_codex":0.0016210473,"about_ca_system_score_gemma":0.010137308,"threshold_uncertainty_score":0.9954743},"labels":[],"label_agreement":null},{"id":"W3217170740","doi":"10.3389/fcomm.2021.729818","title":"Twitter’s Fake News Discourses Around Climate Change and Global Warming","year":2021,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Montréal; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Context (archaeology); Political science; Global warming; Democracy; Meaning (existential); Politics; Political economy; Media studies; Geography; Sociology; Law; Epistemology","score_opus":0.3455215435539533,"score_gpt":0.4387311291346397,"score_spread":0.09320958558068637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217170740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7613659,0.03002132,0.0014888713,0.0789721,0.0015247938,0.00087421207,0.00006526992,0.00023760728,0.12544991],"genre_scores_gemma":[0.82828915,0.16281351,0.0075533674,0.0008293997,0.00011372307,0.00006959957,0.00016120597,0.000009538723,0.00016049843],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985459,0.0006429668,0.0002156831,0.00017925081,0.00016887781,0.0002473341],"domain_scores_gemma":[0.99901,0.00007492492,0.000101439786,0.00066402066,0.00007551187,0.000074076874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055707153,0.00009534219,0.00015577428,0.000045807647,0.0005751633,0.00016203607,0.00038163926,0.000105317435,0.000059819242],"category_scores_gemma":[0.000116316245,0.00011088513,0.00003604105,0.00037394336,0.00025999502,0.00043244628,0.0002803132,0.00015796452,0.000010394998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021022164,0.00013308138,0.6428268,0.000029647092,0.000010673407,0.0000022651477,0.055684984,0.0000019414722,0.000029664241,0.010519031,0.0038709429,0.28686997],"study_design_scores_gemma":[0.000937192,0.000023179922,0.2469676,0.00037968374,0.000041902767,0.0000070233737,0.40990025,0.0014556772,0.000012417461,0.016621077,0.32315055,0.0005034627],"about_ca_topic_score_codex":0.0022026368,"about_ca_topic_score_gemma":0.029229878,"teacher_disagreement_score":0.39585918,"about_ca_system_score_codex":0.0002699753,"about_ca_system_score_gemma":0.000045234225,"threshold_uncertainty_score":0.98848414},"labels":[],"label_agreement":null},{"id":"W3217405825","doi":"10.5281/zenodo.5423720","title":"\"At least we're trying\": Experimenting with roles and repertoires to foster new connections between science and society","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"European Commission","keywords":"Affordance; Epistemology; Political science; Computer science; Sociology; Human–computer interaction","score_opus":0.314833141952349,"score_gpt":0.38139579111886446,"score_spread":0.06656264916651544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217405825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7430415,0.00052468834,0.0008315847,0.05179124,0.0000686582,0.0005425271,0.000065812885,0.00059317733,0.20254079],"genre_scores_gemma":[0.9948964,0.0010894475,0.0007182058,0.0005408124,0.00015583172,8.345804e-8,0.00011104338,0.0001922639,0.0022958908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988852,0.00016937239,0.000103178325,0.0002913329,0.0003294255,0.00022148983],"domain_scores_gemma":[0.9989883,0.00003615379,0.00004174878,0.00022390731,0.00047320855,0.00023668102],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064814184,0.00006712187,0.00007814957,0.00007050473,0.0066495608,0.0010025379,0.00029037113,0.000033316654,0.0032683322],"category_scores_gemma":[0.00046932485,0.00006805593,0.000015471174,0.0005819946,0.00046582485,0.00028713892,0.0010519682,0.000094364324,0.00018588449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004169971,0.00007855423,0.000542895,0.000049876966,0.000038437935,0.000003145164,0.39179036,0.000005726993,0.06619405,0.0041105985,0.100921474,0.43622318],"study_design_scores_gemma":[0.00022306267,0.000053213997,0.0021517905,0.00004420516,0.000008103494,0.000014045045,0.049547654,0.00003606007,0.0008451647,0.000039428323,0.94693065,0.00010664705],"about_ca_topic_score_codex":0.00007994796,"about_ca_topic_score_gemma":0.000068008885,"teacher_disagreement_score":0.84600914,"about_ca_system_score_codex":0.00017372625,"about_ca_system_score_gemma":0.000018685862,"threshold_uncertainty_score":0.9976428},"labels":[],"label_agreement":null},{"id":"W331660958","doi":"","title":"Much Ado about Something: Insights into the Science Communication Process","year":2010,"lang":"en","type":"article","venue":"Health law review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public relations; Blame; Science communication; Health care; Health communication; Public health; Political science; Psychology; Sociology; Medicine; Science education; Law; Social psychology; Nursing","score_opus":0.41946507444599807,"score_gpt":0.5535047297266233,"score_spread":0.13403965528062528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W331660958","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03031594,0.3502699,0.00003370479,0.40917066,0.0007750823,0.0028526275,0.0000021377653,0.0002734462,0.2063065],"genre_scores_gemma":[0.44669932,0.53266394,0.00028474903,0.020108532,0.000067536064,0.000093213224,0.0000115058,0.000005764606,0.000065456145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804866,0.00069265097,0.00034779735,0.00017833986,0.00046805365,0.00026451325],"domain_scores_gemma":[0.9979909,0.00020413873,0.0002599343,0.000994121,0.0003662363,0.00018467075],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0063630934,0.000081460974,0.0001805476,0.00003890725,0.004560099,0.00012994789,0.0013389135,0.000055252327,0.0004076939],"category_scores_gemma":[0.0005826773,0.00005676542,0.000042201744,0.0009222605,0.0014690555,0.00039304348,0.00012389579,0.00048526956,0.00015875089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010384266,0.000048250702,0.000038856782,0.0009788658,0.0000012065233,3.8394642e-8,0.10240873,7.0993636e-8,0.000056320398,0.7135928,0.0008547497,0.18201907],"study_design_scores_gemma":[0.000041416206,0.00000906179,0.00036689962,0.0010256087,0.0000045175475,6.0534484e-7,0.0019135167,0.000015820267,0.0000068186537,0.0051362915,0.99140465,0.00007476143],"about_ca_topic_score_codex":0.008866132,"about_ca_topic_score_gemma":0.071020626,"teacher_disagreement_score":0.9905499,"about_ca_system_score_codex":0.000121612575,"about_ca_system_score_gemma":0.0006510022,"threshold_uncertainty_score":0.9977339},"labels":[],"label_agreement":null},{"id":"W335258468","doi":"","title":"Novel Platforms for Genetic Analysis: An Assessment of Rapid, Portable Diagnostic Devices","year":2008,"lang":"en","type":"article","venue":"Health law review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public relations; Scientific consensus; Consensus conference; Political science; Democracy; Upstream (networking); Sociology; Law; Computer science; Telecommunications","score_opus":0.5752554612405946,"score_gpt":0.562663213216757,"score_spread":0.012592248023837516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W335258468","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06721841,0.8306204,0.029049484,0.02939094,0.0006304341,0.011875487,0.00047606078,0.00032058675,0.030418213],"genre_scores_gemma":[0.16425933,0.81878036,0.010041723,0.0063443515,0.000057547702,0.00018927737,0.00027639192,0.0000075375906,0.000043506632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987975,0.00011750546,0.0004959045,0.00014666149,0.0002237944,0.00021863396],"domain_scores_gemma":[0.9987022,0.0002954901,0.00035167846,0.0003488789,0.0001443704,0.00015732985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014222641,0.00007436049,0.00040631913,0.000044404616,0.00057712966,0.000010509612,0.00021861523,0.00003871652,0.00053872523],"category_scores_gemma":[0.00010481739,0.00006429605,0.00012574306,0.00047103458,0.0001044099,0.00013527281,0.00001755549,0.000054679753,0.000007064657],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020458083,0.002695308,0.102578,0.0340348,0.0005435674,0.000002394155,0.025158979,0.00016335107,0.000037100694,0.37911993,0.007824538,0.4478216],"study_design_scores_gemma":[0.00026564632,0.0001917292,0.13015683,0.0012850546,0.0002689334,0.0000022313338,0.0006147938,0.0003758639,4.992579e-7,0.00017059347,0.8664919,0.0001759024],"about_ca_topic_score_codex":0.006397431,"about_ca_topic_score_gemma":0.04420191,"teacher_disagreement_score":0.8586674,"about_ca_system_score_codex":0.00008783396,"about_ca_system_score_gemma":0.00027201397,"threshold_uncertainty_score":0.9732389},"labels":[],"label_agreement":null},{"id":"W35975079","doi":"","title":"Lyn Carter: exhale","year":2002,"lang":"","type":"article","venue":"Espace Sculpture","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.428667013180829,"score_gpt":0.4103286690526836,"score_spread":0.01833834412814539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W35975079","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039032813,0.014114736,0.000050903687,0.11841395,0.002402483,0.0006835902,0.000062640895,0.00027613013,0.82496274],"genre_scores_gemma":[0.8538483,0.04402159,0.00013670565,0.0016620887,0.0011632378,0.000021959877,0.000024292165,0.000030309076,0.099091515],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975331,0.00063741254,0.00026917734,0.00041657142,0.00056748895,0.0005762573],"domain_scores_gemma":[0.99838376,0.00007847278,0.00016643792,0.000896579,0.00015657496,0.00031819803],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00052079535,0.00027345002,0.00028053205,0.000102869046,0.0012331542,0.00030351544,0.0007003276,0.0004598248,0.07485623],"category_scores_gemma":[0.00011106054,0.00027906318,0.00025978172,0.0007308495,0.000415344,0.0003637725,0.00015884165,0.0005279651,0.006206742],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016898153,0.00037056493,0.0017684655,0.000065759355,0.000049991882,0.00000768545,0.731079,0.000012236582,0.0004797755,0.009726707,0.18287556,0.07354737],"study_design_scores_gemma":[0.00032344542,0.00004673637,0.0023502188,0.000074996104,0.000041803833,0.000003308147,0.039034493,0.00064997224,0.000009199254,0.000097048745,0.95702183,0.00034695436],"about_ca_topic_score_codex":0.0003356017,"about_ca_topic_score_gemma":0.0041610915,"teacher_disagreement_score":0.81481546,"about_ca_system_score_codex":0.00020700152,"about_ca_system_score_gemma":0.000033091055,"threshold_uncertainty_score":0.99996614},"labels":[],"label_agreement":null},{"id":"W36244991","doi":"10.1007/978-1-4020-8598-7_6","title":"On and about the Deficit Model in an Age of Free Flow","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Ideology; Function (biology); Science communication; Subject (documents); Sociology of scientific knowledge; Epistemology; Sociology; Political science; Social science; Computer science; Science education; Politics; Law; Geography","score_opus":0.47572833460826963,"score_gpt":0.4089961189738901,"score_spread":0.06673221563437953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36244991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006634633,0.00022353006,0.00002717922,0.0006881795,0.000024682358,0.00015410922,0.000028390408,0.000017226155,0.99220204],"genre_scores_gemma":[0.22383991,0.12707163,0.0008750987,0.0016109544,0.00016458625,0.000019238443,0.00022487351,0.000045965488,0.6461477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994814,0.000040817646,0.00013151238,0.000102671744,0.00016981356,0.00007382612],"domain_scores_gemma":[0.9993929,0.000093155824,0.00005489827,0.00039443208,0.000033760523,0.000030845586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021813138,0.000076130134,0.00011756564,0.00005834244,0.00015702797,0.000018529487,0.00030470788,0.0001615782,0.0008876756],"category_scores_gemma":[0.000023256865,0.000056374363,0.000033102227,0.000017106908,0.00026224388,0.000042943917,0.000059358306,0.0001498683,0.00001370925],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020085336,0.00003906661,0.00006727487,0.000012910985,0.0000047451626,0.0000015012567,0.07180504,0.00016344302,0.000021629437,0.89489025,0.0025396338,0.030434407],"study_design_scores_gemma":[0.0014424736,0.00028783726,0.005540689,0.00068338605,0.000058130263,0.0000026420914,0.011214215,0.037223324,0.0000031577479,0.4671078,0.47517297,0.0012633742],"about_ca_topic_score_codex":0.0009855921,"about_ca_topic_score_gemma":0.09694432,"teacher_disagreement_score":0.47263333,"about_ca_system_score_codex":0.00003631627,"about_ca_system_score_gemma":0.000028744833,"threshold_uncertainty_score":0.97194254},"labels":[],"label_agreement":null},{"id":"W3980895","doi":"","title":"Climate Change Visualization: Using 3D Imagery of Local Places to Build Capacity and Inform Policy","year":2009,"lang":"en","type":"article","venue":"Journal of the American Dietetic Association","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Backcasting; Context (archaeology); Capacity building; Environmental resource management; Citizen journalism; Visualization; Participatory action research; Data science; Vision; Computer science; Environmental planning; Political science; Geography; Environmental science; Sociology","score_opus":0.21643078183735873,"score_gpt":0.44618561706265053,"score_spread":0.2297548352252918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3980895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831197,0.00005489603,0.00052595476,0.014481879,0.00011105535,0.00013570437,0.0000091084175,0.000009092015,0.0015525875],"genre_scores_gemma":[0.99539185,0.0022938366,0.0006135305,0.00134815,0.00031622098,9.406679e-7,7.257752e-7,0.000004234904,0.000030515694],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988087,0.00021633945,0.00032238435,0.000051594965,0.00043513792,0.00016583799],"domain_scores_gemma":[0.9980389,0.00014093105,0.0013119015,0.00010475847,0.00032804382,0.00007545087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011206768,0.00006456416,0.00020658763,0.00013608755,0.00027526476,0.000046757785,0.0001878898,0.00003881678,0.000012165552],"category_scores_gemma":[0.00059226865,0.000052590356,0.000070073416,0.0005968479,0.00015374356,0.0002631606,0.00004625807,0.00009972823,0.0000013322642],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033974426,0.0004889394,0.28917027,0.00007240743,0.00012519935,9.665658e-7,0.22187454,0.0004885756,0.008458133,0.008090428,0.0010707754,0.46982002],"study_design_scores_gemma":[0.0004611254,0.00047189102,0.959154,0.0003765499,0.0001220852,0.00000589588,0.031877927,0.001610341,0.00028593178,0.0011144552,0.0042836713,0.00023613416],"about_ca_topic_score_codex":0.001062705,"about_ca_topic_score_gemma":0.00031010265,"teacher_disagreement_score":0.66998374,"about_ca_system_score_codex":0.00058095984,"about_ca_system_score_gemma":0.000059365488,"threshold_uncertainty_score":0.21445724},"labels":[],"label_agreement":null},{"id":"W4200124781","doi":"10.17742/image.mm.12.2.9","title":"(Imagining) Science for Troubled Times: A Mouse, a Bird, and a Threshold for Collaboration","year":2021,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Psychology","score_opus":0.36293566913200204,"score_gpt":0.581232020399383,"score_spread":0.218296351267381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200124781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6586771,0.021684958,0.0063373623,0.23483472,0.0022387507,0.0026271993,0.00039291228,0.000263822,0.07294317],"genre_scores_gemma":[0.95770484,0.007808288,0.030939234,0.00035400124,0.00034926526,0.000101708916,0.000014905998,0.000018030232,0.0027097275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9988206,0.000056403045,0.0003819193,0.00017217411,0.0003291712,0.0002397123],"domain_scores_gemma":[0.9674767,0.00030260003,0.00031723746,0.00012399694,0.03169476,0.00008471104],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0013050487,0.000111981295,0.00023755776,0.00015847331,0.0021844239,0.0029241266,0.00023916738,0.000032175813,0.000029580791],"category_scores_gemma":[0.006263681,0.00009288591,0.000098339966,0.00065642333,0.0045979256,0.008132771,0.000076389755,0.0000983043,0.0000022916936],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029332266,0.0004115182,0.004289811,0.00027024795,0.00031969155,0.000007446004,0.257717,0.000030187415,0.26839566,0.43064708,0.02188625,0.015731791],"study_design_scores_gemma":[0.008039404,0.0004136836,0.0048903977,0.000301121,0.00035075954,0.00010394348,0.4608296,0.0012044469,0.015177378,0.080872044,0.4270119,0.000805325],"about_ca_topic_score_codex":0.000017755554,"about_ca_topic_score_gemma":0.00045778297,"teacher_disagreement_score":0.40512565,"about_ca_system_score_codex":0.00025693674,"about_ca_system_score_gemma":0.00042288497,"threshold_uncertainty_score":0.9991146},"labels":[],"label_agreement":null},{"id":"W4200206221","doi":"10.1016/j.copsyc.2021.12.001","title":"Editorial overview: Six messages of climate psychology","year":2021,"lang":"en","type":"editorial","venue":"Current Opinion in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Transformational leadership; Climate change; Psychology; Status quo; Work (physics); Narrative; Social psychology; Nature versus nurture; Public relations; Environmental ethics; Political science; Sociology; Ecology","score_opus":0.41460401961468385,"score_gpt":0.5841384351525464,"score_spread":0.16953441553786253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200206221","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013736777,0.02621014,0.000012592707,0.0015146405,0.9548433,0.00033244063,0.00035238406,0.000059433194,0.016661348],"genre_scores_gemma":[0.000012099238,0.46186596,0.000025996562,0.000032465363,0.5363981,0.00006494834,0.0015516906,0.000022070974,0.000026667538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947089,0.0020085075,0.0010223637,0.00077298033,0.0008692388,0.0006180297],"domain_scores_gemma":[0.9965427,0.00097095413,0.00070280704,0.0010783703,0.0005747447,0.00013041425],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021850262,0.00033171324,0.00080211787,0.00042792744,0.00020587252,0.000048284663,0.0011434519,0.002025777,0.0021366987],"category_scores_gemma":[0.00131892,0.00038022234,0.0002473864,0.0006722635,0.0005927114,0.00012901913,0.00026182563,0.001613227,0.00013969761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008666982,0.00039567528,0.0002874049,0.00030246133,0.000013684002,2.5842357e-7,0.0023574047,1.6886344e-7,0.000010082256,0.0008663268,0.9607773,0.034902584],"study_design_scores_gemma":[0.0011843789,0.00007741868,0.00039368912,0.00069142075,0.0000151364375,3.2524915e-7,0.00040205033,7.005523e-7,1.5882675e-7,0.00076805596,0.99615866,0.000308032],"about_ca_topic_score_codex":0.00020290614,"about_ca_topic_score_gemma":0.00090631656,"teacher_disagreement_score":0.43565583,"about_ca_system_score_codex":0.00015394369,"about_ca_system_score_gemma":0.00034464407,"threshold_uncertainty_score":0.999865},"labels":[],"label_agreement":null},{"id":"W4200230475","doi":"10.31235/osf.io/ncjeu","title":"Who tweets climate change papers? Investigating publics of research through users’ descriptions","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Bureau de Coopération Interuniversitaire; Université du Québec à Montréal","funders":"","keywords":"Publics; Salient; Flexibility (engineering); Social media; Identity (music); Microblogging; Politics; Data science; Public relations; Sociology; Computer science; Political science; World Wide Web","score_opus":0.8790816402412335,"score_gpt":0.5666754310650229,"score_spread":0.31240620917621054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200230475","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3827498,0.001005851,0.00003316753,0.038208816,0.0008440296,0.0011259083,0.000105018946,0.00026601672,0.5756614],"genre_scores_gemma":[0.8917602,0.10045661,0.00402874,0.0009793993,0.0006539097,0.00033828666,0.0005747742,0.00004021744,0.0011678995],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957092,0.0017301984,0.0005023047,0.0004652637,0.0009917207,0.00060134666],"domain_scores_gemma":[0.9969011,0.00042845396,0.00026863895,0.001035994,0.0011767523,0.00018906093],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036710803,0.00018679963,0.0003654695,0.00022959211,0.0011411561,0.00053773535,0.0009643054,0.0005544676,0.0039050188],"category_scores_gemma":[0.0010338214,0.00020165971,0.00017906737,0.0009281328,0.001054386,0.00052518427,0.0021154475,0.0011216939,0.000040686908],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051016455,0.0001996913,0.020444693,0.0006239842,0.000043490076,0.0000024180797,0.8776792,0.000004686103,0.0008506915,0.087723315,0.002354146,0.010068577],"study_design_scores_gemma":[0.0003047878,0.000048105838,0.028594587,0.002738252,0.000055424232,0.0000014569003,0.86329883,0.00037058513,0.00013434135,0.0094763385,0.09427446,0.00070279464],"about_ca_topic_score_codex":0.026286904,"about_ca_topic_score_gemma":0.067482784,"teacher_disagreement_score":0.57449347,"about_ca_system_score_codex":0.00032618534,"about_ca_system_score_gemma":0.0003891777,"threshold_uncertainty_score":0.9970055},"labels":[],"label_agreement":null},{"id":"W4200327593","doi":"10.21203/rs.3.rs-1064960/v1","title":"Knowledge and Perceptions of the Health Impacts of Climate Change Among Canadians","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Climate change; Public health; Perception; Public opinion; Psychology; Environmental health; Risk perception; Geography; Socioeconomics; Political science; Medicine; Sociology; Politics; Ecology","score_opus":0.48812157348404994,"score_gpt":0.5568995411624149,"score_spread":0.06877796767836497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200327593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691275,0.004494636,0.0000016231493,0.009467004,0.00016810888,0.0011662958,0.00047687808,0.000017167713,0.015080817],"genre_scores_gemma":[0.8637025,0.13581033,0.00001907483,0.000033474527,0.00012300457,0.000083936684,0.000097007985,0.000011474941,0.00011920756],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9962634,0.0022774779,0.0002699686,0.00021559215,0.00052419316,0.00044939754],"domain_scores_gemma":[0.99789476,0.00026240086,0.00016843269,0.0006956702,0.0007125861,0.00026617083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029906214,0.00009593567,0.00026037378,0.00022989266,0.0008672624,0.00007741936,0.0005116521,0.00020895364,0.00065225177],"category_scores_gemma":[0.00041892618,0.00008266241,0.00011806369,0.00056401466,0.0009683594,0.000082217506,0.001066521,0.0006933575,0.0000042419165],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000086532655,0.00016881328,0.2754163,0.0026429484,0.000018531666,5.3078315e-7,0.6821167,0.0000014984788,0.00006283281,0.002401838,0.00093482155,0.03622652],"study_design_scores_gemma":[0.00008072521,0.000041252046,0.84917617,0.0020202335,0.000005810236,2.7756724e-7,0.14581873,0.00006420398,0.000003133726,0.00014342747,0.0025634805,0.00008258654],"about_ca_topic_score_codex":0.37403628,"about_ca_topic_score_gemma":0.8903467,"teacher_disagreement_score":0.57375985,"about_ca_system_score_codex":0.00044886145,"about_ca_system_score_gemma":0.0011886923,"threshold_uncertainty_score":0.7141699},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4200363941","doi":"10.1177/00027642211056258","title":"Morality, Emotions, and the Ideal Environmentalist: Toward A Conceptual Framework for Understanding Political Polarization","year":2021,"lang":"en","type":"article","venue":"American Behavioral Scientist","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Politics; Ideal (ethics); Morality; Polarization (electrochemistry); Social psychology; Sociology; Environmental ethics; Environmentalism; Psychology; Political science; Law","score_opus":0.44494987000197433,"score_gpt":0.4740028544742954,"score_spread":0.029052984472321075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200363941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8058298,0.00023976045,0.080203444,0.10724894,0.00075796194,0.0009562729,0.00035594302,0.00012587583,0.0042819805],"genre_scores_gemma":[0.9955322,0.00018307635,0.0028724365,0.00088817463,0.00009574928,0.000029405832,0.00014057067,0.000007890396,0.0002504577],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99864644,0.00037131138,0.00016255931,0.00022127156,0.00029213578,0.00030627885],"domain_scores_gemma":[0.99927825,0.0002356713,0.00008854096,0.00020128084,0.000043357904,0.00015292839],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00053315394,0.00007848003,0.00013796796,0.000030269628,0.0012809407,0.00027369423,0.0001744484,0.000048749836,0.00036396304],"category_scores_gemma":[0.00015678602,0.00006971943,0.00006909733,0.00033675318,0.005140489,0.00014182126,0.000117792624,0.00010830302,0.000008011349],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010878321,0.000055686673,0.010289226,0.0000017650276,0.000002625092,6.278923e-7,0.008957468,1.6897195e-7,0.00013132111,0.977951,0.00012812897,0.0024710991],"study_design_scores_gemma":[0.0016883892,0.00013374539,0.084802985,0.000055341137,0.00018752589,0.000014389955,0.74559337,0.00017621851,0.00004177409,0.11192521,0.05486789,0.00051314145],"about_ca_topic_score_codex":0.00681224,"about_ca_topic_score_gemma":0.002861399,"teacher_disagreement_score":0.8660258,"about_ca_system_score_codex":0.00034342197,"about_ca_system_score_gemma":0.0000638197,"threshold_uncertainty_score":0.99980146},"labels":[],"label_agreement":null},{"id":"W4200377304","doi":"10.1111/camh.12525","title":"Review: The impact of climate change awareness on children's mental well‐being and negative emotions – a scoping review","year":2021,"lang":"en","type":"review","venue":"Child and Adolescent Mental Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Fowler Kennedy Sport Medicine Clinic; Athabasca University; Children’s Health Research Institute; Western University","funders":"Children's Health Research Institute","keywords":"Mental health; Psychology; Worry; CLARITY; Anxiety; Climate change; Well-being; Operationalization; Developmental psychology; Applied psychology; Social psychology; Psychotherapist; Psychiatry","score_opus":0.3065072908097539,"score_gpt":0.5227716067108407,"score_spread":0.21626431590108675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200377304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016948785,0.9845712,2.057869e-7,0.008720211,0.00014685676,0.0052564386,0.00035712004,0.000023384831,0.0009076346],"genre_scores_gemma":[0.00007270884,0.99231267,0.000004250326,0.006122462,0.00021494132,0.0000805082,0.001160169,0.00002389833,0.000008385551],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969588,0.0013823591,0.0006614069,0.00037798376,0.00025238475,0.00036705102],"domain_scores_gemma":[0.9986072,0.00008724556,0.00067542103,0.0003733597,0.00004094532,0.0002158144],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010563026,0.000331667,0.0013348866,0.00007590223,0.001656946,0.0000537997,0.00024156841,0.0000898055,0.00015284056],"category_scores_gemma":[0.000043040316,0.00022249055,0.00037753108,0.00037480766,0.0002476011,0.00010920958,0.00022604501,0.00039425402,0.000007510193],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019312308,0.00015195906,0.00006861031,0.118105,0.00002979899,1.4875711e-7,0.0038098223,6.5074826e-9,7.0233956e-9,0.00013098313,0.0035254508,0.87417626],"study_design_scores_gemma":[0.00012923214,0.00006461343,0.0004700535,0.8683853,0.00010150831,0.00001743,0.00047589635,5.411317e-7,2.3312385e-8,0.0000026159018,0.13017225,0.0001804962],"about_ca_topic_score_codex":0.00052544667,"about_ca_topic_score_gemma":0.00029038414,"teacher_disagreement_score":0.8739958,"about_ca_system_score_codex":0.00034132248,"about_ca_system_score_gemma":0.0002351893,"threshold_uncertainty_score":0.9996428},"labels":[],"label_agreement":null},{"id":"W4200404195","doi":"10.3917/comla1.210.0147","title":"Futurs résilients et adaptés : le rôle des imaginaires communs pour s’adapter aux changements climatiques","year":2021,"lang":"fr","type":"article","venue":"Communication & langages","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Rehabilitation Research Network","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.46095151595368794,"score_gpt":0.4700112586990521,"score_spread":0.009059742745364141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200404195","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23163694,0.12400393,0.0004860462,0.39180693,0.00096758234,0.00069183484,0.00026934955,0.00045171974,0.24968567],"genre_scores_gemma":[0.72220993,0.24683908,0.006992649,0.0023007845,0.00017277748,0.00011730502,0.0011541725,0.000059850976,0.020153465],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99265903,0.0054114126,0.00055761595,0.0003670594,0.0004475571,0.0005573409],"domain_scores_gemma":[0.9956384,0.0007609778,0.0003464232,0.002279478,0.000763309,0.00021141705],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018071949,0.00033906536,0.00038787507,0.00012718508,0.002512048,0.00040614363,0.0016174052,0.0002677103,0.0038294017],"category_scores_gemma":[0.0003870233,0.00039748033,0.00021208504,0.00059963844,0.0013086735,0.0010970404,0.0012456559,0.00079360104,0.0007187697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005410397,0.002943255,0.026056988,0.000413268,0.0002725078,0.000013887255,0.31952336,0.00003348577,0.0030389086,0.20849635,0.1280292,0.31112465],"study_design_scores_gemma":[0.00091548974,0.00005213665,0.04446755,0.00096560636,0.0001083068,0.000014397936,0.19818738,0.0006216682,0.0005166687,0.01569762,0.7378275,0.00062568544],"about_ca_topic_score_codex":0.007330289,"about_ca_topic_score_gemma":0.05821432,"teacher_disagreement_score":0.6097983,"about_ca_system_score_codex":0.00032935382,"about_ca_system_score_gemma":0.00038534016,"threshold_uncertainty_score":0.9998477},"labels":[],"label_agreement":null},{"id":"W4200414436","doi":"10.5194/bg-2021-187-rc2","title":"Comment on bg-2021-187","year":2021,"lang":"en","type":"peer-review","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Max-Planck-Gesellschaft; Deutsche Forschungsgemeinschaft","keywords":"Ice nucleus; Precipitation; Aerosol; Spore; Population; Environmental science; Mineral dust; Atmospheric sciences; Biology; Chemistry; Geography; Botany; Geology; Nucleation; Meteorology","score_opus":0.6569625200133512,"score_gpt":0.5356427003336818,"score_spread":0.12131981967966943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200414436","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.89211e-7,0.00837902,0.0000034532923,0.49934575,0.0012071828,0.00020946866,0.000060333576,0.000035846362,0.49075818],"genre_scores_gemma":[0.000009258316,0.419836,0.00005519702,0.115294844,0.00056977227,0.00004748932,0.0026541948,0.000010892375,0.46152234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981181,0.00060519396,0.00024886418,0.0002461056,0.00056417915,0.00021753229],"domain_scores_gemma":[0.99857175,0.00023566897,0.00012216614,0.000712184,0.00024282008,0.000115436465],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00093239493,0.00015786548,0.00032562116,0.000055762834,0.00042022052,0.00009798505,0.00051286886,0.00023458072,0.16963601],"category_scores_gemma":[0.00026477122,0.00014664372,0.00017823449,0.0002448811,0.00009400826,0.00003509552,0.00015292731,0.00036438275,0.0021365366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.5856707e-7,0.00005758704,0.000001991012,0.00017503214,0.000008292153,8.4487914e-7,0.0011704505,3.264932e-8,2.3335416e-7,0.0050298455,0.95948213,0.034072798],"study_design_scores_gemma":[0.00007188002,0.000013555156,0.000007868634,0.0018614719,0.000029251294,1.7395197e-7,0.0015709207,0.0000010530946,5.3960355e-7,0.00007859686,0.99619144,0.00017326114],"about_ca_topic_score_codex":0.0033452995,"about_ca_topic_score_gemma":0.022540968,"teacher_disagreement_score":0.41145697,"about_ca_system_score_codex":0.0002978192,"about_ca_system_score_gemma":0.00018262563,"threshold_uncertainty_score":0.9986404},"labels":[],"label_agreement":null},{"id":"W4200452764","doi":"10.1002/wcc.751","title":"Emotional pathways to climate change responses","year":2021,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Apathy; Climate change; Action (physics); Psychology; Perception; Denial; Collective action; Social psychology; Cognition; Cognitive psychology; Political science; Psychotherapist; Ecology","score_opus":0.5829206560714946,"score_gpt":0.48797834078014346,"score_spread":0.09494231529135111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200452764","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34441403,0.10729762,0.00013726263,0.23058687,0.01038326,0.012125868,0.0046497774,0.001965877,0.28843942],"genre_scores_gemma":[0.10711249,0.87013346,0.0013209357,0.011381734,0.0044695237,0.0034131089,0.0012284808,0.00012067037,0.000819579],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99519455,0.0016073752,0.00085723796,0.0007430965,0.000532217,0.0010655326],"domain_scores_gemma":[0.9974803,0.00025102764,0.00031797716,0.0010989215,0.00033386797,0.00051790685],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026725722,0.00040821516,0.0007046772,0.00027513973,0.0018556739,0.00024742822,0.0007584869,0.00023419659,0.0068387487],"category_scores_gemma":[0.0003504386,0.00040233912,0.00042591814,0.001027365,0.00022308453,0.00078971195,0.002259185,0.0003370885,0.005132332],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003361153,0.0008308184,0.006967706,0.000996654,0.000032031,0.00013326955,0.38077384,3.2668942e-7,0.0018392492,0.023061479,0.018397084,0.56663144],"study_design_scores_gemma":[0.00046208804,0.00022645325,0.021957608,0.0050114105,0.000069702,0.00005011326,0.029675262,0.000044458968,0.000037438465,0.00095383526,0.9405999,0.0009117227],"about_ca_topic_score_codex":0.0000544171,"about_ca_topic_score_gemma":0.003254301,"teacher_disagreement_score":0.9222028,"about_ca_system_score_codex":0.0003906075,"about_ca_system_score_gemma":0.00005985176,"threshold_uncertainty_score":0.9998428},"labels":[],"label_agreement":null},{"id":"W4200522425","doi":"10.1007/978-3-030-79622-8_23","title":"Conclusion: Another Complicated Conversation","year":2021,"lang":"en","type":"book-chapter","venue":"Palgrave studies in education and the environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Regina","funders":"","keywords":"Conversation; Feeling; Psychology; Aesthetics; Communication; Psychoanalysis; Sociology; Art; Social psychology","score_opus":0.3256312186681938,"score_gpt":0.4204420651609269,"score_spread":0.09481084649273314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200522425","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003864347,0.034215435,0.000019358346,0.028809793,0.0008334545,0.0008227733,0.000009920902,0.000023723089,0.9348791],"genre_scores_gemma":[0.20198646,0.59518397,0.00009182325,0.0024845065,0.00030238624,0.00016136306,0.0001732688,0.000024980118,0.19959125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990329,0.00020619319,0.00023441542,0.00021176021,0.00020778678,0.00010692968],"domain_scores_gemma":[0.9992009,0.00025687416,0.00016560484,0.00030133262,0.00004281357,0.000032506658],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005598212,0.00014143306,0.00023193815,0.00005464835,0.00044437614,0.000027989487,0.00013476632,0.00011622952,0.0022860018],"category_scores_gemma":[0.000050882092,0.00011392525,0.00005483764,0.00002727977,0.0014098947,0.000014421373,0.00017013225,0.00017101923,0.000096794894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018221048,0.00004250004,0.00012613942,0.000031665,0.00007942351,5.181245e-7,0.18249856,0.0000015903868,0.0000061938854,0.7654389,0.0013867721,0.050369497],"study_design_scores_gemma":[0.00050625607,0.00000751828,0.0005594219,0.00015548657,0.00004740388,0.0000011252865,0.07276047,0.000009236982,0.0000011237587,0.051593192,0.8741857,0.00017308247],"about_ca_topic_score_codex":0.00017094649,"about_ca_topic_score_gemma":0.00058609387,"teacher_disagreement_score":0.8727989,"about_ca_system_score_codex":0.00036248023,"about_ca_system_score_gemma":0.000058786452,"threshold_uncertainty_score":0.99862605},"labels":[],"label_agreement":null},{"id":"W4200531792","doi":"10.12789/geocanj.2021.48.178","title":"Earth Science Education #6. Lessons Learned: Organizing a Geoscience Outreach Program at the University of Saskatchewan","year":2021,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Canadian Geological Foundation; University of Wisconsin-Madison","keywords":"Outreach; Curriculum; Medical education; Political science; Library science; Sociology; Pedagogy; Medicine; Computer science","score_opus":0.21024426611399902,"score_gpt":0.392469971139774,"score_spread":0.18222570502577498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200531792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94020677,0.00023266228,0.0001064791,0.0308229,0.0006618624,0.00028633513,0.000030672036,0.000053976903,0.027598372],"genre_scores_gemma":[0.97688824,0.00058437,0.0009950476,0.00049295335,0.00003443447,0.000002224944,0.000012505789,0.000003896892,0.020986352],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981291,0.00017730314,0.00011799476,0.0003491272,0.0008285009,0.00039794223],"domain_scores_gemma":[0.99852514,0.000096038275,0.00012015576,0.00052791234,0.0005310176,0.00019974762],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011505955,0.00007581523,0.00009320352,0.00005389213,0.003618126,0.000115280745,0.0010413174,0.000034981025,0.00059755705],"category_scores_gemma":[0.0004673694,0.00007097698,0.000029836872,0.002333374,0.002509273,0.00032303383,0.0003356264,0.0001213745,0.000014569712],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075578723,0.00026408813,0.013575553,0.000024455363,0.0000039111233,0.000006692339,0.11840553,0.000019902027,0.034815513,0.0069354163,0.0039624847,0.8219789],"study_design_scores_gemma":[0.00007502409,0.00001530154,0.043752737,0.000031760126,0.000008696514,0.0000056743465,0.32286656,0.00013532351,0.0010231514,0.00011414926,0.63181794,0.0001536954],"about_ca_topic_score_codex":0.8784045,"about_ca_topic_score_gemma":0.99630004,"teacher_disagreement_score":0.8218252,"about_ca_system_score_codex":0.0006838933,"about_ca_system_score_gemma":0.024554335,"threshold_uncertainty_score":0.99767905},"labels":[],"label_agreement":null},{"id":"W4200597397","doi":"10.1108/oxan-db265674","title":"Partisanship shapes US attitudes to climate policy","year":2021,"lang":"en","type":"other","venue":"Emerald expert briefings","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polling; Climate change; Work (physics); Psychological resilience; Government (linguistics); Quarter (Canadian coin); Public economics; Public policy; Resilience (materials science); Public opinion; State (computer science); Political science; Business; Public administration; Politics; Economics; Economic growth; Geography; Psychology; Social psychology; Engineering","score_opus":0.35465932568644554,"score_gpt":0.4830832052180221,"score_spread":0.12842387953157658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200597397","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000063118205,0.0034297814,0.000013141406,0.37420282,0.00018272625,0.0003360885,0.00005042691,0.0004392242,0.62128264],"genre_scores_gemma":[0.00027293508,0.07171164,0.001050953,0.36755857,0.0036382645,0.00028704442,0.00035837016,0.0003629239,0.5547593],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981285,0.0002464088,0.00024971805,0.0004175916,0.00038898457,0.0005688509],"domain_scores_gemma":[0.99902374,0.000060361763,0.00012783452,0.00045479042,0.0000644358,0.00026885915],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028195276,0.00025830048,0.0003421104,0.00021036957,0.00047914055,0.00024317899,0.0005493241,0.00033113413,0.06780405],"category_scores_gemma":[0.00022198983,0.0002879876,0.0001456209,0.00045599107,0.00016946299,0.00006690227,0.00023350313,0.00019340498,0.00078287156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040207583,0.00004370591,0.0000711115,0.000034088,0.000018204319,0.0000027884832,0.015177409,2.5655805e-7,0.00019463892,0.003273807,0.97546816,0.0057117967],"study_design_scores_gemma":[0.00008520808,0.000011713614,0.00081716443,0.00035920006,0.0000055324576,9.561322e-7,0.00020774304,0.0000014934625,0.000008146167,0.00004094483,0.9981152,0.00034674502],"about_ca_topic_score_codex":0.48172706,"about_ca_topic_score_gemma":0.1302128,"teacher_disagreement_score":0.35151425,"about_ca_system_score_codex":0.00017655389,"about_ca_system_score_gemma":0.00013893237,"threshold_uncertainty_score":0.9999951},"labels":[],"label_agreement":null},{"id":"W4205414841","doi":"10.1002/wcc.765","title":"Culture and identity in climate policy","year":2022,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"H2020 European Research Council; European Commission","keywords":"Identity (music); Political science; Sociology; Aesthetics; Philosophy","score_opus":0.3736727224674616,"score_gpt":0.5124507684300338,"score_spread":0.1387780459625722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205414841","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4296208,0.16228853,0.000015675269,0.07270897,0.0029355797,0.008529177,0.0014140897,0.00068984635,0.32179734],"genre_scores_gemma":[0.21470067,0.780598,0.00009174366,0.0019243266,0.00063233904,0.0014114527,0.00026298768,0.00003098377,0.00034751755],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970942,0.0011044648,0.0005181069,0.0003804732,0.00031094853,0.0005917855],"domain_scores_gemma":[0.99906254,0.000052623116,0.00024606823,0.0004482343,0.00003600022,0.00015455198],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027545593,0.0002063595,0.00041189874,0.0003023053,0.0019565513,0.00012267254,0.00059619325,0.00008285047,0.0022294691],"category_scores_gemma":[0.00007486709,0.000203614,0.00013980857,0.0010292884,0.00021121433,0.0008124294,0.0032291017,0.00041155785,0.0001855197],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013003258,0.0004938558,0.026912123,0.00071085413,0.000010846135,0.00002883099,0.7062652,0.0000011981757,0.00023618284,0.05227138,0.0049147774,0.20802474],"study_design_scores_gemma":[0.000547477,0.00016954516,0.01474896,0.0006952596,0.000025698853,0.000026648293,0.08858841,0.00009275189,7.172171e-7,0.003625999,0.8909777,0.0005008317],"about_ca_topic_score_codex":0.0004999357,"about_ca_topic_score_gemma":0.01249223,"teacher_disagreement_score":0.8860629,"about_ca_system_score_codex":0.0005155622,"about_ca_system_score_gemma":0.000023895524,"threshold_uncertainty_score":0.99934274},"labels":[],"label_agreement":null},{"id":"W4205415297","doi":"10.3410/f.1065919.518869","title":"Faculty Opinions recommendation of The anthropogenic greenhouse era began thousands of years ago.","year":2007,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Greenhouse; Geography; Biology; Horticulture","score_opus":0.19554775487764997,"score_gpt":0.4695589657686147,"score_spread":0.27401121089096475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205415297","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008041388,0.0008336173,0.0000095606765,0.16413218,0.0010225923,0.0011188197,0.8325566,0.000032646745,0.00028596225],"genre_scores_gemma":[0.00008421885,0.005528439,0.00022957468,0.002709185,0.00034608232,0.00007013198,0.99010074,0.000023767794,0.00090784754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468744,0.00119253,0.0015291687,0.0004308957,0.0018051551,0.0003548107],"domain_scores_gemma":[0.9912781,0.00026504844,0.0020273102,0.0019198309,0.0042847367,0.00022495206],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032552974,0.00034915094,0.0007268669,0.00032620272,0.00058620714,0.00009825747,0.0027701866,0.0007898345,0.0015265464],"category_scores_gemma":[0.0054005883,0.00022544683,0.0007632816,0.0029365793,0.0013567221,0.00029069232,0.0006377971,0.0010563142,0.00003575307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009166393,0.00029581724,0.000031165662,0.0014915146,0.000060722115,4.9380702e-8,0.0017650168,5.2157176e-8,0.0000025995616,0.00041908733,0.98936033,0.0065645],"study_design_scores_gemma":[0.0003488093,0.000051823168,0.0077292216,0.0047288113,0.00013517139,0.000004779916,0.0004536254,0.0000018607428,0.00000757312,0.000028509752,0.9862904,0.00021943467],"about_ca_topic_score_codex":0.00085721613,"about_ca_topic_score_gemma":0.00062395603,"teacher_disagreement_score":0.161423,"about_ca_system_score_codex":0.00018526679,"about_ca_system_score_gemma":0.0006587655,"threshold_uncertainty_score":0.9993862},"labels":[],"label_agreement":null},{"id":"W4205853824","doi":"10.1007/978-981-16-4290-6_2","title":"Decentring Representation: Media Frames and Communicating Health","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Narrative; Public relations; Public health; Health promotion; Worry; Storytelling; Framing (construction); Political science; Media studies; Sociology; Psychology; Medicine; History; Art; Literature; Anxiety; Psychiatry","score_opus":0.6034565752099006,"score_gpt":0.4940226529400353,"score_spread":0.10943392226986531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205853824","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044984932,0.004831548,0.000010486249,0.020314127,0.00015561705,0.0002473942,0.000019315836,0.00012584981,0.9742507],"genre_scores_gemma":[0.0059190034,0.6618098,0.0021365401,0.0032825016,0.00035709023,0.000034241548,0.00073131797,0.000052504667,0.325677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882346,0.00022037078,0.00027230513,0.00018914965,0.0003334207,0.00016126237],"domain_scores_gemma":[0.9984376,0.00061243505,0.00024087352,0.0005295947,0.000052265597,0.0001272634],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007951486,0.00010988251,0.00020498007,0.000068158246,0.0014676602,0.00008781659,0.0003749189,0.000113060094,0.025989147],"category_scores_gemma":[0.00012203842,0.0001250885,0.000051546012,0.000044642693,0.0002289112,0.000101831625,0.00043709035,0.00040620493,0.000039342907],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032218186,0.000007983186,0.0002111124,0.000016625883,0.000011309521,4.8632666e-7,0.07036852,4.1159728e-7,5.6578506e-7,0.7572092,0.0042928685,0.16787775],"study_design_scores_gemma":[0.0000789519,0.000008341433,0.00014197335,0.00005147772,0.0000062687277,0.0000010310766,0.013842385,0.000011052891,9.850491e-8,0.008631864,0.97709996,0.00012659942],"about_ca_topic_score_codex":0.0034494798,"about_ca_topic_score_gemma":0.01751159,"teacher_disagreement_score":0.9728071,"about_ca_system_score_codex":0.0002346004,"about_ca_system_score_gemma":0.00011220819,"threshold_uncertainty_score":0.9998323},"labels":[],"label_agreement":null},{"id":"W4206739611","doi":"10.22215/etd/2021-14701","title":"Analyzing the Discourses of Science Statistics in the Public Sphere: A Qualitative Study of Quantitative Data","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Statistics; Public sphere; Set (abstract data type); Function (biology); Data science; Data set; Data collection; Sociology; Social science; Mathematics; Computer science; Political science","score_opus":0.6861957183958766,"score_gpt":0.6166288446936077,"score_spread":0.06956687370226888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206739611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617064,0.0008814866,0.00025953917,0.0024424316,0.0003357162,0.0010682234,0.00047452172,0.000010608151,0.03282109],"genre_scores_gemma":[0.9957014,0.0016752826,0.0005575252,0.000018109646,0.00001718886,0.000026844928,0.0012145693,0.00000657931,0.0007825544],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99580646,0.0024393415,0.00047348673,0.0002630199,0.0008459022,0.00017177733],"domain_scores_gemma":[0.9954011,0.002260482,0.000535263,0.0010031689,0.0007740346,0.000025967245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066476287,0.00010550527,0.0002536398,0.00015422385,0.0006057339,0.00016072049,0.0024155062,0.000052510408,0.0005343729],"category_scores_gemma":[0.0031626176,0.00006381522,0.00002803948,0.002020339,0.001256487,0.00036797504,0.00016289255,0.00022952294,0.0000022776503],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010287952,0.00035740374,0.00037443635,0.00002708141,0.00001950803,3.0526272e-7,0.9105335,6.529229e-7,0.000047373596,0.0856044,0.00034128918,0.0026837569],"study_design_scores_gemma":[0.00009981135,0.00006031806,0.006100765,0.000060942035,0.000040592815,4.6996323e-8,0.99220705,0.00009193335,0.0000034875297,0.00085884193,0.00040187503,0.00007435014],"about_ca_topic_score_codex":0.01739439,"about_ca_topic_score_gemma":0.717034,"teacher_disagreement_score":0.6996396,"about_ca_system_score_codex":0.00005534258,"about_ca_system_score_gemma":0.00083418004,"threshold_uncertainty_score":0.98914886},"labels":[],"label_agreement":null},{"id":"W4206893577","doi":"","title":"Influence of speaker involvement and own personal actions in assimilation and appropriation of climate information by the audience","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Appropriation; Assimilation (phonology); Computer science; Linguistics","score_opus":0.08968435492112682,"score_gpt":0.32600853787207423,"score_spread":0.23632418295094743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206893577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762572,0.00027180236,0.0024817458,0.006913875,0.000050575258,0.0005279405,0.00009499036,0.00002951959,0.013372349],"genre_scores_gemma":[0.9843006,0.013690573,0.0014966495,0.00006257784,0.000009850653,0.000048570542,0.00027789932,0.000006745934,0.00010654332],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964541,0.0022638843,0.00051167444,0.00022351627,0.0003789341,0.00016785922],"domain_scores_gemma":[0.9966818,0.0006863028,0.0007618838,0.00053124764,0.0012775343,0.00006124698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005788911,0.00013384414,0.00018977548,0.00016014844,0.00043221543,0.00013831549,0.00038657937,0.00018412908,0.000057131165],"category_scores_gemma":[0.0010860256,0.00012551354,0.00004333191,0.00031506136,0.0007857,0.0004447415,0.00054242974,0.00026569294,0.000002845692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047567235,0.0004013008,0.08470904,0.00055237,0.00004179992,7.7532206e-8,0.7580627,0.00021785391,0.0033129833,0.037114363,0.0003821073,0.11515779],"study_design_scores_gemma":[0.0012768771,0.000004436157,0.8840239,0.003711088,0.00010106784,0.0000024817534,0.030498892,0.045875195,0.004480957,0.0052388916,0.024072804,0.0007133926],"about_ca_topic_score_codex":0.005130945,"about_ca_topic_score_gemma":0.013126377,"teacher_disagreement_score":0.79931486,"about_ca_system_score_codex":0.00011442566,"about_ca_system_score_gemma":0.00013352364,"threshold_uncertainty_score":0.7756488},"labels":[],"label_agreement":null},{"id":"W4206919702","doi":"10.1016/j.enpol.2022.112777","title":"Great expectations: Public opinion about energy transition","year":2022,"lang":"en","type":"article","venue":"Energy Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; University of Alberta; University of Calgary","funders":"Canada First Research Excellence Fund","keywords":"Public opinion; Energy transition; Climate change; Energy policy; Context (archaeology); Fossil fuel; Political science; Population; Politics; Economics; Natural resource economics; Business; Political economy; Economic growth; Sociology; Geography; Engineering; Renewable energy; Law","score_opus":0.32648372790120783,"score_gpt":0.43377407174051696,"score_spread":0.10729034383930913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206919702","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013483386,0.0031150645,0.0035836247,0.27113742,0.0015391799,0.00020407542,0.00016216343,0.00086258736,0.70591253],"genre_scores_gemma":[0.9827935,0.0064927316,0.000056272787,0.004985444,0.001024864,0.0002732081,0.0005917438,0.000016317925,0.0037658948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851686,0.0006095232,0.00015770421,0.00015509024,0.00031326138,0.00024756943],"domain_scores_gemma":[0.9994511,0.0000631963,0.00006860082,0.00024899835,0.000057828325,0.000110276065],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002104816,0.00007950202,0.00008387422,0.0002976324,0.0017591997,0.00008295534,0.00029985388,0.00005020698,0.0042478293],"category_scores_gemma":[0.000053454733,0.000095576754,0.00007393741,0.0007394501,0.00010459176,0.00022968014,0.00006984425,0.00007804259,0.00002015802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000075142075,0.00007186689,0.000018110773,0.000001679253,0.0000069206544,3.8657942e-7,0.041111484,0.0000724649,0.00012686197,0.8867462,0.008732602,0.06310389],"study_design_scores_gemma":[0.00016597002,0.000024517,0.0001757166,0.000003106044,0.0000021751273,0.0000019353101,0.014885244,0.00020063415,0.000012958072,0.0047884253,0.97962683,0.000112466514],"about_ca_topic_score_codex":0.03741531,"about_ca_topic_score_gemma":0.009811492,"teacher_disagreement_score":0.9708943,"about_ca_system_score_codex":0.00041199228,"about_ca_system_score_gemma":0.0001985861,"threshold_uncertainty_score":0.9995404},"labels":[],"label_agreement":null},{"id":"W4210481561","doi":"10.4000/ere.8307","title":"Les sciences cognitives face aux changements climatiques : apports et limites pour l’éducation relative à l’environnement","year":2022,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.5655547860372273,"score_gpt":0.48158429136233427,"score_spread":0.08397049467489304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210481561","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20919776,0.011140381,0.006978898,0.43386608,0.0033419086,0.003628605,0.00053626514,0.00021842704,0.33109167],"genre_scores_gemma":[0.88754976,0.022053258,0.0021767723,0.0025434338,0.0003269891,0.0016620095,0.0013721766,0.00006892441,0.0822467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908416,0.0047478913,0.0010276058,0.0010833613,0.0014790671,0.0008204703],"domain_scores_gemma":[0.9966418,0.0010416581,0.0012914487,0.0005457248,0.00021161066,0.00026775678],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004484895,0.00058225146,0.00044801497,0.0004596638,0.00604609,0.00026084244,0.0007382311,0.00022434337,0.028536396],"category_scores_gemma":[0.00041292846,0.0006808593,0.00025320766,0.0010539399,0.0017819869,0.0021240057,0.0007959329,0.0008690608,0.0007245647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023349203,0.0031911356,0.0068086884,0.00009335175,0.00024274229,0.000002196054,0.2578845,0.00042222923,0.00022069144,0.67715836,0.0065125776,0.04744021],"study_design_scores_gemma":[0.00073546555,0.00058917014,0.033842005,0.00022423085,0.00024526575,0.0000041573353,0.2823197,0.0011177387,0.00005753894,0.01020536,0.6698686,0.00079081306],"about_ca_topic_score_codex":0.0023906587,"about_ca_topic_score_gemma":0.001704895,"teacher_disagreement_score":0.678352,"about_ca_system_score_codex":0.0042667924,"about_ca_system_score_gemma":0.000725976,"threshold_uncertainty_score":0.99956423},"labels":[],"label_agreement":null},{"id":"W4210598865","doi":"10.1007/s11109-022-09770-w","title":"Rural Identity as a Contributing Factor to Anti-Intellectualism in the U.S.","year":2022,"lang":"en","type":"article","venue":"Political Behavior","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":120,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of Minnesota","keywords":"Intellectualism; Identity (music); Misinformation; Politics; Identification (biology); Social identity theory; Political efficacy; Sociology; Rural area; Political science; Social psychology; Psychology; Social science; Social group; Law; Aesthetics","score_opus":0.41028168461360115,"score_gpt":0.5110524132019637,"score_spread":0.10077072858836256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210598865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734866,0.00001697899,0.000012238791,0.016322559,0.00016334266,0.000352091,0.00007177398,0.000036254172,0.009538185],"genre_scores_gemma":[0.9960631,0.000015445625,0.0000076183137,0.0034354925,0.00008568134,0.00017223656,0.000023803643,0.0000047424323,0.00019184219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982522,0.0006458001,0.00015250099,0.00009526069,0.00039836124,0.0004558695],"domain_scores_gemma":[0.9993032,0.0003232924,0.000020028061,0.00018854035,0.000040431856,0.00012448446],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083294814,0.000055463894,0.00008892318,0.00006204689,0.0008919523,0.000111122994,0.00048287143,0.000031317533,0.007390767],"category_scores_gemma":[0.0006721601,0.000049374074,0.00005101032,0.00032524133,0.00010213733,0.000097488875,0.00021706952,0.00023761654,0.00021564413],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001232344,0.00038944356,0.13827224,0.0000026768637,0.0000019582526,0.000011877436,0.12646854,3.0034482e-7,0.0008494488,0.7297338,0.00039094483,0.0038664155],"study_design_scores_gemma":[0.000306205,0.000079503734,0.71273303,0.000008488192,0.00002062113,0.000009973101,0.21412897,0.000007215706,0.000046232297,0.0034642315,0.06898205,0.00021350969],"about_ca_topic_score_codex":0.014398928,"about_ca_topic_score_gemma":0.003560755,"teacher_disagreement_score":0.7262696,"about_ca_system_score_codex":0.00031160712,"about_ca_system_score_gemma":0.000052976346,"threshold_uncertainty_score":0.9935166},"labels":[],"label_agreement":null},{"id":"W4210616978","doi":"10.1038/s41586-021-03749-z","title":"Reply to: Shifting baselines and biodiversity success stories","year":2022,"lang":"en","type":"letter","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; McGill University","funders":"","keywords":"Biodiversity; Geography; Biology; Ecology","score_opus":0.2075392777657753,"score_gpt":0.41023591002368665,"score_spread":0.20269663225791135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210616978","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047405045,0.00090708013,6.581941e-7,0.98432887,0.0010882189,0.00017213877,0.00028287937,0.000095405776,0.008384277],"genre_scores_gemma":[0.0014765245,0.002239789,0.000102978134,0.9890987,0.0023876703,0.000011180336,0.00081766676,0.0000082038905,0.0038572873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987967,0.00030888873,0.00009024162,0.00024065682,0.00038777894,0.00017575281],"domain_scores_gemma":[0.9992627,0.00022171237,0.000081064994,0.0002709031,0.000115639166,0.000047973484],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005356819,0.00010495853,0.00013341458,0.0001036294,0.0012500181,0.0001328811,0.00044145278,0.0012702388,0.0028812813],"category_scores_gemma":[0.0004027767,0.000111199544,0.00004375305,0.00027804112,0.00009585197,0.000099921395,0.00029012043,0.0034625295,0.000021050466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005131696,0.0000030769886,0.001977784,0.00002300113,0.0000041850003,0.0000066939,0.015530671,9.0858926e-8,0.0000010055313,0.000034941797,0.9809788,0.0014346362],"study_design_scores_gemma":[0.00003850124,0.000009711579,0.000723011,0.000015385705,0.000012572508,5.089814e-7,0.004430064,5.193599e-7,4.1372118e-7,0.000033332377,0.99460036,0.00013561912],"about_ca_topic_score_codex":0.0036490017,"about_ca_topic_score_gemma":0.0035680705,"teacher_disagreement_score":0.013621579,"about_ca_system_score_codex":0.00015177378,"about_ca_system_score_gemma":0.000050333423,"threshold_uncertainty_score":0.9988365},"labels":[],"label_agreement":null},{"id":"W4210681748","doi":"10.2196/34275","title":"Creating Effective, Evidence-Based Video Communication of Public Health Science (COVCOM Study): Protocol for a Sequential Mixed Methods Effect Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd; Trond Mohn stiftelse","keywords":"Protocol (science); Observational study; Population; Public health; Toolbox; Health communication; Psychology; Public relations; Medical education; Management science; Computer science; Medicine; Nursing; Alternative medicine; Political science; Engineering","score_opus":0.9204906853938453,"score_gpt":0.7683329489703259,"score_spread":0.15215773642351937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210681748","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010499567,0.0000036652643,0.00040453934,0.0016980956,0.000012903397,0.9866238,0.000010240851,0.00011894205,0.0006282442],"genre_scores_gemma":[0.09476564,7.2644633e-7,0.0023839315,0.0000349683,0.000051058258,0.90264815,0.000008025328,0.000027052853,0.00008045534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.93665045,0.057673916,0.0008410497,0.0007198703,0.0030576847,0.0010570415],"domain_scores_gemma":[0.9892533,0.006703882,0.0005762515,0.0016223299,0.001527634,0.0003166136],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.14771126,0.00019365679,0.0004605171,0.0008467396,0.008767093,0.000595152,0.0028816166,0.000057889396,0.0005362885],"category_scores_gemma":[0.0063956757,0.00018325011,0.00013706536,0.0036599603,0.0013044127,0.0008062654,0.0017047294,0.0008420616,0.000005530086],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045895167,0.022902079,0.13277149,0.0023885444,0.00007399588,0.0000017235761,0.22948064,0.0000655058,0.009883611,0.002011467,0.0016069292,0.5942245],"study_design_scores_gemma":[0.037781626,0.098361365,0.1856718,0.004616204,0.000019785284,0.0000020576583,0.2999923,0.003576631,0.0037336263,0.0010757141,0.36398047,0.0011883997],"about_ca_topic_score_codex":0.0033302878,"about_ca_topic_score_gemma":0.0021568013,"teacher_disagreement_score":0.5930361,"about_ca_system_score_codex":0.0020696337,"about_ca_system_score_gemma":0.0027991799,"threshold_uncertainty_score":0.9925234},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4211008275","doi":"10.3389/fcomm.2022.762101","title":"Topical Analysis of Nuclear Experts' Perceptions of Publics, Nuclear Energy, and Sustainable Futures","year":2022,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Nevada, Las Vegas","keywords":"Nuclear power; Public engagement; Public relations; Political science; Science communication; Government (linguistics); Scholarship; Futures contract; Deliberation; Business; Science education; Politics; Law","score_opus":0.08640431931775737,"score_gpt":0.35573797688827496,"score_spread":0.2693336575705176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211008275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94422495,0.0024220452,0.0003948153,0.011380955,0.00015794835,0.0002669557,0.000033789303,0.00006268135,0.041055836],"genre_scores_gemma":[0.9864725,0.010267566,0.0026299683,0.00016374173,0.00001089103,0.000021056323,0.00009936978,0.0000074948125,0.0003273967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984753,0.00080977695,0.00025556434,0.00010743793,0.00020951068,0.0001423687],"domain_scores_gemma":[0.9990373,0.000075786666,0.0001472721,0.0005934531,0.00010593148,0.000040243074],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000788477,0.000054227155,0.00019749491,0.0003769858,0.00082508626,0.00002861688,0.00057121104,0.000060884584,0.0012168516],"category_scores_gemma":[0.000086539825,0.00006557301,0.00007475107,0.0009757534,0.00034084308,0.00017358111,0.00045409595,0.000112752554,1.6189323e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009204475,0.00054795056,0.10542913,0.000029871188,0.00018487268,3.5930321e-7,0.33629918,0.0001866211,0.00031396598,0.49101245,0.028944429,0.03695912],"study_design_scores_gemma":[0.00017392136,0.00003271888,0.045717485,0.0000052413584,0.00007052128,1.6216228e-7,0.65993005,0.0035272422,8.118883e-7,0.0016785946,0.28877443,0.00008885082],"about_ca_topic_score_codex":0.0068435296,"about_ca_topic_score_gemma":0.00345054,"teacher_disagreement_score":0.48933387,"about_ca_system_score_codex":0.00020598303,"about_ca_system_score_gemma":0.00003104389,"threshold_uncertainty_score":0.99977},"labels":[],"label_agreement":null},{"id":"W4211125431","doi":"10.11647/obp.0213","title":"Right Research","year":2021,"lang":"en","type":"book","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Conversation; Sustainability; Politics; Public relations; Accountability; Sociology; Political science; Engineering ethics; Environmental ethics; Engineering; Law; Ecology","score_opus":0.7972658521245207,"score_gpt":0.5813829935051098,"score_spread":0.21588285861941092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211125431","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014808234,0.0017830414,8.230149e-7,0.021254893,0.00062893494,0.00081553037,0.000021770775,0.00006135722,0.97543216],"genre_scores_gemma":[0.0000086363925,0.0077467253,0.00011251538,0.0016740923,0.0007449945,0.0001110103,0.0011063219,0.000044791883,0.9884509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964875,0.0011651882,0.0002747323,0.00047986608,0.0010844214,0.00050832354],"domain_scores_gemma":[0.997228,0.00040958863,0.00013289541,0.0011292581,0.0008185403,0.00028169245],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0048283637,0.00016614988,0.0003042309,0.00024052314,0.0016383172,0.008137459,0.003410894,0.0005979175,0.1595075],"category_scores_gemma":[0.00052242365,0.00017896606,0.00011886554,0.0003573295,0.000713945,0.002283417,0.0014509773,0.0010971007,0.001861722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004181912,0.000024246456,0.0000047171425,0.000011653579,0.000015524321,0.0000070336273,0.004926486,3.9475385e-8,0.0000012149842,0.060137704,0.9266511,0.008216083],"study_design_scores_gemma":[0.0001317941,0.00001170593,0.000009512223,0.00016208869,0.0000090316325,5.316246e-7,0.0056367577,8.0093696e-7,5.7834666e-7,0.006688249,0.9871321,0.00021687376],"about_ca_topic_score_codex":0.0039091827,"about_ca_topic_score_gemma":0.026413754,"teacher_disagreement_score":0.15764578,"about_ca_system_score_codex":0.0014109521,"about_ca_system_score_gemma":0.0041248775,"threshold_uncertainty_score":0.9996614},"labels":[],"label_agreement":null},{"id":"W4211180002","doi":"10.1017/9781108783453.002","title":"The Art of Deluding Ourselves and Others","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Delusion; Misinformation; Politics; Power (physics); Tobacco use; Dependency (UML); Psychology; Political science; Social psychology; Psychiatry; Medicine; Law; Environmental health; Engineering","score_opus":0.28517831415043277,"score_gpt":0.32954057843911083,"score_spread":0.044362264288678066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211180002","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001114608,0.00024172466,0.000023468143,0.0007246624,0.000077788456,0.00017623282,0.000049878217,0.000039849503,0.99855494],"genre_scores_gemma":[0.003015386,0.008325005,0.000022484237,0.00006412702,0.00006985112,2.530389e-7,0.000012003767,0.000011659568,0.98847926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994465,0.00007283216,0.000088569155,0.00013665718,0.00015481288,0.000100629026],"domain_scores_gemma":[0.99931985,0.00015067858,0.00015075719,0.00021525368,0.00007946327,0.00008401151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017287096,0.00009673113,0.00013749787,0.000036296966,0.0005731614,0.00003862174,0.00033268085,0.00013304007,0.000009733167],"category_scores_gemma":[0.000021526093,0.00009593161,0.000072617804,0.0000061072324,0.0006589337,0.000040768333,0.00016959403,0.00017056601,0.000007262755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021511858,0.0000013425648,0.0000045818097,0.000015867032,0.000027648244,0.0000020147354,0.0022806886,8.50851e-8,0.000025199226,0.9756742,0.017500049,0.004446785],"study_design_scores_gemma":[0.00009592659,0.000010651936,0.000016805461,0.00005663608,0.000046353318,3.296844e-7,0.0030807576,0.000010597253,0.0000073336573,0.000025979884,0.9965509,0.000097681776],"about_ca_topic_score_codex":0.00026291853,"about_ca_topic_score_gemma":0.00017996301,"teacher_disagreement_score":0.9790509,"about_ca_system_score_codex":0.000067179695,"about_ca_system_score_gemma":0.000050674447,"threshold_uncertainty_score":0.44083524},"labels":[],"label_agreement":null},{"id":"W4212793595","doi":"10.32920/19157966","title":"Climate Change vs COVID-19 - A Comparative Analysis of Global Crises in Canadian Newspaper Coverage","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Professional Engineers Ontario","funders":"","keywords":"Framing (construction); Newspaper; Parallels; Coronavirus disease 2019 (COVID-19); Climate change; Political science; Media coverage; Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); News media; Geography; Sociology; Media studies; Economics; Medicine; Law; Virology","score_opus":0.603174638177307,"score_gpt":0.533008995051614,"score_spread":0.07016564312569296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212793595","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35926673,0.0006407782,0.000027518441,0.022433568,0.00047894154,0.0014461181,0.0058081755,0.00010768098,0.6097905],"genre_scores_gemma":[0.9814655,0.012295632,0.000053208187,0.0042993594,0.000053196833,0.00023243761,0.0014062918,0.0000052655982,0.00018909275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974209,0.00097610423,0.00040215868,0.00036319316,0.00039424768,0.00044338798],"domain_scores_gemma":[0.9984111,0.00018643457,0.00025090715,0.00056554703,0.00009337981,0.0004926055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011616696,0.00018079825,0.00060808065,0.0005231335,0.00049314986,0.000092448616,0.0007384826,0.00021753999,0.03622088],"category_scores_gemma":[0.00015072446,0.00020278305,0.00024769164,0.0018008945,0.00020463581,0.00010302465,0.00060316443,0.00031307395,0.000021884693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007238645,0.0001582308,0.73107773,0.00009384165,0.0002520174,0.000007880303,0.21978433,0.002136812,0.000001217063,0.04289769,0.0021861095,0.0013317401],"study_design_scores_gemma":[0.0003460487,0.0000320597,0.58817905,0.000036594993,0.00045829557,2.0280507e-7,0.07891732,0.001913107,1.6294912e-7,0.0011309827,0.3284902,0.000495959],"about_ca_topic_score_codex":0.985459,"about_ca_topic_score_gemma":0.99939394,"teacher_disagreement_score":0.62219876,"about_ca_system_score_codex":0.0036019282,"about_ca_system_score_gemma":0.0011791048,"threshold_uncertainty_score":0.96466017},"labels":[],"label_agreement":null},{"id":"W4212818688","doi":"10.31234/osf.io/qk9ct","title":"A framework to address cognitive biases of climate change","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canada Research Chairs","keywords":"Debiasing; Climate change; Cognition; Cognitive bias; Psychology; Cognitive psychology; Computer science; Environmental resource management; Social psychology; Environmental science; Geology","score_opus":0.7251363620806829,"score_gpt":0.5393454981338556,"score_spread":0.1857908639468273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212818688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5481697,0.001572088,0.0007837291,0.013015856,0.0016517916,0.002343991,0.0008599689,0.0003066892,0.43129623],"genre_scores_gemma":[0.9372987,0.057574105,0.0017428922,0.0019527738,0.00045846385,0.00034419692,0.00041446617,0.000017772438,0.00019662072],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99850446,0.00040557582,0.0002487645,0.00028043505,0.00031425885,0.00024651285],"domain_scores_gemma":[0.9979706,0.0008649926,0.00016053555,0.000425404,0.00043859478,0.00013990166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051782985,0.00013608909,0.00029081776,0.00012800701,0.00021609955,0.0001210404,0.00039972266,0.00036024372,0.008682491],"category_scores_gemma":[0.0017710895,0.00014446041,0.00013467981,0.00030199083,0.00014483179,0.00007535747,0.0010742857,0.00032584445,0.0000882628],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008604512,0.00049113756,0.0060758786,0.0003826619,0.000077106175,0.0000060208936,0.7425114,0.000006562915,0.00006432288,0.020167613,0.0005863729,0.22954486],"study_design_scores_gemma":[0.00055373803,0.0001686699,0.06613902,0.031201243,0.0002960734,0.0000012910469,0.86635613,0.00013375044,0.00042474386,0.0042027463,0.02874077,0.0017817994],"about_ca_topic_score_codex":0.006577619,"about_ca_topic_score_gemma":0.021989798,"teacher_disagreement_score":0.43109962,"about_ca_system_score_codex":0.000066981986,"about_ca_system_score_gemma":0.00010014259,"threshold_uncertainty_score":0.99585634},"labels":[],"label_agreement":null},{"id":"W4212872363","doi":"10.1007/s10670-021-00485-8","title":"It Takes a Village to Trust Science: Towards a (Thoroughly) Social Approach to Public Trust in Science","year":2022,"lang":"en","type":"article","venue":"Erkenntnis","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Distrust; Public trust; Sociology; Ontology; Face (sociological concept); Trustworthiness; Public relations; Epistemology; Political science; Social psychology; Social science; Psychology; Law","score_opus":0.3782005228895008,"score_gpt":0.445356912071741,"score_spread":0.0671563891822402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212872363","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3919269,0.00002687396,0.00020883784,0.040626246,0.00049209414,0.00078985555,0.00004546191,0.00012888621,0.56575483],"genre_scores_gemma":[0.9926197,0.000032360414,0.0012369618,0.0038777047,0.00021821861,0.00038286956,0.000011442884,0.0000147756755,0.0016059849],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961031,0.00033145514,0.0002973783,0.00062031386,0.0017688925,0.0008788288],"domain_scores_gemma":[0.99872845,0.000050461123,0.00007998047,0.0004771798,0.0002471431,0.00041680573],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006700659,0.00014667558,0.00020523528,0.0009924466,0.005782818,0.0006817101,0.002472793,0.000056262354,0.0023777077],"category_scores_gemma":[0.0010097953,0.00016360776,0.00006895359,0.008853717,0.0012779395,0.0006637071,0.0008754586,0.00028613504,0.00013267176],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054993325,0.000582119,0.0022786788,0.000013099002,0.0000037461668,0.0000025595302,0.8485807,0.00020181731,0.00483891,0.03457675,0.006841126,0.10202546],"study_design_scores_gemma":[0.00026806985,0.000083352505,0.021860749,0.000006343594,0.0000039826236,0.0000019245676,0.22356096,0.001043708,0.00003090705,0.00019405739,0.7525903,0.00035564837],"about_ca_topic_score_codex":0.0019524813,"about_ca_topic_score_gemma":0.0025797093,"teacher_disagreement_score":0.7457492,"about_ca_system_score_codex":0.0017151342,"about_ca_system_score_gemma":0.0012832755,"threshold_uncertainty_score":0.99853426},"labels":[],"label_agreement":null},{"id":"W4213081483","doi":"10.32920/19157966.v1","title":"Climate Change vs COVID-19 - A Comparative Analysis of Global Crises in Canadian Newspaper Coverage","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Professional Engineers Ontario","funders":"","keywords":"Framing (construction); Newspaper; Parallels; Climate change; Coronavirus disease 2019 (COVID-19); Political science; Media coverage; Pandemic; Development economics; Geography; Sociology; Media studies; Economics; Medicine; Law","score_opus":0.603174638177307,"score_gpt":0.533008995051614,"score_spread":0.07016564312569296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213081483","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35926673,0.0006407782,0.000027518441,0.022433568,0.00047894154,0.0014461181,0.0058081755,0.00010768098,0.6097905],"genre_scores_gemma":[0.9814655,0.012295632,0.000053208187,0.0042993594,0.000053196833,0.00023243761,0.0014062918,0.0000052655982,0.00018909275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974209,0.00097610423,0.00040215868,0.00036319316,0.00039424768,0.00044338798],"domain_scores_gemma":[0.9984111,0.00018643457,0.00025090715,0.00056554703,0.00009337981,0.0004926055],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011616696,0.00018079825,0.00060808065,0.0005231335,0.00049314986,0.000092448616,0.0007384826,0.00021753999,0.03622088],"category_scores_gemma":[0.00015072446,0.00020278305,0.00024769164,0.0018008945,0.00020463581,0.00010302465,0.00060316443,0.00031307395,0.000021884693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007238645,0.0001582308,0.73107773,0.00009384165,0.0002520174,0.000007880303,0.21978433,0.002136812,0.000001217063,0.04289769,0.0021861095,0.0013317401],"study_design_scores_gemma":[0.0003460487,0.0000320597,0.58817905,0.000036594993,0.00045829557,2.0280507e-7,0.07891732,0.001913107,1.6294912e-7,0.0011309827,0.3284902,0.000495959],"about_ca_topic_score_codex":0.985459,"about_ca_topic_score_gemma":0.99939394,"teacher_disagreement_score":0.62219876,"about_ca_system_score_codex":0.0036019282,"about_ca_system_score_gemma":0.0011791048,"threshold_uncertainty_score":0.96466017},"labels":[],"label_agreement":null},{"id":"W4213107845","doi":"10.32920/19158038","title":"Biden Cancels Keystone XL: How Alberta’s Local Media Is Framing the News","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Political science; News media; Rhetoric; Narrative; Public opinion; Mass media; Climate change; Public relations; Environmental ethics; Geography; Politics; Law; Ecology","score_opus":0.446957804538085,"score_gpt":0.4539456357892459,"score_spread":0.006987831251160925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213107845","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026547747,0.001627449,0.0012220426,0.39425457,0.0037681719,0.00115802,0.00010661338,0.0002534467,0.57106197],"genre_scores_gemma":[0.8614856,0.040913183,0.00032049508,0.009616699,0.0015153642,0.00043232716,0.00040896822,0.000050280665,0.0852571],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978844,0.0006379774,0.00021406157,0.00034697857,0.000614768,0.00030183388],"domain_scores_gemma":[0.997943,0.00070313906,0.00019159577,0.0009532773,0.000091818445,0.00011717891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000863676,0.00017906853,0.00023220808,0.00007553558,0.00109703,0.0002951352,0.0014119721,0.00027059775,0.04575406],"category_scores_gemma":[0.00025457077,0.00014186892,0.0001619102,0.0002367118,0.00042530854,0.00009097482,0.0014023653,0.00083121046,0.00016808999],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013458943,0.00006697159,0.0019281373,0.000053566146,0.00005779501,0.0000017625141,0.70375234,0.0000915822,0.000038612725,0.009203303,0.15087116,0.1339213],"study_design_scores_gemma":[0.00007551257,0.000005295077,0.0015220576,0.000028760931,0.00002370405,3.3487237e-7,0.16067685,0.00032759554,0.0000051317998,0.0015167656,0.8355998,0.00021818324],"about_ca_topic_score_codex":0.3713664,"about_ca_topic_score_gemma":0.6793646,"teacher_disagreement_score":0.8349378,"about_ca_system_score_codex":0.00051216484,"about_ca_system_score_gemma":0.0003437136,"threshold_uncertainty_score":0.95511824},"labels":[],"label_agreement":null},{"id":"W4213109430","doi":"10.32920/19158038.v1","title":"Biden Cancels Keystone XL: How Alberta’s Local Media Is Framing the News","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Rhetoric; Political science; News media; Narrative; Public opinion; Mass media; Climate change; Public relations; Environmental ethics; Geography; Politics; Law","score_opus":0.446957804538085,"score_gpt":0.4539456357892459,"score_spread":0.006987831251160925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213109430","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026547747,0.001627449,0.0012220426,0.39425457,0.0037681719,0.00115802,0.00010661338,0.0002534467,0.57106197],"genre_scores_gemma":[0.8614856,0.040913183,0.00032049508,0.009616699,0.0015153642,0.00043232716,0.00040896822,0.000050280665,0.0852571],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978844,0.0006379774,0.00021406157,0.00034697857,0.000614768,0.00030183388],"domain_scores_gemma":[0.997943,0.00070313906,0.00019159577,0.0009532773,0.000091818445,0.00011717891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000863676,0.00017906853,0.00023220808,0.00007553558,0.00109703,0.0002951352,0.0014119721,0.00027059775,0.04575406],"category_scores_gemma":[0.00025457077,0.00014186892,0.0001619102,0.0002367118,0.00042530854,0.00009097482,0.0014023653,0.00083121046,0.00016808999],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013458943,0.00006697159,0.0019281373,0.000053566146,0.00005779501,0.0000017625141,0.70375234,0.0000915822,0.000038612725,0.009203303,0.15087116,0.1339213],"study_design_scores_gemma":[0.00007551257,0.000005295077,0.0015220576,0.000028760931,0.00002370405,3.3487237e-7,0.16067685,0.00032759554,0.0000051317998,0.0015167656,0.8355998,0.00021818324],"about_ca_topic_score_codex":0.3713664,"about_ca_topic_score_gemma":0.6793646,"teacher_disagreement_score":0.8349378,"about_ca_system_score_codex":0.00051216484,"about_ca_system_score_gemma":0.0003437136,"threshold_uncertainty_score":0.95511824},"labels":[],"label_agreement":null},{"id":"W4213343487","doi":"10.3410/f.733440621.793578513","title":"Faculty Opinions recommendation of Climate change and mental health: risks, impacts and priority actions.","year":2020,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Mental health; Climate change; Psychological intervention; Attribution; Psychology; Environmental resource management; Environmental planning; Political science; Geography; Environmental science; Social psychology; Psychiatry; Ecology","score_opus":0.3906344550194091,"score_gpt":0.5115410442567487,"score_spread":0.12090658923733966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213343487","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012967737,0.0018292554,0.0000010662918,0.40497848,0.00037213013,0.0010855168,0.5916407,0.000026166445,0.00006536644],"genre_scores_gemma":[0.000019680707,0.11398726,0.00020589032,0.006662589,0.00029244812,0.00012989248,0.8786424,0.000012960259,0.000046914178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99629825,0.0010213953,0.0009998534,0.0004545357,0.0008961441,0.00032983467],"domain_scores_gemma":[0.99568355,0.00013837652,0.0013687446,0.00068780826,0.0016449543,0.00047658657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020030115,0.00032030873,0.00067253085,0.00021760746,0.0009588878,0.00018593059,0.0007265266,0.00046453354,0.00030743144],"category_scores_gemma":[0.003241271,0.00023982991,0.00022373113,0.0012335633,0.0005862363,0.0005057185,0.0005723533,0.00076449884,0.000024087789],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009963746,0.00013739796,0.00003678361,0.0046668565,0.000030096267,2.4896186e-8,0.003577955,1.1408787e-9,3.960001e-7,0.0003659833,0.9742149,0.016959658],"study_design_scores_gemma":[0.00038212698,0.00008921547,0.009538437,0.0056317276,0.000052122694,0.000007473704,0.0006857661,0.0000037327957,3.2342248e-7,0.0000144266905,0.9833941,0.00020053801],"about_ca_topic_score_codex":0.0011129687,"about_ca_topic_score_gemma":0.00043635225,"teacher_disagreement_score":0.3983159,"about_ca_system_score_codex":0.00018020942,"about_ca_system_score_gemma":0.0003231101,"threshold_uncertainty_score":0.97799796},"labels":[],"label_agreement":null},{"id":"W4213379489","doi":"10.1177/09520767211065609","title":"Narrative policy framework at the macro level—cultural theory-based beliefs, science-based narrative strategies, and their uptake in the Canadian policy process for genetically modified salmon","year":2022,"lang":"en","type":"article","venue":"Public Policy and Administration","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Scope (computer science); Sociology; Government (linguistics); Narrative inquiry; Individualism; Political science; Law","score_opus":0.3332870004153435,"score_gpt":0.45713493258626503,"score_spread":0.12384793217092155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213379489","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6673798,0.000113080714,0.0002102581,0.31889355,0.000053785167,0.0013204144,0.00039407157,0.000034679448,0.01160037],"genre_scores_gemma":[0.9911742,0.00006961567,0.000060224345,0.0072536212,0.00038874825,0.0006115916,0.00022838333,0.000010895547,0.00020272711],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9975633,0.0008298571,0.00027292676,0.00032902486,0.00041829894,0.0005865616],"domain_scores_gemma":[0.99845546,0.0005933473,0.00015974113,0.00029466584,0.0002345165,0.0002622513],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027306583,0.00019118084,0.00014707586,0.00039910612,0.008164014,0.0012292957,0.0006497247,0.00011580304,0.00010699535],"category_scores_gemma":[0.0016670505,0.00012814443,0.00004857622,0.0017293516,0.0017821093,0.00045724,0.00006195847,0.00032025969,6.246826e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006910472,0.00005443679,0.00008466593,0.0000102181875,0.00000484303,2.7192556e-7,0.29879165,0.000074922566,0.00011922877,0.6942899,0.000038503298,0.0064622457],"study_design_scores_gemma":[0.0010237497,0.0005265295,0.022951802,0.000030847816,0.000011886335,0.000011374234,0.72312987,0.0031146256,0.00013131823,0.21798392,0.030595368,0.00048868306],"about_ca_topic_score_codex":0.06621504,"about_ca_topic_score_gemma":0.62634695,"teacher_disagreement_score":0.5601319,"about_ca_system_score_codex":0.000870711,"about_ca_system_score_gemma":0.014280558,"threshold_uncertainty_score":0.99980754},"labels":[],"label_agreement":null},{"id":"W4214944785","doi":"10.1088/2058-7058/35/02/36","title":"The transformative power of physics","year":2022,"lang":"en","type":"article","venue":"Physics World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Transformative learning; Everyday life; Power (physics); Art history; Physics; Engineering physics; Sociology; Art; Philosophy; Epistemology; Quantum mechanics; Pedagogy","score_opus":0.35162320616504844,"score_gpt":0.4316278190784197,"score_spread":0.08000461291337124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214944785","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045942005,0.00023152528,0.0006747239,0.01296698,0.000555367,0.0004374938,0.0000838285,0.00008117476,0.9390269],"genre_scores_gemma":[0.9977533,0.0003028526,0.000018376533,0.00018675266,0.00007267656,0.00003313873,0.000012559081,0.0000044254393,0.0016159103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993338,0.00019554803,0.000088408655,0.000044623263,0.00023499563,0.00010262713],"domain_scores_gemma":[0.9995394,0.00016282429,0.000065247026,0.000167752,0.00004550926,0.000019314444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000334142,0.000035787365,0.000054257427,0.000009484296,0.0012080093,0.00001880502,0.0002693245,0.0000050305835,0.0005152625],"category_scores_gemma":[0.000006879827,0.000030685074,0.00005606853,0.00039376275,0.00015877817,0.00008703939,0.000052848958,0.00011807538,0.000017661214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016410044,0.0001141047,0.00026618617,0.000003580097,0.00001256989,4.7373064e-8,0.23284933,0.000068563924,0.00018384578,0.64170754,0.0033883592,0.12138945],"study_design_scores_gemma":[0.00016691632,0.000025477904,0.0006657286,0.000005249674,0.000009016438,4.6455188e-8,0.06580441,0.0001484002,0.00033259348,0.07176405,0.860972,0.00010611733],"about_ca_topic_score_codex":0.00019342905,"about_ca_topic_score_gemma":0.0008739842,"teacher_disagreement_score":0.9518113,"about_ca_system_score_codex":0.00005886985,"about_ca_system_score_gemma":0.000033371183,"threshold_uncertainty_score":0.92911536},"labels":[],"label_agreement":null},{"id":"W4220754431","doi":"10.1002/jhbs.22192","title":"Of Fear and Strangers: A History of Xenophobia George Makari Norton, 2021. 346 pp. $27.95 (cloth). ISBN 978‐0‐393‐65200‐0","year":2022,"lang":"en","type":"article","venue":"Journal of the History of the Behavioral Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Xenophobia; George (robot); Citation; Classics; History; Art history; Philosophy; Library science; Theology; Racism; Computer science","score_opus":0.3307165702437464,"score_gpt":0.3838322472280704,"score_spread":0.05311567698432401,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220754431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97423553,0.014291071,7.4529333e-7,0.002854189,0.004519032,0.0001947646,0.000030536317,0.0000050951057,0.0038690097],"genre_scores_gemma":[0.98607385,0.0026500057,0.00018258733,0.00012584304,0.000085562584,0.000003611085,7.2468174e-7,0.000009157023,0.010868661],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972338,0.00070756796,0.0005724608,0.00013820636,0.0011528003,0.0001951699],"domain_scores_gemma":[0.99782264,0.00008807585,0.0014488058,0.00036344398,0.00019395018,0.00008310947],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027592666,0.000109753266,0.00030391366,0.00010920236,0.0005379532,0.000011404009,0.0017638829,0.000058548863,0.002336936],"category_scores_gemma":[0.000080345424,0.00007655172,0.00028085808,0.00036211323,0.0029371309,0.00026767593,0.0003236079,0.00032648566,0.000001117847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036453386,0.0020487038,0.07639176,0.00012274481,0.000053195818,0.0000056607,0.2902427,0.0002829454,0.19001678,0.001858913,0.42274806,0.015863998],"study_design_scores_gemma":[0.0005104507,0.00056329696,0.032795515,0.00012489391,0.00019614665,0.00002341527,0.03205766,0.000036943646,0.00019937054,0.00035867005,0.932914,0.00021960164],"about_ca_topic_score_codex":0.006649951,"about_ca_topic_score_gemma":0.0025009154,"teacher_disagreement_score":0.510166,"about_ca_system_score_codex":0.0016467227,"about_ca_system_score_gemma":0.0010853899,"threshold_uncertainty_score":0.99996483},"labels":[],"label_agreement":null},{"id":"W4220826809","doi":"10.18432/ari29625","title":"“Art and Doucmentaries in Climate Communication\"","year":2022,"lang":"en","type":"article","venue":"Art/Research International A Transdisciplinary Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Norges Forskningsråd","keywords":"Norwegian; The arts; Poetry; Politics; Participant observation; Climate change; Sociology; Media studies; Political science; Social science; Visual arts; Art; Literature","score_opus":0.5050355203556931,"score_gpt":0.5394092409138217,"score_spread":0.034373720558128595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220826809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61538434,0.0007023052,0.00003464683,0.18133007,0.00047428624,0.0003674733,0.000078388926,0.00003906276,0.20158944],"genre_scores_gemma":[0.9770842,0.018243,0.00035344966,0.00028991926,0.00014246233,0.00010878496,0.00012283614,0.00001192305,0.0036434326],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965619,0.0015071924,0.00032053216,0.0001631167,0.0010633451,0.0003839577],"domain_scores_gemma":[0.99896944,0.0004171417,0.00006992537,0.00019750734,0.00019174376,0.00015422469],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0062998226,0.00007733175,0.00010496098,0.00047726068,0.003952642,0.0003174821,0.00090152514,0.000034286284,0.010967218],"category_scores_gemma":[0.000075716285,0.000083614395,0.000054474604,0.00038133576,0.000530866,0.0005512918,0.00059207826,0.0010568597,0.00010200382],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081745686,0.0013381743,0.05350906,0.000021748861,0.00007953227,0.00009358511,0.7306814,0.000380123,0.00048985926,0.1420398,0.04967695,0.0208723],"study_design_scores_gemma":[0.0010470544,0.00013677897,0.026531124,0.0000500611,0.0000044184485,0.00011858213,0.19047779,0.0006462753,0.0000031744453,0.025941024,0.75488186,0.00016186101],"about_ca_topic_score_codex":0.00011647829,"about_ca_topic_score_gemma":0.0067402935,"teacher_disagreement_score":0.7052049,"about_ca_system_score_codex":0.0005304862,"about_ca_system_score_gemma":0.00014175536,"threshold_uncertainty_score":0.9973441},"labels":[],"label_agreement":null},{"id":"W4221025000","doi":"10.3390/soc12020041","title":"Auditing the ‘Social’ of Quantum Technologies: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Societies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"National Science Foundation","keywords":"Public relations; Sociology; Audit; Indigenous; Engineering ethics; Knowledge management; Social science; Political science; Business; Engineering; Computer science; Accounting","score_opus":0.8087696202610218,"score_gpt":0.5954934841071702,"score_spread":0.21327613615385166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221025000","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.9150583e-7,0.97645015,0.000001910238,0.003386387,0.00017349358,0.0010921565,0.000027344919,0.00018804002,0.018680345],"genre_scores_gemma":[0.0000011436202,0.9986148,0.0000127420735,0.00018912161,0.0000998851,0.0005012614,0.000057523157,0.000018786739,0.000504778],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997736,0.0009916893,0.0004938692,0.0001604608,0.0004026783,0.00021530986],"domain_scores_gemma":[0.9975086,0.0012429891,0.00078356377,0.00039262814,0.00005973779,0.000012479336],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022984985,0.0001542361,0.0008334089,0.000046376925,0.0020061585,0.000040816354,0.0010690847,0.00020077606,0.0020427026],"category_scores_gemma":[0.0012467252,0.00011394128,0.00059610227,0.0007185849,0.0007904898,0.00005501811,0.00041374366,0.0005048074,0.00002888737],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.2854596e-7,0.000010245897,3.463246e-7,0.084312856,0.000025356196,1.0004312e-7,0.0146005405,5.755568e-9,2.1550793e-8,0.0050588977,0.016268378,0.87972313],"study_design_scores_gemma":[0.000009998998,0.0000043362297,1.005468e-7,0.1022936,0.00012942545,3.7583231e-7,0.0653732,1.737782e-7,6.7448496e-9,0.00028298004,0.83180577,0.00010002536],"about_ca_topic_score_codex":0.00009535923,"about_ca_topic_score_gemma":0.00008907426,"teacher_disagreement_score":0.8796231,"about_ca_system_score_codex":0.0002171515,"about_ca_system_score_gemma":0.0004332105,"threshold_uncertainty_score":0.9992931},"labels":[],"label_agreement":null},{"id":"W4221128205","doi":"10.1108/s0733-558x20220000079005","title":"Theorizing the Role of Metaphors in Co-orienting Collective Action Toward Grand Challenges: The Example of the COVID-19 Pandemic","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Action (physics); Collective action; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Sociology; History; Political science; Virology; Medicine; Physics; Law; Politics","score_opus":0.6417362069216801,"score_gpt":0.448854561985169,"score_spread":0.1928816449365111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221128205","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040493235,0.0028057504,0.000012869449,0.003597689,0.00025244005,0.0009996289,0.000048361333,0.000032595526,0.9882013],"genre_scores_gemma":[0.8667104,0.08502871,0.000010067842,0.0005041083,0.0001425443,0.00015273396,0.000036994323,0.00003437265,0.047380045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787956,0.00090901693,0.00035107957,0.00019992418,0.0005067345,0.00015370907],"domain_scores_gemma":[0.99720633,0.0016560507,0.00050449703,0.00050989265,0.00008816788,0.000035083605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035971245,0.0001379574,0.00025069911,0.00010107206,0.0010589763,0.000023458304,0.00077030313,0.00015302304,0.0032532134],"category_scores_gemma":[0.00031344238,0.00007615431,0.00019504757,0.00017737615,0.00059263094,0.00007088966,0.00022630353,0.00046601755,0.0000026050313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048413152,0.000024377192,0.0012409077,0.000034057142,0.00005654858,7.132565e-8,0.39008254,0.000013490867,0.0001470458,0.5955304,0.00014118731,0.012680943],"study_design_scores_gemma":[0.0001625187,0.00001950375,0.00039890982,0.000026252319,0.00004663024,9.2709064e-7,0.14630032,0.00001194486,0.000015294074,0.055616766,0.7973035,0.00009743132],"about_ca_topic_score_codex":0.013028652,"about_ca_topic_score_gemma":0.06992203,"teacher_disagreement_score":0.9408213,"about_ca_system_score_codex":0.0004856929,"about_ca_system_score_gemma":0.0003248249,"threshold_uncertainty_score":0.99765795},"labels":[],"label_agreement":null},{"id":"W4223540615","doi":"10.35542/osf.io/ct546","title":"Two-Eyed Seeing and Scientific Holism in a New Science|Environment|Health Pedagogy","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"EIT Climate-KIC; European Science Education Research Association","keywords":"Holism; Reductionism; Epistemology; Science education; Sociology of scientific knowledge; Sociology; Perspective (graphical); Psychology; Engineering ethics; Pedagogy; Social science; Computer science; Philosophy; Engineering","score_opus":0.5686411174598613,"score_gpt":0.5496745547698718,"score_spread":0.01896656268998953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223540615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8592148,0.003830339,0.000115956835,0.03806883,0.0019510654,0.0013803865,0.000032523236,0.0001763276,0.09522976],"genre_scores_gemma":[0.95932657,0.016068405,0.0018423892,0.0007625842,0.0002104795,0.00005633616,0.00013354629,0.000020231826,0.021579463],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974347,0.0004242771,0.00031600258,0.00065210054,0.0007140305,0.0004589306],"domain_scores_gemma":[0.99877477,0.00007096868,0.00018920905,0.0006437474,0.000027100241,0.00029420832],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047844616,0.00013865858,0.00023236964,0.0005589085,0.0021545542,0.00061875174,0.0008678862,0.00008499497,0.0072744796],"category_scores_gemma":[0.00010485585,0.00015580456,0.00004545809,0.00056578283,0.0012445849,0.00020214648,0.0022641742,0.0005515618,0.000043040163],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019417503,0.00029849954,0.036979068,0.00013188976,0.000008714309,0.0000036331992,0.6588609,0.00045646433,0.0007885183,0.064597346,0.0032202238,0.2346353],"study_design_scores_gemma":[0.0009769213,0.000049128488,0.11852194,0.00016042001,0.0000127737385,0.0000023279083,0.14438227,0.0014945988,0.0000051006973,0.011153165,0.7224492,0.000792172],"about_ca_topic_score_codex":0.04834759,"about_ca_topic_score_gemma":0.05861354,"teacher_disagreement_score":0.719229,"about_ca_system_score_codex":0.0009864338,"about_ca_system_score_gemma":0.0026700087,"threshold_uncertainty_score":0.9991445},"labels":[],"label_agreement":null},{"id":"W4224991932","doi":"10.21203/rs.3.rs-1574310/v1","title":"Pregnancy Intentions of Youth in the Era of Climate Change: A Qualitative Auto- Photography Study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care Research Institute; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Thematic analysis; Climate change; Anxiety; Qualitative research; Grief; Psychology; Conversation; Social psychology; Geography; Developmental psychology; Sociology; Social science; Psychiatry","score_opus":0.7473300633960474,"score_gpt":0.6212825856290516,"score_spread":0.12604747776699576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224991932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9494927,0.0021944488,0.0000058557016,0.0026556293,0.00019262811,0.0068906,0.0015724576,0.000044649,0.03695103],"genre_scores_gemma":[0.9705262,0.02701781,0.000028315173,0.000012172721,0.000039034912,0.0021065406,0.00023166045,0.000012854009,0.000025382247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9846347,0.01224979,0.00048562264,0.00030505972,0.0019381385,0.0003866884],"domain_scores_gemma":[0.99705297,0.0010104214,0.0002684231,0.0009109289,0.000704838,0.00005241809],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011627885,0.0001228239,0.00030384748,0.0006159579,0.000621513,0.00006476048,0.0013618097,0.00012283893,0.0010836971],"category_scores_gemma":[0.000703823,0.000104150226,0.00021424887,0.0018135562,0.00060563727,0.00008974677,0.0014052993,0.0016758061,0.0000043829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034313558,0.0011697559,0.02035281,0.0004042851,0.000020566386,0.0000012461045,0.96984637,0.0000018775153,0.000008766715,0.002458535,0.000017138123,0.005684364],"study_design_scores_gemma":[0.00022565851,0.00025151475,0.07493425,0.0011371246,0.000017356531,2.8535245e-8,0.9217881,0.000017728977,8.779465e-7,0.0013107915,0.00023064816,0.00008593397],"about_ca_topic_score_codex":0.030915165,"about_ca_topic_score_gemma":0.048185483,"teacher_disagreement_score":0.05458144,"about_ca_system_score_codex":0.0001712355,"about_ca_system_score_gemma":0.0002210344,"threshold_uncertainty_score":0.9998295},"labels":[],"label_agreement":null},{"id":"W4226224095","doi":"10.2139/ssrn.4024749","title":"Understanding the Roots of Eco-Anxiety","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Worry; Anxiety; Climate change; Sympathy; Psychology; Mental health; Social psychology; Ecology; Psychotherapist; Psychiatry","score_opus":0.3703585020388289,"score_gpt":0.40414107395159543,"score_spread":0.03378257191276651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226224095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63751036,0.0067087095,0.014571091,0.08206444,0.0015131728,0.0006392468,0.000019336932,0.00011138725,0.25686225],"genre_scores_gemma":[0.9780815,0.020566437,0.000004767671,0.000121044264,0.00010890759,0.000004322328,0.0000024656033,0.0000048581073,0.0011056764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984508,0.00045583953,0.00012575129,0.000050703915,0.00030162404,0.00061528117],"domain_scores_gemma":[0.9996278,0.00007349077,0.00012276185,0.0001206313,0.00002895907,0.00002633131],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040847827,0.00003727613,0.000056293848,0.0000427281,0.0020451692,0.0000282068,0.00040836094,0.000018336537,0.0011669177],"category_scores_gemma":[0.000039504834,0.000030131645,0.00006974844,0.00022231635,0.00009232242,0.00007139293,0.000069357884,0.00091566733,0.0000052528894],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019225485,0.000038509508,0.0027423627,0.0000011445098,0.000028222497,1.02321486e-7,0.020058168,0.000093129835,0.00022054189,0.96592927,0.00048801524,0.010381285],"study_design_scores_gemma":[0.00022284652,0.000082970466,0.00085001386,0.000003426646,0.000015903915,0.000035663074,0.48704466,0.00008044669,0.0000023103757,0.4233944,0.08819272,0.00007462172],"about_ca_topic_score_codex":0.00031259054,"about_ca_topic_score_gemma":0.01365724,"teacher_disagreement_score":0.5425349,"about_ca_system_score_codex":0.0020844934,"about_ca_system_score_gemma":0.0008523227,"threshold_uncertainty_score":0.99974614},"labels":[],"label_agreement":null},{"id":"W4226443201","doi":"10.26686/wgtn.17000713","title":"A Post-Environmental Discourse: Rhetoric, Science and Legitimacy in Environmental News Coverage of Lake Winnipeg, Canada","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmentalism; Legitimacy; Mainstream; Rhetoric; Rhetorical question; Political science; Opposition (politics); Public discourse; Narrative; Discourse analysis; Politics; Critical discourse analysis; Environmental movement; Environmental ethics; Sociology; Law; Ideology","score_opus":0.0756500257557057,"score_gpt":0.36186333538807886,"score_spread":0.2862133096323731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226443201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9005144,0.00042857736,4.9769386e-7,0.0004490992,0.0003942118,0.0003858898,0.00028377955,0.000008613095,0.0975349],"genre_scores_gemma":[0.98251605,0.008195202,0.000014750921,0.00013468042,0.00007340325,0.000021806394,0.001175015,0.000013495473,0.007855605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982725,0.00009388853,0.00026999536,0.00024554145,0.0008058627,0.0003122241],"domain_scores_gemma":[0.9993306,0.00006014837,0.00018349379,0.00024627458,0.000017458156,0.00016204895],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042835245,0.00016064261,0.00020420601,0.00013662924,0.000374327,0.000049549453,0.00034833566,0.00011885254,0.0038619253],"category_scores_gemma":[0.00004771908,0.00016593318,0.00003086508,0.0001621741,0.0005139929,0.00043124403,0.000072297415,0.00018604087,0.000011307925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020559883,0.0010843006,0.3733695,0.00017988724,0.000037122212,0.000008701304,0.20126787,0.000003862045,0.048424352,0.0028120026,0.0018589395,0.3707479],"study_design_scores_gemma":[0.00033032137,0.000026446212,0.7735947,0.000049995433,0.000021725877,0.0000011739455,0.14899805,0.00001029836,0.0000963696,0.000024140963,0.07650996,0.00033681648],"about_ca_topic_score_codex":0.58849496,"about_ca_topic_score_gemma":0.9945754,"teacher_disagreement_score":0.40608037,"about_ca_system_score_codex":0.00084850483,"about_ca_system_score_gemma":0.00065131864,"threshold_uncertainty_score":0.9970487},"labels":[],"label_agreement":null},{"id":"W4229074589","doi":"10.1111/jasp.12880","title":"The relation of climate change denial with benevolent and hostile sexism","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Social Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Military College of Canada; Royal Ottawa Mental Health Centre; University of Ottawa","funders":"","keywords":"Denial; Social dominance orientation; Social psychology; Prejudice (legal term); Psychology; Authoritarianism; Climate change; Relation (database); Ideology; Politics; Political science; Law","score_opus":0.28133943849097415,"score_gpt":0.4538802184402549,"score_spread":0.17254077994928074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229074589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91885966,0.00035891272,0.000031305404,0.023159541,0.0004990302,0.0002784687,0.000013152272,0.000011574576,0.05678834],"genre_scores_gemma":[0.99289936,0.0060345065,0.00009024681,0.00053003425,0.00040192108,0.000018849123,0.0000029716052,0.000006433658,0.00001569097],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909914,0.00020878845,0.00023247498,0.0000637005,0.00026221148,0.00013371641],"domain_scores_gemma":[0.99924856,0.000113350085,0.0004502939,0.0000775396,0.00007492757,0.00003533072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011286687,0.000047614474,0.00012419213,0.000056485067,0.0012655788,0.0000160437,0.00019275103,0.000054952994,0.00015071947],"category_scores_gemma":[0.000011014824,0.000037474132,0.000036375015,0.00015526701,0.00027805023,0.00005259409,0.000057538346,0.00024354397,0.0000014510603],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028424396,0.00033917182,0.0045043845,0.000017245366,0.00008552608,0.0000044184644,0.38095826,0.000011968965,0.0026869068,0.21365626,0.0028087662,0.39208466],"study_design_scores_gemma":[0.0028928712,0.0008383411,0.41500616,0.000018014181,0.000102246595,0.00003404916,0.14352033,0.000017211509,0.000009582949,0.022090504,0.4152206,0.0002501001],"about_ca_topic_score_codex":0.00003162005,"about_ca_topic_score_gemma":0.00033365344,"teacher_disagreement_score":0.4124118,"about_ca_system_score_codex":0.00006110354,"about_ca_system_score_gemma":0.000028969209,"threshold_uncertainty_score":0.9733936},"labels":[],"label_agreement":null},{"id":"W4229970631","doi":"10.4324/9781315768892-1","title":"Introduction","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.6909752692758927,"score_gpt":0.47492124017000353,"score_spread":0.21605402910588917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229970631","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010643331,0.0002320908,0.000014088431,0.017877903,0.000519965,0.00009461071,0.000004082536,0.000116096155,0.9811401],"genre_scores_gemma":[0.00007370055,0.007121598,0.000074729876,0.00014183894,0.0032568192,0.0000022831268,0.0001297416,0.000011005423,0.98918825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949354,0.000025180621,0.00009023474,0.00010697243,0.000212324,0.000071766044],"domain_scores_gemma":[0.9994505,0.000015025695,0.000054820564,0.00024543455,0.00016681536,0.00006739634],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039150703,0.00006447914,0.00008073867,0.000052234274,0.00016048262,0.000033180193,0.00014004862,0.00019228466,0.08933961],"category_scores_gemma":[0.00003815646,0.0000651974,0.00003796391,0.000013420213,0.00012249875,0.000059488393,0.000033959197,0.00012305261,0.0045782076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001107888,0.0000016595444,3.3920313e-7,0.0000011062681,0.0000018915567,5.92502e-8,0.0015274149,5.82554e-8,8.80661e-7,0.62105757,0.35357413,0.023833798],"study_design_scores_gemma":[0.000024613537,0.0000054871352,0.0000015280995,0.000005207371,0.000006378223,2.3298531e-7,0.0005738618,8.1991584e-7,9.492067e-8,0.03246745,0.9668361,0.00007821272],"about_ca_topic_score_codex":0.00024272657,"about_ca_topic_score_gemma":0.004574633,"teacher_disagreement_score":0.613262,"about_ca_system_score_codex":0.000187681,"about_ca_system_score_gemma":0.000068024565,"threshold_uncertainty_score":0.99619687},"labels":[],"label_agreement":null},{"id":"W4230773849","doi":"10.31235/osf.io/urvjp","title":"Patchwork Earth: Navigating pathways to just, thriving, and sustainable futures","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Thriving; Futures contract; Sustainability; Earth system science; Sustainable development; Business; Economic system; Environmental ethics; Political science; Sociology; Ecology; Economics; Social science; Biology","score_opus":0.33293790301363335,"score_gpt":0.443196456272878,"score_spread":0.11025855325924466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230773849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8677644,0.0016068766,0.00037488484,0.009208152,0.00049845845,0.0006304697,0.000010529949,0.00024773332,0.11965849],"genre_scores_gemma":[0.97551835,0.012142792,0.0037579273,0.0013395599,0.0007165377,0.000095262614,0.00013249557,0.000024050865,0.0062730517],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983455,0.00036986315,0.00021529847,0.00036554682,0.00028435444,0.00041942482],"domain_scores_gemma":[0.9987794,0.00014580735,0.00009779075,0.0005026072,0.00027169674,0.00020267024],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011140101,0.00016145565,0.00022095992,0.000046239995,0.0012758978,0.00072480424,0.0003608366,0.0002975606,0.0022390194],"category_scores_gemma":[0.0003488029,0.00016707783,0.00007600557,0.00021411819,0.00010007834,0.0001192981,0.0017297019,0.00055711,0.000023403025],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007949058,0.00008086052,0.0046254937,0.0003535626,0.000026088692,0.000017365464,0.82177556,0.00007199645,0.00027972122,0.03481174,0.0043501505,0.13359949],"study_design_scores_gemma":[0.000088104374,0.000017730992,0.0073719374,0.00050394755,0.000018046123,8.5632377e-7,0.88756365,0.00006632307,0.000037423957,0.0021029327,0.10183357,0.00039547303],"about_ca_topic_score_codex":0.013519396,"about_ca_topic_score_gemma":0.033418898,"teacher_disagreement_score":0.13320401,"about_ca_system_score_codex":0.000106000174,"about_ca_system_score_gemma":0.00020389931,"threshold_uncertainty_score":0.9986731},"labels":[],"label_agreement":null},{"id":"W4231107670","doi":"10.32920/ryerson.14645787","title":"Social network analysis of climate change discussion on Twitter during COP21","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Skepticism; Climate change; Social media; Sample (material); Microblogging; Political science; Geography; Computer science; World Wide Web; Ecology","score_opus":0.4516575332919505,"score_gpt":0.4743526640108456,"score_spread":0.022695130718895062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231107670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8821774,0.00014162279,0.0000366474,0.016931174,0.0006645081,0.00049954857,0.00005780321,0.00014397988,0.0993473],"genre_scores_gemma":[0.9816072,0.015332269,0.00010040351,0.0004296613,0.0010001063,0.00007420656,0.0006847535,0.000015457617,0.0007559224],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99804074,0.00055432826,0.00034283396,0.00032565108,0.00042091653,0.00031551628],"domain_scores_gemma":[0.9989476,0.000064035434,0.0003049057,0.0004792563,0.00013340895,0.00007077479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006416355,0.00016356584,0.0004780393,0.00022712348,0.00066885736,0.00012423679,0.00037375354,0.00035116938,0.005046586],"category_scores_gemma":[0.00002784723,0.00012624661,0.00045047308,0.0007971363,0.00012846263,0.00007239373,0.0007656055,0.0003364056,0.000020704758],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022522449,0.00077926455,0.10892284,0.0006636381,0.0017128076,0.000008727926,0.8140237,0.0011547902,0.00026941785,0.010779427,0.00263154,0.058828644],"study_design_scores_gemma":[0.00050171907,0.000032361804,0.88379395,0.0008631197,0.0019895409,1.4764666e-7,0.09613051,0.0014593332,0.000028757939,0.00066481833,0.01351578,0.0010199735],"about_ca_topic_score_codex":0.0014863485,"about_ca_topic_score_gemma":0.017311744,"teacher_disagreement_score":0.7748711,"about_ca_system_score_codex":0.00017477271,"about_ca_system_score_gemma":0.000034810317,"threshold_uncertainty_score":0.99586296},"labels":[],"label_agreement":null},{"id":"W4232537011","doi":"10.3410/f.1004751.370797","title":"Faculty Opinions recommendation of Reducing uncertainty in projections of extinction risk from climate change.","year":2006,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Extinction (optical mineralogy); Climate change; Environmental science; Environmental resource management; Climatology; Geology; Oceanography","score_opus":0.2155375459320613,"score_gpt":0.4575146232082323,"score_spread":0.241977077276171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232537011","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015912532,0.0007071572,0.000009382182,0.08162012,0.0009590209,0.0017105264,0.9145268,0.000038037673,0.0004130041],"genre_scores_gemma":[0.00007758591,0.008973297,0.00030626584,0.00056187896,0.00047608675,0.00039941946,0.98900664,0.00001839765,0.00018042923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99443996,0.0016893839,0.0018001077,0.00053135963,0.0011890184,0.00035018875],"domain_scores_gemma":[0.9917323,0.00031898738,0.0026845569,0.001239942,0.0038758072,0.00014842617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029849089,0.00035352938,0.00079532294,0.0005676484,0.00051515194,0.00008884026,0.0012371932,0.0007590443,0.0009757172],"category_scores_gemma":[0.0056722416,0.000273359,0.0004739202,0.0029470401,0.00053671707,0.00046203088,0.0003576907,0.0009967372,0.000024222323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015439586,0.00044639723,0.00008278859,0.0017367813,0.000033210836,3.547809e-8,0.0023090802,0.0000011906325,0.0000015457895,0.00014707404,0.9877098,0.007516662],"study_design_scores_gemma":[0.00042768274,0.000053480493,0.009441487,0.009222581,0.00013008424,0.0000011933265,0.0007622455,0.000042615877,0.0000020564369,0.000058181486,0.9796249,0.00023344363],"about_ca_topic_score_codex":0.023843648,"about_ca_topic_score_gemma":0.003779533,"teacher_disagreement_score":0.08105824,"about_ca_system_score_codex":0.00033270926,"about_ca_system_score_gemma":0.00038347833,"threshold_uncertainty_score":0.99997187},"labels":[],"label_agreement":null},{"id":"W4232634725","doi":"10.1017/9781316343197.008","title":"History and Philosophy of Science Engaging the Public","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"History and philosophy of science; Epistemology; Philosophy of science; History of science; Sociology; Social science; Philosophy","score_opus":0.3413451676598485,"score_gpt":0.3166476231975116,"score_spread":0.024697544462336907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232634725","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066049414,0.0003876124,0.000009377997,0.00040038128,0.00024830745,0.00018363944,0.000025655718,0.00004072889,0.9980438],"genre_scores_gemma":[0.030070227,0.0025286116,0.000021845564,0.0001132996,0.0001699802,3.483623e-7,0.0000071398476,0.000010371424,0.96707815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991397,0.00009509903,0.000093852665,0.00020884702,0.00030778119,0.00015471544],"domain_scores_gemma":[0.9988564,0.00009900225,0.00018501293,0.00044070932,0.00031407762,0.0001047672],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00068125786,0.00010519237,0.0001321075,0.00017630012,0.0010205421,0.00003395564,0.0007990402,0.00011938256,0.00007300737],"category_scores_gemma":[0.00004600146,0.000104688224,0.000057302186,0.0000146693565,0.008279355,0.00014760056,0.00042351324,0.00022835708,0.000006338961],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005981312,0.0000028157583,0.0000030241838,0.000016249422,0.0000077778595,0.0000011095825,0.0063175135,4.0740193e-9,0.00003762671,0.9837618,0.008352773,0.0014933527],"study_design_scores_gemma":[0.000081299295,0.000011210287,0.00001917327,0.000056420602,0.000028251861,8.4364865e-7,0.0016243745,0.000007180714,0.000005539443,0.00009956426,0.9979564,0.00010972671],"about_ca_topic_score_codex":0.00032185993,"about_ca_topic_score_gemma":0.00005770553,"teacher_disagreement_score":0.98960364,"about_ca_system_score_codex":0.000470126,"about_ca_system_score_gemma":0.00030490773,"threshold_uncertainty_score":0.9944195},"labels":[],"label_agreement":null},{"id":"W4232947783","doi":"10.31234/osf.io/8a4h6","title":"Replications can cause distorted belief in scientific progress: BBS commentary by Białek on Zwaan et al.","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Nothing; Psychology; Psychological science; Scientific progress; Cognitive psychology; Epistemology; Social psychology; Philosophy","score_opus":0.4374503308559686,"score_gpt":0.4981594446965226,"score_spread":0.060709113840553997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232947783","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3037771,0.0004076003,0.000031479674,0.62997514,0.0014683375,0.0021889668,0.0009777162,0.0004500552,0.0607236],"genre_scores_gemma":[0.9078054,0.008600486,0.0010596468,0.053704347,0.00023711077,0.001326677,0.018611178,0.00007599682,0.008579199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974388,0.0006598486,0.00039449846,0.00068265904,0.0004975216,0.00032668575],"domain_scores_gemma":[0.9977097,0.000129567,0.00022629443,0.0015690267,0.00019552658,0.00016991365],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017096384,0.0002036913,0.00021565154,0.00026359918,0.0010287679,0.000425536,0.00092290575,0.00020646173,0.0017347685],"category_scores_gemma":[0.00011515839,0.00021052404,0.00008351975,0.00047548485,0.0011003014,0.00010066987,0.00050847407,0.00051989267,0.000127944],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011338926,0.0005919181,0.0082767345,0.000016327722,0.000017954915,5.6268925e-7,0.032026537,0.0000012020142,0.00006787943,0.0016441981,0.9534469,0.0038984092],"study_design_scores_gemma":[0.00020909276,0.000033987395,0.007921331,0.00018006653,0.000016515616,1.9102897e-7,0.0046616606,0.00008015563,0.000019647934,0.0010852043,0.9854703,0.00032183251],"about_ca_topic_score_codex":0.025540678,"about_ca_topic_score_gemma":0.2972709,"teacher_disagreement_score":0.6040282,"about_ca_system_score_codex":0.0007444493,"about_ca_system_score_gemma":0.00021821551,"threshold_uncertainty_score":0.99917775},"labels":[],"label_agreement":null},{"id":"W4233215040","doi":"10.31234/osf.io/vcpkb","title":"Reasoning about climate change","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Agence Nationale de la Recherche; William and Flora Hewlett Foundation; John Templeton Foundation","keywords":"Motivated reasoning; Popularity; Climate change; Analytic reasoning; Scientific consensus; Cognition; Psychology; Coherence (philosophical gambling strategy); Confirmation bias; Global warming; Social psychology; Cognitive psychology; Epistemology; Deductive reasoning; Political science; Politics; Law; Ecology","score_opus":0.706223464251265,"score_gpt":0.5081695792174272,"score_spread":0.1980538850338378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233215040","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006202777,0.000781436,0.00010543699,0.044668913,0.000986071,0.0006401103,0.000063443425,0.0006721474,0.94587964],"genre_scores_gemma":[0.75951594,0.22343296,0.0032323117,0.0071513187,0.0037512253,0.00040166322,0.00064204575,0.000054381428,0.001818168],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987233,0.00026933337,0.0001867689,0.00028073564,0.00026279464,0.00027704667],"domain_scores_gemma":[0.9991381,0.00005463685,0.00013695384,0.00042388306,0.00008615166,0.0001602784],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005614335,0.00013406124,0.00019173129,0.000053623535,0.00049754046,0.00021324205,0.00055735145,0.00028690818,0.004831749],"category_scores_gemma":[0.00013968289,0.00014196003,0.00011288838,0.00012854468,0.00011450354,0.000097691416,0.0009364674,0.00043418494,0.0007831586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030037123,0.00008915345,0.007217445,0.00033626374,0.00003192396,0.0000056387257,0.39810425,0.0000026250002,0.00005701485,0.34294388,0.011752503,0.23942925],"study_design_scores_gemma":[0.00020200564,0.00001879518,0.021226162,0.0006058147,0.00004713731,4.532977e-7,0.02549411,0.0010978306,0.0000049993882,0.007055293,0.9435763,0.00067114155],"about_ca_topic_score_codex":0.004813415,"about_ca_topic_score_gemma":0.009113458,"teacher_disagreement_score":0.9440615,"about_ca_system_score_codex":0.00012804201,"about_ca_system_score_gemma":0.000059475286,"threshold_uncertainty_score":0.9999949},"labels":[],"label_agreement":null},{"id":"W4233363827","doi":"10.3410/f.5078968.5016076","title":"Faculty Opinions recommendation of Frequency-dependent selection predicts patterns of radiations and biodiversity.","year":2010,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Biodiversity; Selection (genetic algorithm); Statistics; Geography; Computer science; Biology; Environmental science; Mathematics; Ecology; Artificial intelligence","score_opus":0.14540897974274597,"score_gpt":0.41827662872879834,"score_spread":0.27286764898605237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233363827","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015296137,0.00033009663,0.000022094488,0.14089161,0.00063164654,0.0009964713,0.856951,0.00003025399,0.00013154424],"genre_scores_gemma":[0.00009866308,0.0054621384,0.00028513384,0.0010632185,0.00019671067,0.000083282815,0.9925122,0.000009417208,0.0002892311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963132,0.0007720822,0.001075138,0.00040455235,0.0011914733,0.00024352266],"domain_scores_gemma":[0.99233556,0.00019665711,0.0016082308,0.000838102,0.004780865,0.00024060102],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018104295,0.0002857412,0.00056896074,0.00041445982,0.00057050504,0.0000995733,0.0011789036,0.0007961371,0.001316625],"category_scores_gemma":[0.0046016634,0.00022317452,0.00030199133,0.0013111942,0.00052001944,0.0004095767,0.00034464622,0.00090351683,0.00001945133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004960749,0.0002439055,0.000286453,0.0021680286,0.000055215853,2.6469301e-8,0.0015637353,3.6715264e-8,0.0000063545253,0.0003885729,0.99329513,0.0019875583],"study_design_scores_gemma":[0.00037635103,0.00006641744,0.009338361,0.0026798043,0.00015177843,0.0000048830743,0.00040846725,0.0000034186858,0.0000074801483,0.00003519707,0.98673844,0.00018941975],"about_ca_topic_score_codex":0.0022688997,"about_ca_topic_score_gemma":0.0014924572,"teacher_disagreement_score":0.13982838,"about_ca_system_score_codex":0.00013860881,"about_ca_system_score_gemma":0.00046652058,"threshold_uncertainty_score":0.9995963},"labels":[],"label_agreement":null},{"id":"W4233660192","doi":"10.1007/978-3-030-78244-3_2","title":"Cognitive Challenges","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph-Humber","funders":"","keywords":"Psychology; Cognition; Neuroscience","score_opus":0.7536091228618145,"score_gpt":0.48465311288085905,"score_spread":0.2689560099809554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233660192","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000035901014,0.006224862,0.0000056265408,0.006258115,0.00016124107,0.00011018348,0.000014373112,0.00008230421,0.9871397],"genre_scores_gemma":[0.00074631075,0.2952512,0.0000149709695,0.00032706413,0.00025404425,0.000004421385,0.000104261075,0.000010983763,0.70328677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994055,0.000050286366,0.000096490825,0.00015216759,0.00019701567,0.00009854254],"domain_scores_gemma":[0.99935764,0.00015849342,0.000056485584,0.00017302278,0.00019204529,0.00006232103],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019930473,0.000091174465,0.00012862225,0.000043016724,0.00022520334,0.00003848034,0.00013355151,0.00025763767,0.07048683],"category_scores_gemma":[0.00005151058,0.00009657292,0.00008084014,0.000010703186,0.00016366897,0.000040772222,0.00006725992,0.00016060012,0.0012615894],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.6033876e-7,0.0000056674135,5.584943e-7,0.0000072742837,0.000011198784,0.0000015917386,0.008632489,1.7849459e-9,4.944393e-7,0.7929801,0.0010615751,0.19729832],"study_design_scores_gemma":[0.000045873207,0.0000060155994,0.000020232332,0.00013525452,0.000016091268,3.6343005e-7,0.012619027,2.2641215e-7,4.3635606e-7,0.0064195995,0.98061043,0.00012646912],"about_ca_topic_score_codex":0.00011921495,"about_ca_topic_score_gemma":0.016944524,"teacher_disagreement_score":0.9795488,"about_ca_system_score_codex":0.000059976337,"about_ca_system_score_gemma":0.00007747302,"threshold_uncertainty_score":0.99951607},"labels":[],"label_agreement":null},{"id":"W423383503","doi":"10.20361/g2089t","title":"Who will save my planet? by M. C. Urrutia","year":2013,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tundra; The arts; Set (abstract data type); Computer science; History; Visual arts; Art; Geology; Arctic","score_opus":0.06487396960780183,"score_gpt":0.36241705879294256,"score_spread":0.2975430891851407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W423383503","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056295894,0.74240017,0.000013045275,0.08087766,0.0003498609,0.0037836335,0.00085707236,0.00017639616,0.11524627],"genre_scores_gemma":[0.2753945,0.7059871,0.00010952527,0.014048091,0.00044316726,0.00008020022,0.0023519841,0.000022196937,0.0015632495],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861103,0.00052041234,0.00027220082,0.0001385534,0.00027238892,0.00018543623],"domain_scores_gemma":[0.9989571,0.000098696015,0.00019299734,0.00055148243,0.00013044859,0.00006928076],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006234967,0.00012286895,0.00024112644,0.00002500258,0.00026222703,0.00011458917,0.00065972266,0.00010441127,0.0045005237],"category_scores_gemma":[0.000089210764,0.00007805452,0.0000857614,0.00031644996,0.00024051622,0.0002450276,0.00006762233,0.00024563167,0.00019062716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000047848307,0.000056789886,0.0009540111,0.0005824912,0.000035604044,1.6374526e-7,0.012275835,1.05543535e-7,0.00011704822,0.018072175,0.9220255,0.04587547],"study_design_scores_gemma":[0.00008741201,0.000012855214,0.0070622126,0.003271714,0.00002852135,0.000004404913,0.000104505074,0.0000019343067,0.0000074185396,0.0004522469,0.98884517,0.00012162803],"about_ca_topic_score_codex":0.00069278636,"about_ca_topic_score_gemma":0.00007602358,"teacher_disagreement_score":0.2190986,"about_ca_system_score_codex":0.000021724321,"about_ca_system_score_gemma":0.000021156833,"threshold_uncertainty_score":0.9964095},"labels":[],"label_agreement":null},{"id":"W4233951680","doi":"10.22215/etd/2013-07118","title":"How to save the world : the ideologies of four ENGOs and their discursive constructions of climate change","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"Nature Conservancy","keywords":"Ideology; Political science; Humanities; Sociology; Philosophy; Law; Politics","score_opus":0.3401829716836579,"score_gpt":0.415190633845073,"score_spread":0.07500766216141508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233951680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6863967,0.0011892612,0.000018916742,0.09452228,0.0010932066,0.003286507,0.00029110996,0.000083460975,0.21311855],"genre_scores_gemma":[0.9695511,0.019100532,0.0000736301,0.00020451177,0.00014872426,0.00029956744,0.00010166495,0.000010958407,0.0105093075],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991003,0.00026713015,0.000189553,0.00012759442,0.00015471212,0.00016065537],"domain_scores_gemma":[0.9984421,0.0005970536,0.00028982825,0.0003644357,0.0002683095,0.00003828436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036622665,0.00012591068,0.0002097768,0.00010102206,0.00052696135,0.00008302762,0.00042272892,0.00010399953,0.0005844989],"category_scores_gemma":[0.0001893229,0.000062637926,0.00008537124,0.00026525892,0.00050881045,0.00012408828,0.00008534973,0.00015460022,0.000007394247],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031053845,0.000026444815,0.0015218321,0.00011084251,0.000058155627,4.8956313e-8,0.63375604,3.3050162e-7,0.00071211683,0.19684742,0.0017865879,0.1651491],"study_design_scores_gemma":[0.000068760484,0.000023820065,0.025646076,0.00012267238,0.000038212085,4.6370346e-7,0.94196635,0.000007710914,0.0002044416,0.001878425,0.029923376,0.0001196697],"about_ca_topic_score_codex":0.0024363385,"about_ca_topic_score_gemma":0.17142086,"teacher_disagreement_score":0.3082103,"about_ca_system_score_codex":0.000023886752,"about_ca_system_score_gemma":0.000029271263,"threshold_uncertainty_score":0.84369856},"labels":[],"label_agreement":null},{"id":"W4234027714","doi":"10.32920/ryerson.14646687.v1","title":"The Rhetoric of Climate Change Communications: An Analysis of Articles from the New York Times and Fox News over a 25 Year Period","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rhetorical question; Metaphor; Simile; Rhetoric; Rhetorical device; Period (music); Conceptual metaphor; Framing (construction); Natural (archaeology); Literature; History; Media studies; Sociology; Aesthetics; Art; Linguistics; Philosophy; Archaeology","score_opus":0.41752797150588333,"score_gpt":0.43833494417988245,"score_spread":0.020806972673999113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234027714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90901977,0.02909478,0.00005822804,0.03484969,0.00024077749,0.0008857104,0.00030760583,0.000077893215,0.02546555],"genre_scores_gemma":[0.8307772,0.167873,0.0006493156,0.0001775324,0.00007785704,0.000035157067,0.00023363602,0.00000760486,0.00016868877],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982866,0.00081651146,0.0003301721,0.00017790114,0.00025469164,0.00013414834],"domain_scores_gemma":[0.9970441,0.0006137977,0.00031688804,0.0018371206,0.0001321925,0.000055889566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075737573,0.000103670674,0.00028303245,0.00006644714,0.00052647264,0.00021919132,0.0010495449,0.00013485653,0.0014031876],"category_scores_gemma":[0.00012878112,0.000068477966,0.00016522114,0.00051676674,0.00043502275,0.000095153926,0.0009982919,0.00018585492,0.00000354728],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003858159,0.0002321973,0.09891988,0.000031435742,0.0007592047,1.15030915e-7,0.66482526,0.000010762468,0.00018456017,0.043210052,0.00079372386,0.19099425],"study_design_scores_gemma":[0.00026420277,0.000028227027,0.51701313,0.00017246057,0.0013312574,9.362431e-8,0.42515036,0.00556905,0.0000122975625,0.00271509,0.04746167,0.00028212223],"about_ca_topic_score_codex":0.06979391,"about_ca_topic_score_gemma":0.34066638,"teacher_disagreement_score":0.41809326,"about_ca_system_score_codex":0.00004423189,"about_ca_system_score_gemma":0.00008510659,"threshold_uncertainty_score":0.9995097},"labels":[],"label_agreement":null},{"id":"W4235098949","doi":"10.3138/cras.42.2.142","title":"Tipping Point Discourse in Dangerous Times","year":2012,"lang":"en","type":"article","venue":"Canadian Review of American Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Federal Emergency Management Agency","keywords":"Tipping point (physics); Perspective (graphical); Politics; Context (archaeology); Public discourse; Sociology; Order (exchange); Point (geometry); Inequality; Public policy; Epistemology; Political economy; Political science; Positive economics; History; Economics; Law; Philosophy; Computer science","score_opus":0.37558440766022355,"score_gpt":0.5044431211918812,"score_spread":0.12885871353165762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235098949","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05639468,0.7222968,0.0000037357552,0.05399978,0.00026451782,0.0006131834,0.000033450444,0.000030860498,0.166363],"genre_scores_gemma":[0.3921292,0.6047408,0.00013737343,0.0026668587,0.000086533975,0.00002531976,0.000006394528,0.000004794835,0.00020272646],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991529,0.00021697496,0.00018647002,0.00006844505,0.00010302069,0.00027217806],"domain_scores_gemma":[0.9993695,0.000093079674,0.000114581366,0.00017761043,0.00007527159,0.00016992756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075839105,0.00006404142,0.00027777514,0.00009604007,0.0001472107,0.0000048759944,0.00014510988,0.000012266779,0.000332725],"category_scores_gemma":[0.00042933863,0.000058750113,0.000046013793,0.00041784171,0.00060978543,0.000104062245,0.000028379509,0.000058317106,0.00004467216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021503358,0.000053446613,0.05540756,0.0013537167,0.000058716905,0.000002540364,0.1351987,2.607501e-7,0.000010691965,0.0066800714,0.038919225,0.76231295],"study_design_scores_gemma":[0.000047462436,0.00001651212,0.021714061,0.0030586282,0.000027093718,9.0390756e-7,0.17113782,4.7181305e-7,8.440099e-7,0.000033177777,0.8038125,0.00015053523],"about_ca_topic_score_codex":0.16648504,"about_ca_topic_score_gemma":0.56012833,"teacher_disagreement_score":0.76489323,"about_ca_system_score_codex":0.00030998007,"about_ca_system_score_gemma":0.00012222864,"threshold_uncertainty_score":0.8390654},"labels":[],"label_agreement":null},{"id":"W4235385234","doi":"10.4016/1795.01","title":"MicrobeWorld Ep. 8: ReGenesis - Canada's Television Science Drama is Coming to the U.S. Market this Fall","year":2007,"lang":"en","type":"dataset","venue":"SciVee","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Drama; Advertising; Art; Art history; Media studies; Telecommunications; History; Visual arts; Engineering; Sociology; Business","score_opus":0.1864436228148967,"score_gpt":0.41531528010063296,"score_spread":0.22887165728573625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235385234","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00051235553,0.0006022731,0.00000945318,0.04842233,0.0017334775,0.00083880074,0.92391354,0.000049172275,0.023918604],"genre_scores_gemma":[0.0018797305,0.03048925,0.0018241993,0.07733835,0.0038967768,0.0001535885,0.83117056,0.00011005373,0.053137463],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971421,0.00030929802,0.0003234744,0.00050431467,0.0010886061,0.0006322339],"domain_scores_gemma":[0.99758905,0.00038640096,0.00021478551,0.0011397478,0.00036178893,0.0003082508],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003927556,0.00022974823,0.00023980289,0.0003044897,0.003669033,0.00041960366,0.0029553813,0.00019963636,0.0103704035],"category_scores_gemma":[0.00060024194,0.0001878914,0.00008039014,0.0014822128,0.00073363574,0.00014057822,0.00089003,0.0004210548,0.0004938791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009280237,0.000013615091,0.000035510646,0.000015391053,0.00000421088,0.0000016250394,0.001956143,3.6576228e-7,0.00003353065,0.000052147123,0.98632896,0.011549214],"study_design_scores_gemma":[0.000053825795,0.0000095227015,0.00069154875,0.00013421944,0.00002025716,0.0000011957853,0.0022708566,0.000005116347,0.000021000436,0.000026207596,0.9965131,0.00025312198],"about_ca_topic_score_codex":0.86151963,"about_ca_topic_score_gemma":0.99463487,"teacher_disagreement_score":0.13311523,"about_ca_system_score_codex":0.001142203,"about_ca_system_score_gemma":0.001722083,"threshold_uncertainty_score":0.99762803},"labels":[],"label_agreement":null},{"id":"W4236004141","doi":"10.4018/978-1-4666-2931-8.ch017","title":"Technoethics and the State of Science and Technology Studies (STS) in Canada","year":2012,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Globe; Engineering ethics; Curriculum; Political science; Leverage (statistics); State (computer science); Library science; Social science; Sociology; Engineering; Pedagogy; Medicine; Computer science","score_opus":0.21561270413722572,"score_gpt":0.3958073132065521,"score_spread":0.18019460906932638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236004141","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016171932,0.0119313635,6.6693565e-7,0.0051840357,0.00018152824,0.00045613764,0.000055927652,0.00002936139,0.96598905],"genre_scores_gemma":[0.983697,0.012311279,0.000043307973,0.0002473205,0.000022172011,0.000012887497,3.4279415e-7,0.00000605849,0.003659641],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99907005,0.000034573917,0.00018943573,0.0001443042,0.00037323625,0.00018839323],"domain_scores_gemma":[0.9991185,0.00012747965,0.00014755924,0.00025130273,0.00030809912,0.00004707495],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011864601,0.000102748556,0.00022981608,0.000093523704,0.0003371842,0.000019626135,0.00034343547,0.00011861441,0.0000060326115],"category_scores_gemma":[0.00026333594,0.000078954865,0.000011106144,0.00008925836,0.0078067216,0.000035105488,0.00034492236,0.00023958049,0.0000010697453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006250128,0.0000010066494,0.00019068524,0.000016152304,0.000006619767,5.179508e-7,0.0050213975,3.782045e-8,0.0000058971373,0.9448136,0.000047602633,0.049890194],"study_design_scores_gemma":[0.00037252877,0.000014521803,0.00028067658,0.00023677315,0.00002917669,0.000004712941,0.017095584,0.000005952868,0.000010726485,0.9193027,0.062437754,0.0002089099],"about_ca_topic_score_codex":0.50989336,"about_ca_topic_score_gemma":0.98610806,"teacher_disagreement_score":0.96752506,"about_ca_system_score_codex":0.0006985399,"about_ca_system_score_gemma":0.0012605517,"threshold_uncertainty_score":0.99489343},"labels":[],"label_agreement":null},{"id":"W4236310056","doi":"10.1190/tle32121522.1","title":"Reviews","year":2013,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of Veterinarians of British Columbia","funders":"","keywords":"Philosophy; Environmental ethics","score_opus":0.699908341503011,"score_gpt":0.5064941214955878,"score_spread":0.19341422000742314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236310056","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04027557,0.0011097915,0.000051818435,0.043329906,0.0003328047,0.00038079006,3.5148528e-7,0.00008921478,0.9144297],"genre_scores_gemma":[0.87112117,0.027161201,0.00018715384,0.0042914506,0.00078922394,0.00010800841,0.0000060087186,0.000009166261,0.09632662],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995406,0.00020776816,0.00006338853,0.00003934473,0.000054623102,0.00009424545],"domain_scores_gemma":[0.99965256,0.00007753312,0.000027751152,0.00019464418,0.0000211916,0.000026289013],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006079684,0.00002617867,0.00004609509,0.000011237683,0.0003925742,0.000057608486,0.00023826715,0.000021385837,0.0034171613],"category_scores_gemma":[0.000117407035,0.000016949543,0.000025401248,0.00009319254,0.00009322608,0.00008490588,0.000024515593,0.00006116463,0.015771925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.288437e-7,0.000014479949,0.00078218145,0.000006807429,0.0000019538754,3.5631754e-8,0.102036186,1.6043666e-7,0.0012524404,0.023106711,0.45915344,0.41364497],"study_design_scores_gemma":[0.000015775557,0.0000017265614,0.0013268219,0.000010845566,0.0000016112205,1.0450728e-7,0.0017094954,0.000010089916,0.00000429447,0.001162315,0.99572927,0.000027658734],"about_ca_topic_score_codex":0.0006034728,"about_ca_topic_score_gemma":0.00076187274,"teacher_disagreement_score":0.8308456,"about_ca_system_score_codex":0.000030439893,"about_ca_system_score_gemma":0.0000062336153,"threshold_uncertainty_score":0.99749386},"labels":[],"label_agreement":null},{"id":"W4236739771","doi":"10.31219/osf.io/s2ap8","title":"Are Experts (News)Worthy? Balance, Conflict, and Mass Media Coverage of Expert Consensus","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Novelty; Context (archaeology); Balance (ability); Political science; Public relations; Expert opinion; News media; Psychology; Social psychology; Law; History","score_opus":0.3782181791138993,"score_gpt":0.4323598060586002,"score_spread":0.05414162694470087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236739771","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46169907,0.008389835,0.0002604433,0.011090948,0.0023652543,0.0013091357,0.00033764265,0.0002410864,0.51430655],"genre_scores_gemma":[0.856429,0.1368213,0.00042265243,0.0014141558,0.00029060594,0.000053356838,0.00016266998,0.000023305096,0.004382947],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842757,0.0003128846,0.000346117,0.0003346353,0.00035743223,0.00022135905],"domain_scores_gemma":[0.9981448,0.00039312753,0.00045244183,0.0006682271,0.00020630716,0.00013509444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037091284,0.00019441401,0.00044135406,0.000094993215,0.00014795894,0.0000844205,0.00037713267,0.0004122151,0.002709675],"category_scores_gemma":[0.00024885836,0.00018713968,0.00009772005,0.000080816724,0.0004049485,0.000043209056,0.00036272788,0.00022770267,0.000034504017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024590368,0.00036931652,0.30506223,0.0006736591,0.00020079492,0.000018836652,0.4217149,0.000064523,0.0027850436,0.008885366,0.22536102,0.034618422],"study_design_scores_gemma":[0.0008238928,0.000020630116,0.021972546,0.00047157472,0.000024331282,0.000001755645,0.087238856,0.00046524036,0.00008107557,0.0009727685,0.88726455,0.0006627953],"about_ca_topic_score_codex":0.0032139914,"about_ca_topic_score_gemma":0.007883656,"teacher_disagreement_score":0.6619035,"about_ca_system_score_codex":0.000082527826,"about_ca_system_score_gemma":0.00011191207,"threshold_uncertainty_score":0.99820197},"labels":[],"label_agreement":null},{"id":"W4236880324","doi":"10.31234/osf.io/jvfp9","title":"Health psychology at the age of Anthropocene","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Anthropocene; Environmental ethics; Psychology; Sociology; Philosophy","score_opus":0.647286715426219,"score_gpt":0.5863944487145639,"score_spread":0.06089226671165504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236880324","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03542969,0.0010650406,0.00025322643,0.26394048,0.0013739318,0.00059436285,0.000046361645,0.00005847087,0.69723845],"genre_scores_gemma":[0.84933746,0.11934867,0.00025047443,0.013523563,0.00021534319,0.000022354494,0.00043406547,0.000014190371,0.01685387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988352,0.0005132208,0.0001984291,0.00015134602,0.00016257298,0.00013920004],"domain_scores_gemma":[0.998887,0.00008863602,0.00019138624,0.0007478235,0.000054126438,0.000030999898],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088299037,0.00006633523,0.00018695217,0.000032448927,0.00028097586,0.00001625585,0.00051523966,0.00016162195,0.00899572],"category_scores_gemma":[0.000031793657,0.000047115245,0.00007616303,0.000068910456,0.0005043609,0.000013671106,0.0004996628,0.00020429661,0.00025063986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006838187,0.0004559738,0.024883924,0.00044458456,0.00007720041,7.698e-7,0.23182337,0.00006103472,0.0004141515,0.024496814,0.5649751,0.1522987],"study_design_scores_gemma":[0.000116493444,0.000027823855,0.040198732,0.00005150873,0.000005206884,3.4952757e-7,0.0032732962,0.00001301242,0.000004638103,0.0014088193,0.95479697,0.00010312812],"about_ca_topic_score_codex":0.010686464,"about_ca_topic_score_gemma":0.056199238,"teacher_disagreement_score":0.8139078,"about_ca_system_score_codex":0.00013319583,"about_ca_system_score_gemma":0.0001196607,"threshold_uncertainty_score":0.99590147},"labels":[],"label_agreement":null},{"id":"W4237595422","doi":"10.1038/nj7265-831b","title":"Communicating science","year":2009,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.33706982965404997,"score_gpt":0.51501133499896,"score_spread":0.17794150534491004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237595422","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11816589,0.00067437015,0.0000063181997,0.043595288,0.00014102744,0.00008293354,0.0000011248856,0.00012419124,0.83720887],"genre_scores_gemma":[0.9931872,0.0011351323,0.00081385317,0.004352763,0.00008496083,9.743457e-7,0.000003967484,0.0000014154015,0.00041977264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943393,0.0000636047,0.000053176842,0.00007327447,0.00023834247,0.00013767871],"domain_scores_gemma":[0.9994407,0.000043313627,0.000028703633,0.00032228534,0.00010955025,0.000055399247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008023378,0.00002989888,0.00003629321,0.000048942657,0.0010739038,0.000080055506,0.0006580897,0.00025536973,0.00026219623],"category_scores_gemma":[0.00031869696,0.000028949404,0.000017098719,0.00046160878,0.0002690541,0.00018203506,0.000040582276,0.000785975,0.000051180486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057906745,0.000080134094,0.001350144,0.0000019828587,0.0000011022414,4.1670867e-7,0.06735156,9.946455e-7,0.010543595,0.4564434,0.0055805785,0.4586403],"study_design_scores_gemma":[0.000108399734,0.000016816757,0.043912306,0.000022523996,0.0000023138516,6.9808607e-7,0.008041569,0.00007160515,0.00012714937,0.00609464,0.9414874,0.000114592345],"about_ca_topic_score_codex":0.0000724048,"about_ca_topic_score_gemma":0.00038420557,"teacher_disagreement_score":0.9359068,"about_ca_system_score_codex":0.00007775839,"about_ca_system_score_gemma":0.00006272056,"threshold_uncertainty_score":0.8259708},"labels":[],"label_agreement":null},{"id":"W4238065971","doi":"10.32920/ryerson.14661321.v1","title":"Anthropogenic climate change coverage in two Canadian newspapers : the Toronto Star and the Globe and Mail, from 1988-2007","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Newspaper; Globe; Climate change; Salience (neuroscience); Government (linguistics); Scope (computer science); Political science; News media; Public opinion; Global warming; Geography; Public relations; Media studies; Sociology; Psychology; Politics; Computer science","score_opus":0.20290985229015013,"score_gpt":0.41029867329329395,"score_spread":0.20738882100314382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238065971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7539456,0.027973406,0.0000044883823,0.065911815,0.001058743,0.0016968546,0.00045982422,0.000057277863,0.14889202],"genre_scores_gemma":[0.6963642,0.2998083,0.00004993832,0.003057925,0.0003306766,0.00007587339,0.00016303096,0.000011252807,0.000138791],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979967,0.0008392084,0.0002264659,0.00034008818,0.0002227072,0.00037483513],"domain_scores_gemma":[0.99875903,0.00031249167,0.00009612596,0.0005926874,0.000052799223,0.0001868405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012411539,0.00018393771,0.00026037352,0.00003216119,0.0008726929,0.00050068594,0.0004602267,0.0001743303,0.008339152],"category_scores_gemma":[0.00006767414,0.00012337352,0.00006755591,0.00009087017,0.0006802864,0.0001755228,0.0006460206,0.00034011554,0.000010065323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001638525,0.00007035593,0.0489961,0.0000732746,0.000110642315,0.000017660343,0.78671265,0.00000701256,0.000021366557,0.022990344,0.001565433,0.13927129],"study_design_scores_gemma":[0.0019919479,0.000016506412,0.30701527,0.00027486187,0.00011163374,0.0000024541914,0.4670655,0.00094874576,0.0000012517987,0.002288138,0.21959257,0.00069111824],"about_ca_topic_score_codex":0.9915288,"about_ca_topic_score_gemma":0.99965525,"teacher_disagreement_score":0.31964716,"about_ca_system_score_codex":0.00055933284,"about_ca_system_score_gemma":0.00022030825,"threshold_uncertainty_score":0.99256736},"labels":[],"label_agreement":null},{"id":"W4238090688","doi":"10.31234/osf.io/smdyp","title":"Imagining a Sustainable World: Measuring Cognitive Alternatives to the Environmental Status Quo","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Status quo; Identification (biology); Scale (ratio); Identity (music); Psychology; Environmentalism; Legitimacy; Social psychology; Environmental resource management; Political science; Economics; Ecology; Geography","score_opus":0.3681105324978363,"score_gpt":0.446158094355904,"score_spread":0.07804756185806766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238090688","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20605569,0.0007984957,0.0013436632,0.013455405,0.0006924213,0.002241956,0.00011009748,0.00016652033,0.77513576],"genre_scores_gemma":[0.9429636,0.003025335,0.00015038069,0.00081013987,0.00024768553,0.00013773337,0.000100592035,0.000018543047,0.052546017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981093,0.0004855817,0.00018278134,0.00032180233,0.00043562072,0.00046493593],"domain_scores_gemma":[0.99897164,0.00029624524,0.0001261143,0.00039524707,0.000079011406,0.0001317502],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009857308,0.00016371005,0.00016690737,0.00016762275,0.0006765213,0.00035262376,0.00058969215,0.00007080584,0.0035365515],"category_scores_gemma":[0.000175346,0.00013501811,0.000087908054,0.00014881132,0.00018971156,0.0001514808,0.00140394,0.0004488687,0.0006095462],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071623894,0.00015470141,0.028010495,0.000077334735,0.00010765601,0.00000446311,0.91064835,0.00038594642,0.00009521103,0.00868819,0.0021732652,0.049582798],"study_design_scores_gemma":[0.00022031291,0.000015628315,0.020116048,0.00016595625,0.000031990592,2.3242917e-7,0.5813462,0.00023130569,0.000034592656,0.0007721482,0.39671165,0.0003539002],"about_ca_topic_score_codex":0.013552369,"about_ca_topic_score_gemma":0.013889542,"teacher_disagreement_score":0.7369079,"about_ca_system_score_codex":0.00063387706,"about_ca_system_score_gemma":0.00015055912,"threshold_uncertainty_score":0.99737436},"labels":[],"label_agreement":null},{"id":"W4238645971","doi":"10.11647/obp.0193.01","title":"Introduction","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Scope (computer science); Politics; Environmental ethics; Humanity; Earth system science; Geography; Political science; History; Ecology; Law; Computer science; Philosophy","score_opus":0.43724908324248474,"score_gpt":0.4205963678666337,"score_spread":0.016652715375851057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238645971","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.5106473e-7,0.00027052796,0.000004309981,0.14112504,0.0007573393,0.0005188899,0.000013380081,0.00009883599,0.85721135],"genre_scores_gemma":[0.00002932988,0.0035483881,0.00011660589,0.00418097,0.0026344138,0.000025235859,0.0005479774,0.000042149408,0.9888749],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987862,0.000084368454,0.00022806939,0.00037458976,0.00035351576,0.00017326785],"domain_scores_gemma":[0.9988565,0.000039689497,0.00020200959,0.0005331948,0.00017038854,0.00019824503],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005879556,0.00016580455,0.00023676563,0.00008182207,0.0005206646,0.002514628,0.0013905525,0.00032188022,0.11779602],"category_scores_gemma":[0.00015152383,0.00018748478,0.00009546013,0.00005879097,0.0002477841,0.002474531,0.00043669908,0.00041124588,0.0029392561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007964999,0.0000042421325,0.000001037076,0.000004400529,0.000012336294,6.2373823e-7,0.0022944598,1.1107851e-7,0.0000020568432,0.26609072,0.7143813,0.01720078],"study_design_scores_gemma":[0.00010302111,0.000016320015,0.0000042994957,0.00002342515,0.000020264531,4.1615644e-7,0.0013376109,0.0000013906614,3.547535e-7,0.006470607,0.9918079,0.00021442372],"about_ca_topic_score_codex":0.0008047167,"about_ca_topic_score_gemma":0.0024656402,"teacher_disagreement_score":0.2774266,"about_ca_system_score_codex":0.00033688542,"about_ca_system_score_gemma":0.0002894921,"threshold_uncertainty_score":0.99852085},"labels":[],"label_agreement":null},{"id":"W4239058793","doi":"10.1017/9781108526104.004","title":"Communicating Science Visually","year":2021,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Row; Raw data; Computer science; Data science; Information retrieval; Database; Programming language","score_opus":0.33274716579386926,"score_gpt":0.37614786923474686,"score_spread":0.0434007034408776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239058793","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024220694,0.00023117661,0.000030242805,0.00018991261,0.00018807597,0.000245937,0.000056997647,0.00016284353,0.9986526],"genre_scores_gemma":[0.0028544099,0.0049944785,0.00020084734,0.00015407463,0.00012417453,6.1788734e-7,0.000076326796,0.000023575376,0.9915715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984792,0.00015606445,0.0001667447,0.00036717017,0.00051887933,0.0003119544],"domain_scores_gemma":[0.9977852,0.00015377744,0.00022388401,0.0010622966,0.0005495562,0.00022525291],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006661114,0.00019206079,0.00024564363,0.00018890799,0.0021116168,0.00019646628,0.0017047834,0.00027009874,0.00009293921],"category_scores_gemma":[0.00007675687,0.00026086147,0.00014185629,0.000035080855,0.0020547193,0.00017780672,0.0011585527,0.0005030965,0.00003464119],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006976887,0.0000084176,0.0000021365704,0.000016428054,0.000013641952,0.000016376633,0.0020995208,1.626448e-7,0.00014442157,0.9889506,0.0030522405,0.0056890603],"study_design_scores_gemma":[0.00014060388,0.000010055905,0.000016620768,0.0001838669,0.00004471808,0.000002326433,0.0023225823,0.000019474472,0.000027052023,0.000008845133,0.99694484,0.0002789795],"about_ca_topic_score_codex":0.0011326645,"about_ca_topic_score_gemma":0.0003131119,"teacher_disagreement_score":0.9938926,"about_ca_system_score_codex":0.0006395267,"about_ca_system_score_gemma":0.0006307853,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W4239109852","doi":"10.3410/f.1010229.240494","title":"Faculty Opinions recommendation of Do the print media \"hype\" genetic research? A comparison of newspaper stories and peer-reviewed research papers.","year":2004,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Genome Prairie; Fondation pour la Recherche Médicale; University of Alberta; Stem Cell Network","keywords":"Newspaper; Framing (construction); Political science; History; Law","score_opus":0.48813327794341793,"score_gpt":0.5669387487456403,"score_spread":0.07880547080222239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239109852","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005871738,0.0056227734,0.0000016963969,0.3256226,0.00040717603,0.0016138426,0.6662851,0.00001544136,0.0004254893],"genre_scores_gemma":[0.00022114033,0.023355223,0.00036119833,0.0007692854,0.00035340677,0.00032837724,0.97389907,0.0000202761,0.0006920505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9884059,0.004581977,0.0017040878,0.00058782805,0.00421388,0.00050631823],"domain_scores_gemma":[0.9788596,0.0014150578,0.0012432876,0.0019880119,0.01616193,0.0003321269],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012392686,0.00034512574,0.00092389184,0.00047379974,0.0012540579,0.00026663954,0.0027565458,0.0007036853,0.0011438463],"category_scores_gemma":[0.033155724,0.00020899023,0.00036351258,0.0035056905,0.003064944,0.00024423393,0.001089684,0.002061491,0.00003258772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013055234,0.00032046402,0.00002771559,0.003413305,0.00004935324,4.9768477e-8,0.0123860575,8.489989e-8,0.0000033163155,0.0018527694,0.96925163,0.012682173],"study_design_scores_gemma":[0.00033913084,0.00010335805,0.004345013,0.008284508,0.00007602748,0.000003335386,0.0045191133,0.0000017366231,0.0000032032674,0.00016513489,0.98196995,0.00018950306],"about_ca_topic_score_codex":0.0014607878,"about_ca_topic_score_gemma":0.0011113263,"teacher_disagreement_score":0.3248533,"about_ca_system_score_codex":0.00031910924,"about_ca_system_score_gemma":0.0011353167,"threshold_uncertainty_score":0.9997693},"labels":[],"label_agreement":null},{"id":"W4239390296","doi":"10.1007/bf03404556","title":"A Retrospective Study of the Accuracy of Cancer Information in Ontario Daily Newspapers","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Newspaper; Context (archaeology); Cancer; Medicine; Public health; Mass media; Family medicine; Advertising; History; Internal medicine; Pathology; Business","score_opus":0.4237179841301641,"score_gpt":0.42410157038080887,"score_spread":0.00038358625064477403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239390296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9701692,0.00014823483,0.0000015926764,0.02274975,0.00020777892,0.00021150436,0.000007945258,0.0000011113834,0.0065028835],"genre_scores_gemma":[0.99873203,0.0005576363,0.000010375408,0.0005509255,0.000026168836,0.0000023735415,7.9768324e-7,0.000001823287,0.00011788502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987483,0.00036098453,0.00043498425,0.000031285093,0.00023464221,0.00018980504],"domain_scores_gemma":[0.99859136,0.00003617944,0.00061154045,0.00013752076,0.00031868462,0.00030470733],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015381977,0.0000380432,0.00014105873,0.0002416691,0.00020670143,0.00003560176,0.00032156307,0.000034670367,0.0015347729],"category_scores_gemma":[0.0006733754,0.000030827883,0.000035488163,0.00045899308,0.000095472824,0.0005144152,0.000009456451,0.00023284003,0.0000012835268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.857555e-7,0.000027153215,0.5692894,0.000003520782,0.0000046586338,1.05759135e-7,0.41271663,0.0000075764597,5.2664893e-7,0.00028213,0.00074889755,0.016918514],"study_design_scores_gemma":[0.00028152802,0.000071193805,0.8271104,0.000033309716,0.0000018323185,4.9678965e-7,0.11173885,0.00001010114,7.630941e-8,0.000024893343,0.060703788,0.000023510513],"about_ca_topic_score_codex":0.9685775,"about_ca_topic_score_gemma":0.9996809,"teacher_disagreement_score":0.30097777,"about_ca_system_score_codex":0.002506509,"about_ca_system_score_gemma":0.004904602,"threshold_uncertainty_score":0.99937797},"labels":[],"label_agreement":null},{"id":"W4239650962","doi":"10.3410/f.12600956.13839054","title":"Faculty Opinions recommendation of Implications of Goodhart's Law for monitoring global biodiversity loss.","year":2011,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biodiversity; Business; Biology; Ecology","score_opus":0.31306263277631285,"score_gpt":0.47417639775339254,"score_spread":0.1611137649770797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239650962","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017750027,0.0004550692,0.0000266647,0.15895598,0.000760853,0.0014028806,0.83782583,0.000033135384,0.0005377853],"genre_scores_gemma":[0.000053773565,0.0021970307,0.00066205126,0.0012774018,0.00021826911,0.00020950213,0.9952307,0.000007947162,0.00014334837],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966066,0.0005508258,0.0012333799,0.00044108115,0.0008559769,0.0003121453],"domain_scores_gemma":[0.9891592,0.00020711668,0.0018055878,0.0013442248,0.0072341994,0.00024966768],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017338541,0.00031724334,0.000683845,0.00017464539,0.0007006635,0.000081451784,0.00209437,0.0006601734,0.0006281868],"category_scores_gemma":[0.0033293008,0.00025002548,0.0006387965,0.0016365983,0.0009265519,0.00039225045,0.00046157432,0.00043411952,0.000036328038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012606119,0.00034713716,0.00009962495,0.002568696,0.000071742295,1.2632558e-8,0.0008387636,1.9902119e-8,0.0000012505997,0.003778939,0.99041474,0.0018664743],"study_design_scores_gemma":[0.000382595,0.000064963744,0.0040978584,0.002911613,0.00018232524,0.0000022937036,0.0003507788,2.9405436e-7,0.00000990214,0.00019243386,0.99158883,0.00021611968],"about_ca_topic_score_codex":0.0013828888,"about_ca_topic_score_gemma":0.00027993036,"teacher_disagreement_score":0.15767857,"about_ca_system_score_codex":0.00024516135,"about_ca_system_score_gemma":0.0004446873,"threshold_uncertainty_score":0.9999952},"labels":[],"label_agreement":null},{"id":"W4239658433","doi":"10.2316/p.2012.750-037","title":"Quality of Social Tags in the Context of Science Centers and Museums","year":2012,"lang":"en","type":"article","venue":"Technology for Education and Learning","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Quality (philosophy); Computer science; World Wide Web; History","score_opus":0.3047584380851727,"score_gpt":0.5087877591506798,"score_spread":0.20402932106550703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239658433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906859,0.00022660232,0.000018592216,0.0065548695,0.000058087215,0.00011046095,7.221509e-7,0.00001040586,0.0023343766],"genre_scores_gemma":[0.9994658,0.0002366335,0.00013228273,0.00008802886,0.000016518023,0.000015006865,0.0000025346799,0.0000011823549,0.000041991956],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9996194,0.00009084026,0.00009813212,0.00004568465,0.00006003867,0.00008588481],"domain_scores_gemma":[0.99966884,0.00011159662,0.000095523224,0.000052168074,0.000059822538,0.000012039372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018384097,0.000022001073,0.000057126203,0.00012814073,0.00036247008,0.000006555566,0.0001074016,0.00004733726,0.000017053977],"category_scores_gemma":[0.00047172562,0.00001896178,0.00000918425,0.0002598331,0.0011737727,0.000084227046,0.00002060673,0.00008572244,3.0637375e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061750225,0.00009114391,0.19793344,0.000020180603,0.0000011373083,7.7172724e-10,0.36391416,2.5443414e-8,0.0036976428,0.2744642,0.000038185666,0.15983374],"study_design_scores_gemma":[0.00011078562,0.0000150590995,0.24343613,0.000008009932,0.0000021193737,2.4293666e-7,0.72424084,0.0000040944287,0.00007089689,0.00053610606,0.031547725,0.000028014845],"about_ca_topic_score_codex":0.00042160187,"about_ca_topic_score_gemma":0.0003384764,"teacher_disagreement_score":0.36032668,"about_ca_system_score_codex":0.000018601624,"about_ca_system_score_gemma":0.000048034388,"threshold_uncertainty_score":0.43248147},"labels":[],"label_agreement":null},{"id":"W4239804179","doi":"10.21203/rs.3.rs-40333/v1","title":"Public perceptions of Lyme disease and climate change in southern Manitoba, Canada: Making a case for strategic decoupling of climate and health messages","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Climate change; Lyme disease; Public health; Risk perception; Focus group; Vulnerability (computing); Perception; Psychological resilience; Geography; Public engagement; Climate risk; Environmental planning; Environmental health; Psychology; Environmental resource management; Political science; Medicine; Social psychology; Public relations; Sociology; Ecology; Biology","score_opus":0.7439849440100359,"score_gpt":0.5436661517593192,"score_spread":0.2003187922507167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239804179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745256,0.0035944171,0.000008044402,0.016146,0.000048708058,0.002058892,0.0032016123,0.000024791188,0.0003919354],"genre_scores_gemma":[0.94621575,0.052921157,0.00011549064,0.00005675147,0.000105828476,0.0003410905,0.00021873614,0.00002223553,0.0000029689718],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9974524,0.0006550663,0.00042953988,0.00037634157,0.00050103414,0.00058565626],"domain_scores_gemma":[0.9983533,0.00035778212,0.00023941687,0.0003344894,0.00037526604,0.00033972255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031028695,0.00014887229,0.00036857906,0.0003062302,0.0007086815,0.00014214209,0.0002721484,0.00013358446,0.00009722558],"category_scores_gemma":[0.00021410432,0.00016001533,0.000060084585,0.00030959773,0.00032720494,0.00009988408,0.00072824216,0.00044090912,7.5226706e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002720648,0.00038933556,0.60363126,0.030765133,0.0000674482,0.00013567688,0.27578986,0.0000406294,0.000065857064,0.02350034,0.00008904816,0.065253355],"study_design_scores_gemma":[0.0007024813,0.00013529128,0.20448394,0.0033037385,0.00003410496,0.000005973572,0.77747273,0.010134624,3.5463282e-7,0.0031008702,0.00024506138,0.00038080628],"about_ca_topic_score_codex":0.64513266,"about_ca_topic_score_gemma":0.98881507,"teacher_disagreement_score":0.5016829,"about_ca_system_score_codex":0.00045747298,"about_ca_system_score_gemma":0.0012556285,"threshold_uncertainty_score":0.6525236},"labels":[],"label_agreement":null},{"id":"W4240256146","doi":"10.31219/osf.io/qkd57","title":"Anti-Intellectualism, Populism, and Motivated Resistance to Expert Consensus","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Forces College; University of Toronto","funders":"","keywords":"Intellectualism; Ideology; Elite; Populism; Opposition (politics); Rhetoric; Politics; Political science; Salient; Mainstream; Social psychology; Sociology; Social science; Epistemology; Psychology; Law","score_opus":0.4444117288864595,"score_gpt":0.4598430458961345,"score_spread":0.015431317009674983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240256146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5749514,0.0016268765,0.00031142254,0.059689626,0.0013056003,0.001392039,0.00008051278,0.00044351208,0.360199],"genre_scores_gemma":[0.94476765,0.013306942,0.0015131909,0.0031909484,0.00021174843,0.00003889053,0.00010491726,0.000027351496,0.036838338],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840516,0.00039305858,0.00025712227,0.00041147272,0.0002730519,0.00026013178],"domain_scores_gemma":[0.99859047,0.0002916946,0.00009962092,0.000641985,0.00020078641,0.00017546794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053000153,0.00018112911,0.00030574584,0.0001314531,0.00039243832,0.0001993613,0.00042291344,0.00032207894,0.0022503007],"category_scores_gemma":[0.0005017096,0.00018180964,0.00006157504,0.0001854509,0.0001969753,0.000030232512,0.00058872666,0.0002918672,0.0002510813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001416026,0.00015236871,0.002711746,0.0001982842,0.00006888066,0.000004806306,0.526038,0.000038562837,0.002596529,0.020736843,0.4389042,0.008408184],"study_design_scores_gemma":[0.00022142334,0.00001594115,0.0041147843,0.00031210508,0.0000119435545,6.8708914e-7,0.028650677,0.000093599825,0.0001365032,0.0013593385,0.9645335,0.0005494876],"about_ca_topic_score_codex":0.0059872535,"about_ca_topic_score_gemma":0.015713194,"teacher_disagreement_score":0.52562934,"about_ca_system_score_codex":0.00015054512,"about_ca_system_score_gemma":0.000119412114,"threshold_uncertainty_score":0.99866176},"labels":[],"label_agreement":null},{"id":"W4241452032","doi":"10.32920/ryerson.14646687","title":"The Rhetoric of Climate Change Communications: An Analysis of Articles from the New York Times and Fox News over a 25 Year Period","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rhetorical question; Metaphor; Simile; Rhetoric; Period (music); Rhetorical device; Framing (construction); Conceptual metaphor; Natural (archaeology); Literature; History; Media studies; Sociology; Aesthetics; Art; Linguistics; Philosophy; Archaeology","score_opus":0.41752797150588333,"score_gpt":0.43833494417988245,"score_spread":0.020806972673999113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241452032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90901977,0.02909478,0.00005822804,0.03484969,0.00024077749,0.0008857104,0.00030760583,0.000077893215,0.02546555],"genre_scores_gemma":[0.8307772,0.167873,0.0006493156,0.0001775324,0.00007785704,0.000035157067,0.00023363602,0.00000760486,0.00016868877],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982866,0.00081651146,0.0003301721,0.00017790114,0.00025469164,0.00013414834],"domain_scores_gemma":[0.9970441,0.0006137977,0.00031688804,0.0018371206,0.0001321925,0.000055889566],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075737573,0.000103670674,0.00028303245,0.00006644714,0.00052647264,0.00021919132,0.0010495449,0.00013485653,0.0014031876],"category_scores_gemma":[0.00012878112,0.000068477966,0.00016522114,0.00051676674,0.00043502275,0.000095153926,0.0009982919,0.00018585492,0.00000354728],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003858159,0.0002321973,0.09891988,0.000031435742,0.0007592047,1.15030915e-7,0.66482526,0.000010762468,0.00018456017,0.043210052,0.00079372386,0.19099425],"study_design_scores_gemma":[0.00026420277,0.000028227027,0.51701313,0.00017246057,0.0013312574,9.362431e-8,0.42515036,0.00556905,0.0000122975625,0.00271509,0.04746167,0.00028212223],"about_ca_topic_score_codex":0.06979391,"about_ca_topic_score_gemma":0.34066638,"teacher_disagreement_score":0.41809326,"about_ca_system_score_codex":0.00004423189,"about_ca_system_score_gemma":0.00008510659,"threshold_uncertainty_score":0.9995097},"labels":[],"label_agreement":null},{"id":"W4241520361","doi":"10.1515/9780822376064-009","title":"Appendix. A Decade of Climate Change","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Environmental science; Climatology; History; Geography; Geology; Oceanography","score_opus":0.5273307431989126,"score_gpt":0.4389441402840568,"score_spread":0.08838660291485578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241520361","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000816036,0.0004016963,0.0000066612506,0.005540203,0.0001364693,0.00032528918,0.000093883886,0.000100828125,0.9933868],"genre_scores_gemma":[0.010822235,0.40886655,0.0005378221,0.0037935171,0.0017059493,0.00005391094,0.00089345174,0.00009913569,0.5732274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999125,0.00004067168,0.00023356688,0.00017024195,0.00027873507,0.00015177151],"domain_scores_gemma":[0.99927473,0.000062371684,0.00019609943,0.00027968214,0.00007689439,0.00011019892],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023710364,0.00012903716,0.00024282996,0.00008027198,0.00017183796,0.000023024635,0.00035870814,0.00027929325,0.03008932],"category_scores_gemma":[0.000024507515,0.0001312471,0.00013207474,0.000037573634,0.0001948615,0.0000761739,0.00015617456,0.00018453746,0.002680647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008313776,0.000007526535,0.000025909048,0.000049296752,0.000008980128,8.337286e-7,0.011856456,8.659051e-9,0.000008270966,0.92789143,0.0019942657,0.058148682],"study_design_scores_gemma":[0.00007183381,0.000020589996,0.000040657796,0.00010922994,0.000022566659,2.4517553e-7,0.0011549892,0.000004878684,0.0000017034307,0.005776406,0.9926473,0.00014958585],"about_ca_topic_score_codex":0.00041821477,"about_ca_topic_score_gemma":0.0044170194,"teacher_disagreement_score":0.99065304,"about_ca_system_score_codex":0.00005887847,"about_ca_system_score_gemma":0.00003312302,"threshold_uncertainty_score":0.99809587},"labels":[],"label_agreement":null},{"id":"W4241889718","doi":"10.11647/obp.0193.26","title":"Media","year":2020,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Oil Sands Technology and Research Authority; University of British Columbia","funders":"","keywords":"Globe; Newspaper; Geography; Media studies; Headline; Climate change; Citizen journalism; Political science; History; Advertising; Sociology; Geology; Psychology; Law","score_opus":0.5915265585544376,"score_gpt":0.44061152130290476,"score_spread":0.15091503725153282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241889718","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.5111356e-7,0.0005190964,0.0000020507136,0.040067967,0.00055888813,0.0005242019,0.000036484955,0.00010382637,0.9581871],"genre_scores_gemma":[0.000062237734,0.0052651633,0.00013393501,0.0072690095,0.00063138583,0.000026154878,0.00057529367,0.00004989461,0.98598695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986981,0.00008550482,0.00023803927,0.00032620243,0.00045056833,0.00020155977],"domain_scores_gemma":[0.9986853,0.00015079626,0.00019219353,0.0005215558,0.00014822329,0.00030191932],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00060620595,0.00018158519,0.00029052113,0.00007779139,0.00045404627,0.0025712985,0.0021315664,0.0003812008,0.100893565],"category_scores_gemma":[0.0002481973,0.00019892986,0.00011705054,0.000053411917,0.00030909394,0.0020002467,0.0006302634,0.00042280066,0.0028753115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064240685,0.000004165181,0.00000253804,0.000004329183,0.000013680907,0.000002070453,0.0075677647,2.9284795e-8,7.09326e-7,0.3467042,0.62638795,0.019306092],"study_design_scores_gemma":[0.00012840689,0.000009176249,0.000009221982,0.000051738592,0.000019737354,2.3702314e-7,0.0021092207,9.5280075e-7,1.4349229e-7,0.009778,0.98765606,0.00023712072],"about_ca_topic_score_codex":0.0011401719,"about_ca_topic_score_gemma":0.008067302,"teacher_disagreement_score":0.36126807,"about_ca_system_score_codex":0.0002511389,"about_ca_system_score_gemma":0.0004143698,"threshold_uncertainty_score":0.9984641},"labels":[],"label_agreement":null},{"id":"W4242183161","doi":"10.1029/2015eo038047","title":"Climate Woes Real, Say Most in U.S., Canada, but Differ on Cause","year":2015,"lang":"en","type":"article","venue":"Eos","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Climatology; Meteorology; Geography; Geology","score_opus":0.4716859502087314,"score_gpt":0.4308465187910566,"score_spread":0.040839431417674765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242183161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8866047,0.00003253702,3.7792594e-7,0.005634815,0.00022897155,0.00010870211,0.00003145729,0.000026982985,0.10733143],"genre_scores_gemma":[0.9951277,0.0027067545,0.000010921122,0.0008733167,0.00009778167,0.000015134624,0.00003380968,0.0000062919885,0.0011282836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920285,0.00016913142,0.000107837026,0.000094535026,0.0002247791,0.0002008741],"domain_scores_gemma":[0.9995249,0.00007823944,0.000024752304,0.00021102467,0.000041039824,0.00012004718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031067623,0.000055014134,0.00007735006,0.00003598296,0.00014481926,0.000029393757,0.0001709972,0.00004148388,0.00037358157],"category_scores_gemma":[0.00009998174,0.000051612213,0.000011363819,0.00013829653,0.00004382393,0.00006202258,0.000038183247,0.00009040268,0.000114757815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014802122,0.00031819986,0.56061745,0.00002866912,0.000015153222,0.00004549271,0.15722507,0.000047527865,0.00089522975,0.014920229,0.15934092,0.10639807],"study_design_scores_gemma":[0.00067533663,0.00005517814,0.57738245,0.00008906861,0.000009182494,8.354633e-7,0.076963395,0.000247888,0.000097905126,0.0004205462,0.34366688,0.0003913334],"about_ca_topic_score_codex":0.9608907,"about_ca_topic_score_gemma":0.99872327,"teacher_disagreement_score":0.18432596,"about_ca_system_score_codex":0.00066560216,"about_ca_system_score_gemma":0.00031131072,"threshold_uncertainty_score":0.40904564},"labels":[],"label_agreement":null},{"id":"W4243042042","doi":"10.31234/osf.io/2vuhb","title":"Is research in social psychology politically biased? Systematic empirical tests and a forecasting survey to address the controversy","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Conservatism; Positive economics; Politics; Field (mathematics); Empirical research; Explanatory power; Sample (material); Psychology; Social science; Social psychology; Political science; Sociology; Epistemology; Economics; Law","score_opus":0.9255402400903245,"score_gpt":0.6652197998822321,"score_spread":0.2603204402080924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243042042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6947154,0.00022985486,0.00007523018,0.12700164,0.00052070484,0.0039036511,0.00019479664,0.00008912734,0.17326963],"genre_scores_gemma":[0.9941496,0.00031370178,0.00008294321,0.004176958,0.0004528954,0.00024228776,0.000028664766,0.000014366305,0.0005385445],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9906978,0.007277753,0.0004897836,0.00040981465,0.0005798667,0.00054497615],"domain_scores_gemma":[0.99251586,0.0060795685,0.00011421128,0.0005172117,0.000613878,0.00015925177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0147388205,0.00013945522,0.00041016235,0.00025244078,0.00089044834,0.00030579005,0.00079067977,0.0004138615,0.0005224616],"category_scores_gemma":[0.006014636,0.000104282706,0.00006294857,0.00048521216,0.0008348202,0.00004065776,0.00094269187,0.0007062597,0.00009806393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004928205,0.0006678786,0.26063973,0.007900306,0.00014841529,0.000013326385,0.54177,0.000001677181,0.00006728247,0.021932725,0.15978079,0.00658504],"study_design_scores_gemma":[0.00089790445,0.00016134931,0.935197,0.0034587223,0.000032182787,0.000004900608,0.036457323,0.00076689554,0.0000010951801,0.01695634,0.0054674638,0.000598804],"about_ca_topic_score_codex":0.020094266,"about_ca_topic_score_gemma":0.1547545,"teacher_disagreement_score":0.67455727,"about_ca_system_score_codex":0.00024003294,"about_ca_system_score_gemma":0.0002207172,"threshold_uncertainty_score":0.986431},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["metaresearch"],"domain":"methods","study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W4244991179","doi":"10.1017/cbo9781316544389","title":"In Defense of Pluralism","year":2016,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Optimism; Pluralism (philosophy); Democracy; Depiction; Political science; Diversity (politics); Making-of; Policy making; Political economy; Sociology; Positive economics; Environmental ethics; Public administration; Law; Epistemology; Economics; Psychology; Social psychology; Politics; Art; Management; Philosophy; Literature","score_opus":0.2107728987611285,"score_gpt":0.3378031098824026,"score_spread":0.12703021112127408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244991179","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003475382,0.00007243246,0.000009261848,0.0001940948,0.00016765221,0.00023537483,0.00017342003,0.000036446338,0.9987638],"genre_scores_gemma":[0.0010729615,0.0025317424,0.000013715595,0.00006326683,0.000110842695,5.7673975e-7,0.000031757736,0.000011411457,0.9961637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909294,0.00022603654,0.00013900708,0.0001709153,0.00019798618,0.00017310501],"domain_scores_gemma":[0.9991109,0.00014141614,0.00017637368,0.00036616056,0.0001265897,0.0000785614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023060727,0.00011501555,0.00021941702,0.00017893568,0.00013458282,0.000011635385,0.0005056124,0.00030264148,0.0000533802],"category_scores_gemma":[0.000027489205,0.00012761157,0.00010494117,0.000016723754,0.00045690645,0.00009355383,0.00018018947,0.00017835938,0.00002012203],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000335203,0.000009855243,0.000009126175,0.000030409816,0.00001062727,0.000014536199,0.0032780396,5.989304e-8,0.000025381714,0.8679682,0.12725355,0.0013666761],"study_design_scores_gemma":[0.00029896107,0.000007994603,0.000027315107,0.00018788986,0.000019982028,3.7367718e-7,0.00056233065,8.1206286e-7,0.000010234033,0.00003061952,0.9987099,0.00014357817],"about_ca_topic_score_codex":0.0022717335,"about_ca_topic_score_gemma":0.0005262169,"teacher_disagreement_score":0.8714564,"about_ca_system_score_codex":0.0004983739,"about_ca_system_score_gemma":0.00025472807,"threshold_uncertainty_score":0.52038485},"labels":[],"label_agreement":null},{"id":"W4246063356","doi":"10.11647/obp.0096.01","title":"1. Introduction","year":2016,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.37427847929988933,"score_gpt":0.42135032679693507,"score_spread":0.04707184749704574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246063356","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.943467e-7,0.00027631078,0.00000665073,0.08793599,0.0010942062,0.00051337754,0.000018261024,0.000088486886,0.9100661],"genre_scores_gemma":[0.000017781735,0.00555679,0.00005952935,0.001468133,0.0027755033,0.00003112617,0.00016591416,0.000041356845,0.98988384],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987571,0.000088266504,0.00022890577,0.00035343124,0.00034752773,0.0002247235],"domain_scores_gemma":[0.9986231,0.000061399296,0.00022213206,0.00071387796,0.0002262094,0.00015332345],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009340472,0.00016766561,0.00021597372,0.00012283263,0.0005642837,0.001930351,0.0013716165,0.0003719452,0.19618963],"category_scores_gemma":[0.00012250201,0.0001538659,0.00009274441,0.000035783025,0.0003400961,0.0031346045,0.00037597353,0.00025075645,0.0037830712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064241035,0.0000040816003,0.0000013693498,0.000002348495,0.00001021349,2.9392095e-7,0.0009899699,1.5109011e-8,0.0000030096244,0.3372013,0.6104153,0.051365733],"study_design_scores_gemma":[0.00013219863,0.000011794765,0.0000054629777,0.000052307914,0.000014629788,5.3086285e-7,0.0005155425,1.373863e-7,4.6201856e-7,0.01328371,0.9857641,0.00021915992],"about_ca_topic_score_codex":0.0004315997,"about_ca_topic_score_gemma":0.0027473138,"teacher_disagreement_score":0.3753488,"about_ca_system_score_codex":0.00048245545,"about_ca_system_score_gemma":0.00027437572,"threshold_uncertainty_score":0.99910575},"labels":[],"label_agreement":null},{"id":"W4246075007","doi":"10.1163/9789004322714_cclc_2015-0024-001","title":"Canadian public opinion about climate change","year":2018,"lang":"en","type":"dataset","venue":"Climate Change and Law Collection","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Public opinion; Political science; Geography; Geology; Law; Oceanography; Politics","score_opus":0.46126256046254627,"score_gpt":0.42398292447038555,"score_spread":0.03727963599216072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246075007","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002402824,0.0022943604,1.8205775e-7,0.009646118,0.004291267,0.0016621896,0.9606984,0.00019006494,0.020977136],"genre_scores_gemma":[0.00060101727,0.35900265,0.000008043217,0.0025201393,0.0042759986,0.0007029775,0.6327372,0.000034220906,0.000117729],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968769,0.0005312404,0.00041025682,0.00060999225,0.00040186872,0.0011697223],"domain_scores_gemma":[0.99790287,0.00009043114,0.00032776283,0.0006740884,0.00033820688,0.0006666276],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012454458,0.00040893225,0.00043916187,0.0006491652,0.005841953,0.0007213681,0.000489948,0.0009550043,0.0033592787],"category_scores_gemma":[0.00008103345,0.0004525409,0.00012723928,0.0008775505,0.0004965566,0.00075031316,0.0002474451,0.0004376697,0.00050421443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018157094,0.000057325025,0.00012043318,0.00023075916,0.0000146203,0.0000026720463,0.0053848973,2.2262594e-9,9.162136e-7,0.0034971898,0.98734266,0.0033303539],"study_design_scores_gemma":[0.0002778984,0.00012504426,0.0004972976,0.00034155653,0.000048438957,0.0000075493917,0.001611285,0.000013338125,3.8775013e-7,0.00011483486,0.9964713,0.00049110997],"about_ca_topic_score_codex":0.5557188,"about_ca_topic_score_gemma":0.97877735,"teacher_disagreement_score":0.42305854,"about_ca_system_score_codex":0.0010545325,"about_ca_system_score_gemma":0.00018254611,"threshold_uncertainty_score":0.99979264},"labels":[],"label_agreement":null},{"id":"W4246165239","doi":"10.31235/osf.io/hy9wt","title":"“There’s Always Winners and Losers”: Traditional Masculinity, Resource Dependence, and Post-Disaster Environmental Complacency","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Environmentalism; Flood myth; Blame; Climate change; Reflexivity; Political science; Sociology; Geography; Psychology; Social science; Social psychology","score_opus":0.33461860544353633,"score_gpt":0.3734189459996799,"score_spread":0.038800340556143564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246165239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8107094,0.00039535027,0.000052957592,0.0059291814,0.00020784118,0.00043408503,0.00030083238,0.00007872597,0.18189164],"genre_scores_gemma":[0.98685503,0.007547861,0.00075361767,0.0009882447,0.0004139424,0.000025436193,0.0007229934,0.000019799576,0.002673096],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983853,0.0003769349,0.0002257132,0.0004007635,0.0003869117,0.00022437425],"domain_scores_gemma":[0.99916226,0.00016250813,0.000116581636,0.00033312777,0.000028110351,0.00019743522],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060456194,0.00019738454,0.00019776121,0.000083089086,0.0006565443,0.00019359241,0.00033584615,0.0003165759,0.008995501],"category_scores_gemma":[0.000031096024,0.00019596305,0.00006814036,0.000040217416,0.0011107902,0.0001439234,0.00062237197,0.00035329672,0.00011527246],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000520881,0.0015111729,0.07604265,0.00054872496,0.00043647643,0.000020218784,0.7495925,0.000019744219,0.0017117178,0.041767392,0.05978751,0.06804101],"study_design_scores_gemma":[0.0019044033,0.00033263816,0.25349033,0.00043475817,0.0002131933,0.00004987633,0.36458468,0.0010475239,0.000020413414,0.028304372,0.34760615,0.0020116658],"about_ca_topic_score_codex":0.00093870575,"about_ca_topic_score_gemma":0.004165187,"teacher_disagreement_score":0.3850078,"about_ca_system_score_codex":0.00012459997,"about_ca_system_score_gemma":0.000049533443,"threshold_uncertainty_score":0.9919104},"labels":[],"label_agreement":null},{"id":"W4246316351","doi":"10.1525/aft.2019.461002","title":"Strange Brew: Art, Protest, and the Anti-Fracking Movement","year":2019,"lang":"en","type":"article","venue":"Afterimage","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brantford Energy (Canada)","funders":"","keywords":"Dissent; Hydraulic fracturing; Politics; Social movement; Environmental degradation; Contentious politics; Political science; Sociology; Aesthetics; Engineering; Law; Art","score_opus":0.18669364537221386,"score_gpt":0.39671692441547163,"score_spread":0.21002327904325777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246316351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8132853,0.00023793212,0.00003724398,0.010019976,0.000105216706,0.0006900596,0.0000064209426,0.00004852547,0.17556934],"genre_scores_gemma":[0.9928154,0.0015592626,0.00011546411,0.0018147426,0.00007226532,0.000039426923,0.000007663033,0.000005772806,0.0035700444],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994121,0.00015384247,0.00008465816,0.00009566628,0.00013070722,0.00012301856],"domain_scores_gemma":[0.99961275,0.00006976409,0.000039973344,0.00022013285,0.00002614254,0.00003121511],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005682103,0.000049420472,0.00007504379,0.000016728836,0.0002105233,0.00012135832,0.0001479276,0.000028131017,0.00198367],"category_scores_gemma":[0.000024313145,0.000036325004,0.00002557336,0.00006368183,0.00019462124,0.00015368339,0.00006571896,0.00006641816,0.00032619538],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035167224,0.00036820487,0.17159347,0.0002768561,0.00007546614,0.000008487436,0.39707038,0.000003887704,0.062944055,0.09859015,0.014263836,0.25445354],"study_design_scores_gemma":[0.0019095823,0.00004794045,0.2773592,0.000092997994,0.00001917582,0.0000012092489,0.01658509,0.00022540479,0.00015394979,0.0029324698,0.70038307,0.00028991196],"about_ca_topic_score_codex":0.0005473218,"about_ca_topic_score_gemma":0.0008181342,"teacher_disagreement_score":0.68611926,"about_ca_system_score_codex":0.000025103514,"about_ca_system_score_gemma":0.000011684237,"threshold_uncertainty_score":0.99892867},"labels":[],"label_agreement":null},{"id":"W4247312933","doi":"10.32920/ryerson.14647188","title":"Vegan Rhetoric: Online Discussion Platforms","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Rhetoric; Rhetorical question; Sociology; Social media; Environmental ethics; Political science; Law; Philosophy; Literature; Art","score_opus":0.5566299145520662,"score_gpt":0.4954652314141734,"score_spread":0.061164683137892806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247312933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57405686,0.0006860412,0.00082467863,0.045152485,0.0047087837,0.00075112755,0.00009737617,0.00070333696,0.3730193],"genre_scores_gemma":[0.908882,0.039389197,0.0024864648,0.00085808773,0.0014278323,0.00004308302,0.003967587,0.00003173169,0.042913996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989179,0.00009369596,0.00021308566,0.00024922864,0.00033295952,0.00019313669],"domain_scores_gemma":[0.99902755,0.00004480052,0.0001055448,0.00057150703,0.00012714842,0.0001234472],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037607583,0.00012721698,0.00018157528,0.00006432217,0.00041167304,0.0002152543,0.0004754263,0.00034955624,0.0079195],"category_scores_gemma":[0.00011398435,0.00008310714,0.00012935372,0.0001489166,0.00009375623,0.00012224488,0.0007663374,0.00044590357,0.00007938831],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003363389,0.0012805888,0.007758384,0.00029103959,0.00008154903,0.000010530038,0.42189378,0.00006834021,0.0005438851,0.032836612,0.015456219,0.51974547],"study_design_scores_gemma":[0.00031309345,0.000023733914,0.01907689,0.000532022,0.00004465122,0.0000011295978,0.17304854,0.00061366614,0.00003071498,0.0070029395,0.7985019,0.0008106891],"about_ca_topic_score_codex":0.0028029208,"about_ca_topic_score_gemma":0.05733608,"teacher_disagreement_score":0.7830457,"about_ca_system_score_codex":0.0002442602,"about_ca_system_score_gemma":0.00019856112,"threshold_uncertainty_score":0.9929874},"labels":[],"label_agreement":null},{"id":"W4247579779","doi":"10.2307/3868446","title":"Greening the Public","year":2005,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Notice; Vision; Liberian dollar; Listing (finance); Political science; Public relations; Business; Sociology; Law","score_opus":0.2886887768748156,"score_gpt":0.3993072203608975,"score_spread":0.11061844348608191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247579779","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008800653,0.983977,0.000047913167,0.00872468,0.0004834604,0.0005572364,0.000003067673,0.00000846642,0.006189357],"genre_scores_gemma":[0.00014258074,0.9976539,0.00014184731,0.00028141707,0.00014959532,0.00021255616,0.000018561988,0.000007823861,0.0013917004],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997776,0.0015712158,0.00021233845,0.00014280356,0.00009289373,0.00020479571],"domain_scores_gemma":[0.9991909,0.00034340122,0.00014032847,0.0002905966,0.0000019502668,0.000032784716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018383486,0.00011151166,0.00038213414,0.0000581056,0.0006950067,0.000033851084,0.0004633358,0.00021740932,0.00045570103],"category_scores_gemma":[0.000056362554,0.000061687744,0.00009775029,0.0000743429,0.0013149519,0.00004451718,0.0001647208,0.0003660773,0.000066424494],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017481071,0.0000138026835,0.00030687757,0.000027232318,0.000020092022,2.9492918e-7,0.0029768276,3.688592e-7,3.399017e-10,0.0031699748,0.0011241202,0.9923587],"study_design_scores_gemma":[0.00015752281,0.0000039213573,0.00024612507,0.00006193532,0.00006565076,0.0000013563879,0.0018985796,0.000012188872,2.7788669e-10,0.0006707631,0.9968117,0.00007025479],"about_ca_topic_score_codex":0.00003461932,"about_ca_topic_score_gemma":0.0011201585,"teacher_disagreement_score":0.9956876,"about_ca_system_score_codex":0.00023572535,"about_ca_system_score_gemma":0.000033905748,"threshold_uncertainty_score":0.53454995},"labels":[],"label_agreement":null},{"id":"W4248047933","doi":"10.31234/osf.io/8br26","title":"Political orientation and climate concern shape visual attention to climate change","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology and political orientation; Climate change; Politics; Psychology; Sample (material); Cognitive psychology; Political economy of climate change; Prioritization; Social psychology; Orientation (vector space); Cognition; Political science; Ecology; Economics","score_opus":0.5704879295586559,"score_gpt":0.5420086593418485,"score_spread":0.028479270216807406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248047933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70825064,0.00017133409,0.00012106514,0.030665359,0.0019115634,0.0018915879,0.00028764235,0.00039091276,0.2563099],"genre_scores_gemma":[0.98644954,0.009774674,0.0003073683,0.0013804856,0.0010067567,0.00023542799,0.00050101854,0.000025096966,0.00031961774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979546,0.00029037148,0.00030385,0.00048357082,0.0003540698,0.00061351917],"domain_scores_gemma":[0.9986156,0.00008092047,0.00021373962,0.00049795135,0.00022213478,0.00036961332],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010430486,0.00020673123,0.0002681929,0.0001368669,0.0012923907,0.0006390352,0.00039908406,0.00036181076,0.0009648679],"category_scores_gemma":[0.00016666506,0.00021793756,0.00008997515,0.00006446548,0.00030377237,0.00029514552,0.001164613,0.000281685,0.00035156074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010220267,0.00017333197,0.07130941,0.00036131407,0.000025763971,0.000003430196,0.037470944,3.6014535e-7,0.00023282655,0.7217199,0.0004329215,0.16816759],"study_design_scores_gemma":[0.0016501135,0.00033345484,0.82139164,0.001683093,0.00029133863,0.0000061709547,0.07290333,0.005791515,0.000029074621,0.011001464,0.08260457,0.0023142195],"about_ca_topic_score_codex":0.003563546,"about_ca_topic_score_gemma":0.008903731,"teacher_disagreement_score":0.75008225,"about_ca_system_score_codex":0.0002465811,"about_ca_system_score_gemma":0.00005137676,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W4248095115","doi":"10.32920/ryerson.14645787.v1","title":"Social network analysis of climate change discussion on Twitter during COP21","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Skepticism; Climate change; Social media; Sample (material); Political science; Geography; Computer science; World Wide Web; Ecology","score_opus":0.4516575332919505,"score_gpt":0.4743526640108456,"score_spread":0.022695130718895062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248095115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8821774,0.00014162279,0.0000366474,0.016931174,0.0006645081,0.00049954857,0.00005780321,0.00014397988,0.0993473],"genre_scores_gemma":[0.9816072,0.015332269,0.00010040351,0.0004296613,0.0010001063,0.00007420656,0.0006847535,0.000015457617,0.0007559224],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99804074,0.00055432826,0.00034283396,0.00032565108,0.00042091653,0.00031551628],"domain_scores_gemma":[0.9989476,0.000064035434,0.0003049057,0.0004792563,0.00013340895,0.00007077479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006416355,0.00016356584,0.0004780393,0.00022712348,0.00066885736,0.00012423679,0.00037375354,0.00035116938,0.005046586],"category_scores_gemma":[0.00002784723,0.00012624661,0.00045047308,0.0007971363,0.00012846263,0.00007239373,0.0007656055,0.0003364056,0.000020704758],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022522449,0.00077926455,0.10892284,0.0006636381,0.0017128076,0.000008727926,0.8140237,0.0011547902,0.00026941785,0.010779427,0.00263154,0.058828644],"study_design_scores_gemma":[0.00050171907,0.000032361804,0.88379395,0.0008631197,0.0019895409,1.4764666e-7,0.09613051,0.0014593332,0.000028757939,0.00066481833,0.01351578,0.0010199735],"about_ca_topic_score_codex":0.0014863485,"about_ca_topic_score_gemma":0.017311744,"teacher_disagreement_score":0.7748711,"about_ca_system_score_codex":0.00017477271,"about_ca_system_score_gemma":0.000034810317,"threshold_uncertainty_score":0.99586296},"labels":[],"label_agreement":null},{"id":"W4248548067","doi":"10.1051/radiopro/2019039","title":"Correction for: Environmental radionuclide concentrations below which non-human biota experience no effects","year":2019,"lang":"en","type":"article","venue":"Radioprotection","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nuclear Laboratories","funders":"","keywords":"Radionuclide; Biota; Environmental research; Environmental science; Environmental chemistry; Radiochemistry; Computer science; Chemistry; Environmental planning; Ecology; Biology; Nuclear physics; Physics","score_opus":0.08452747710139465,"score_gpt":0.3799178458252576,"score_spread":0.295390368723863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248548067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531056,0.00007193197,0.004985817,0.0005627078,0.0047198115,0.0029130704,0.000012723462,0.000216696,0.033411607],"genre_scores_gemma":[0.9906646,0.0004784324,0.00020863336,0.0000871297,0.00048454406,0.0003792012,0.00010323245,0.000017263608,0.0075769746],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.998896,0.00016358598,0.00019202667,0.00027327734,0.00022714354,0.0002479855],"domain_scores_gemma":[0.9993153,0.00011135597,0.00012181031,0.00030033354,0.00006167168,0.00008950477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003563576,0.000118367796,0.00013385553,0.00007814277,0.0012467217,0.00009613475,0.00017042992,0.00015980066,0.00096699694],"category_scores_gemma":[0.00012052552,0.00013441649,0.00007539395,0.00023090685,0.000108980974,0.00037803888,0.000021272443,0.00016083836,0.00043720103],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012050116,0.00030919118,0.015937693,0.000088727626,0.000033778382,3.6524852e-7,0.04914555,0.0001117272,0.8646442,0.0013985907,0.0040236856,0.06418594],"study_design_scores_gemma":[0.00383467,0.0012466866,0.11978804,0.00032841737,0.000080907994,0.000019268413,0.023049114,0.030967573,0.026455935,0.00037189142,0.79254425,0.0013132717],"about_ca_topic_score_codex":0.0007390492,"about_ca_topic_score_gemma":0.0012596323,"teacher_disagreement_score":0.8381883,"about_ca_system_score_codex":0.0005304912,"about_ca_system_score_gemma":0.000033044664,"threshold_uncertainty_score":0.99994624},"labels":[],"label_agreement":null},{"id":"W4248981093","doi":"10.31219/osf.io/674xm","title":"Party Elites or Manufactured Doubt? The Informational Context of Climate Change Polarization","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Skepticism; Climate change; Salience (neuroscience); Elite; Democracy; Polarization (electrochemistry); Ideology; Political science; Political economy; Motivated reasoning; Scientific consensus; Global warming; Psychology; Sociology; Politics; Law; Epistemology; Cognitive psychology","score_opus":0.47148235491645973,"score_gpt":0.44940730904114917,"score_spread":0.02207504587531056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248981093","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26200202,0.0013976385,0.00092471624,0.07977937,0.0048454283,0.007306275,0.0023757,0.0008129586,0.6405559],"genre_scores_gemma":[0.97103757,0.022132369,0.00033004885,0.0029036854,0.0007679532,0.00017186391,0.0016847464,0.000014394193,0.00095738826],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854803,0.00028906134,0.00040991325,0.00014305368,0.00040056914,0.00020936197],"domain_scores_gemma":[0.9984235,0.00021425517,0.00043837182,0.0005005441,0.00036519318,0.00005812541],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010061909,0.00014421377,0.00019226382,0.00008850086,0.0005713665,0.00015104802,0.0006034514,0.00030147342,0.007791249],"category_scores_gemma":[0.0001684941,0.00009078905,0.00009975195,0.00014165982,0.00040052505,0.0002696432,0.00048352723,0.00022992675,0.0001571409],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036821465,0.00022597823,0.008736355,0.0005011792,0.00012671284,2.904417e-7,0.55288494,0.000010332158,0.00008344676,0.13309465,0.011091957,0.29287595],"study_design_scores_gemma":[0.00067688595,0.00007868111,0.055333205,0.0003869588,0.000117495954,0.0000012806584,0.056885976,0.0014100323,0.00023081404,0.0059886444,0.8782694,0.00062066363],"about_ca_topic_score_codex":0.0027791962,"about_ca_topic_score_gemma":0.0152064115,"teacher_disagreement_score":0.8671774,"about_ca_system_score_codex":0.00007571529,"about_ca_system_score_gemma":0.000116023,"threshold_uncertainty_score":0.9931158},"labels":[],"label_agreement":null},{"id":"W4249331068","doi":"10.1017/9781108783453.014","title":"Notes","year":2020,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science","score_opus":0.6985100913229069,"score_gpt":0.5109965160884961,"score_spread":0.1875135752344108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249331068","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.772907e-7,0.00015369471,0.000049536673,0.013249537,0.00012056908,0.000069287795,0.0000065336735,0.00032425756,0.9860264],"genre_scores_gemma":[0.00013379075,0.011605541,0.00040338995,0.001073045,0.00054725114,0.0000036383492,0.000038341117,0.000059313137,0.98613566],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997291,0.000048953436,0.000031141513,0.00005767825,0.000079910475,0.000053216372],"domain_scores_gemma":[0.999798,0.000025611867,0.000025261135,0.000104868835,0.000004507983,0.000041736675],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000044758886,0.000035741356,0.000052054587,0.000026243964,0.000057293386,0.000020857105,0.00014252929,0.0001014011,0.22987908],"category_scores_gemma":[0.00004935215,0.00003403227,0.000022381653,0.000059517813,0.000054378666,0.000007813292,0.000023413397,0.00004647233,0.0034516335],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[1.7040897e-7,0.000002925302,0.000022011174,0.0000033485444,0.0000016918287,8.044594e-8,0.00265688,1.234176e-9,0.000002005003,0.012520462,0.9709781,0.0138123445],"study_design_scores_gemma":[0.000015674803,0.0000014216317,0.000013091416,0.000010354922,0.0000019770991,1.029227e-8,0.00086928427,7.523359e-7,1.9187203e-7,0.000067657325,0.99897367,0.000045944587],"about_ca_topic_score_codex":0.008064195,"about_ca_topic_score_gemma":0.06129948,"teacher_disagreement_score":0.22642745,"about_ca_system_score_codex":0.0000124022745,"about_ca_system_score_gemma":0.00001820351,"threshold_uncertainty_score":0.9985412},"labels":[],"label_agreement":null},{"id":"W4249781830","doi":"10.1017/9781108698214.006","title":"El reto de afrontar la crisis climática","year":2021,"lang":"es","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Spelling; Punctuation; Grammar; Vocabulary; Reading (process); Resource (disambiguation); Computer science; Mathematics education; Pedagogy; Library science; Psychology; Linguistics; Artificial intelligence; Philosophy","score_opus":0.193349378881711,"score_gpt":0.34094711364393454,"score_spread":0.14759773476222354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249781830","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022469775,0.00025360667,0.000109265464,0.0009255561,0.00030736977,0.00033499242,0.00040441062,0.00014890383,0.99526894],"genre_scores_gemma":[0.024882104,0.037008286,0.00019978658,0.00044294485,0.00035578944,0.0000018612096,0.00023373793,0.000055120247,0.9368204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752694,0.0006608486,0.00027306436,0.00059816753,0.00045374618,0.0004872385],"domain_scores_gemma":[0.9976859,0.00029912355,0.00028897307,0.0010043284,0.00033978483,0.00038185553],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055801816,0.00039744953,0.00049150054,0.00016960295,0.0010275068,0.00022616115,0.0010259274,0.00084229885,0.0002830229],"category_scores_gemma":[0.000049242186,0.00053086627,0.00042426703,0.000029522362,0.0007491754,0.00015568886,0.00076369086,0.0007668917,0.00008665162],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009195825,0.000045749777,0.000035986865,0.000103791186,0.00012560385,0.0001600099,0.0052824304,6.678152e-7,0.00012387507,0.9661543,0.02416485,0.003710772],"study_design_scores_gemma":[0.000457901,0.000037029396,0.0002597499,0.00029858504,0.0003556046,0.000010058077,0.011360627,0.00003463274,0.000037122813,0.00001998327,0.9865905,0.0005381827],"about_ca_topic_score_codex":0.006322055,"about_ca_topic_score_gemma":0.00042736845,"teacher_disagreement_score":0.9661343,"about_ca_system_score_codex":0.00074657064,"about_ca_system_score_gemma":0.00029532242,"threshold_uncertainty_score":0.9997143},"labels":[],"label_agreement":null},{"id":"W4250155568","doi":"10.32920/ryerson.14661321","title":"Anthropogenic climate change coverage in two Canadian newspapers : the Toronto Star and the Globe and Mail, from 1988-2007","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Newspaper; Globe; Climate change; Salience (neuroscience); Government (linguistics); Scope (computer science); Political science; Public opinion; News media; Geography; Public relations; Advertising; Media studies; Sociology; Psychology; Business; Politics; Computer science","score_opus":0.20290985229015013,"score_gpt":0.41029867329329395,"score_spread":0.20738882100314382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250155568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7539456,0.027973406,0.0000044883823,0.065911815,0.001058743,0.0016968546,0.00045982422,0.000057277863,0.14889202],"genre_scores_gemma":[0.6963642,0.2998083,0.00004993832,0.003057925,0.0003306766,0.00007587339,0.00016303096,0.000011252807,0.000138791],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979967,0.0008392084,0.0002264659,0.00034008818,0.0002227072,0.00037483513],"domain_scores_gemma":[0.99875903,0.00031249167,0.00009612596,0.0005926874,0.000052799223,0.0001868405],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012411539,0.00018393771,0.00026037352,0.00003216119,0.0008726929,0.00050068594,0.0004602267,0.0001743303,0.008339152],"category_scores_gemma":[0.00006767414,0.00012337352,0.00006755591,0.00009087017,0.0006802864,0.0001755228,0.0006460206,0.00034011554,0.000010065323],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001638525,0.00007035593,0.0489961,0.0000732746,0.000110642315,0.000017660343,0.78671265,0.00000701256,0.000021366557,0.022990344,0.001565433,0.13927129],"study_design_scores_gemma":[0.0019919479,0.000016506412,0.30701527,0.00027486187,0.00011163374,0.0000024541914,0.4670655,0.00094874576,0.0000012517987,0.002288138,0.21959257,0.00069111824],"about_ca_topic_score_codex":0.9915288,"about_ca_topic_score_gemma":0.99965525,"teacher_disagreement_score":0.31964716,"about_ca_system_score_codex":0.00055933284,"about_ca_system_score_gemma":0.00022030825,"threshold_uncertainty_score":0.99256736},"labels":[],"label_agreement":null},{"id":"W4250422488","doi":"10.31235/osf.io/k6hxn","title":"Framing science: How opioid research is presented in online news media","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Framing (construction); Perception; Journalism; Trustworthiness; News media; Public relations; Political science; Psychology; Advertising; Social psychology; Sociology; Media studies; Engineering; Business","score_opus":0.7445980963910244,"score_gpt":0.5841709892313485,"score_spread":0.1604271071596759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250422488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7100905,0.00076054333,0.00008151262,0.099550694,0.0018653366,0.0016984205,0.00010670898,0.00016859974,0.18567768],"genre_scores_gemma":[0.9437196,0.0398487,0.0017227235,0.0006534502,0.0008171324,0.00007015896,0.0003424205,0.000025147996,0.012800621],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962859,0.00069202285,0.00024639696,0.00055931625,0.0016157774,0.0006006004],"domain_scores_gemma":[0.9973969,0.00057217217,0.00010102974,0.0010729424,0.00067689415,0.00018006012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047192685,0.00013877568,0.00023684803,0.0008413232,0.0005870148,0.0006060952,0.0020530932,0.00041085106,0.0025880714],"category_scores_gemma":[0.0018967836,0.00013426506,0.000067632114,0.0013817026,0.0012731388,0.00026923028,0.0023746446,0.0014389206,0.00020866962],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003605162,0.0006292224,0.06654777,0.0002832834,0.000018168885,0.0000033401666,0.77246624,0.000034879973,0.0016920798,0.007398934,0.038042385,0.11284765],"study_design_scores_gemma":[0.00044260154,0.00002747191,0.048488732,0.0005600774,0.000007227827,2.8084864e-7,0.38614243,0.0047574854,0.00009466148,0.00778042,0.5511472,0.00055140717],"about_ca_topic_score_codex":0.03964962,"about_ca_topic_score_gemma":0.17023066,"teacher_disagreement_score":0.5131048,"about_ca_system_score_codex":0.0006266836,"about_ca_system_score_gemma":0.0013710796,"threshold_uncertainty_score":0.9983237},"labels":[],"label_agreement":null},{"id":"W4250942296","doi":"10.3410/f.1092097.545467","title":"Faculty Opinions recommendation of Extraction of a weak climatic signal by an ecosystem.","year":2007,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography","funders":"","keywords":"Extraction (chemistry); Ecosystem; SIGNAL (programming language); Environmental science; Computer science; Data science; Environmental resource management; Ecology; Biology; Chemistry; Chromatography","score_opus":0.21519073154045573,"score_gpt":0.48691506598270834,"score_spread":0.27172433444225264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250942296","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000031203558,0.00066951377,0.00008275771,0.08669395,0.00070391037,0.0014043943,0.9098274,0.00003989332,0.0005750688],"genre_scores_gemma":[0.000060499136,0.0032076065,0.00040154307,0.0011703204,0.00029009953,0.00013732808,0.9941078,0.0000215771,0.00060323195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936894,0.0015922235,0.0020669182,0.00048126324,0.0018153706,0.00035479903],"domain_scores_gemma":[0.98925084,0.00035447165,0.0028595915,0.0013788716,0.0058291145,0.00032712193],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004794762,0.00038311715,0.00087185955,0.0004401283,0.00048530393,0.0001230245,0.0018322245,0.00090126536,0.002434343],"category_scores_gemma":[0.0039544306,0.00028778464,0.0005159012,0.002086912,0.0004854387,0.000649988,0.00025305618,0.0008634126,0.000046605124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000144642045,0.00060120795,0.0000059728127,0.0048373155,0.000051710562,3.1473455e-8,0.0011336141,7.242799e-8,0.00001235331,0.00034572827,0.9879692,0.005028326],"study_design_scores_gemma":[0.00035702786,0.00012112144,0.0004137201,0.007394092,0.00013742154,0.000006894931,0.0010184951,0.00001692382,0.000010668542,0.000024919224,0.990241,0.00025771264],"about_ca_topic_score_codex":0.0005871352,"about_ca_topic_score_gemma":0.00049721077,"teacher_disagreement_score":0.08552363,"about_ca_system_score_codex":0.00025580978,"about_ca_system_score_gemma":0.0004853388,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W4251208244","doi":"10.3410/f.13952983.15408091","title":"Faculty Opinions recommendation of The people paradox: self-esteem striving, immortality ideologies, and human response to climate change.","year":2012,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Immortality; Ideology; Climate change; Environmental ethics; Psychology; Social psychology; Sociology; Political science; Aesthetics; Philosophy; Art; Law; Literature; Ecology; Biology","score_opus":0.230171423416885,"score_gpt":0.4726170324760091,"score_spread":0.2424456090591241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251208244","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046338326,0.0005681613,0.0000014101493,0.2889152,0.0006346696,0.0016789637,0.70801586,0.000050422022,0.000088996436],"genre_scores_gemma":[0.00036111815,0.0033702024,0.0001613921,0.004184895,0.00036093738,0.00042236,0.9908058,0.00001907496,0.00031424238],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937712,0.0027298187,0.0012199242,0.00050570886,0.0012929497,0.00048039097],"domain_scores_gemma":[0.9932764,0.0003698834,0.0014646184,0.0018649717,0.002666002,0.00035810278],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00562923,0.00039959684,0.0007112223,0.00024905952,0.0012087685,0.00019585718,0.0021491689,0.00067471055,0.0007219747],"category_scores_gemma":[0.0076711476,0.00025477566,0.00039260162,0.0021016798,0.0005168483,0.00043513053,0.0013349069,0.0008301486,0.000043135646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016786369,0.00029704688,0.00026114288,0.0017008291,0.000036546633,2.5386788e-8,0.0044867187,9.426466e-9,0.0000022211673,0.0007793122,0.9911116,0.0013077596],"study_design_scores_gemma":[0.00023595395,0.00006418007,0.09892679,0.0035361547,0.000121448415,0.0000048052407,0.0005676041,7.09463e-7,9.332407e-7,0.000021989756,0.89627653,0.00024287491],"about_ca_topic_score_codex":0.00095966225,"about_ca_topic_score_gemma":0.0012596722,"teacher_disagreement_score":0.28473032,"about_ca_system_score_codex":0.00023450752,"about_ca_system_score_gemma":0.00029016484,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W4251570321","doi":"10.22215/etd/2013-07218","title":"Climate change denial in Canada : an evaluation of the Fraser Institute and Friends of Science positions","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Denial; Humanities; Political science; Geography; Library science; Psychology; Art; Computer science","score_opus":0.39085782942530906,"score_gpt":0.4671942281850271,"score_spread":0.07633639875971804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4251570321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96058905,0.000078069854,2.115768e-7,0.00030258976,0.0005056977,0.00050805014,0.000039882136,0.000004370801,0.037972055],"genre_scores_gemma":[0.9983048,0.0012318811,0.00003147799,0.000050989805,0.000038246515,0.00007804423,0.00017544469,0.0000043811715,0.00008473164],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99844986,0.00022166119,0.00023975778,0.00014469586,0.00079594494,0.000148056],"domain_scores_gemma":[0.9988386,0.000029909139,0.00021582219,0.00026761866,0.00059280545,0.000055242916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011710819,0.000074884796,0.00012389054,0.0001469635,0.00042357028,0.000027639695,0.00037378783,0.0000826356,0.0006731892],"category_scores_gemma":[0.00010351273,0.000061877196,0.000020273674,0.0005585462,0.00043357981,0.0004897616,0.000042503776,0.000100703466,0.0000010530787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007367052,0.0003631362,0.10354974,0.0003206269,0.000021372367,3.099228e-7,0.4976877,0.000044722787,0.008784085,0.07635784,0.00020436663,0.31259245],"study_design_scores_gemma":[0.00029078053,0.000017517912,0.8639584,0.00026167597,0.000064825064,1.0110894e-7,0.1325287,0.0014257963,0.0004656708,0.00051127275,0.00032284387,0.00015241484],"about_ca_topic_score_codex":0.9569858,"about_ca_topic_score_gemma":0.9993805,"teacher_disagreement_score":0.76040864,"about_ca_system_score_codex":0.00045414307,"about_ca_system_score_gemma":0.0021564045,"threshold_uncertainty_score":0.73709494},"labels":[],"label_agreement":null},{"id":"W4252738113","doi":"10.1200/jco.2004.22.14_suppl.6090","title":"Medicine and media: The role of journalism in public health education","year":2004,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Journalism; Public health; Public relations; Citizen journalism; Family medicine; Media studies; Nursing; Political science; Sociology; Law","score_opus":0.7626493656573397,"score_gpt":0.6457758400872566,"score_spread":0.11687352557008301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252738113","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4268941,0.004027793,0.000017491893,0.5547707,0.0008392752,0.00007706144,4.7127176e-7,0.0000021036883,0.013370993],"genre_scores_gemma":[0.9322027,0.06272727,0.00030875645,0.003819957,0.0009238331,0.0000010238418,8.3422697e-7,0.0000023814584,0.000013253098],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99686754,0.0014207602,0.001290907,0.000049066468,0.00025666432,0.00011506598],"domain_scores_gemma":[0.99587077,0.002066583,0.0014577048,0.00009485254,0.00030440642,0.00020566596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01465666,0.00003766495,0.00040309742,0.000121344056,0.00010957243,0.000008556939,0.0002591207,0.00013390352,0.00017057403],"category_scores_gemma":[0.007002819,0.000023106957,0.000065689565,0.00019840494,0.0006137372,0.00013550463,0.000029046003,0.00049888,0.0000017530383],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004540126,0.0005407807,0.017300012,0.0000040416426,0.000011333551,9.051745e-7,0.062422812,0.0000015882875,0.00001676187,0.04238386,0.0007268659,0.8765456],"study_design_scores_gemma":[0.0013749992,0.00079850625,0.20778933,0.00010282523,0.00001144063,0.000021988508,0.08140061,0.000003084332,5.2307536e-7,0.057868082,0.650595,0.00003357776],"about_ca_topic_score_codex":0.0016304844,"about_ca_topic_score_gemma":0.013854116,"teacher_disagreement_score":0.87651205,"about_ca_system_score_codex":0.00018298562,"about_ca_system_score_gemma":0.0029584696,"threshold_uncertainty_score":0.83835346},"labels":[],"label_agreement":null},{"id":"W4252846806","doi":"10.5194/hess-2018-13","title":"HESS Opinions: Science in today's media landscape – challengesand lessons from hydrologists and journalists","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"European Commission","keywords":"Newspaper; Public relations; Science communication; Work (physics); Political science; Social media; Sociology; Engineering ethics; Media studies; Engineering; Science education; Law","score_opus":0.5298870631345621,"score_gpt":0.500826388917073,"score_spread":0.029060674217489146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252846806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83594054,0.0031891335,0.00003214636,0.061651185,0.0017069465,0.00036777015,0.0001296016,0.00011543227,0.096867226],"genre_scores_gemma":[0.91088367,0.08771751,0.00035377702,0.00022913738,0.0005296351,0.000029720008,0.00014207816,0.000008831813,0.00010567127],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99806005,0.00036030245,0.00028801762,0.00048255123,0.0004679198,0.00034115542],"domain_scores_gemma":[0.99854225,0.00037352086,0.00017252583,0.0005374845,0.00016191803,0.00021228033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022963593,0.00016465024,0.0002698464,0.00027853958,0.00061900384,0.0003690405,0.0009980949,0.00034897064,0.0021679709],"category_scores_gemma":[0.0005229192,0.00015101412,0.000043076503,0.00025850558,0.0015762477,0.00021322718,0.0010368892,0.0004979682,0.000039713977],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012655876,0.0006681686,0.120373175,0.00015865349,0.000055948203,0.000019823176,0.70302117,0.00003365672,0.00037054415,0.04647053,0.008892982,0.119808815],"study_design_scores_gemma":[0.0013367855,0.000058397232,0.73780584,0.0011809984,0.000040003903,0.0000044308285,0.062318467,0.0021493493,0.00003560244,0.09917051,0.094651334,0.0012482428],"about_ca_topic_score_codex":0.009328757,"about_ca_topic_score_gemma":0.14319378,"teacher_disagreement_score":0.64070266,"about_ca_system_score_codex":0.00015479974,"about_ca_system_score_gemma":0.00033923046,"threshold_uncertainty_score":0.9987442},"labels":[],"label_agreement":null},{"id":"W4252919101","doi":"10.3410/f.1097523.553600","title":"Faculty Opinions recommendation of Climate change and evolution: disentangling environmental and genetic responses.","year":2007,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Climate change; Environmental change; Environmental planning; Environmental resource management; Environmental science; Geography; Earth science; Ecology; Biology; Geology","score_opus":0.20197329918639373,"score_gpt":0.4415884624837875,"score_spread":0.2396151632973938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252919101","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016957323,0.0036973106,0.000005818673,0.13007678,0.00040306995,0.0010917877,0.8645934,0.000023203358,0.0000916999],"genre_scores_gemma":[0.000103073326,0.035925232,0.00030178126,0.00197754,0.00033516026,0.00012827669,0.96103466,0.000014625532,0.00017962519],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663687,0.0007680271,0.0009187975,0.00043096452,0.00093623914,0.0003091243],"domain_scores_gemma":[0.9970457,0.00021145852,0.0009055377,0.00075383234,0.0008079646,0.00027550795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017717057,0.00029534937,0.00047716423,0.00029952795,0.0006616488,0.00011644661,0.0006815287,0.0005147414,0.00049328245],"category_scores_gemma":[0.0017978322,0.0002271008,0.00020031405,0.00074471143,0.000860782,0.00031670387,0.00052770093,0.00053173833,0.000019744153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001718529,0.00014952198,0.00023533968,0.00179302,0.000024808656,1.6291433e-7,0.0015118717,4.1294137e-9,0.000001338277,0.00026660846,0.98420596,0.011794158],"study_design_scores_gemma":[0.0003164017,0.00005003252,0.033124972,0.0033933048,0.00009803606,0.00001547401,0.000611483,0.0000052593373,4.4546513e-7,0.000021714717,0.9621532,0.00020968875],"about_ca_topic_score_codex":0.0001809076,"about_ca_topic_score_gemma":0.0001172218,"teacher_disagreement_score":0.12809925,"about_ca_system_score_codex":0.00019272882,"about_ca_system_score_gemma":0.0001205594,"threshold_uncertainty_score":0.9260902},"labels":[],"label_agreement":null},{"id":"W4252981530","doi":"10.31234/osf.io/puytg","title":"Attentional and perceptual biases of climate change","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Perception; Framing (construction); Cognition; Cognitive bias; Cognitive psychology; Scientific consensus; Humanity; Psychology; Global warming; Political science; Geography; Ecology","score_opus":0.7456537408755579,"score_gpt":0.5035945035426692,"score_spread":0.2420592373328887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252981530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8907525,0.0011279808,0.000016273692,0.0044297483,0.00038554848,0.00029663125,0.0001235047,0.0000681332,0.10279971],"genre_scores_gemma":[0.8509819,0.14685072,0.000630705,0.00029532754,0.00027336265,0.000049089715,0.0004842245,0.000008584271,0.00042608342],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989945,0.00023627206,0.00019166982,0.00019827198,0.0002361884,0.00014307351],"domain_scores_gemma":[0.99927473,0.00012917843,0.00011245599,0.000248691,0.0001679243,0.000067045825],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041963393,0.00009266175,0.00018134003,0.000073748146,0.00021681076,0.000085947184,0.00017889615,0.00019187937,0.008620904],"category_scores_gemma":[0.00010680508,0.00009609015,0.000090314905,0.00007784818,0.0002935425,0.000095346666,0.0006687864,0.0001598965,0.000014152772],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043446224,0.00066829287,0.09682169,0.00094210485,0.00009892161,0.0000048525585,0.4825825,0.000005674409,0.0008031219,0.066947244,0.0014896531,0.3495925],"study_design_scores_gemma":[0.00054540875,0.00005615882,0.57469815,0.0016345236,0.00013339065,0.0000041361727,0.3853813,0.0005054912,0.00002147743,0.0012899708,0.034893513,0.00083644915],"about_ca_topic_score_codex":0.003690126,"about_ca_topic_score_gemma":0.0128075415,"teacher_disagreement_score":0.47787648,"about_ca_system_score_codex":0.000038954524,"about_ca_system_score_gemma":0.00005469189,"threshold_uncertainty_score":0.9922854},"labels":[],"label_agreement":null},{"id":"W4253941232","doi":"10.3410/f.727617158.793532143","title":"Faculty Opinions recommendation of Are humans disturbing conditions in ecology?","year":2017,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Ecology; Biology; Geography; Data science; Computer science","score_opus":0.2543578089575264,"score_gpt":0.5008353296899357,"score_spread":0.2464775207324093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253941232","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003011145,0.0003089064,0.0000019747279,0.27358687,0.00081972167,0.0009989679,0.7236708,0.000026748692,0.00058299274],"genre_scores_gemma":[0.00012299475,0.0029792008,0.00008736035,0.002718618,0.00029675462,0.00032295674,0.9920968,0.0000166645,0.0013586397],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955857,0.0011777846,0.0013296552,0.00049397995,0.0010487859,0.0003641181],"domain_scores_gemma":[0.99153376,0.0002820869,0.0023359598,0.0017415846,0.0038830505,0.00022355762],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025687004,0.00034894914,0.0008044286,0.00042757575,0.0011290897,0.00020689747,0.0024913368,0.0008289644,0.001560725],"category_scores_gemma":[0.011945794,0.00026771845,0.00046728808,0.0011722257,0.0010220497,0.0004902938,0.0005171244,0.0010904579,0.00008940423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004157969,0.00033973964,0.00016166597,0.0018712783,0.000033922275,1.4609502e-7,0.0012617871,5.604632e-8,3.8804643e-7,0.00066394237,0.99495643,0.0007064922],"study_design_scores_gemma":[0.00040003096,0.00003215701,0.033155013,0.008757231,0.000077083234,0.0000027776769,0.0006307093,0.000002063283,4.1858598e-7,0.000091857466,0.95660543,0.00024519616],"about_ca_topic_score_codex":0.00070031773,"about_ca_topic_score_gemma":0.0030085985,"teacher_disagreement_score":0.27086824,"about_ca_system_score_codex":0.00031178026,"about_ca_system_score_gemma":0.0005319441,"threshold_uncertainty_score":0.9999775},"labels":[],"label_agreement":null},{"id":"W4253959406","doi":"10.11647/obp.0213.03","title":"3. Academia, Abstraction and the Anthropocene","year":2021,"lang":"en","type":"book-chapter","venue":"Open Book Publishers","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Anthropocene; Abstraction; Modernity; History; Epistemology; Aesthetics; Environmental ethics; Ecology; Sociology; Art; Philosophy; Biology","score_opus":0.4271569181543731,"score_gpt":0.4553298549240466,"score_spread":0.028172936769673473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253959406","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011509486,0.003080031,0.0000019241993,0.056200773,0.00040658895,0.00055999355,0.000011281367,0.00003369806,0.9396942],"genre_scores_gemma":[0.00039690363,0.064041436,0.000040855753,0.0037913586,0.0003512614,0.00003183904,0.00018153555,0.000028390978,0.9311364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988037,0.00015978035,0.00023872645,0.00028184956,0.00034038568,0.00017555915],"domain_scores_gemma":[0.9988013,0.00023081661,0.00024123807,0.0004425235,0.00017032571,0.000113818816],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014785277,0.0001539811,0.00025580084,0.00005185348,0.001003329,0.0028547386,0.00086778693,0.0006898326,0.03276858],"category_scores_gemma":[0.0001616853,0.00012642461,0.000083300016,0.00004353702,0.0011029743,0.0019390596,0.00044714255,0.00095119106,0.0001355239],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040004477,0.000010596702,0.000015940102,0.000013186709,0.000048933794,0.0000021154406,0.0056277052,2.3867037e-7,0.0000018794893,0.54166293,0.3746458,0.07793066],"study_design_scores_gemma":[0.0003862048,0.000004723729,0.00007721581,0.00007478876,0.00003439971,0.0000019255388,0.003794206,0.0000022279676,4.723575e-7,0.0065865614,0.9888779,0.00015938058],"about_ca_topic_score_codex":0.0028800122,"about_ca_topic_score_gemma":0.0035814864,"teacher_disagreement_score":0.6142321,"about_ca_system_score_codex":0.00018357353,"about_ca_system_score_gemma":0.00025679247,"threshold_uncertainty_score":0.9981804},"labels":[],"label_agreement":null},{"id":"W4254662727","doi":"10.22215/etd/2009-08804","title":"The \"nuclear renaissance\" : the changing discourse of atomic energy and the paradox of the green atom","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"The Renaissance; Atom (system on chip); Physics; Humanities; Nuclear physics; Art; Art history; Engineering","score_opus":0.10411409943024523,"score_gpt":0.3859364806997408,"score_spread":0.28182238126949555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254662727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7179501,0.0063185934,0.000008853889,0.059802968,0.0006868976,0.0009577321,0.000024265071,0.000049788883,0.21420078],"genre_scores_gemma":[0.9585184,0.027036954,0.0000047377785,0.0003336324,0.00012381609,0.000019942092,0.00002723253,0.000013139567,0.013922152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99848,0.0006044626,0.00026853906,0.000119908065,0.00034802262,0.00017903109],"domain_scores_gemma":[0.9983557,0.00047295837,0.00042441936,0.0006255742,0.000097833065,0.00002355297],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0011994048,0.00011989029,0.00018627648,0.000035950565,0.0016631178,0.000065043816,0.0009871803,0.000121701785,0.00012708642],"category_scores_gemma":[0.0000611088,0.000046805457,0.0001527303,0.00030350822,0.0010334637,0.000055859844,0.000080528334,0.00016036746,0.0000019725987],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017285565,0.000029671435,0.00014444329,0.00002555627,0.000049465496,5.8956168e-8,0.25050092,0.0000013504664,0.000110442925,0.60807264,0.0023501283,0.13854244],"study_design_scores_gemma":[0.00066506566,0.000028191671,0.025547735,0.00033524403,0.00019106374,0.0000011225272,0.6461634,0.00046069318,0.000114258335,0.019963533,0.3062583,0.00027137192],"about_ca_topic_score_codex":0.00896815,"about_ca_topic_score_gemma":0.119889796,"teacher_disagreement_score":0.58810914,"about_ca_system_score_codex":0.00002794456,"about_ca_system_score_gemma":0.0000610743,"threshold_uncertainty_score":0.9996366},"labels":[],"label_agreement":null},{"id":"W4255663899","doi":"10.31219/osf.io/azrxm","title":"Party Cues in the News: Democratic Elites, Republican Backlash and the Dynamics of Climate Skepticism","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Simon Fraser University","funders":"","keywords":"Skepticism; Elite; Democracy; Public opinion; Construct (python library); Climate change; Political science; Backlash; Dynamics (music); Motivated reasoning; Political economy; Sociology; Law; Epistemology; Politics; Philosophy","score_opus":0.2810448874710834,"score_gpt":0.4230909417701288,"score_spread":0.14204605429904538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255663899","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11045969,0.0008651751,0.00019447265,0.38125235,0.00026996492,0.0017743366,0.00012470646,0.00011286525,0.5049465],"genre_scores_gemma":[0.8754156,0.11865776,0.00058468245,0.004090705,0.00017041675,0.00012805397,0.00031777995,0.000015229295,0.00061977893],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99747634,0.0013600615,0.0004270032,0.0002318936,0.00030378465,0.00020089897],"domain_scores_gemma":[0.99806285,0.00087805546,0.00025119644,0.00066552364,0.00008893576,0.000053449043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023659104,0.000133727,0.00029278605,0.000051341896,0.00029529823,0.00022434656,0.00086965767,0.00016827004,0.0005498857],"category_scores_gemma":[0.0005620095,0.000077011544,0.00009660947,0.00025920296,0.00078257144,0.00007486578,0.0006657777,0.0004761982,0.0000063838384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000699976,0.00010821668,0.014381845,0.00024789144,0.00003182928,8.348905e-7,0.24426322,0.000012728225,0.00000594668,0.6893347,0.0053849136,0.046157867],"study_design_scores_gemma":[0.0018776102,0.00007299766,0.056397844,0.0005113324,0.00020827919,0.0000030595934,0.47964424,0.050691534,0.0000017836375,0.34850878,0.06130299,0.0007795819],"about_ca_topic_score_codex":0.007955138,"about_ca_topic_score_gemma":0.15355189,"teacher_disagreement_score":0.7649559,"about_ca_system_score_codex":0.00007493747,"about_ca_system_score_gemma":0.00009120658,"threshold_uncertainty_score":0.99865097},"labels":[],"label_agreement":null},{"id":"W4255704981","doi":"10.3410/f.718503821.793497652","title":"Faculty Opinions recommendation of Is adaptation to climate change really constrained in niche specialists?","year":2014,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Niche; Adaptation (eye); Climate change; Climate change adaptation; Ecological niche; Environmental resource management; Data science; Geography; Ecology; Computer science; Biology; Environmental science","score_opus":0.28887002926432975,"score_gpt":0.47377771757870474,"score_spread":0.18490768831437498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255704981","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[7.1487017e-7,0.00021288489,0.000014630044,0.33461204,0.0006263726,0.0015433105,0.66234535,0.000028443337,0.0006162595],"genre_scores_gemma":[0.000027476637,0.005778568,0.0005354602,0.013758679,0.00061393884,0.0004324883,0.9785202,0.000021342927,0.00031184734],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945193,0.0013731017,0.001644338,0.00057724235,0.0014467643,0.0004392808],"domain_scores_gemma":[0.9921114,0.000258033,0.0015074491,0.0013176231,0.0044741496,0.00033134854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003843304,0.00039686903,0.00082579686,0.0005573797,0.0004142482,0.00017011524,0.001749563,0.0007578672,0.0017639968],"category_scores_gemma":[0.0075666644,0.000312453,0.00040517742,0.00272786,0.00046606822,0.0004007409,0.00043586723,0.00076621654,0.00012551156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001553485,0.00021797132,0.000012426514,0.0020189458,0.000020539766,6.822083e-8,0.006116093,6.376052e-8,6.8779474e-7,0.0010956812,0.97704905,0.013452911],"study_design_scores_gemma":[0.00045448824,0.000075792144,0.0030584312,0.00926792,0.000062342704,0.0000026540597,0.00079530803,0.000014179903,8.529661e-7,0.00004326485,0.9859295,0.00029530554],"about_ca_topic_score_codex":0.001423586,"about_ca_topic_score_gemma":0.0020168177,"teacher_disagreement_score":0.32085335,"about_ca_system_score_codex":0.00029250229,"about_ca_system_score_gemma":0.0004227036,"threshold_uncertainty_score":0.99993277},"labels":[],"label_agreement":null},{"id":"W4255875946","doi":"10.31235/osf.io/6vsjc","title":"Visualizing Changes to US Federal Environmental Agency Websites, 2016-2020","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"National Institute of Environmental Health Sciences; Office of Surface Mining Reclamation and Enforcement; Federal Emergency Management Agency; National Park Service; U.S. Forest Service; U.S. Geological Survey; David and Lucile Packard Foundation; National Oceanic and Atmospheric Administration; Doris Duke Charitable Foundation; U.S. Department of Agriculture; National Aeronautics and Space Administration; U.S. Department of Health and Human Services; National Institutes of Health; U.S. Department of Transportation; National Science Foundation; U.S. Fish and Wildlife Service; U.S. Department of Energy; U.S. Department of Justice","keywords":"Agency (philosophy); Government (linguistics); Business; Open government; Cabinet (room); Public relations; Internet privacy; Political science; Transparency (behavior); Computer science; Engineering; Sociology; Law","score_opus":0.4123756357069725,"score_gpt":0.4536865610189559,"score_spread":0.04131092531198338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255875946","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23540732,0.0017243557,0.0007252778,0.18182163,0.0024220226,0.002371453,0.00028480435,0.0009481575,0.574295],"genre_scores_gemma":[0.89071643,0.05471243,0.002910276,0.019563025,0.0030563404,0.0002810033,0.0014647502,0.00008323638,0.02721248],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827355,0.00031518008,0.00022528072,0.0004591183,0.0004059059,0.00032093574],"domain_scores_gemma":[0.99906,0.00005815601,0.00011702817,0.00041601923,0.000019532963,0.00032926735],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003436948,0.00021987752,0.00025064778,0.00006754385,0.0005074484,0.00027445017,0.0006787294,0.0002748698,0.051008113],"category_scores_gemma":[0.00006586881,0.0002375043,0.000116975694,0.00012015439,0.0001017315,0.00007264866,0.0013699038,0.00035692507,0.0033145817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009912827,0.00050875114,0.013794142,0.0002739771,0.00015448223,0.000024925745,0.42465106,0.000034569654,0.026098095,0.0041046264,0.37884313,0.15141313],"study_design_scores_gemma":[0.00011861412,0.000047888352,0.010231896,0.000084947234,0.000019666308,5.254577e-7,0.010966615,0.00012861687,0.00006542791,0.00071579317,0.9771331,0.0004868886],"about_ca_topic_score_codex":0.005002178,"about_ca_topic_score_gemma":0.021224622,"teacher_disagreement_score":0.65530914,"about_ca_system_score_codex":0.00034127128,"about_ca_system_score_gemma":0.00008665267,"threshold_uncertainty_score":0.99746144},"labels":[],"label_agreement":null},{"id":"W4280546383","doi":"10.1111/cag.12767","title":"A missing link? Network analysis as an empirical approach for critical physical geography","year":2022,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Data science; Social network analysis; Field (mathematics); Scholarship; Network analysis; Network science; Citation; Visualization; Sociology; Epistemology; Computer science; Social science; Complex network; World Wide Web; Political science; Artificial intelligence","score_opus":0.11597339936075376,"score_gpt":0.3666481638480276,"score_spread":0.2506747644872739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280546383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9101502,0.0032711916,0.0006854843,0.042627078,0.0014996784,0.0022714997,0.0017099276,0.00071150565,0.03707345],"genre_scores_gemma":[0.9896358,0.00096321286,0.0022992645,0.0034747138,0.0010184221,0.00083966955,0.001581346,0.000060954044,0.00012662157],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995557,0.0008615377,0.00041272343,0.00081516034,0.00055157515,0.0018019651],"domain_scores_gemma":[0.9959396,0.0006091964,0.00013162696,0.0008697013,0.00033197564,0.0021178995],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001297631,0.00037131223,0.00057345594,0.0044033197,0.008935434,0.0004033881,0.0011368705,0.00019334294,0.00072930625],"category_scores_gemma":[0.00030553027,0.00044606804,0.0010102243,0.013870336,0.0020801527,0.00035965128,0.00011528545,0.0004963842,0.0000028503712],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022427978,0.00060177385,0.6251428,0.00010481334,0.0017629762,0.000047518206,0.09354463,0.0019825005,0.000010370143,0.19274135,0.01940895,0.06442804],"study_design_scores_gemma":[0.00051537534,0.00055299315,0.1079159,0.000013660829,0.0012960949,0.000016642516,0.13809262,0.0049717836,4.3169035e-7,0.033620197,0.711564,0.0014402928],"about_ca_topic_score_codex":0.61444944,"about_ca_topic_score_gemma":0.9710816,"teacher_disagreement_score":0.69215506,"about_ca_system_score_codex":0.00026467367,"about_ca_system_score_gemma":0.00045628517,"threshold_uncertainty_score":0.99979913},"labels":[],"label_agreement":null},{"id":"W4280583660","doi":"10.48082/espacios-a22v43n04p01","title":"Medios y formatos efectivos para la comunicación de la ciencia en estudiantes de pregrado","year":2022,"lang":"es","type":"article","venue":"ESPACIOS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Monsanto (Canada)","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.14784887617922374,"score_gpt":0.441065813002653,"score_spread":0.2932169368234293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280583660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8673159,0.0012143415,0.00013404095,0.013589837,0.00021512661,0.00075056223,0.00012437014,0.00025354343,0.11640227],"genre_scores_gemma":[0.983693,0.014303436,0.0002508174,0.00057506224,0.00017451501,0.00030260583,0.000031015057,0.000029610133,0.00063994655],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99329704,0.0050271386,0.0002839655,0.00026698847,0.00056370307,0.00056113565],"domain_scores_gemma":[0.9968393,0.0020811178,0.00020017708,0.0005969473,0.00005486771,0.00022759408],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040274197,0.0002179251,0.0002751372,0.00015443633,0.0018849534,0.00025005825,0.0010809625,0.00020513908,0.0016692012],"category_scores_gemma":[0.00060573674,0.00023777333,0.0001838749,0.0006502194,0.00058650103,0.00025818776,0.0006410083,0.0007896769,0.00013234167],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013552119,0.0015054764,0.11878261,0.00017698028,0.00013685811,0.00004712686,0.7553993,0.00013374432,0.006687363,0.061656192,0.010689429,0.04464942],"study_design_scores_gemma":[0.0010273146,0.00020201069,0.08575726,0.00011949022,0.000088929475,0.00009128567,0.12508453,0.0020916022,0.00014045111,0.0015143637,0.7833733,0.0005094378],"about_ca_topic_score_codex":0.0008035579,"about_ca_topic_score_gemma":0.0005672547,"teacher_disagreement_score":0.77268386,"about_ca_system_score_codex":0.0007196116,"about_ca_system_score_gemma":0.0003739886,"threshold_uncertainty_score":0.99941444},"labels":[],"label_agreement":null},{"id":"W4280629379","doi":"10.1175/wcas-d-21-0150.1","title":"Climate Autobiography Timeline: Adapting Timeline Research Methods to the Study of Climate Perceptions","year":2022,"lang":"en","type":"article","venue":"Weather Climate and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Memorial University of Newfoundland; Marine Environmental Observation Prediction and Response Network","keywords":"Timeline; Climate change; Perception; Geography; Climatology; Psychology; Environmental resource management; Environmental science; Ecology","score_opus":0.43395730283880973,"score_gpt":0.5491605045430733,"score_spread":0.11520320170426357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280629379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965448,0.00051079516,0.00010855256,0.0069021597,0.00028809535,0.0018906663,0.00032432945,0.00020700655,0.024320357],"genre_scores_gemma":[0.95962596,0.031899378,0.0062035844,0.00096235884,0.00027653694,0.00051920285,0.000082011386,0.00005127938,0.00037971788],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99422115,0.0033376985,0.00050564006,0.00041985864,0.00074492866,0.0007707035],"domain_scores_gemma":[0.9980488,0.0006829312,0.00015814713,0.0006796165,0.0002784655,0.00015203028],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015587781,0.00017456818,0.00029632502,0.00015463243,0.006991675,0.00014251751,0.00069533143,0.000089982415,0.0023855462],"category_scores_gemma":[0.00009304158,0.00014643044,0.00024543479,0.0015138526,0.00035883806,0.00012535631,0.0013081566,0.0006197474,0.000054076405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091895934,0.0011897745,0.01874839,0.00006594706,0.00009279811,9.272103e-7,0.8971336,0.00016722214,0.002769129,0.0032827295,0.004771956,0.07168563],"study_design_scores_gemma":[0.0005052412,0.00044277922,0.01564336,0.000025966454,0.00006562477,0.0000016023587,0.8701528,0.001962399,0.0000046757004,0.00011651803,0.11085075,0.00022832857],"about_ca_topic_score_codex":0.0014117158,"about_ca_topic_score_gemma":0.0013848483,"teacher_disagreement_score":0.106078796,"about_ca_system_score_codex":0.00012345711,"about_ca_system_score_gemma":0.000043069886,"threshold_uncertainty_score":0.9985264},"labels":[],"label_agreement":null},{"id":"W4280634673","doi":"10.36837/chapman.000385","title":"Five Public Concerns Represented by Environmental Groups in the Development of Regional Free Trade Agreements: A Case Study of the United States-Mexico-Canada Agreement (USMCA)","year":2022,"lang":"en","type":"dissertation","venue":"Chapman University","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Michigan","keywords":"Redress; Ratification; Enforcement; Political science; Free trade agreement; Negotiation; Transparency (behavior); International trade; Free trade; Public administration; Business; Law; Politics","score_opus":0.20283093217302955,"score_gpt":0.345510868090125,"score_spread":0.14267993591709544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280634673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954369,0.000039842813,8.4253554e-7,0.0012376478,0.00011873998,0.0008946428,0.00033637852,0.0000060503144,0.0019289502],"genre_scores_gemma":[0.99493057,0.0003389429,0.0000037574334,0.0000903274,0.000008956485,0.0000071969703,0.0032447537,0.0000068243935,0.0013686621],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99736685,0.0010151044,0.00030678837,0.00023734068,0.00089320104,0.00018072606],"domain_scores_gemma":[0.99873286,0.00014421037,0.00048001247,0.0005527194,0.00003637099,0.00005382768],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005174795,0.0001444241,0.00018542081,0.00015104272,0.0009986729,0.0000131210545,0.0012431517,0.00007262319,0.0009770398],"category_scores_gemma":[0.00002660486,0.00012876156,0.00006230834,0.000567171,0.0001662821,0.000081644255,0.00024231794,0.00029669644,3.876925e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107632826,0.0012534113,0.011420065,0.00003069821,0.0001202126,0.000051071096,0.9786003,0.00002100498,0.000035618883,0.00028322116,0.0073333518,0.0007433712],"study_design_scores_gemma":[0.00077061605,0.000055074383,0.028448183,0.000018187353,0.000033370987,0.0000014516721,0.8966068,0.000027406304,0.000004248724,0.000008023353,0.07391352,0.00011314034],"about_ca_topic_score_codex":0.5104204,"about_ca_topic_score_gemma":0.97328895,"teacher_disagreement_score":0.46286863,"about_ca_system_score_codex":0.001294779,"about_ca_system_score_gemma":0.00037335666,"threshold_uncertainty_score":0.9999362},"labels":[],"label_agreement":null},{"id":"W4281484652","doi":"10.1007/s10584-022-03372-5","title":"Political ideology and psychological reactance: how serious should climate change be?","year":2022,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Reactance; Seriousness; Climate change; Politics; Situational ethics; Action (physics); Social psychology; Ideology; Psychology; Political science; Law; Engineering","score_opus":0.7755103318192147,"score_gpt":0.5179833751733722,"score_spread":0.25752695664584246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281484652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5779946,0.0011088134,0.0000067854903,0.33339015,0.0011397381,0.0014992887,0.00029724636,0.00044671728,0.08411666],"genre_scores_gemma":[0.97425616,0.0069379094,0.00020756073,0.016293451,0.0006267826,0.0011921866,0.00015515521,0.000028472572,0.0003023518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747294,0.0007413725,0.00023212458,0.00036869064,0.00039697066,0.0007878765],"domain_scores_gemma":[0.99881744,0.00028706843,0.0001326322,0.00044718056,0.000040485855,0.00027521237],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095691986,0.00017466569,0.00029456496,0.00013311932,0.0013824841,0.00011052062,0.00043193146,0.00015890597,0.0042349305],"category_scores_gemma":[0.00015816995,0.00017760854,0.00007896309,0.00035686188,0.0005112846,0.00030994354,0.0005724305,0.00040133367,0.000045484347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013195015,0.00094986346,0.030908074,0.0002263532,0.00002448623,0.000064327156,0.14287455,5.6778973e-8,0.00024642446,0.7382973,0.006275841,0.0800008],"study_design_scores_gemma":[0.0021060426,0.0010835595,0.090708494,0.00010067551,0.00012203191,0.00016981516,0.17154603,0.0005842877,0.000005193566,0.019478073,0.7128875,0.0012082903],"about_ca_topic_score_codex":0.0002238714,"about_ca_topic_score_gemma":0.0007821709,"teacher_disagreement_score":0.7188192,"about_ca_system_score_codex":0.00019553321,"about_ca_system_score_gemma":0.000013750542,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W4281784469","doi":"10.1371/journal.pone.0268999","title":"Who tweets climate change papers? investigating publics of research through users’ descriptions","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"Canada Excellence Research Chairs, Government of Canada; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Canada Research Chairs","keywords":"Publics; Social media; Salient; Flexibility (engineering); Public relations; Microblogging; Science communication; Politics; Sociology; Political science; Data science; Computer science; World Wide Web","score_opus":0.8866519440137348,"score_gpt":0.4998380636988352,"score_spread":0.3868138803148996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281784469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88182634,0.00022971118,6.719238e-7,0.023570808,0.00006223889,0.0004806071,0.00007842217,0.00010161016,0.09364957],"genre_scores_gemma":[0.99008274,0.007427822,0.00068694766,0.0006518145,0.0001897471,0.0003392867,0.00008062843,0.00001608214,0.00052492425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972387,0.0010262321,0.0002128093,0.00016813051,0.0009909162,0.00036324403],"domain_scores_gemma":[0.9989111,0.00025130823,0.000107701526,0.0003647609,0.0002727758,0.00009236821],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022490625,0.00006258595,0.00014485791,0.00013508402,0.0020656523,0.00007270504,0.0004760833,0.000053535754,0.0032201177],"category_scores_gemma":[0.00048473643,0.00007481038,0.00004115052,0.00101067,0.00042919748,0.00036405763,0.00046738106,0.0003902433,0.000038139948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016651376,0.0016019009,0.072039224,0.0001973532,0.000053774016,0.0000012756907,0.8220882,0.0000015984638,0.02285848,0.077089205,0.0012960044,0.0027563728],"study_design_scores_gemma":[0.00086800335,0.0004365391,0.050034877,0.00077376305,0.000108643086,0.0000012300609,0.83276767,0.0005838846,0.0009895273,0.010865816,0.10194944,0.0006206014],"about_ca_topic_score_codex":0.00278912,"about_ca_topic_score_gemma":0.003473824,"teacher_disagreement_score":0.108256385,"about_ca_system_score_codex":0.00022396083,"about_ca_system_score_gemma":0.000069853224,"threshold_uncertainty_score":0.99923354},"labels":[],"label_agreement":null},{"id":"W4283155773","doi":"10.3390/su14127411","title":"When Are Loss Frames More Effective in Climate Change Communication? An Application of Fear Appeal Theory","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Fear appeal; Framing (construction); Appeal; Social psychology; Psychology; Framing effect; Political science; Persuasion; Engineering","score_opus":0.09664216101374268,"score_gpt":0.42693128014058906,"score_spread":0.3302891191268464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283155773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839112,0.00031025338,0.00007907131,0.011710323,0.00003738523,0.002214437,0.000109826586,0.000089040295,0.00153846],"genre_scores_gemma":[0.99759847,0.00034386554,0.00007131054,0.00021642186,0.00003501474,0.0015451101,0.0001533113,0.000010787954,0.000025721924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956411,0.0033199242,0.00024935222,0.00024373017,0.0002869138,0.0002589638],"domain_scores_gemma":[0.9979866,0.00039539917,0.00021861566,0.0009450003,0.00039023193,0.00006413247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004455779,0.00009339136,0.0001839521,0.000116208335,0.00084281916,0.000023632125,0.0006456983,0.00007667947,0.00037085038],"category_scores_gemma":[0.00046804987,0.00010668266,0.00005839574,0.00043719955,0.00057268114,0.00028245544,0.00042635194,0.00030442738,0.000002628633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019585385,0.00069345685,0.49399197,0.00015726169,0.000005101,7.030391e-7,0.29747897,0.000046226298,0.000009500623,0.120693386,0.000028011027,0.08669954],"study_design_scores_gemma":[0.00025784608,0.000057474666,0.56280094,0.000010213333,0.0000074197096,2.973362e-7,0.3099882,0.00028970893,0.0000028305847,0.117845915,0.008614315,0.00012484961],"about_ca_topic_score_codex":0.006368786,"about_ca_topic_score_gemma":0.007715159,"teacher_disagreement_score":0.08657469,"about_ca_system_score_codex":0.0013292831,"about_ca_system_score_gemma":0.00009273235,"threshold_uncertainty_score":0.96277416},"labels":[],"label_agreement":null},{"id":"W4283165858","doi":"10.1177/19401612221106405","title":"How Climate Movement Actors and News Media Frame Climate Change and Strike: Evidence from Analyzing Twitter and News Media Discourse from 2018 to 2021","year":2022,"lang":"en","type":"article","venue":"The International Journal of Press/Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Framing (construction); Climate justice; Mainstream; Political science; Climate change; News media; Blame; Social media; Frame analysis; Politics; Social movement; Public relations; Political economy of climate change; Political economy; Sociology; Content analysis; Geography; Social science; Law; Social psychology","score_opus":0.37414044586523754,"score_gpt":0.4301319264093609,"score_spread":0.05599148054412334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283165858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9267658,0.0030506777,0.00010629829,0.06815149,0.0010052274,0.00016647013,0.0006255255,0.000007816483,0.00012068251],"genre_scores_gemma":[0.9236116,0.07068553,0.0007045034,0.0026115,0.0022589725,0.000017673554,0.00004849467,0.000015256588,0.000046470457],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980242,0.00037833062,0.0003454566,0.00017964987,0.0008095177,0.0002627926],"domain_scores_gemma":[0.99787724,0.0011174531,0.00038300263,0.00020735836,0.00017974761,0.00023518859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007589077,0.00013546392,0.00020829575,0.00011678556,0.00046096646,0.00050744147,0.00065105327,0.000051046525,0.00050774915],"category_scores_gemma":[0.00042419232,0.00010875435,0.00005442128,0.00007396868,0.0002344084,0.00053694716,0.00081500446,0.00032684172,0.000002236048],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042892442,0.00027100285,0.18266284,0.000029324608,0.00047824395,0.000056111567,0.6938423,0.000052468196,0.004719184,0.009783579,0.0077003175,0.0999757],"study_design_scores_gemma":[0.0028050311,0.00034688416,0.28213817,0.0013111552,0.0006736287,0.000030459883,0.4873775,0.0015078033,0.0003781573,0.036892388,0.18544832,0.0010905188],"about_ca_topic_score_codex":0.008087723,"about_ca_topic_score_gemma":0.0059079058,"teacher_disagreement_score":0.20646483,"about_ca_system_score_codex":0.00018206803,"about_ca_system_score_gemma":0.000043141335,"threshold_uncertainty_score":0.9985175},"labels":[],"label_agreement":null},{"id":"W4283211304","doi":"10.1111/cars.12388","title":"Climate denial in Canada and the United States","year":2022,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Denial; Skepticism; Ideology; Politics; Political science; Climate change; Conviction; Humanities; Ethnology; Sociology; Philosophy; Law; Psychology; Theology","score_opus":0.23213631025466325,"score_gpt":0.36026428978769587,"score_spread":0.12812797953303262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283211304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245676,0.018521355,3.8643452e-7,0.05428006,0.0002554095,0.0005205,0.00038203818,0.000012010641,0.0014606505],"genre_scores_gemma":[0.7764229,0.20753385,0.000017183022,0.015433445,0.000045754725,0.00017803702,0.00032407636,0.000009191508,0.00003555082],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99619067,0.0023183974,0.00037719047,0.00019951818,0.00006654752,0.0008476626],"domain_scores_gemma":[0.9980566,0.0010103249,0.00019334207,0.0002902168,0.000095468204,0.0003540447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004374037,0.00012147741,0.0004015344,0.00013026095,0.0010329377,0.000007044195,0.0006197576,0.000089877925,0.0009038105],"category_scores_gemma":[0.0010627658,0.00011296058,0.00007378347,0.00036194207,0.0014074481,0.000031341187,0.0001162541,0.0005126626,0.000002102787],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068537614,0.000024592395,0.4558099,0.001776604,0.0000849238,0.000099653975,0.3434308,0.00020256435,0.000007151099,0.15902655,0.022239259,0.017229484],"study_design_scores_gemma":[0.0010705267,0.000052873318,0.117180385,0.0006399952,0.00007180663,0.000020878737,0.49563512,0.00033143334,1.5280291e-7,0.010040536,0.37452647,0.00042981107],"about_ca_topic_score_codex":0.99841344,"about_ca_topic_score_gemma":0.9999481,"teacher_disagreement_score":0.3522872,"about_ca_system_score_codex":0.0060322024,"about_ca_system_score_gemma":0.004128689,"threshold_uncertainty_score":0.9977835},"labels":[],"label_agreement":null},{"id":"W4283311230","doi":"10.1371/journal.pcbi.1010130","title":"Ten simple rules for improving communication among scientists","year":2022,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; PROTEO","funders":"Genetics Society of America","keywords":"Computer science; Science communication; Scientific communication; The Internet; Introspection; Strengths and weaknesses; Data science; Work (physics); Key (lock); Knowledge management; Simple (philosophy); Order (exchange); Management science; Psychology; World Wide Web; Science education; Engineering; Social psychology","score_opus":0.31096440944002046,"score_gpt":0.43333029195406636,"score_spread":0.1223658825140459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283311230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760215,0.00025518372,0.0058802096,0.0068934495,0.0002719553,0.00086140033,0.00044540814,0.00020283237,0.009168009],"genre_scores_gemma":[0.99121255,0.000038160157,0.0047905887,0.00041074492,0.00006909508,0.00026675538,0.0030195368,0.000007735744,0.0001848289],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998879,0.00046239168,0.00017103927,0.00016135808,0.00015201206,0.00017421179],"domain_scores_gemma":[0.99887747,0.00061056454,0.00012839783,0.0001729886,0.00016504654,0.000045543926],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007206328,0.000056953566,0.000088917826,0.00010163009,0.002369354,0.000046779776,0.00043259255,0.000040287712,0.00092740916],"category_scores_gemma":[0.00019462129,0.00006510752,0.00004764694,0.00016918282,0.0003076338,0.0000956982,0.00024048144,0.000102624275,0.000021094402],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104836945,0.00074770075,0.08569485,0.000059041668,0.00007419625,4.8777724e-7,0.041430045,0.0054091257,0.0029976792,0.73745346,0.0067250296,0.119303554],"study_design_scores_gemma":[0.0016087047,0.00030232046,0.11611872,0.000013670324,0.000053925938,0.0000035123783,0.021558607,0.14308788,0.000029610968,0.3817861,0.3347679,0.000669033],"about_ca_topic_score_codex":0.00062178116,"about_ca_topic_score_gemma":0.0007532295,"teacher_disagreement_score":0.35566735,"about_ca_system_score_codex":0.00016879287,"about_ca_system_score_gemma":0.00009023279,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W4283360357","doi":"10.3389/fpsyg.2022.920313","title":"Exploring Climate Emotions in Canada’s Provincial North","year":2022,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Climate change; Context (archaeology); Vulnerability (computing); Geography; Psychology; Worry; Indigenous; Socioeconomics; Political science; Social psychology; Sociology; Anxiety; Ecology","score_opus":0.4118116341770925,"score_gpt":0.4099767456094697,"score_spread":0.0018348885676228166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283360357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497732,0.00010442112,0.00010984773,0.011001029,0.004435116,0.00025466035,0.00004807429,0.000028151744,0.034245536],"genre_scores_gemma":[0.9942898,0.003832563,0.00046297803,0.0009930923,0.00008172818,0.00022047947,0.000050447758,0.000008036474,0.000060830087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998761,0.00045798795,0.00016283998,0.00016442244,0.00015399554,0.0002997365],"domain_scores_gemma":[0.99967897,0.000021823997,0.00004840813,0.00019478006,0.000012238551,0.000043785476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043469656,0.00005228265,0.00010717788,0.00019954254,0.0004043223,0.0000075682556,0.00031880947,0.000021567726,0.0005061638],"category_scores_gemma":[0.000032913234,0.00006882747,0.000018507932,0.0004701546,0.000062148014,0.000101876154,0.000085952925,0.00025200055,0.000005192433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036947527,0.0000784896,0.8475613,0.0000034094776,0.000002166464,0.000011292898,0.02184896,0.00005968696,0.0000044809963,0.00052353746,0.019664686,0.11020502],"study_design_scores_gemma":[0.00029918124,0.000015207468,0.6089586,0.0000029882683,0.000001292137,9.118273e-7,0.040249635,0.00006781466,5.9075866e-8,0.00036800018,0.34994602,0.00009027731],"about_ca_topic_score_codex":0.72316134,"about_ca_topic_score_gemma":0.9978119,"teacher_disagreement_score":0.33028132,"about_ca_system_score_codex":0.0011649963,"about_ca_system_score_gemma":0.00039630843,"threshold_uncertainty_score":0.5542139},"labels":[],"label_agreement":null},{"id":"W4283645176","doi":"10.1007/s10584-022-03390-3","title":"Russian climate scepticism: an understudied case","year":2022,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Skepticism; Countermovement; Politics; Context (archaeology); Climate change; Political science; Environmental ethics; Balance (ability); Authoritarianism; Political economy; Sociology; Geography; Law; Epistemology; Psychology; Democracy; Ecology; Philosophy","score_opus":0.8131568293520012,"score_gpt":0.5221482916689767,"score_spread":0.2910085376830245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283645176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7082027,0.00056978985,0.000049056383,0.02214722,0.0015378137,0.0018390613,0.0002333152,0.00069800316,0.264723],"genre_scores_gemma":[0.99460554,0.0017324685,0.00026851345,0.0021081818,0.00034657534,0.0004939724,0.00014408518,0.000026416756,0.00027425485],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99785787,0.00076014875,0.0002630607,0.00024942777,0.00038535445,0.00048412156],"domain_scores_gemma":[0.99895686,0.00013433011,0.00014057162,0.0005358685,0.00003469669,0.00019769315],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015098804,0.00013220099,0.00019187418,0.00013905206,0.0038495697,0.00009797861,0.00039294062,0.000054452725,0.012431573],"category_scores_gemma":[0.000050624698,0.00014669064,0.00007961202,0.000449836,0.00021094429,0.00029577108,0.00035442694,0.0002244457,0.00019321813],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053168384,0.0008377896,0.0032242597,0.00012329529,0.00002896873,0.00037724257,0.80253756,0.0000067026963,0.00006217574,0.13604188,0.0014170483,0.055289928],"study_design_scores_gemma":[0.0009867316,0.00032393695,0.003428697,0.000036258865,0.00008557002,0.0002906344,0.8455728,0.002438948,0.0000012571081,0.0037020978,0.14250432,0.00062871096],"about_ca_topic_score_codex":0.0018941814,"about_ca_topic_score_gemma":0.01601594,"teacher_disagreement_score":0.28640282,"about_ca_system_score_codex":0.00042273462,"about_ca_system_score_gemma":0.000035953544,"threshold_uncertainty_score":0.9974473},"labels":[],"label_agreement":null},{"id":"W4283721155","doi":"10.1007/s00267-022-01676-x","title":"Climax thinking on the coast: a focus group priming experiment with coastal property owners about climate adaptation","year":2022,"lang":"en","type":"article","venue":"Environmental Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Natural Resources Canada; Dalhousie University","keywords":"Priming (agriculture); Environmental resource management; Focus group; Climate change; Geography; Environmental planning; Business; Ecology; Marketing; Economics","score_opus":0.1581651717379846,"score_gpt":0.31717003642128294,"score_spread":0.15900486468329833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283721155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72110933,0.00032192553,0.0008904509,0.023212839,0.00056358246,0.004828036,0.00011404694,0.0003366356,0.24862313],"genre_scores_gemma":[0.9947462,0.0016668548,0.00044092635,0.001037167,0.00004571249,0.00071001553,0.00012380129,0.00002252549,0.0012067792],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979901,0.0004131972,0.00017812359,0.00027375776,0.00083111005,0.00031373542],"domain_scores_gemma":[0.9994183,0.00005037383,0.00013266032,0.00034047285,0.0000027259077,0.000055475546],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008855452,0.00014169054,0.000092181785,0.000057377307,0.0027274904,0.00010603199,0.0004050567,0.000020505788,0.0025555526],"category_scores_gemma":[0.0000028233715,0.00009088762,0.000051112114,0.000116974516,0.0001876627,0.00013139096,0.00058924104,0.00018150015,0.00007242832],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091888796,0.0024207348,0.0053998814,0.00006022799,0.00021394857,0.000050578157,0.52449054,0.0033828083,0.0019116721,0.10823633,0.0035077126,0.34940666],"study_design_scores_gemma":[0.00074892293,0.00038289197,0.008337903,0.000049288807,0.000043352327,0.0000019682213,0.58434886,0.0006980662,0.00004670302,0.00016996468,0.40485618,0.00031592636],"about_ca_topic_score_codex":0.00052604865,"about_ca_topic_score_gemma":0.0014309891,"teacher_disagreement_score":0.40134847,"about_ca_system_score_codex":0.00059423037,"about_ca_system_score_gemma":0.0000064665055,"threshold_uncertainty_score":0.9985708},"labels":[],"label_agreement":null},{"id":"W4283726727","doi":"10.4000/vertigo.35043","title":"Simulation des changements climatiques dans Civilization VI Gathering Storm","year":2022,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Forestry; Art","score_opus":0.34865976647299546,"score_gpt":0.42155535311379144,"score_spread":0.07289558664079598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283726727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95055246,0.004138671,0.0122763235,0.002744506,0.0017935802,0.00051906146,0.000081144564,0.00019980472,0.027694453],"genre_scores_gemma":[0.9868809,0.0068957405,0.00049434754,0.00040182067,0.00024666407,0.00008768692,0.00017821508,0.000025918693,0.0047887056],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817896,0.00067962153,0.00024628188,0.00020085037,0.0003995462,0.00029473755],"domain_scores_gemma":[0.9992889,0.00012658803,0.00014281865,0.0002689935,0.00008941589,0.0000832483],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005939143,0.00012507648,0.00011955112,0.00009089107,0.0018743795,0.00006985361,0.00029203692,0.000070785274,0.010810674],"category_scores_gemma":[0.000089520436,0.00016115583,0.00007231674,0.0005792885,0.00021912524,0.00044421075,0.00024010542,0.0001601428,0.00012701219],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005656674,0.00061733805,0.08827252,0.0002225295,0.00004773393,0.0000025392935,0.6786225,0.054939862,0.0021550017,0.022860734,0.00092536106,0.15127735],"study_design_scores_gemma":[0.00046897435,0.00021277311,0.03756273,0.0001603903,0.00006611584,0.0000012008425,0.08123075,0.2067376,0.00005847065,0.0035077236,0.66955465,0.00043863233],"about_ca_topic_score_codex":0.0011180514,"about_ca_topic_score_gemma":0.00955559,"teacher_disagreement_score":0.6686293,"about_ca_system_score_codex":0.0010590593,"about_ca_system_score_gemma":0.000035812092,"threshold_uncertainty_score":0.99942505},"labels":[],"label_agreement":null},{"id":"W4283815814","doi":"10.1080/13504622.2022.2094896","title":"Coming to our senses: Zen and the art of ecoactivism","year":2022,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Immediacy; Metaphysics; Wonder; Epistemology; Consciousness; Aesthetics; Contemplation; Sociology; Meaning (existential); TRACE (psycholinguistics); Environmental ethics; Psychology; Philosophy","score_opus":0.44966976962746774,"score_gpt":0.537137102724005,"score_spread":0.0874673330965372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283815814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154272,0.00012733396,0.00000435851,0.052665647,0.00012794224,0.000462751,0.000011293283,0.0000062427625,0.031167202],"genre_scores_gemma":[0.9890594,0.00076341396,0.00006239264,0.0003469192,0.000057861023,0.00015039649,0.000020260484,0.000004540154,0.009534835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99825317,0.0010280603,0.000083981125,0.00009315832,0.00042608456,0.000115520364],"domain_scores_gemma":[0.9995148,0.00020214923,0.000028965565,0.00018436628,0.000009676668,0.000060039376],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022502427,0.000028908456,0.000049279224,0.00008079198,0.0011187993,0.000028460268,0.00019468646,0.0000132854675,0.0019038338],"category_scores_gemma":[0.000090809146,0.000026197178,0.000017030014,0.00015303928,0.00022497961,0.000048632926,0.0002738586,0.00017336622,0.000091552334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025389137,0.001040463,0.017639453,0.00001743448,0.000019573972,3.002272e-7,0.6826676,0.00004091104,0.010418744,0.017409816,0.07023892,0.20025289],"study_design_scores_gemma":[0.00016651858,0.00002375453,0.019454526,0.0000038106973,0.0000018917632,9.0232294e-7,0.5632905,0.000026912297,0.000046562578,0.0004474079,0.41649863,0.000038610357],"about_ca_topic_score_codex":0.0009226823,"about_ca_topic_score_gemma":0.00013983861,"teacher_disagreement_score":0.3462597,"about_ca_system_score_codex":0.00024451927,"about_ca_system_score_gemma":0.00007341563,"threshold_uncertainty_score":0.99900854},"labels":[],"label_agreement":null},{"id":"W4283831900","doi":"10.21203/rs.3.rs-1574310/v2","title":"Pregnancy Intentions of Youth in the Era of Climate Change: A Qualitative Auto- Photography Study","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care Research Institute; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Thematic analysis; Climate change; Anxiety; Qualitative research; Grief; Psychology; Photo elicitation; Conversation; Social psychology; Geography; Developmental psychology; Sociology; Social science; Psychiatry","score_opus":0.7473300633960474,"score_gpt":0.6212825856290516,"score_spread":0.12604747776699576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283831900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9494927,0.0021944488,0.0000058557016,0.0026556293,0.00019262811,0.0068906,0.0015724576,0.000044649,0.03695103],"genre_scores_gemma":[0.9705262,0.02701781,0.000028315173,0.000012172721,0.000039034912,0.0021065406,0.00023166045,0.000012854009,0.000025382247],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9846347,0.01224979,0.00048562264,0.00030505972,0.0019381385,0.0003866884],"domain_scores_gemma":[0.99705297,0.0010104214,0.0002684231,0.0009109289,0.000704838,0.00005241809],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.011627885,0.0001228239,0.00030384748,0.0006159579,0.000621513,0.00006476048,0.0013618097,0.00012283893,0.0010836971],"category_scores_gemma":[0.000703823,0.000104150226,0.00021424887,0.0018135562,0.00060563727,0.00008974677,0.0014052993,0.0016758061,0.0000043829],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034313558,0.0011697559,0.02035281,0.0004042851,0.000020566386,0.0000012461045,0.96984637,0.0000018775153,0.000008766715,0.002458535,0.000017138123,0.005684364],"study_design_scores_gemma":[0.00022565851,0.00025151475,0.07493425,0.0011371246,0.000017356531,2.8535245e-8,0.9217881,0.000017728977,8.779465e-7,0.0013107915,0.00023064816,0.00008593397],"about_ca_topic_score_codex":0.030915165,"about_ca_topic_score_gemma":0.048185483,"teacher_disagreement_score":0.05458144,"about_ca_system_score_codex":0.0001712355,"about_ca_system_score_gemma":0.0002210344,"threshold_uncertainty_score":0.9998295},"labels":[],"label_agreement":null},{"id":"W4284880057","doi":"10.1017/s0007123422000266","title":"The Politics of Intersecting Crises: The Effect of the COVID-19 Pandemic on Climate Policy Preferences","year":2022,"lang":"en","type":"article","venue":"British Journal of Political Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Montréal","funders":"University of California, Santa Barbara; University of Ottawa","keywords":"Climate change; Framing (construction); Pandemic; Public policy; Political science; Coronavirus disease 2019 (COVID-19); Politics; Government (linguistics); Complementarity (molecular biology); Public opinion; Political economy; Development economics; Economics; Public economics; Economic growth; Geography; Infectious disease (medical specialty)","score_opus":0.29535337135436207,"score_gpt":0.48022172727738527,"score_spread":0.1848683559230232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284880057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745934,0.0001883689,0.000009073829,0.015557223,0.0003963251,0.0001839246,0.000045388188,0.000007845472,0.0090184305],"genre_scores_gemma":[0.9975945,0.0008642942,0.000005448467,0.0012925749,0.00017590278,0.000005934009,2.8906064e-7,0.0000035685698,0.000057501093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9961253,0.0017241237,0.0004349098,0.00010029875,0.0010762414,0.0005391636],"domain_scores_gemma":[0.995907,0.0029794879,0.0004139871,0.0002376021,0.00020713882,0.00025475532],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.009007713,0.00006468719,0.00015257356,0.000079269135,0.004118497,0.00014859928,0.0019725165,0.00002741263,0.0001286612],"category_scores_gemma":[0.01224009,0.00003713684,0.00014490588,0.00074564613,0.003542092,0.00012783553,0.00044628428,0.00045757127,9.858288e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010152585,0.00012978911,0.06144029,0.0000654125,0.00002053078,0.0000045274533,0.026766824,0.00008933463,0.0010894012,0.8778152,0.0008292985,0.031647895],"study_design_scores_gemma":[0.0025210942,0.0037532526,0.37327805,0.0009220152,0.00020452299,0.002162924,0.40670228,0.00039829992,0.001345978,0.112545684,0.09550248,0.0006634355],"about_ca_topic_score_codex":0.011720265,"about_ca_topic_score_gemma":0.0027901765,"teacher_disagreement_score":0.76526946,"about_ca_system_score_codex":0.00072138757,"about_ca_system_score_gemma":0.00096227904,"threshold_uncertainty_score":0.9991697},"labels":[],"label_agreement":null},{"id":"W4285020279","doi":"10.1016/j.esg.2022.100147","title":"A portrait of the different configurations between digitally-enabled innovations and climate governance","year":2022,"lang":"en","type":"article","venue":"Earth System Governance","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Concordia University; Future Earth","funders":"ClimateWorks Foundation","keywords":"Pace; Corporate governance; Agency (philosophy); Empowerment; Accountability; Set (abstract data type); Architecture; Knowledge management; Work (physics); Business; Computer science; Process management; Political science; Engineering; Sociology; Geography","score_opus":0.1447372559348218,"score_gpt":0.33501363692891845,"score_spread":0.19027638099409663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285020279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089755,0.000449891,0.000046507063,0.005117936,0.00029112233,0.00063037925,0.0014072857,0.00007502043,0.08300639],"genre_scores_gemma":[0.9973231,0.00054432446,0.000015482085,0.00008838425,0.00007112316,0.00007312634,0.00002803839,0.000008172876,0.0018482482],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99859035,0.00026035734,0.00033054373,0.0001504941,0.00048572055,0.00018251815],"domain_scores_gemma":[0.9988956,0.00012923489,0.0005034457,0.00033910305,0.00009195869,0.000040679934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043271293,0.00008494336,0.00016746155,0.000014391238,0.0012561693,0.000059430477,0.00034745724,0.000032046795,0.00033093133],"category_scores_gemma":[0.000095847885,0.000072279014,0.00005406536,0.00041393208,0.00015559934,0.00016326658,0.00019457737,0.00015211973,0.000006133228],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018239632,0.00008820605,0.1620474,0.00014171754,0.000031762618,8.3744186e-7,0.014486752,0.000049275008,0.0006213873,0.815159,0.001230634,0.0061247437],"study_design_scores_gemma":[0.00021309842,0.000018834924,0.8366099,0.00008244162,0.000011195257,0.0000019456932,0.0046536103,0.00006302567,0.00002583784,0.000055321787,0.15816732,0.0000974552],"about_ca_topic_score_codex":0.0007661658,"about_ca_topic_score_gemma":0.0030018673,"teacher_disagreement_score":0.8151037,"about_ca_system_score_codex":0.00013104724,"about_ca_system_score_gemma":0.00009293937,"threshold_uncertainty_score":0.96615654},"labels":[],"label_agreement":null},{"id":"W4285117987","doi":"10.1071/pc21059","title":"Is poor mental health an unrecognised occupational health and safety hazard for conservation biologists and ecologists? Reported incidences, likely causes and possible solutions","year":2022,"lang":"en","type":"article","venue":"Pacific Conservation Biology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal Zoological Society of New South Wales; University of Oxford; Queen's University; McGill University","keywords":"Mental health; Environmental ethics; Hazard; Public relations; Psychology; Ecology; Sociology; Political science; Psychiatry; Biology","score_opus":0.5205166174573106,"score_gpt":0.48096291952242787,"score_spread":0.039553697934882726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285117987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7712703,0.001888094,0.0005454292,0.22249281,0.000339032,0.0015532133,0.0015379955,0.00013316023,0.00024001027],"genre_scores_gemma":[0.9676318,0.011937743,0.0014083935,0.013113605,0.000051220704,0.00029497818,0.0053426954,0.000010319657,0.0002092313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974893,0.0011071227,0.00052482553,0.00041648874,0.00012254014,0.00033972645],"domain_scores_gemma":[0.9984049,0.0005417781,0.00050955,0.00017247131,0.0001814627,0.0001898305],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026491575,0.00013040392,0.00025345746,0.00014930744,0.004282843,0.00007177867,0.00010782189,0.000108471395,0.00024437477],"category_scores_gemma":[0.0004401787,0.0001398502,0.000028064711,0.00025317946,0.0007195762,0.00020813046,0.00013793948,0.00012954394,0.0000011573428],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003655634,0.00014332344,0.9235239,0.000046360765,0.000033161243,1.9348829e-7,0.030266603,7.6539925e-7,0.0005180115,0.014751442,0.010446949,0.019903746],"study_design_scores_gemma":[0.0014784845,0.0011930596,0.6305237,0.000023215414,0.000013208399,0.000024566332,0.063395545,0.0022207084,0.0000049146297,0.0045875516,0.29621089,0.00032414676],"about_ca_topic_score_codex":0.0075946744,"about_ca_topic_score_gemma":0.037233427,"teacher_disagreement_score":0.29300016,"about_ca_system_score_codex":0.00028755446,"about_ca_system_score_gemma":0.00086090295,"threshold_uncertainty_score":0.99901384},"labels":[],"label_agreement":null},{"id":"W4285674936","doi":"10.3828/liverpool/9781789621723.001.0001","title":"Science Fiction and Climate Change","year":2020,"lang":"en","type":"book","venue":"Liverpool University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Skepticism; Climate change; Materialism; Subject (documents); History; Sociology; Media studies; Epistemology; Philosophy","score_opus":0.4091705062227776,"score_gpt":0.35697312022369826,"score_spread":0.05219738599907936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285674936","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016418465,0.0001180228,0.000006785494,0.00029367226,0.0002030038,0.00045602815,0.00011121747,0.00018461175,0.9984625],"genre_scores_gemma":[0.0031948052,0.029792033,0.00009866467,0.0003096517,0.0005017642,0.0000024855249,0.00006629823,0.000021078155,0.9660132],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877197,0.00013270376,0.00009299464,0.00036378868,0.00036193788,0.00027660103],"domain_scores_gemma":[0.99913096,0.000066037814,0.0001495753,0.00027865462,0.000139558,0.00023519501],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00028987016,0.00015313654,0.00017851108,0.00022092169,0.0014870585,0.0001349709,0.000591731,0.00023418959,0.00008605905],"category_scores_gemma":[0.000022187229,0.00019727573,0.000060283004,0.000060389135,0.0012166433,0.00032184378,0.00060450385,0.00029825486,0.000025670966],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007947587,0.000020892905,0.000034837038,0.00014584145,0.000022191514,0.000023596936,0.073491074,1.4680496e-7,0.00006611661,0.874415,0.010365541,0.041335285],"study_design_scores_gemma":[0.00015758189,0.000035296332,0.00014797306,0.0001066658,0.000058321082,7.741151e-7,0.0021293429,0.000058498048,0.0000022367733,0.00007461895,0.99701995,0.00020877332],"about_ca_topic_score_codex":0.0010515201,"about_ca_topic_score_gemma":0.0005167169,"teacher_disagreement_score":0.9866544,"about_ca_system_score_codex":0.00044065263,"about_ca_system_score_gemma":0.00027323098,"threshold_uncertainty_score":0.99981284},"labels":[],"label_agreement":null},{"id":"W4285745295","doi":"10.1007/978-3-030-98729-9_18","title":"Learning in An Uncertain World: Transforming Higher Education for the Anthropocene","year":2022,"lang":"en","type":"book-chapter","venue":"Creativity theory and action in education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College","funders":"","keywords":"Anthropocene; Pace; Leverage (statistics); Industrial Revolution; Environmental ethics; Political science; Sociology; Geography; Computer science; Archaeology; Philosophy","score_opus":0.30942612021921656,"score_gpt":0.4825733069026066,"score_spread":0.17314718668339002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285745295","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022516085,0.0035055468,0.00011323091,0.009831184,0.00274344,0.0020384868,0.000023495792,0.0000980766,0.95913047],"genre_scores_gemma":[0.51781535,0.029892499,0.000054592674,0.00042815975,0.0009120722,0.00082917424,0.00064092095,0.000043480046,0.44938374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862766,0.0006073086,0.0002272877,0.00024939794,0.00014384308,0.00014452732],"domain_scores_gemma":[0.9985309,0.0009713771,0.0001815153,0.0001942499,0.00007343695,0.00004849187],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016677241,0.00014450979,0.0001582948,0.00035398547,0.0010782614,0.000091365895,0.0001513056,0.00013972762,0.0053859134],"category_scores_gemma":[0.00008392227,0.00014230241,0.00005006675,0.00015931054,0.00022905445,0.0005041095,0.000018583753,0.00040547873,0.0000029557425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007895245,0.00012952158,0.00058562006,0.000030203468,0.0000036690415,2.5722812e-8,0.012199328,0.000020083562,0.000013381366,0.5153883,0.00010816942,0.47144276],"study_design_scores_gemma":[0.00013716878,0.000043540396,0.0033227296,0.00012776813,0.000029292542,5.1306444e-7,0.032350443,0.000022747497,0.0000031135146,0.12370394,0.8400754,0.00018336393],"about_ca_topic_score_codex":0.0010081665,"about_ca_topic_score_gemma":0.010917349,"teacher_disagreement_score":0.8399672,"about_ca_system_score_codex":0.00062238774,"about_ca_system_score_gemma":0.00051120145,"threshold_uncertainty_score":0.9955233},"labels":[],"label_agreement":null},{"id":"W4287447353","doi":"10.3389/fpsyg.2022.872544","title":"Eco-anxiety in children: A scoping review of the mental health impacts of the awareness of climate change","year":2022,"lang":"en","type":"review","venue":"Frontiers in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":262,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; McGill University; Bishop's University; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture","keywords":"Psychology; Mental health; Anxiety; Climate change; Developmental psychology; Clinical psychology; Cognitive psychology; Applied psychology; Psychiatry; Ecology","score_opus":0.33536674103798997,"score_gpt":0.5308346505242213,"score_spread":0.19546790948623133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287447353","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008533613,0.99222666,0.0000013706543,0.0017135266,0.001554226,0.0028107392,0.00021908259,0.0000048716806,0.0013842055],"genre_scores_gemma":[0.00005157488,0.99868894,0.00006003062,0.0008772358,0.00003869424,0.00018007307,0.000085842476,0.0000144950245,0.0000031235843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516845,0.003097601,0.0009665319,0.00023047888,0.00025819286,0.00027874697],"domain_scores_gemma":[0.99768806,0.00005777825,0.0014059272,0.0007934601,0.000022238763,0.000032539985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002577182,0.00015574099,0.0012491373,0.00017499679,0.00017516165,0.0000031090817,0.0012173587,0.00016408761,0.00036254126],"category_scores_gemma":[0.00011400134,0.00010795693,0.00035852846,0.0011570792,0.00037863757,0.00004616054,0.00031459058,0.0003910401,7.154019e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048593865,0.00010996726,0.029318491,0.030968538,0.000016913411,2.7859892e-8,0.006137516,2.2584812e-8,4.901765e-8,0.000052563726,0.001587949,0.9318031],"study_design_scores_gemma":[0.00039013408,0.000050908806,0.011400643,0.36455265,0.000071072405,0.0000056858225,0.0014986688,6.8305707e-7,8.0668144e-8,0.000094055984,0.6217359,0.00019955868],"about_ca_topic_score_codex":0.0013200752,"about_ca_topic_score_gemma":0.0039418796,"teacher_disagreement_score":0.93160355,"about_ca_system_score_codex":0.00028194985,"about_ca_system_score_gemma":0.0003526504,"threshold_uncertainty_score":0.44023556},"labels":[],"label_agreement":null},{"id":"W4289835774","doi":"10.1037/xge0001267","title":"Science beliefs, political ideology, and cognitive sophistication.","year":2022,"lang":"en","type":"article","venue":"Journal of Experimental Psychology General","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Social Sciences and Humanities Research Council of Canada; Agence Nationale de la Recherche; Miami Foundation; John Templeton Foundation","keywords":"Sophistication; Ideology; Cognition; Psychology; Social psychology; Motivated reasoning; Politics; PsycINFO; Cognitive psychology; Sociology; Social science; Political science; Law","score_opus":0.38079107965749626,"score_gpt":0.5571095475627751,"score_spread":0.17631846790527883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289835774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93849546,0.0017138189,0.000059504233,0.011705483,0.0009112037,0.000086293265,0.000008523437,0.000009440823,0.047010258],"genre_scores_gemma":[0.99464,0.00019016891,0.00051571114,0.0041546333,0.00028665148,0.000008254735,0.0000038157696,0.0000045223333,0.00019623498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99874467,0.00039786316,0.00022377413,0.00012507514,0.0002796101,0.00022901087],"domain_scores_gemma":[0.99938154,0.000085813816,0.00014423084,0.0000951893,0.00012372457,0.00016948087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011673204,0.000055265107,0.00010701191,0.00023064853,0.0012462193,0.0000260824,0.00030548967,0.000034149263,0.0015289322],"category_scores_gemma":[0.00013778383,0.00005731803,0.000036866863,0.00025180614,0.0016962008,0.00014720426,0.00014625948,0.00025657253,0.0000073818937],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026846823,0.001149822,0.012717307,0.0000020660384,0.00003897995,0.000026071917,0.051525988,0.0000020645189,0.22318529,0.70034313,0.004585278,0.0061555477],"study_design_scores_gemma":[0.009700731,0.00662738,0.28582135,0.000047107536,0.00014703548,0.0025513486,0.4167589,0.00018207318,0.005863819,0.045084033,0.22606571,0.0011505283],"about_ca_topic_score_codex":0.000059830138,"about_ca_topic_score_gemma":0.000009568109,"teacher_disagreement_score":0.6552591,"about_ca_system_score_codex":0.00020026593,"about_ca_system_score_gemma":0.00016567386,"threshold_uncertainty_score":0.9993838},"labels":[],"label_agreement":null},{"id":"W4290721431","doi":"10.31219/osf.io/kmztx","title":"A quick start guide for scientists engaging in science communication","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Science communication; Outreach; Action (physics); Scientific communication; Engineering ethics; Computer science; Public relations; Science education; Psychology; Engineering; Political science; Pedagogy; Library science","score_opus":0.5641165566534938,"score_gpt":0.5364635434703676,"score_spread":0.027653013183126185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290721431","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23793775,0.0012649967,0.0010445494,0.02553335,0.002018706,0.0035889936,0.00013437969,0.0003969333,0.72808033],"genre_scores_gemma":[0.96232057,0.008526548,0.017271716,0.0012077512,0.00011796666,0.0010687533,0.00052267953,0.000026201187,0.008937825],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976689,0.0005558426,0.0003680727,0.00041944184,0.000614222,0.00037350884],"domain_scores_gemma":[0.9979114,0.00035889138,0.00019261001,0.0011575178,0.00028301892,0.000096584234],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010023578,0.00011589971,0.00017099916,0.00048547587,0.002728725,0.00041620265,0.002294842,0.000097367534,0.0026183326],"category_scores_gemma":[0.00090307865,0.0001372291,0.000077159544,0.0007936701,0.0009296238,0.00026662796,0.0023472349,0.00051781733,0.000016998009],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055597724,0.0006097543,0.016745253,0.0002871781,0.000015649779,0.0000010687168,0.56500435,0.00093991193,0.0020571842,0.2891444,0.02951171,0.09562791],"study_design_scores_gemma":[0.00030859574,0.000014359268,0.0071369796,0.000117298085,0.000008377051,2.396611e-7,0.07948209,0.0027376253,0.000016745966,0.010032299,0.8998133,0.0003321157],"about_ca_topic_score_codex":0.015541188,"about_ca_topic_score_gemma":0.072322294,"teacher_disagreement_score":0.87030154,"about_ca_system_score_codex":0.0014754713,"about_ca_system_score_gemma":0.001072617,"threshold_uncertainty_score":0.9985696},"labels":[],"label_agreement":null},{"id":"W4291672668","doi":"10.1101/2022.08.10.503486","title":"“It’s my job”: A qualitative study of the mediatization of science within the scientist-journalist relationship","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outreach; Sociology; Point (geometry); Science communication; Humanism; Public relations; Media studies; Qualitative research; New media; Political science; Social science; Pedagogy; Science education","score_opus":0.24010826904692897,"score_gpt":0.4175721560954632,"score_spread":0.17746388704853425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291672668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935852,0.0001404704,0.000070004535,0.0029217177,0.0016428648,0.0011818954,0.0001130455,0.00004481977,0.0002999241],"genre_scores_gemma":[0.9991865,0.00019767843,0.00020900121,0.0001240296,0.00009990297,0.00013967609,2.8519855e-7,0.000021065356,0.000021862075],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9941788,0.0027723731,0.00072075776,0.0004133878,0.00167601,0.0002386768],"domain_scores_gemma":[0.9951922,0.00056419,0.0015190019,0.0014119799,0.0012135801,0.0000990294],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011643318,0.00018026266,0.00026921614,0.00030141813,0.002796708,0.00020254395,0.0023035125,0.0001232387,0.00020003755],"category_scores_gemma":[0.00361832,0.00013719888,0.000101113226,0.003005227,0.0025958584,0.00024138197,0.0010845328,0.00073296414,0.0000041362346],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039109465,0.00090990076,0.16321066,0.00019219078,0.0000934931,0.000001053992,0.7471315,0.0007955475,0.03123585,0.055883214,0.00050451554,0.000002966671],"study_design_scores_gemma":[0.0005614722,0.00009124333,0.79669785,0.0003222746,0.00017705951,6.24439e-9,0.19753574,0.00032961278,0.0013839068,0.0001086906,0.0023416544,0.0004504917],"about_ca_topic_score_codex":0.0013229117,"about_ca_topic_score_gemma":0.0017030386,"teacher_disagreement_score":0.6334872,"about_ca_system_score_codex":0.00052417774,"about_ca_system_score_gemma":0.0017685647,"threshold_uncertainty_score":0.99850154},"labels":[],"label_agreement":null},{"id":"W4293083192","doi":"10.1016/j.oneear.2022.07.007","title":"Empowering young people with climate and ocean science: Five strategies for adults to consider","year":2022,"lang":"en","type":"article","venue":"One Earth","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Works and Government Services Canada","funders":"Horizon 2020; Australian Research Council; Horizon 2020 Framework Programme; Bundesministerium für Verkehr und Digitale Infrastruktur; Havs- och Vattenmyndigheten; Nippon Foundation","keywords":"Climate science; Ocean science; Climate change; Psychology; Environmental science; Climatology; Geography; Oceanography; Geology","score_opus":0.147705720375505,"score_gpt":0.40755991993367446,"score_spread":0.25985419955816946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293083192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808785,0.000024766294,0.000039856055,0.0019205839,0.00008574654,0.00035481408,0.00003840223,0.000045228444,0.016612146],"genre_scores_gemma":[0.9985732,0.00015615861,0.0007099997,0.00017938852,0.00003401755,0.000038994778,0.000012458542,0.0000057848,0.0002899971],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99927586,0.000047622405,0.00007160025,0.00016080838,0.00022659534,0.00021753217],"domain_scores_gemma":[0.9996015,0.000055556477,0.000035646353,0.00013349524,0.00008981486,0.00008398451],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00060143304,0.00004861492,0.00007309563,0.00006436473,0.0027120714,0.00015011811,0.00014061622,0.000012107428,0.00038490817],"category_scores_gemma":[0.00004067058,0.0000493953,0.00001205631,0.00023245405,0.0001794854,0.0002272909,0.00017877626,0.00006132287,0.000004989791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021347853,0.000080822836,0.018293153,0.000037031212,0.000007425901,7.121476e-7,0.9210045,0.00018699554,0.0010087631,0.055505,0.000347356,0.0033147892],"study_design_scores_gemma":[0.00073676184,0.00042904247,0.0740636,0.00004686191,0.000012084939,0.0000054187703,0.8964152,0.0006256451,0.000033615248,0.0007057781,0.02665478,0.00027122442],"about_ca_topic_score_codex":0.0011326914,"about_ca_topic_score_gemma":0.0333624,"teacher_disagreement_score":0.055770446,"about_ca_system_score_codex":0.000036721627,"about_ca_system_score_gemma":0.0001387977,"threshold_uncertainty_score":0.99858624},"labels":[],"label_agreement":null},{"id":"W4294170363","doi":"10.31235/osf.io/4yqve","title":"The Polarization of Popular Culture: Tracing the Size, Shape, and Depth of the Oil Spill","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Spillage; Popular culture; Polarization (electrochemistry); Ideology; Politics; Oil spill; Sociology; Political science; Media studies; Geography; Ecology; Law; Environmental protection","score_opus":0.23772001474268276,"score_gpt":0.40751923539461654,"score_spread":0.16979922065193379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294170363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6666219,0.0061755367,0.000060689013,0.04700768,0.0013020972,0.0010506643,0.000113351445,0.00008557703,0.27758247],"genre_scores_gemma":[0.9748359,0.01842132,0.000061110295,0.0002457137,0.00006258575,0.000024671404,0.000025547939,0.000007453935,0.006315734],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850714,0.00067074026,0.00024369585,0.00012214559,0.00035587273,0.00010038166],"domain_scores_gemma":[0.99886084,0.00017577645,0.00031101314,0.00052264123,0.00010936769,0.000020359272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012060995,0.00008240052,0.00011738767,0.000014576595,0.0012249122,0.00007105617,0.00079108414,0.00010953316,0.000563372],"category_scores_gemma":[0.00040779944,0.000040014966,0.00009691335,0.00020615131,0.00035198272,0.00003392561,0.0007232649,0.00033627334,6.5505895e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005418019,0.00016951947,0.05279164,0.00033754043,0.0001342536,1.6065962e-7,0.5653567,0.00020255428,0.0054517756,0.18825257,0.0021962647,0.18505286],"study_design_scores_gemma":[0.00046882548,0.000054255957,0.20899989,0.00029208255,0.00024690366,0.0000019569782,0.36451614,0.0018477942,0.00021503995,0.018234601,0.40459758,0.00052490603],"about_ca_topic_score_codex":0.0037032417,"about_ca_topic_score_gemma":0.022857582,"teacher_disagreement_score":0.40240133,"about_ca_system_score_codex":0.000050173352,"about_ca_system_score_gemma":0.00006733929,"threshold_uncertainty_score":0.9949727},"labels":[],"label_agreement":null},{"id":"W4295832487","doi":"10.1525/001c.37273","title":"“You Will Say, ‘Wow’”: Cinematic Glamping and Ecomasculine Crisis in (and around) <i>The Revenant</i>","year":2022,"lang":"en","type":"article","venue":"Media+Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Film director; Tribute; Wilderness; Adventure; Drama; Frontier; Power (physics); Beauty; Studio; Aesthetics; Art; Media studies; Face (sociological concept); History; Sociology; Art history; Literature; Visual arts; Political science; Movie theater; Law; Social science; Ecology","score_opus":0.1408529675510577,"score_gpt":0.336321076477225,"score_spread":0.19546810892616728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295832487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9031632,0.002701051,0.00005966079,0.0907172,0.00017555463,0.00055006315,0.000016716478,0.000028758395,0.0025878213],"genre_scores_gemma":[0.9652248,0.032257915,0.00017393609,0.0016774394,0.00012494164,0.00014079497,0.000026897642,0.000011311018,0.00036198858],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865365,0.0004536108,0.00020392683,0.00018168773,0.00032018975,0.00018695797],"domain_scores_gemma":[0.9993731,0.00021083448,0.00007323734,0.000268742,0.0000031162404,0.00007099036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014343656,0.00008436179,0.00013148409,0.000049484064,0.00068722793,0.00003645312,0.0001991842,0.000030676012,0.0013965364],"category_scores_gemma":[0.000055806966,0.00007167836,0.000027058966,0.00010118304,0.0001753953,0.0000907127,0.00029642138,0.00017943421,0.00001782204],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074158714,0.0007886031,0.06642351,0.00016518467,0.000051722054,0.000021452803,0.82636064,0.0005117277,0.0012431071,0.0049857,0.010006913,0.089367256],"study_design_scores_gemma":[0.0006812487,0.00005633272,0.03168122,0.000031174466,0.000026890693,0.0000070039277,0.19047493,0.0006632228,0.0000043174045,0.004344846,0.7717909,0.00023786866],"about_ca_topic_score_codex":0.0005657866,"about_ca_topic_score_gemma":0.0013429563,"teacher_disagreement_score":0.761784,"about_ca_system_score_codex":0.00018401003,"about_ca_system_score_gemma":0.000012336033,"threshold_uncertainty_score":0.9995163},"labels":[],"label_agreement":null},{"id":"W4295836125","doi":"10.1159/000527006","title":"How Do Researchers Question Children and Adolescents? A Systematic Assessment of Developmental Research Methods","year":2022,"lang":"en","type":"article","venue":"Human Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Context (archaeology); Psychology; Variety (cybernetics); Likert scale; Qualitative research; Odds; Affect (linguistics); Content analysis; Quality (philosophy); Developmental psychology; Medical education; Medicine; Social science; Computer science; Sociology","score_opus":0.6729363328039382,"score_gpt":0.6047460709403952,"score_spread":0.06819026186354293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295836125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894472,0.0005117601,0.00023245231,0.0009822331,0.00006465963,0.0016435906,0.0000044143044,0.000054829277,0.0070589026],"genre_scores_gemma":[0.9837639,0.00036486844,0.013993714,0.000024922483,0.000020566375,0.0003524727,0.000048021557,0.00001198393,0.0014195513],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99333483,0.004665862,0.00030849085,0.00023605512,0.0011494955,0.0003052386],"domain_scores_gemma":[0.99918664,0.00016135564,0.00012859076,0.0002030726,0.0002017674,0.00011855033],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01370871,0.00009017474,0.00019348536,0.0003355545,0.00238703,0.00016966711,0.00042873935,0.00004487033,0.00045274795],"category_scores_gemma":[0.00022656712,0.00009428528,0.000026700609,0.00045244087,0.00026713783,0.00011508769,0.00062680966,0.00035548004,0.0000038141557],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061848936,0.0012067014,0.3456705,0.006017519,0.00020463992,0.000005415573,0.49030933,0.000005698921,0.006288963,0.05665163,0.0028810054,0.09069677],"study_design_scores_gemma":[0.00096028304,0.0001367833,0.84608674,0.0022373751,0.000016665466,0.0000081506405,0.13867682,0.00003650349,0.00018409805,0.0008654341,0.010403663,0.0003874915],"about_ca_topic_score_codex":0.0003208084,"about_ca_topic_score_gemma":0.00048359568,"teacher_disagreement_score":0.5004163,"about_ca_system_score_codex":0.0012914703,"about_ca_system_score_gemma":0.0004344982,"threshold_uncertainty_score":0.99891174},"labels":[],"label_agreement":null},{"id":"W4297265907","doi":"10.1080/09540261.2022.2126297","title":"“Not about us without us” – the feelings and hopes of climate-concerned young people around the world","year":2022,"lang":"en","type":"article","venue":"International Review of Psychiatry","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Feeling; Politics; Humanity; Affect (linguistics); Psychology; Climate change; Mental health; Work (physics); Social psychology; Political science; Psychotherapist; Law","score_opus":0.11146935881334546,"score_gpt":0.4238144671112714,"score_spread":0.31234510829792594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297265907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5556062,0.07102486,0.000015319756,0.2259488,0.0034937097,0.0010312981,0.00021618724,0.00003976945,0.14262389],"genre_scores_gemma":[0.73868495,0.255288,0.0001499265,0.004832686,0.00023945062,0.000075806754,0.00003341775,0.000008026906,0.00068775844],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985781,0.0003263875,0.00036229746,0.000118353084,0.00051113765,0.000103735416],"domain_scores_gemma":[0.99899197,0.00018398846,0.00039463557,0.00026155644,0.00014293741,0.000024895611],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016161851,0.0000728121,0.00016061269,0.000045863173,0.00050414127,0.000038110753,0.000716876,0.000016195088,0.0021130808],"category_scores_gemma":[0.00012844977,0.000048935333,0.00010524831,0.00024961596,0.00021100465,0.00008855216,0.00021298316,0.000161079,0.000007625431],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086852604,0.00017108704,0.76786816,0.0008324826,0.0000951858,1.04984245e-7,0.013638403,0.000012847167,0.00006841199,0.18702915,0.010870122,0.019327212],"study_design_scores_gemma":[0.00026771156,0.000030513234,0.24663588,0.0011883934,0.000071199305,0.0000060443213,0.008677588,0.00013190464,0.0000027287208,0.0016212437,0.74123853,0.00012827473],"about_ca_topic_score_codex":0.002244477,"about_ca_topic_score_gemma":0.027911719,"teacher_disagreement_score":0.7303684,"about_ca_system_score_codex":0.000054419583,"about_ca_system_score_gemma":0.00008521537,"threshold_uncertainty_score":0.99879915},"labels":[],"label_agreement":null},{"id":"W4297887281","doi":"10.31234/osf.io/wdxsb","title":"Insights into accuracy of social scientists' forecasts of societal change","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Agentúra na Podporu Výskumu a Vývoja; John Templeton Foundation; National Research University Higher School of Economics; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Institutes of Health; National Science Foundation","keywords":"Tournament; Benchmarking; Econometrics; Economics; Marketing; Mathematics; Business","score_opus":0.5851923084462335,"score_gpt":0.5055284926663767,"score_spread":0.07966381577985682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297887281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7955202,0.0007443078,0.00007077431,0.0041304007,0.0016164646,0.0010530906,0.00010613643,0.00010045774,0.19665818],"genre_scores_gemma":[0.99482054,0.002680245,0.00037341766,0.00013262508,0.0002968531,0.00012831023,0.00032968863,0.000013354694,0.001224979],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998085,0.00040233097,0.00039748265,0.00025917025,0.0006798548,0.00017611384],"domain_scores_gemma":[0.9985418,0.00015745385,0.0005784554,0.00039352482,0.0002691709,0.000059608516],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006786295,0.00013440763,0.0003228714,0.00017967775,0.00073548063,0.000043456737,0.00094322354,0.00024472066,0.010171655],"category_scores_gemma":[0.00016000046,0.0001415993,0.0002853656,0.00038851603,0.0006813417,0.00016075179,0.0017439733,0.0003421562,0.0000125514825],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021275964,0.00030171423,0.00068226113,0.00040115506,0.000046136673,4.448233e-7,0.8718353,0.0000021988994,0.00090668205,0.0698415,0.003934336,0.05202698],"study_design_scores_gemma":[0.00088437676,0.00013299825,0.03495931,0.00021263605,0.0001392265,3.8725696e-7,0.2550895,0.0006574035,0.00036512708,0.041577578,0.6649676,0.0010138942],"about_ca_topic_score_codex":0.0089637,"about_ca_topic_score_gemma":0.012939116,"teacher_disagreement_score":0.6610333,"about_ca_system_score_codex":0.0002537788,"about_ca_system_score_gemma":0.0002727455,"threshold_uncertainty_score":0.9976357},"labels":[],"label_agreement":null},{"id":"W4298000616","doi":"10.1002/9781119678816.iehc0647","title":"Health Journalism","year":2022,"lang":"en","type":"other","venue":"The International Encyclopedia of Health Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Journalism; Public relations; Distrust; Disinformation; Technical Journalism; Social media; Political science; Health care; Health policy; News media; Law","score_opus":0.24300918017692885,"score_gpt":0.46718124436367475,"score_spread":0.2241720641867459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298000616","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014127841,0.012555558,0.000025174842,0.22293541,0.0007266167,0.00047159457,0.000092987146,0.00009877131,0.76307976],"genre_scores_gemma":[0.0013361326,0.62726986,0.0006219807,0.0035468654,0.00035212006,0.000095586285,0.0009950165,0.00012426858,0.3656582],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958396,0.0022674252,0.000668313,0.00015021193,0.00084648735,0.00022794414],"domain_scores_gemma":[0.9966056,0.00034318859,0.001741085,0.0011163538,0.00010733222,0.00008645056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00429323,0.00013408955,0.00030560154,0.00026426345,0.0010504213,0.000038561557,0.0026989533,0.000093394825,0.030593956],"category_scores_gemma":[0.00022667173,0.00012218494,0.000101267484,0.00023594793,0.00027441268,0.0000718314,0.0004637715,0.0005448453,0.000076096956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005424575,0.000079136444,0.000218952,0.000028208195,0.000028634877,3.6718298e-8,0.016685866,0.0000022257439,1.3228674e-7,0.026640581,0.87916946,0.07714132],"study_design_scores_gemma":[0.00013691557,0.000021280244,0.00064136146,0.00014743712,0.0000045129573,0.0000014513361,0.0056821434,0.000012045404,2.0808123e-8,0.0010408711,0.99222076,0.00009120449],"about_ca_topic_score_codex":0.055786863,"about_ca_topic_score_gemma":0.04099358,"teacher_disagreement_score":0.61471426,"about_ca_system_score_codex":0.000811521,"about_ca_system_score_gemma":0.0008904193,"threshold_uncertainty_score":0.9765058},"labels":[],"label_agreement":null},{"id":"W4300423191","doi":"10.5267/j.jfs.2021.1.001","title":"A survey on the effect of global warming in Canada","year":2021,"lang":"en","type":"article","venue":"Journal of Future Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Popularity; Social media; Advertising; Business; Social media optimization; Public relations; Marketing; Political science; Computer science; World Wide Web","score_opus":0.09233630812744592,"score_gpt":0.40502910232085076,"score_spread":0.31269279419340484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300423191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97893924,0.00024603965,0.000002102128,0.019628532,0.0002851604,0.00009807262,0.000009223454,0.0000011751912,0.00079043006],"genre_scores_gemma":[0.99956256,0.00018475014,0.0000033269357,0.00010399038,0.00012904612,9.1119296e-7,0.0000013894595,0.0000014096556,0.000012603675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967393,0.00252608,0.00024738308,0.000053908898,0.00031180086,0.00012150707],"domain_scores_gemma":[0.9979785,0.0009789017,0.00017524058,0.00018364115,0.0006353132,0.00004836798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040766317,0.000047979873,0.00016069744,0.000013314472,0.000116084186,0.000014748169,0.00021628905,0.00003931945,0.00016266138],"category_scores_gemma":[0.0041075586,0.00003093929,0.000062894156,0.00041022184,0.00006560084,0.000050322848,0.000030608884,0.0002014731,1.6825707e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010146732,0.00002303323,0.9813944,0.000030123794,0.000005817047,0.00001221624,0.0042102286,0.000032377447,0.0000041034823,0.0005275104,0.000907287,0.012751444],"study_design_scores_gemma":[0.00016288135,0.000051415114,0.9377666,0.000018305422,0.000004277494,0.0000013533422,0.055696484,0.00000586875,0.000020602229,0.00032300202,0.005918932,0.000030255254],"about_ca_topic_score_codex":0.73559886,"about_ca_topic_score_gemma":0.99284476,"teacher_disagreement_score":0.2572459,"about_ca_system_score_codex":0.0028430494,"about_ca_system_score_gemma":0.0029808464,"threshold_uncertainty_score":0.7434475},"labels":[],"label_agreement":null},{"id":"W4300690928","doi":"10.1371/journal.pone.0274379","title":"The (im-)moral scientist? Measurement and framing effects shape the association between scientists and immorality","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"European Research Council; European Commission","keywords":"Distrust; Morality; Ambivalence; Framing (construction); Immorality; Skepticism; Social psychology; Perception; Typology; Psychology; Sociology; Epistemology; Political science; Law","score_opus":0.4627553218802082,"score_gpt":0.37638488659473623,"score_spread":0.08637043528547195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300690928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852081,0.00077711,0.000002871847,0.011014144,0.00013512949,0.00041194385,0.000014699332,0.000034428747,0.0024015857],"genre_scores_gemma":[0.9985919,0.00061905023,0.0000407544,0.00017016593,0.00010049792,0.000062460225,0.000010597029,0.0000044399217,0.00040015436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99752885,0.00084968994,0.00011998727,0.00015306364,0.0011415486,0.0002068489],"domain_scores_gemma":[0.99904454,0.00046289398,0.00011874884,0.00019080027,0.00012599779,0.000057024376],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006136738,0.00005514525,0.00008981086,0.000029112996,0.006440178,0.0003736265,0.00027349524,0.000027820202,0.00009261777],"category_scores_gemma":[0.0006628394,0.00004150918,0.000020464508,0.00028589225,0.00029563069,0.00010901284,0.00030283054,0.00017861408,0.0000067368032],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026050078,0.0004519755,0.854196,0.00009397334,0.0001864411,6.552229e-7,0.05611976,6.123276e-7,0.0047677997,0.009374073,0.0014199498,0.073362686],"study_design_scores_gemma":[0.0003027679,0.00005181619,0.9747473,0.000043303076,0.000117681644,1.8127211e-7,0.005341725,0.00031157496,0.000119630036,0.0018806811,0.0169503,0.00013306092],"about_ca_topic_score_codex":0.00048204503,"about_ca_topic_score_gemma":0.0021480368,"teacher_disagreement_score":0.12055125,"about_ca_system_score_codex":0.00039141576,"about_ca_system_score_gemma":0.000036899,"threshold_uncertainty_score":0.9948533},"labels":[],"label_agreement":null},{"id":"W4300865028","doi":"10.1136/bmjopen-2022-062449","title":"Measuring negative emotional responses to climate change among young people in survey research: a systematic review protocol","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia; Athabasca University","funders":"Michael Smith Health Research BC; Social Sciences and Humanities Research Council of Canada; Athabasca University","keywords":"Medicine; Protocol (science); Survey research; Public health; Alternative medicine; Family medicine; Environmental health; Applied psychology; Nursing; Pathology","score_opus":0.9425961041981394,"score_gpt":0.6697519092643095,"score_spread":0.27284419493382994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300865028","genre_codex":"protocol","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018318906,0.2327955,3.9109278e-7,0.0005959936,0.00009929682,0.74845004,0.00027363232,0.000039441606,0.017743852],"genre_scores_gemma":[0.0000011553665,0.5098259,0.000017284365,0.000084280655,0.00005507492,0.48923492,0.00013628555,0.00002543953,0.0006196828],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9509829,0.045014475,0.0013156616,0.0005564327,0.0015247308,0.00060576753],"domain_scores_gemma":[0.9935815,0.003926614,0.00075267407,0.0011693729,0.00032592032,0.00024396565],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.074788205,0.00029092317,0.0020660164,0.0006008003,0.0013357607,0.0005306965,0.002912983,0.0001670373,0.0031782964],"category_scores_gemma":[0.023159854,0.00026075557,0.00022454286,0.00325545,0.0001208995,0.00045432625,0.0029300414,0.00064229924,0.00037120873],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070538,0.00011364003,0.0005781383,0.9615394,0.000024368755,0.000008001501,0.024209626,6.107762e-8,4.8554956e-9,0.00019989221,0.0014113088,0.011845012],"study_design_scores_gemma":[0.00014794359,0.000049090035,0.003075141,0.6446715,0.0000617048,0.0000067331534,0.0040566158,0.0000016050269,1.8495958e-9,0.000024190904,0.34753823,0.00036724002],"about_ca_topic_score_codex":0.031291116,"about_ca_topic_score_gemma":0.34304443,"teacher_disagreement_score":0.3461269,"about_ca_system_score_codex":0.0017253386,"about_ca_system_score_gemma":0.0011964891,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W4301055875","doi":"10.1145/3487553.3524659","title":"Semi-automated Literature Review for Scientific Assessment of Socioeconomic Climate Change Scenarios","year":2022,"lang":"en","type":"article","venue":"Companion Proceedings of the Web Conference 2022","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Climate change; Scientific literature; Artificial intelligence; Citation; Data science; Multinomial logistic regression; Scientometrics; Machine learning; Systematic review; Socioeconomic status; Bibliometrics; Scopus; Support vector machine; Vocabulary; Data mining; Political science; Sociology; MEDLINE; Ecology; Library science; Linguistics","score_opus":0.25050621870904505,"score_gpt":0.4215341113535383,"score_spread":0.17102789264449325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301055875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9221947,0.009407205,0.000005902566,0.036057822,0.0024400617,0.005579624,0.0013732212,0.00040375825,0.022537684],"genre_scores_gemma":[0.9758491,0.022723224,0.000084646075,0.0004195415,0.0000525843,0.00046127022,0.00009721681,0.000011750212,0.0003006915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985992,0.000107530876,0.00040379798,0.0002482381,0.00039983937,0.00024141558],"domain_scores_gemma":[0.9983366,0.00006925687,0.0006573289,0.0002308782,0.0006537896,0.000052156403],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00239204,0.00011523237,0.00029751437,0.00011504207,0.0013862991,0.00012490382,0.0011073528,0.000049627743,0.001455286],"category_scores_gemma":[0.000083724524,0.00010378026,0.00017321104,0.0005450465,0.00030415514,0.00025748543,0.00058406463,0.0002367411,0.0000035041082],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011200937,0.0011539705,0.043307167,0.0122562675,0.00012225902,2.5963408e-7,0.113141,0.000027784008,0.12667757,0.5489081,0.13821283,0.016080786],"study_design_scores_gemma":[0.0025839729,0.0004872801,0.038953323,0.010524537,0.00039134428,0.000015179001,0.08250824,0.120170295,0.00066244585,0.0056593646,0.73669076,0.0013532666],"about_ca_topic_score_codex":0.000026398164,"about_ca_topic_score_gemma":0.00005432659,"teacher_disagreement_score":0.5984779,"about_ca_system_score_codex":0.00021851422,"about_ca_system_score_gemma":0.00018833163,"threshold_uncertainty_score":0.99991375},"labels":[],"label_agreement":null},{"id":"W4301263424","doi":"10.7551/mitpress/9780262012997.003.0014","title":"Communicating Climate Change and Motivating Civic Action: Renewing, Activating, and Building Democracies","year":2009,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Political science; Corporate governance; Civil society; Public administration; Government (linguistics); Climate change adaptation; Collective action; Action (physics); Political economy; Sociology; Politics; Economics; Law; Management","score_opus":0.5979787913351987,"score_gpt":0.4305293046814458,"score_spread":0.16744948665375292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301263424","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050388146,0.0041724714,0.000010784725,0.0015108319,0.000099817335,0.00067686866,0.000017519425,0.00021451671,0.98825836],"genre_scores_gemma":[0.42329493,0.17022961,0.0024631028,0.0024647187,0.0029451498,0.0002740379,0.000087181346,0.00026807727,0.39797318],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840724,0.0002995809,0.0003411183,0.00030344102,0.00029680022,0.00035181257],"domain_scores_gemma":[0.9979571,0.00062017,0.00052703964,0.0007022335,0.00009292119,0.00010052518],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0011267331,0.00029358533,0.00031781645,0.00008305623,0.002745564,0.00033878806,0.0005639975,0.00029805524,0.00006149675],"category_scores_gemma":[0.00010794332,0.00025943914,0.000070743285,0.000015528823,0.00059947616,0.00019117816,0.00065348425,0.0006703944,0.000002676121],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001496758,0.0000065140925,0.000044696066,0.00009654522,0.000035376488,7.417401e-7,0.073042534,5.482623e-7,0.00038301334,0.12118441,0.000086559805,0.8051041],"study_design_scores_gemma":[0.0003517171,0.000067083296,0.00056142174,0.00203322,0.00013382436,0.000015075991,0.0057263924,0.00029371068,0.00008913033,0.016552456,0.97342676,0.00074922515],"about_ca_topic_score_codex":0.0012764313,"about_ca_topic_score_gemma":0.0018304063,"teacher_disagreement_score":0.97334015,"about_ca_system_score_codex":0.000089540576,"about_ca_system_score_gemma":0.00001870506,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W4302362254","doi":"10.1016/j.jenvp.2022.101887","title":"Climate anxiety, wellbeing and pro-environmental action: correlates of negative emotional responses to climate change in 32 countries","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":507,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Anxiety; Climate change; Psychology; Action (physics); Mental health; Global warming; Social psychology; Ecology; Psychiatry","score_opus":0.19501938381976514,"score_gpt":0.4293200430414008,"score_spread":0.23430065922163568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302362254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941206,0.00041572916,0.0000030762621,0.003925883,0.00037058862,0.00025401148,0.0001375707,0.0000049083096,0.0007676101],"genre_scores_gemma":[0.96457046,0.034234233,0.0001716916,0.00084211817,0.00009977936,0.000022145796,0.00001141675,0.000010404697,0.00003772119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827284,0.0005829581,0.00041918282,0.00015385235,0.00034288422,0.00022826408],"domain_scores_gemma":[0.9992538,0.00015272056,0.0003780221,0.000120845005,0.000006078189,0.000088508714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011419646,0.00010016884,0.00020102532,0.00021691665,0.0004237092,0.000014433343,0.0002052458,0.00005887365,0.0029929962],"category_scores_gemma":[0.000023785913,0.00010822268,0.000059261696,0.00011451725,0.00037383227,0.00026243887,0.00021742357,0.00028937447,0.000017227208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014064359,0.0005206794,0.92748886,0.000012488926,0.000018042636,0.000011290526,0.04661881,0.000028532957,0.009055273,0.0003537721,0.0001230983,0.0143627385],"study_design_scores_gemma":[0.00077681174,0.00044991,0.9568384,0.000032264736,0.000013261867,0.00009625764,0.026164552,0.000017194385,0.000029322679,0.00018111599,0.015292863,0.00010803633],"about_ca_topic_score_codex":0.00003220948,"about_ca_topic_score_gemma":0.000093539515,"teacher_disagreement_score":0.033818506,"about_ca_system_score_codex":0.00030572247,"about_ca_system_score_gemma":0.000010989227,"threshold_uncertainty_score":0.9979184},"labels":[],"label_agreement":null},{"id":"W4303684225","doi":"10.1093/icesjms/fsac180","title":"Keeping up hope as an early career climate-impact scientist","year":2022,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Canada First Research Excellence Fund; Ocean Frontier Institute; Marine Environmental Observation Prediction and Response Network","keywords":"Conviction; Climate change; Perspective (graphical); Environmental ethics; Climate science; Action (physics); Politics; Political science; Call to action; Political economy of climate change; Public relations; Sociology; Engineering ethics; Business; Ecology; Law","score_opus":0.2737901896519423,"score_gpt":0.46509966120786683,"score_spread":0.19130947155592454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303684225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.940848,0.000058238722,0.0000076171846,0.0010458695,0.0010634665,0.0000817728,0.0000070858737,0.000019833162,0.056868132],"genre_scores_gemma":[0.9980427,0.0007241346,0.0002923593,0.00028457426,0.00018088693,0.0000026370371,0.0000031194882,0.0000062274275,0.0004633551],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972949,0.0003375171,0.0003048285,0.00017817855,0.0014779556,0.00040659087],"domain_scores_gemma":[0.99841475,0.00007905896,0.00041495974,0.00029234687,0.00048300967,0.00031585485],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006650318,0.00008139994,0.00014446201,0.00039709598,0.003217433,0.00057916995,0.0018098205,0.000020973348,0.0049554626],"category_scores_gemma":[0.0003208224,0.00007491886,0.00009267025,0.0014344526,0.000823346,0.0017529005,0.0009217388,0.00030215582,0.000032632153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031937147,0.00051321724,0.43817934,0.0000228141,0.00002496589,0.000057313093,0.15670954,0.00068112294,0.012249559,0.013421507,0.00078373734,0.3770375],"study_design_scores_gemma":[0.0012034274,0.0017999269,0.7623077,0.000066671586,0.000051374092,0.00023843638,0.09237713,0.0010248923,0.00014756598,0.0036282432,0.13651131,0.0006432957],"about_ca_topic_score_codex":0.0039194496,"about_ca_topic_score_gemma":0.0014249552,"teacher_disagreement_score":0.3763942,"about_ca_system_score_codex":0.00044711694,"about_ca_system_score_gemma":0.00055517064,"threshold_uncertainty_score":0.99808025},"labels":[],"label_agreement":null},{"id":"W4304687458","doi":"10.1002/sce.21774","title":"Humanistic school science: Research, policy, politics and classrooms","year":2022,"lang":"en","type":"article","venue":"Science Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Science education; Politics; Sociology; Normal science; Diversity (politics); Science, technology, society and environment education; Political science; Public administration; Public relations; Law; Pedagogy","score_opus":0.5682367544309505,"score_gpt":0.5941662937649144,"score_spread":0.025929539333963914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304687458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70348746,0.00014312736,0.0000075690305,0.03198943,0.001100177,0.00037542148,0.000008402018,0.00005993947,0.2628285],"genre_scores_gemma":[0.99252284,0.00033398086,0.00018643631,0.0006353261,0.00037141657,0.000059557067,0.000007753302,0.000004794866,0.0058779106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710125,0.00031755047,0.00013029457,0.0003162745,0.0015890198,0.0005455864],"domain_scores_gemma":[0.99835694,0.00011615036,0.000056222205,0.00040231386,0.0006913152,0.0003770583],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.008337478,0.00005313571,0.000053186435,0.0010577766,0.014802175,0.0005591358,0.0010538,0.000020580252,0.0015062416],"category_scores_gemma":[0.0034134486,0.000059975584,0.000012979508,0.0044997563,0.0063899034,0.0006517098,0.000521201,0.00028561472,0.000071101946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014901636,0.00011607281,0.0030077428,0.0000037801533,3.2473858e-7,6.051298e-8,0.04200255,0.0000018861411,0.00353456,0.9314013,0.0019045072,0.0180257],"study_design_scores_gemma":[0.0001135172,0.000104492436,0.117824234,0.000017030627,0.0000037126351,0.000006648107,0.3195817,0.00020203533,0.000061058374,0.090798184,0.47106412,0.00022326288],"about_ca_topic_score_codex":0.007093259,"about_ca_topic_score_gemma":0.00079554995,"teacher_disagreement_score":0.8406031,"about_ca_system_score_codex":0.0027156677,"about_ca_system_score_gemma":0.017546743,"threshold_uncertainty_score":0.9995186},"labels":[],"label_agreement":null},{"id":"W4304788912","doi":"10.1111/ropr.12510","title":"What are the roles of regional and local climate governance discourse and actors? Mediated climate change policy networks in Atlantic Canada","year":2022,"lang":"en","type":"article","venue":"Review of Policy Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Ocean Frontier Institute","keywords":"Politics; Corporate governance; Political science; Local government; Climate change; Civil society; Multi-level governance; Public administration; Political economy; Sociology; Economics","score_opus":0.40014690175710255,"score_gpt":0.5242552130650867,"score_spread":0.12410831130798416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4304788912","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3085044,0.30709124,4.7166674e-7,0.37961197,0.000099859426,0.0016239524,0.0003129245,0.000013263368,0.002741924],"genre_scores_gemma":[0.47232524,0.52685845,6.0880376e-7,0.0006339584,0.00009820152,0.00005127009,0.000019883208,0.000004394213,0.0000080136815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969211,0.0015143463,0.00028197642,0.00014654448,0.0007199848,0.0004160196],"domain_scores_gemma":[0.9986308,0.00068294496,0.00020600363,0.00027545312,0.00010691401,0.00009788556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033785081,0.000078896504,0.00025831937,0.0001035483,0.00047018394,0.00003251421,0.00040356946,0.000034482484,0.000112883536],"category_scores_gemma":[0.00043562354,0.000061249615,0.0000326483,0.0010480453,0.00074549136,0.00016338975,0.00053315883,0.00032356815,6.110844e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023382438,0.00034686332,0.17552404,0.01179242,0.000050356313,0.00001583841,0.06762346,0.000018673505,0.000051273433,0.19991471,0.008343726,0.53608483],"study_design_scores_gemma":[0.0009171876,0.00017444477,0.31995392,0.016719991,0.000034548797,0.000018429682,0.21201491,0.0017341108,0.000001832173,0.00057680055,0.4473887,0.0004651183],"about_ca_topic_score_codex":0.6021969,"about_ca_topic_score_gemma":0.8638392,"teacher_disagreement_score":0.5356197,"about_ca_system_score_codex":0.00035959596,"about_ca_system_score_gemma":0.00047632982,"threshold_uncertainty_score":0.40045214},"labels":[],"label_agreement":null},{"id":"W4306318021","doi":"10.17159/caj/2022/32/2.13470","title":"Using student science to identify research priority areas for air pollution in a university environment: an Ethiopian case study","year":2022,"lang":"en","type":"article","venue":"Clean Air Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ciena (Canada)","funders":"","keywords":"Context (archaeology); Air pollution; Biomass burning; Environmental science; Pollution; Particulates; Indoor air quality; Geography; Environmental protection; Environmental health; Environmental engineering; Meteorology; Aerosol; Chemistry","score_opus":0.6282224021134319,"score_gpt":0.5702028161118496,"score_spread":0.0580195860015823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306318021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960109,0.000009977255,0.00017337984,0.0026002296,0.00017879516,0.00066801225,0.000010545164,0.000016733255,0.00033140508],"genre_scores_gemma":[0.9993091,0.000064021675,0.0002717853,0.00014271564,0.000106099644,0.00000490312,0.000001317413,0.0000057439793,0.00009430182],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9966015,0.0017851562,0.00016552751,0.00022197908,0.00088053447,0.000345286],"domain_scores_gemma":[0.99921346,0.000067545596,0.00007758857,0.00024661844,0.00013178882,0.00026300488],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011582655,0.00005681735,0.00008558553,0.0005222979,0.007341112,0.00011790342,0.00069007464,0.000027753502,0.00020045767],"category_scores_gemma":[0.000121585355,0.0000690104,0.000036849317,0.00087861903,0.0002967037,0.0004541456,0.0004881144,0.0005472838,0.0000056229287],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021558665,0.0023186915,0.06971538,0.000006727588,0.000011237672,0.00057560985,0.8893439,0.0046897046,0.0021041827,0.0013477473,0.00025082895,0.02942038],"study_design_scores_gemma":[0.00047717255,0.00026585875,0.19873653,0.000007913393,0.000006118972,0.00008242121,0.7907803,0.0002953978,0.0000028449458,0.00011389363,0.009150189,0.00008134813],"about_ca_topic_score_codex":0.0039933315,"about_ca_topic_score_gemma":0.021333078,"teacher_disagreement_score":0.12902115,"about_ca_system_score_codex":0.003173843,"about_ca_system_score_gemma":0.00034218442,"threshold_uncertainty_score":0.99652505},"labels":[],"label_agreement":null},{"id":"W4307099691","doi":"10.31219/osf.io/tzd5u","title":"Polarization of Climate and Environmental Attitudes in the United States, 1973-2022","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Leibniz-Gemeinschaft; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Polarization (electrochemistry); Climate change; Geography; Political science; Psychology; Ecology","score_opus":0.23084078107594178,"score_gpt":0.41175221378924654,"score_spread":0.18091143271330476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307099691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838668,0.00036112382,0.000018036792,0.0025750352,0.000100746445,0.00044522673,0.0002880425,0.000025987478,0.012318965],"genre_scores_gemma":[0.8962572,0.09817026,0.00006106419,0.0004197944,0.000019614106,0.0000416261,0.0048260665,0.000006352838,0.00019800822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857235,0.0007216538,0.00018894282,0.00013662598,0.0002670995,0.00011334792],"domain_scores_gemma":[0.99944735,0.00013627848,0.000120506375,0.00026625636,0.000008434997,0.000021199876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001111128,0.00007462993,0.00010144418,0.00013628347,0.0003083198,0.000049140857,0.0003410148,0.00008110053,0.003961545],"category_scores_gemma":[0.000022031438,0.00006444686,0.000028195589,0.00018079406,0.00017874497,0.000044661105,0.0005984539,0.0002866437,0.0000025479553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041050185,0.0005557026,0.65319765,0.00018948028,0.00002527424,0.0000015858645,0.31024593,0.00065240863,0.00036770845,0.02317436,0.00035252943,0.011196307],"study_design_scores_gemma":[0.0003838699,0.000056268687,0.52540016,0.00006319973,0.000035907182,8.391716e-7,0.29188097,0.002031826,0.000004342733,0.001953644,0.1778437,0.00034526567],"about_ca_topic_score_codex":0.014775246,"about_ca_topic_score_gemma":0.012481918,"teacher_disagreement_score":0.17749117,"about_ca_system_score_codex":0.000114661874,"about_ca_system_score_gemma":0.000022051665,"threshold_uncertainty_score":0.99694896},"labels":[],"label_agreement":null},{"id":"W4307648069","doi":"10.1016/j.cosust.2022.101218","title":"Slow-onset events (SOEs) and future sustainability","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Environmental Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Centre for International Governance Innovation; Centre for Global Health Research; University of Waterloo; York University","funders":"","keywords":"Sustainability; Social sustainability; Business; Sustainable development; Scale (ratio); Point (geometry); Climate change; Environmental resource management; Natural resource economics; Environmental economics; Economics; Political science; Ecology; Geography","score_opus":0.12419302311984375,"score_gpt":0.4164265955032923,"score_spread":0.29223357238344855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307648069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824355,0.001867662,0.000012506732,0.012213314,0.0016793563,0.001339989,0.00010578394,0.000055617187,0.0002902391],"genre_scores_gemma":[0.9912681,0.0077244826,0.000009192434,0.00004091904,0.0002462421,0.0003662119,0.00024114939,0.000011049424,0.000092651324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684197,0.0014941524,0.00032613715,0.0004422808,0.00047590345,0.00041958888],"domain_scores_gemma":[0.99912935,0.00011786033,0.000103401675,0.0004628671,0.000029637386,0.0001568933],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018289657,0.00015798197,0.00017061479,0.00010641749,0.0012391253,0.000029715164,0.00034236693,0.00006996007,0.0022874253],"category_scores_gemma":[0.00015892679,0.00018468585,0.00007627925,0.0002878904,0.00048350877,0.00024168336,0.00068409654,0.00046100738,0.000005167133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007469084,0.0008589256,0.861134,0.00015637191,0.0000025403701,3.4837592e-7,0.02449939,0.000025430003,0.0000015326028,0.0018890273,0.00053175114,0.11082602],"study_design_scores_gemma":[0.00027761777,0.000033458524,0.45201868,0.0000031708832,0.0000020199768,8.600234e-7,0.11862011,0.000033221862,1.8602964e-7,0.007597378,0.4212854,0.0001279254],"about_ca_topic_score_codex":0.00049920875,"about_ca_topic_score_gemma":0.00007728245,"teacher_disagreement_score":0.42075363,"about_ca_system_score_codex":0.0052240035,"about_ca_system_score_gemma":0.00017311255,"threshold_uncertainty_score":0.9986246},"labels":[],"label_agreement":null},{"id":"W4309075209","doi":"10.1080/23251042.2022.2144476","title":"Should we adapt nature to climate change? Weighing the risks of selective breeding in Pacific salmon","year":2022,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Genome Canada","keywords":"Psychological intervention; Wildlife; Wildness; Context (archaeology); Environmental ethics; Opposition (politics); Climate change; Environmental resource management; Environmental planning; Political science; Geography; Ecology; Psychology; Biology; Politics; Environmental science","score_opus":0.4232456635900777,"score_gpt":0.44309260328394257,"score_spread":0.019846939693864862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309075209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969466,0.00093420886,0.000002690991,0.021967057,0.00031485927,0.0004514095,0.000068830326,0.000021803093,0.006773157],"genre_scores_gemma":[0.9938305,0.004939175,0.000031502852,0.0007934459,0.00012576226,0.0001783755,0.000034467517,0.000009708468,0.00005707899],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99846745,0.0007525158,0.00015139635,0.00017186136,0.0001974488,0.00025934417],"domain_scores_gemma":[0.99950206,0.00021434017,0.000093022354,0.00015016712,0.0000029257394,0.00003748277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095044175,0.00007850764,0.00012973865,0.00006148547,0.00084822555,0.0000064376122,0.0003226774,0.00013884983,0.001315363],"category_scores_gemma":[0.000024439303,0.00007203979,0.000051960367,0.0001421717,0.00032631579,0.00006470643,0.00034926608,0.00062701385,0.000024695544],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008746725,0.00018940872,0.14587487,0.000006408329,0.000015832762,0.0000019535278,0.8161877,0.00008973945,0.008498751,0.0058855787,0.0006997148,0.022462614],"study_design_scores_gemma":[0.0002969777,0.00022318611,0.28119358,0.000013393522,0.000012497489,0.0000019135355,0.6148374,0.00013204062,0.000055503417,0.0018232419,0.10120234,0.00020790406],"about_ca_topic_score_codex":0.00070030143,"about_ca_topic_score_gemma":0.0008618657,"teacher_disagreement_score":0.20135023,"about_ca_system_score_codex":0.00051172473,"about_ca_system_score_gemma":0.000008257467,"threshold_uncertainty_score":0.99959755},"labels":[],"label_agreement":null},{"id":"W4309461985","doi":"10.3389/fcomm.2022.968335","title":"Code red for humanity or time for broad collective action? Exploring the role of positive and negative messaging in (de)motivating climate action","year":2022,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Context (archaeology); Timeline; Action (physics); Collective action; Global warming; Political science; Social psychology; Climate justice; Humanity; Public relations; Psychology; Geography; Politics; Ecology; Law","score_opus":0.3568367143403243,"score_gpt":0.4319485848570215,"score_spread":0.07511187051669715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309461985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789869,0.0005231129,0.0019403523,0.004474067,0.00021005745,0.0030677684,0.00017557948,0.000061998544,0.010560174],"genre_scores_gemma":[0.9906043,0.0025642533,0.0050801532,0.000052117863,0.00001999402,0.0014107021,0.00008527901,0.000012585973,0.00017062202],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982028,0.0011290035,0.00023919338,0.00013087191,0.00012031383,0.00017780387],"domain_scores_gemma":[0.9981433,0.001227994,0.00024245068,0.00025851483,0.0001082743,0.000019475716],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0022197862,0.000071071176,0.00015106073,0.00013331053,0.0017524132,0.000037381153,0.00032176924,0.000038009646,0.00002895436],"category_scores_gemma":[0.00046186885,0.000072731615,0.00003509876,0.00040970542,0.00014473654,0.000320869,0.00016826457,0.0002198712,1.2338738e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025514846,0.00041005152,0.055226136,0.000098995886,0.00006645816,1.03432e-7,0.7626208,0.00087453006,0.0056841243,0.004748233,0.0012262671,0.16649279],"study_design_scores_gemma":[0.0015897375,0.00016917093,0.08210521,0.00015121538,0.00003283689,8.0148186e-7,0.8353167,0.04400487,0.0010502813,0.022229169,0.013130343,0.00021965582],"about_ca_topic_score_codex":0.0013568122,"about_ca_topic_score_gemma":0.0072874017,"teacher_disagreement_score":0.16627315,"about_ca_system_score_codex":0.0010230128,"about_ca_system_score_gemma":0.00009208755,"threshold_uncertainty_score":0.9995472},"labels":[],"label_agreement":null},{"id":"W4309628247","doi":"10.1016/j.janxdis.2022.102654","title":"Understanding climate anxiety: What decision-makers, health care providers, and the mental health community need to know to promote adaptative coping","year":2022,"lang":"en","type":"editorial","venue":"Journal of Anxiety Disorders","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Anxiety; Attentional bias; Psychology; Coping (psychology); Mental health; Cognitive bias; Climate change; Maladaptive coping; Clinical psychology; Developmental psychology; Social psychology; Cognition; Psychiatry; Ecology","score_opus":0.14122658298622934,"score_gpt":0.4186466038732435,"score_spread":0.2774200208870141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309628247","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028656425,0.031104717,0.0017517483,0.5396687,0.41499192,0.007263243,0.0010111472,0.00012419543,0.0012187158],"genre_scores_gemma":[0.009106831,0.94944763,0.0015745462,0.006165829,0.03308649,0.000064137654,0.00040620423,0.00008767385,0.00006063232],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99310523,0.0033802718,0.0009528422,0.00028965724,0.0016274533,0.00064451445],"domain_scores_gemma":[0.99592006,0.0014170147,0.0012914714,0.00047363876,0.00035323715,0.0005445878],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.007831604,0.00034170685,0.0008201693,0.00030473355,0.0063656154,0.0008128991,0.0010558509,0.00020451858,0.00013268857],"category_scores_gemma":[0.0011385748,0.00028800569,0.00029701588,0.00068555755,0.00038052603,0.0007089111,0.0006558685,0.0021448557,0.0000037935379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057100784,0.00005279525,0.000034835277,0.00009875574,0.000038967115,1.1892134e-7,0.41811702,0.00003290653,5.4952943e-7,0.00011133887,0.52529395,0.055647746],"study_design_scores_gemma":[0.00091963215,0.00036775318,0.000012021456,0.00062690733,0.00001514633,0.0000011625817,0.46664393,0.000008807139,3.102788e-8,0.00018746841,0.53107035,0.0001467979],"about_ca_topic_score_codex":0.0058249393,"about_ca_topic_score_gemma":0.08133267,"teacher_disagreement_score":0.91834295,"about_ca_system_score_codex":0.00423566,"about_ca_system_score_gemma":0.0018738314,"threshold_uncertainty_score":0.9999572},"labels":[],"label_agreement":null},{"id":"W4309698309","doi":"10.31219/osf.io/p9hxz","title":"Emotional framing in online environmental activism: Pairing a Twitter study with an offline experiment","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Economic and Social Research Council; UK Research and Innovation","keywords":"Popularity; Framing (construction); Social psychology; Psychology; Mood; Collective action; Action (physics); Affect (linguistics); Negativity bias; Climate change; Political science; Politics; Geography; Ecology","score_opus":0.4086422865904145,"score_gpt":0.46131475267397465,"score_spread":0.05267246608356013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309698309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422115,0.00003428974,0.00008704321,0.0009780031,0.00012801902,0.00078569126,0.000030009607,0.00007450908,0.0036612996],"genre_scores_gemma":[0.99639344,0.00030925614,0.0011713688,0.00020497716,0.00017744851,0.00020121482,0.00070569594,0.000020768273,0.00081583177],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979781,0.00062377634,0.00024036189,0.00039359907,0.0005623175,0.00020183467],"domain_scores_gemma":[0.9992856,0.000054824188,0.00011408347,0.00045467078,0.0000107186015,0.00008011175],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006350876,0.00016717665,0.00019265842,0.00014181135,0.00036491494,0.00008158872,0.00040642804,0.00009252625,0.014826781],"category_scores_gemma":[0.000007256597,0.00016184393,0.000042087882,0.000092824375,0.00009389296,0.00013096556,0.0007765912,0.00058731745,0.000009411682],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018192313,0.0116524985,0.3287387,0.000025423855,0.00006593384,0.000015010534,0.6425562,0.0013545309,0.00043791937,0.000102680555,0.000067211855,0.014802001],"study_design_scores_gemma":[0.00066786114,0.00032367875,0.2863972,0.000049047336,0.000014195756,8.0680616e-7,0.7064433,0.0011120755,0.000005659276,0.000079465986,0.0045426087,0.00036413496],"about_ca_topic_score_codex":0.004592905,"about_ca_topic_score_gemma":0.022031862,"teacher_disagreement_score":0.06388713,"about_ca_system_score_codex":0.00072876504,"about_ca_system_score_gemma":0.00007839497,"threshold_uncertainty_score":0.9958135},"labels":[],"label_agreement":null},{"id":"W4309796935","doi":"10.1371/journal.pone.0273977","title":"The Five Canadas of Climate Change: Using audience segmentation to inform communication on climate policy","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"Social Sciences and Humanities Research Council","keywords":"Climate change; Segmentation; Geography; Data science; Computer science; Biology; Artificial intelligence; Ecology","score_opus":0.5341186958778069,"score_gpt":0.45324440795169724,"score_spread":0.08087428792610968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309796935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9469314,0.00010501008,0.0000023741138,0.025175195,0.000060208957,0.0008756348,0.00014169134,0.000047619324,0.026660858],"genre_scores_gemma":[0.98405886,0.013012862,0.0005218991,0.0018578591,0.00007758261,0.00025623274,0.000068175344,0.000010193351,0.00013635999],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985609,0.00032541377,0.00021582854,0.00009439658,0.0005435251,0.00025990675],"domain_scores_gemma":[0.99897784,0.0002005747,0.00019920955,0.00042222888,0.00013193177,0.00006824262],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010048957,0.00006519139,0.00010094344,0.0001151791,0.003355609,0.0000476947,0.00049093267,0.000023827866,0.00020361938],"category_scores_gemma":[0.00015517832,0.00006335034,0.000026586378,0.0006611931,0.00011576291,0.00015679131,0.00035071885,0.00012946108,0.000019408375],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004199725,0.0015790369,0.01021261,0.00016404099,0.0001011225,6.852257e-7,0.69462806,0.00044823778,0.016374733,0.14989364,0.00049751316,0.12568034],"study_design_scores_gemma":[0.0023714043,0.0016433877,0.09022066,0.0012950391,0.00033435837,0.000002902948,0.7805202,0.014238507,0.004881234,0.0035476557,0.099249534,0.0016950958],"about_ca_topic_score_codex":0.02147029,"about_ca_topic_score_gemma":0.040177587,"teacher_disagreement_score":0.14634599,"about_ca_system_score_codex":0.00065354124,"about_ca_system_score_gemma":0.000086918204,"threshold_uncertainty_score":0.9979419},"labels":[],"label_agreement":null},{"id":"W4310572720","doi":"10.1177/09636625221135425","title":"Heuristic responses to pandemic uncertainty: Practicable communication strategies of “reasoned transparency” to aid public reception of changing science","year":2022,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"Canadian Institutes of Health Research","keywords":"Transparency (behavior); Science communication; Pandemic; Coronavirus disease 2019 (COVID-19); Heuristic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Public relations; Computer science; Political science; Science education; Medicine; Computer security; Virology; Artificial intelligence; Infectious disease (medical specialty)","score_opus":0.6298813795993575,"score_gpt":0.4749396006509381,"score_spread":0.15494177894841943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310572720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92228925,0.00011775201,0.020202423,0.022325125,0.00029266533,0.0008041048,0.0000629554,0.00010263615,0.033803105],"genre_scores_gemma":[0.99758554,0.00047257775,0.0016843644,0.0000834105,0.0000114511895,0.000050386516,0.000010125406,0.000007652345,0.00009446924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99632865,0.00053596176,0.00049329596,0.0003587529,0.0017077723,0.0005755639],"domain_scores_gemma":[0.99723554,0.00063091714,0.00045299152,0.00068198075,0.0007302015,0.00026837527],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013400427,0.000107439715,0.00023274438,0.0019473392,0.0034297968,0.00027048838,0.0020371766,0.00003568332,0.00044157536],"category_scores_gemma":[0.0034372008,0.000119702854,0.00004874685,0.009352513,0.0043673995,0.0018465712,0.0005175111,0.0001743696,0.0000024239532],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015473593,0.00027843812,0.0064255283,0.00005751105,0.000008832072,2.3532077e-7,0.2032938,0.0007796764,0.09350473,0.6902505,0.00007050747,0.0051754927],"study_design_scores_gemma":[0.0003497475,0.00037150935,0.0041687973,0.00013578462,0.000017091374,0.000004904051,0.9766377,0.0013957777,0.00046683548,0.010898704,0.005292537,0.0002606094],"about_ca_topic_score_codex":0.0012504925,"about_ca_topic_score_gemma":0.0014804848,"teacher_disagreement_score":0.7733439,"about_ca_system_score_codex":0.001706533,"about_ca_system_score_gemma":0.0024633422,"threshold_uncertainty_score":0.99834216},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["scholarly_communication"],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4312392329","doi":"10.7202/1092340ar","title":"Recherche ou lobbyisme ?","year":2022,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","score_opus":0.9104443169379195,"score_gpt":0.6537631945120962,"score_spread":0.2566811224258233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312392329","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005339913,0.005517336,0.000087976136,0.49099866,0.0031323673,0.0002488797,0.00020957289,0.00012033113,0.49434495],"genre_scores_gemma":[0.47866687,0.15287791,0.0013904502,0.026891187,0.0012672822,0.00040805843,0.00036585933,0.00008020921,0.33805218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910298,0.00751957,0.0002780389,0.00025486192,0.00039259592,0.0005251339],"domain_scores_gemma":[0.9981974,0.00093866803,0.00014477062,0.00043227908,0.00009000652,0.00019691362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004455049,0.00016025925,0.00019593546,0.00006236073,0.0012350088,0.000108531545,0.00058666343,0.00026577103,0.16836675],"category_scores_gemma":[0.0003623359,0.00021282982,0.00019626302,0.000505397,0.00034841022,0.00036458735,0.0004119906,0.0013212975,0.0004912387],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007871488,0.00020465373,0.00016382345,0.000027758319,0.000018822791,0.0000028985148,0.07321371,0.000011907682,0.00004530236,0.8440001,0.03902147,0.043281667],"study_design_scores_gemma":[0.00018209826,0.000045016634,0.00045432622,0.000015264643,0.000018812907,0.0000059934164,0.064005084,0.00007592986,0.00000878855,0.14307138,0.79191923,0.0001980771],"about_ca_topic_score_codex":0.01334244,"about_ca_topic_score_gemma":0.0016759555,"teacher_disagreement_score":0.75289774,"about_ca_system_score_codex":0.0017174537,"about_ca_system_score_gemma":0.0003223266,"threshold_uncertainty_score":0.9932278},"labels":[],"label_agreement":null},{"id":"W4313180420","doi":"10.1525/gp.2022.38730","title":"The Contemporary Social Contract and Conditions of Climate Policy Intractability","year":2022,"lang":"en","type":"article","venue":"Global Perspectives","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public policy; Government (linguistics); Political science; Social contract; Public administration; Public economics; Economics; Law; Politics","score_opus":0.22036607150753462,"score_gpt":0.4723705037067086,"score_spread":0.25200443219917396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313180420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69412655,0.0013232493,0.0000020058342,0.037062574,0.00012226295,0.00026428426,0.0007564986,0.000052722247,0.26628986],"genre_scores_gemma":[0.99706197,0.0026311814,0.000005960336,0.000110607434,0.00011285174,0.00002943463,0.000016508302,0.0000023300247,0.00002915937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99887204,0.0005489831,0.00013240614,0.00010927872,0.00018762384,0.00014965652],"domain_scores_gemma":[0.999388,0.00025225146,0.00010466793,0.00011866871,0.000095185394,0.000041219857],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006929277,0.00005054019,0.00009064145,0.00002025398,0.0028677622,0.000046280165,0.00018090992,0.000026547577,0.00045998621],"category_scores_gemma":[0.00030165334,0.000045786586,0.000051880383,0.00023581734,0.0009398681,0.000105973566,0.00013622802,0.0001067581,0.0000026385587],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007942931,0.00015053767,0.014716801,0.0000041783283,0.000018896499,3.3550438e-7,0.09921134,6.838765e-7,0.00009667816,0.8780208,0.00097805,0.0067222444],"study_design_scores_gemma":[0.00025984677,0.000038546852,0.39794138,0.0000018169842,0.0000063865964,0.0000016357455,0.5275341,0.000010649328,0.0000010131467,0.014409666,0.059720438,0.000074471565],"about_ca_topic_score_codex":0.0052738073,"about_ca_topic_score_gemma":0.0023358627,"teacher_disagreement_score":0.86361116,"about_ca_system_score_codex":0.00034382884,"about_ca_system_score_gemma":0.00017892866,"threshold_uncertainty_score":0.9984304},"labels":[],"label_agreement":null},{"id":"W4313313031","doi":"10.1111/inm.13099","title":"Eco‐anxiety in youth: An integrative literature review","year":2022,"lang":"en","type":"review","venue":"International Journal of Mental Health Nursing","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta","keywords":"Anxiety; Worry; Psychology; Distress; Population; Psychological resilience; Promotion (chess); Climate change; Clinical psychology; Social psychology; Medicine; Psychiatry; Political science; Environmental health","score_opus":0.46178021379657425,"score_gpt":0.5929947296117849,"score_spread":0.13121451581521065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313313031","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005444164,0.98654276,0.0000040521677,0.0061352337,0.0028518173,0.00047566034,0.0002589315,0.000010037287,0.0037160413],"genre_scores_gemma":[0.000010700553,0.99669665,0.00017339992,0.0012098644,0.0005510073,0.0000099162235,0.0012399091,0.000019248606,0.00008927633],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955879,0.0020434444,0.0011304235,0.00016842641,0.0008552942,0.00021451806],"domain_scores_gemma":[0.9979301,0.00012262382,0.0014274657,0.00015594681,0.00017890833,0.00018497198],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002620832,0.0001931062,0.0008038456,0.00046306459,0.00030699623,0.00011422333,0.0010349719,0.00011431739,0.0011054603],"category_scores_gemma":[0.0001247774,0.00016554995,0.0003585627,0.00044595468,0.00009466239,0.00046471608,0.000058172798,0.0010956753,0.0000062420568],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012877619,0.0001745326,0.0000021740943,0.0008766303,0.000018601377,0.00000516351,0.058941662,8.9543846e-8,1.7342805e-8,0.00022761934,0.001295265,0.9384454],"study_design_scores_gemma":[0.00012227253,0.000066331224,0.0000021865235,0.23051468,0.000026934867,0.00008736921,0.011737484,0.000001195114,6.9843145e-9,0.00006245817,0.7572846,0.00009453887],"about_ca_topic_score_codex":0.00020394384,"about_ca_topic_score_gemma":0.0006569674,"teacher_disagreement_score":0.93835086,"about_ca_system_score_codex":0.0050532403,"about_ca_system_score_gemma":0.0008868655,"threshold_uncertainty_score":0.99980766},"labels":[],"label_agreement":null},{"id":"W4313366734","doi":"10.1088/2752-5295/aca8c4","title":"Frequent pro-climate messaging does not predict pro-climate voting by United States legislators","year":2022,"lang":"en","type":"article","venue":"Environmental Research Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Voting; Climate change; Action (physics); Political science; Democracy; Law; Ecology; Biology; Politics","score_opus":0.25583931549695144,"score_gpt":0.44224932592323746,"score_spread":0.18641001042628602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313366734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696287,0.00040898865,0.0000066802268,0.008154074,0.00029539168,0.0017492343,0.003184838,0.0003498687,0.016222227],"genre_scores_gemma":[0.96225613,0.031920847,0.00009311042,0.00048033742,0.00011711926,0.0008069974,0.0029198315,0.00009063936,0.0013150072],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906594,0.0029382068,0.00065647607,0.00077410456,0.0027920415,0.0021797533],"domain_scores_gemma":[0.99789166,0.0006343925,0.00027830366,0.00069680804,0.00004804912,0.00045080352],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009266017,0.0003309976,0.00032441303,0.00047853397,0.00781773,0.0004232059,0.0012078588,0.00012209386,0.008942927],"category_scores_gemma":[0.00018563584,0.00031501346,0.00014489875,0.0007158887,0.0011263831,0.0005950621,0.0024623643,0.0012805633,0.000484319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001616438,0.004982806,0.54852545,0.00093777705,0.00030210987,0.0001574922,0.22374517,0.0012322661,0.15315361,0.017959028,0.017554017,0.029833823],"study_design_scores_gemma":[0.0017889526,0.00049701927,0.011895341,0.00017881412,0.000052219,0.000009621253,0.22481115,0.0077505675,0.0030327174,0.00049648515,0.74829453,0.0011925832],"about_ca_topic_score_codex":0.00135771,"about_ca_topic_score_gemma":0.0006033853,"teacher_disagreement_score":0.7307405,"about_ca_system_score_codex":0.0019472912,"about_ca_system_score_gemma":0.000068605,"threshold_uncertainty_score":0.9999302},"labels":[],"label_agreement":null},{"id":"W4313429112","doi":"10.1017/s1930297500005398","title":"How the public, and scientists, perceive advancement of knowledge from conflicting study results","year":2019,"lang":"en","type":"article","venue":"Judgment and Decision Making","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Miami Foundation; American Academy of Arts and Sciences","keywords":"Nothing; Psychology; Feeling; Social psychology; Normative; Perception; Sample (material); Association (psychology); Sociology of scientific knowledge; Epistemology; Sociology; Social science; Political science; Law","score_opus":0.34543872430155736,"score_gpt":0.46117188829001515,"score_spread":0.11573316398845779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313429112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872723,0.00081170216,0.0002292288,0.002259355,0.00029048228,0.00045221133,0.000010636788,0.000014312596,0.008659739],"genre_scores_gemma":[0.997319,0.0015965222,0.00042543656,0.00006469824,0.000053536834,0.0000075052417,0.0000050526746,0.0000037100115,0.0005245608],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990363,0.0001442357,0.00018502858,0.00020268137,0.00030890302,0.00012281124],"domain_scores_gemma":[0.998756,0.0006963609,0.0001385893,0.0002570677,0.00011067355,0.000041343377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013053281,0.00006529456,0.00011494404,0.00006720701,0.00055033,0.00031571367,0.00018394786,0.000032074677,0.00015777991],"category_scores_gemma":[0.00021176605,0.00004674321,0.000021782913,0.0001622079,0.00011850202,0.00021229948,0.00023893852,0.00006558145,0.0000108601735],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093752176,0.00015124246,0.039693322,0.000007039067,0.000014080001,3.7769576e-7,0.14831623,0.0000010057094,0.0005143987,0.005070118,0.0002718866,0.80586654],"study_design_scores_gemma":[0.002007234,0.00016086656,0.19254804,0.00025588027,0.000026789106,5.2697123e-7,0.3922359,0.0012228298,0.000010044965,0.0016219484,0.4097023,0.00020763869],"about_ca_topic_score_codex":0.00011952315,"about_ca_topic_score_gemma":0.0023808833,"teacher_disagreement_score":0.80565894,"about_ca_system_score_codex":0.00004074877,"about_ca_system_score_gemma":0.000017580523,"threshold_uncertainty_score":0.4232749},"labels":[],"label_agreement":null},{"id":"W4313445518","doi":"10.1007/978-3-031-14298-7_5","title":"The Direct Approach: A Participatory Framework for Meaningful Youth Engagement with UN Policymakers","year":2023,"lang":"en","type":"book-chapter","venue":"Palgrave studies in media and environmental communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Status quo; Citizen journalism; Political science; Youth engagement; Youth participation; Climate change; Public relations; Sociology; Ecology","score_opus":0.600659699393923,"score_gpt":0.43066131254157786,"score_spread":0.1699983868523452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313445518","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012504731,0.06972377,0.00037914453,0.011357044,0.0010260467,0.0072883293,0.00076218357,0.0004535562,0.8965052],"genre_scores_gemma":[0.5776078,0.41816384,0.0011116349,0.00012936757,0.00009862386,0.0004824904,0.000422279,0.000044196448,0.0019397846],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99851227,0.00037419802,0.00029256564,0.00024226222,0.0003138019,0.00026488854],"domain_scores_gemma":[0.99677503,0.0022316743,0.00021959264,0.0006872339,0.000018163179,0.00006831963],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001755423,0.0002168954,0.0002704021,0.00006946502,0.0017477655,0.000047579986,0.00042425582,0.00017162134,0.000019014635],"category_scores_gemma":[0.00027849144,0.00016829884,0.00006387572,0.000050255756,0.0018640448,0.000025961845,0.00038181615,0.0004235644,0.000010505028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081413324,0.00003189347,0.00072321616,0.000054295302,0.00024752025,4.526175e-7,0.70031303,0.000005810561,0.0000019154274,0.27239183,0.00010633975,0.026042275],"study_design_scores_gemma":[0.0005930025,0.000099002464,0.0019620417,0.00058062794,0.00028664732,4.5899606e-7,0.78876555,0.00008584617,0.0000017211265,0.15779814,0.049281918,0.00054505613],"about_ca_topic_score_codex":0.00009945934,"about_ca_topic_score_gemma":0.0029353392,"teacher_disagreement_score":0.8945654,"about_ca_system_score_codex":0.0002843875,"about_ca_system_score_gemma":0.000016055918,"threshold_uncertainty_score":0.99955183},"labels":[],"label_agreement":null},{"id":"W4313446172","doi":"10.1007/978-3-031-14298-7_6","title":"The Emerging Role of Youth at UN Climate Summits","year":2023,"lang":"en","type":"book-chapter","venue":"Palgrave studies in media and environmental communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Political science; Power (physics); Work (physics); Process (computing); Public relations; Engineering; Computer science","score_opus":0.27082349566601277,"score_gpt":0.3775987367543261,"score_spread":0.10677524108831332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313446172","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098931365,0.16033877,6.067727e-7,0.0030811718,0.00068591797,0.001297541,0.00052871427,0.00012697851,0.73500896],"genre_scores_gemma":[0.45251498,0.5453693,0.000016985916,0.000013390186,0.000024304216,0.00002067839,0.00030165454,0.000015573662,0.0017231092],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871165,0.00023266929,0.0003785873,0.00016698935,0.0003057276,0.00020440039],"domain_scores_gemma":[0.9981329,0.00090651424,0.00028227546,0.00061712216,0.000016960119,0.000044237902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010773649,0.00016472318,0.00024830134,0.00007499219,0.0012604635,0.000015999653,0.00044554067,0.00014723209,0.000075320255],"category_scores_gemma":[0.000098414865,0.00014370731,0.00006649978,0.00004314862,0.0016784541,0.0000249711,0.0010416252,0.0002607938,0.000043297045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006857811,0.000028698249,0.013439666,0.00007531176,0.00017685388,9.454502e-7,0.73510695,0.0000026634734,0.00016202075,0.110182084,0.00007903379,0.14067717],"study_design_scores_gemma":[0.00050378294,0.000040138773,0.014772261,0.0006674703,0.00016573556,7.2328834e-7,0.8470732,0.00005506863,0.000022878521,0.08758366,0.048603404,0.00051167974],"about_ca_topic_score_codex":0.00013469032,"about_ca_topic_score_gemma":0.011929871,"teacher_disagreement_score":0.73328584,"about_ca_system_score_codex":0.00024111055,"about_ca_system_score_gemma":0.0000059371655,"threshold_uncertainty_score":0.96945935},"labels":[],"label_agreement":null},{"id":"W4313595922","doi":"10.1007/978-3-031-14171-3_16","title":"Greening Film Festivals","year":2023,"lang":"en","type":"book-chapter","venue":"Framing film festivals.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"School of Oriental and African Studies, University of London; Social Sciences and Humanities Research Council of Canada; Universiteit Utrecht","keywords":"Context (archaeology); Film festival; Greening; Natural (archaeology); Media studies; Political science; Geography; Sociology; Environmental ethics; Law; Archaeology","score_opus":0.4806978326544998,"score_gpt":0.4310382820506032,"score_spread":0.049659550603896596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313595922","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002472167,0.0005059691,0.000113359885,0.0025653495,0.0017326816,0.00051321025,0.00017686356,0.0010349877,0.99311036],"genre_scores_gemma":[0.0026432436,0.005989384,0.00060671894,0.00038586577,0.0014995971,0.000044998294,0.00062254746,0.00018142766,0.9880262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971793,0.00022210286,0.0005448427,0.0006004021,0.00085100514,0.00060229923],"domain_scores_gemma":[0.9971305,0.0010409895,0.00044313257,0.00084470684,0.0002593168,0.00028135302],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013036553,0.00045209823,0.0005580934,0.0003485471,0.0013154743,0.00023707682,0.0008887463,0.0009222136,0.008876183],"category_scores_gemma":[0.0010373739,0.0005078725,0.00029223735,0.00019333034,0.0005277966,0.00020827213,0.00037903344,0.0009628371,0.0052935495],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005882495,0.00009406819,0.00089924317,0.00041452056,0.00027310872,0.00016743314,0.08538651,0.00010472848,0.00016965544,0.34825745,0.26433185,0.29984263],"study_design_scores_gemma":[0.00016930736,0.00003524245,0.0008595186,0.0011117185,0.000069342685,0.000003599689,0.0018242807,0.00013800571,0.0000030878887,0.014030801,0.9811062,0.00064885954],"about_ca_topic_score_codex":0.0013991335,"about_ca_topic_score_gemma":0.0020170172,"teacher_disagreement_score":0.7167744,"about_ca_system_score_codex":0.00032684728,"about_ca_system_score_gemma":0.0002571873,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W4317213546","doi":"10.22323/2.22010204","title":"`Pandem-icons' — exploring the characteristics of highly visible scientists during the Covid-19 pandemic","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Göteborgs Universitet; Chalmers Tekniska Högskola","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Credibility; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Phenomenon; Public relations; Medicine; Virology; Law; Epistemology","score_opus":0.5992953918133371,"score_gpt":0.48657358488103747,"score_spread":0.11272180693229966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317213546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820291,0.00019778368,0.000049244576,0.01581145,0.00038537043,0.0001484767,0.000004379857,0.000036215573,0.0013380264],"genre_scores_gemma":[0.97464025,0.024746796,0.00009115654,0.00021586083,0.00008488861,0.00001040094,0.0000026949235,0.0000048724714,0.00020306317],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99775743,0.0005618512,0.0005012916,0.00009597031,0.0008455284,0.00023790754],"domain_scores_gemma":[0.99687093,0.00091287395,0.00072646374,0.00080210477,0.00054487097,0.00014276296],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.012036611,0.00006786492,0.00013757095,0.00032169482,0.0037122704,0.00022668188,0.0028618101,0.000033505694,0.00006978322],"category_scores_gemma":[0.002631314,0.000043406973,0.00007659399,0.0023449305,0.0034032087,0.0008590352,0.00041474175,0.0003036101,0.000021003829],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011474741,0.000222267,0.31475672,0.00010904999,0.00003895696,0.0000029660066,0.45828292,0.0003637277,0.12725347,0.028127506,0.0019452752,0.068782374],"study_design_scores_gemma":[0.0004408797,0.000045931636,0.827635,0.00015152612,0.00003024331,0.000042893676,0.0738386,0.00043859638,0.00034873866,0.0022475985,0.09461502,0.00016498778],"about_ca_topic_score_codex":0.000306066,"about_ca_topic_score_gemma":0.0005948527,"teacher_disagreement_score":0.51287824,"about_ca_system_score_codex":0.00035892747,"about_ca_system_score_gemma":0.0005547972,"threshold_uncertainty_score":0.99930894},"labels":[],"label_agreement":null},{"id":"W4317677687","doi":"10.2139/ssrn.4333304","title":"Risk Perception—A Tool for Understating Adaptive Behaviour in the Age of Climate Change? Narratives from the Global South","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Narrative; Perception; Climate change; Risk perception; Geography; Adaptive capacity; Psychology; History; Art; Ecology; Literature; Biology; Neuroscience","score_opus":0.25416573783194923,"score_gpt":0.41659287262935923,"score_spread":0.16242713479741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317677687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990043,0.00035624686,0.0010498157,0.00680912,0.000115194285,0.0005078002,0.00018061673,0.000028310547,0.0009099229],"genre_scores_gemma":[0.97906816,0.02020334,0.00009579164,0.0001722358,0.00031512417,0.000053130847,0.00005375967,0.0000075706844,0.00003087293],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976026,0.0008977002,0.00023428506,0.00011543968,0.0002765258,0.0008734608],"domain_scores_gemma":[0.99912804,0.0003911923,0.0002282678,0.0001583738,0.000073996096,0.000020116779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045660506,0.00008782513,0.00011496506,0.00004014648,0.0011620274,0.000083738654,0.00048076242,0.00006378805,0.000053365893],"category_scores_gemma":[0.00017517325,0.00005781959,0.00011397301,0.00041932976,0.00017417458,0.00016552929,0.00004278707,0.00062265265,0.0000145457325],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009037832,0.000048251222,0.11297611,0.0000020424661,0.00003336118,5.5450084e-7,0.77020943,0.000012166905,0.00003283088,0.08260869,0.000060319373,0.033925883],"study_design_scores_gemma":[0.00028308283,0.00007798472,0.17711693,0.000021982827,0.000019647301,0.0000011740863,0.7221679,0.00008285188,1.03413555e-7,0.09984558,0.0003198706,0.000062857776],"about_ca_topic_score_codex":0.0025370326,"about_ca_topic_score_gemma":0.13021187,"teacher_disagreement_score":0.12767485,"about_ca_system_score_codex":0.0005861221,"about_ca_system_score_gemma":0.00027348154,"threshold_uncertainty_score":0.89374924},"labels":[],"label_agreement":null},{"id":"W4318159366","doi":"10.1016/j.joclim.2023.100211","title":"Coping with eco-anxiety: An interdisciplinary perspective for collective learning and strategic communication","year":2023,"lang":"en","type":"article","venue":"The Journal of Climate Change and Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Anxiety; Framing (construction); Psychology; Mental health; Coping (psychology); Public relations; Social psychology; Political science; Psychotherapist; Engineering; Psychiatry","score_opus":0.564900463207019,"score_gpt":0.5392929130681778,"score_spread":0.025607550138841195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318159366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8371708,0.0046877693,0.00006274723,0.143727,0.00010240443,0.0010474949,0.000024475527,0.000069491296,0.013107842],"genre_scores_gemma":[0.7328809,0.26639694,0.000103770864,0.00038569578,0.00015126931,0.000015483356,0.000012209223,0.000009297584,0.0000444378],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989421,0.0005010008,0.00017863254,0.00006799096,0.000118029515,0.00019225942],"domain_scores_gemma":[0.9990174,0.00024843667,0.00031519076,0.000091887996,0.00022739127,0.000099663084],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0031552883,0.00006596197,0.00016264258,0.00010143799,0.0021738552,0.00006995638,0.00012959969,0.000037054684,0.000017871478],"category_scores_gemma":[0.000016409977,0.00004592335,0.000021221464,0.00021638251,0.00017256913,0.00024901636,0.00009007494,0.00020420061,0.0000011090729],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036505412,0.000042221836,0.0028107057,0.000093353236,0.00002130707,3.8406537e-7,0.96994334,0.0000046454393,0.000027053735,0.0126533285,0.00020560581,0.013832979],"study_design_scores_gemma":[0.00060978753,0.0011378367,0.011090408,0.00023920438,0.000029507351,0.00002196397,0.9709256,0.00049987115,0.0000011157541,0.013373514,0.0019802619,0.0000909212],"about_ca_topic_score_codex":0.00040254334,"about_ca_topic_score_gemma":0.009650816,"teacher_disagreement_score":0.26170918,"about_ca_system_score_codex":0.00017976663,"about_ca_system_score_gemma":0.00010598211,"threshold_uncertainty_score":0.9991252},"labels":[],"label_agreement":null},{"id":"W4318482425","doi":"10.1007/s10551-022-05288-7","title":"Corporate Greenhouse Gas Emissions’ Data and the Urgent Need for a Science-Led Just Transition: Introduction to a Thematic Symposium","year":2023,"lang":"en","type":"article","venue":"Journal of Business Ethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Quality of Life Research; Business ethics; Greenhouse gas; Thematic map; Business; Environmental science; Political science; Engineering ethics; Natural resource economics; Economics; Public relations; Engineering; Geography; Medicine; Public health; Geology","score_opus":0.6291630993137308,"score_gpt":0.46336514212430907,"score_spread":0.16579795718942175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318482425","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13564788,0.000075770586,0.004852109,0.85774916,0.000979497,0.00048667443,0.000018935989,0.00003561686,0.00015437887],"genre_scores_gemma":[0.97071993,0.02059467,0.0019030821,0.0028886648,0.003342591,0.000033058743,0.00005742392,0.000026089314,0.00043449472],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998522,0.0003008628,0.00033210235,0.00013087761,0.00055668363,0.00015748815],"domain_scores_gemma":[0.99716085,0.0006838159,0.0003523464,0.00038188224,0.0012734567,0.00014765332],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.011416466,0.00006891287,0.00017005997,0.00022458236,0.001370157,0.00021730123,0.0006216375,0.000081052756,0.00005477239],"category_scores_gemma":[0.004705481,0.000045640914,0.00003674304,0.0015964615,0.0005999577,0.0004413553,0.00012468958,0.00028279124,0.0000058610176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015340705,0.00029098766,0.00008821103,0.0005857765,0.000071618255,0.000006292349,0.87402785,0.0015039709,0.025495293,0.033401042,0.043651443,0.01934347],"study_design_scores_gemma":[0.009492256,0.00037645712,0.00440384,0.0019087908,0.0008715615,0.00025714983,0.541645,0.056324832,0.00029011298,0.048471447,0.33498222,0.0009763346],"about_ca_topic_score_codex":0.000083543964,"about_ca_topic_score_gemma":0.00039125432,"teacher_disagreement_score":0.8548605,"about_ca_system_score_codex":0.00006664266,"about_ca_system_score_gemma":0.0006326996,"threshold_uncertainty_score":0.9999299},"labels":[],"label_agreement":null},{"id":"W4318486487","doi":"10.3390/epidemiologia4010006","title":"Academic Framing as a Cause of Eco-Anxiety","year":2023,"lang":"en","type":"editorial","venue":"Epidemiologia","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Framing (construction); Anxiety; Psychology; Social psychology; Political science; Sociology; Psychoanalysis; History; Psychiatry; Archaeology","score_opus":0.48108676155863833,"score_gpt":0.5326320321542685,"score_spread":0.05154527059563013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318486487","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023239544,0.00083303795,0.000020816864,0.0025474464,0.9738147,0.0003221021,0.00023631443,0.00038609075,0.0195155],"genre_scores_gemma":[0.0014858509,0.2316159,0.00019526562,0.00023435727,0.75801206,0.0000773192,0.0011310009,0.000051027077,0.0071972352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962571,0.0016658427,0.0007263003,0.00038033063,0.00050699216,0.0004634079],"domain_scores_gemma":[0.9851423,0.013187344,0.00069755374,0.00058945944,0.00024937702,0.0001340017],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007853519,0.00021154313,0.0006368404,0.00013919067,0.00036379,0.000017922152,0.0010294961,0.0025962552,0.000982608],"category_scores_gemma":[0.06930968,0.00020359734,0.00021752581,0.00038438995,0.00046051713,0.00009542962,0.00028647843,0.0018228472,0.0011103913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009114767,0.000008518221,0.0011687522,0.000044987206,0.000022283552,6.313807e-7,0.004959283,0.000002878998,0.000018004324,0.0008356037,0.9900217,0.002908224],"study_design_scores_gemma":[0.00008218845,0.000024466803,0.000707327,0.00017002194,0.000035865338,8.352343e-8,0.002287651,0.000015145458,0.0000015301115,0.0025073334,0.9939714,0.00019700832],"about_ca_topic_score_codex":0.007993452,"about_ca_topic_score_gemma":0.0033680254,"teacher_disagreement_score":0.23078287,"about_ca_system_score_codex":0.0002836196,"about_ca_system_score_gemma":0.00041353685,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W4318573531","doi":"10.32920/21979706.v1","title":"How diversity makes science work better","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Surprise; Diversity (politics); Work (physics); Political science; Sociology; Environmental ethics; Law; Psychology; Philosophy; Social psychology; Engineering","score_opus":0.7449508436266025,"score_gpt":0.4729185657929508,"score_spread":0.2720322778336517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318573531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4503976,0.00009498429,0.0005509031,0.2524792,0.003699957,0.0006556841,0.000035831825,0.0011511716,0.29093465],"genre_scores_gemma":[0.94938153,0.0029737558,0.0008417979,0.0008405479,0.00041016735,0.000017443821,0.000041503914,0.00000973032,0.045483503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869096,0.0001144312,0.00007484956,0.00029982644,0.00056449405,0.0002554602],"domain_scores_gemma":[0.9990437,0.000082816965,0.00007154283,0.00053019996,0.00016515395,0.000106567786],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011577876,0.00009102163,0.00010790787,0.00015241293,0.0020755653,0.0006488917,0.0013060691,0.00016246336,0.0009166495],"category_scores_gemma":[0.00019443229,0.00008990935,0.00007331339,0.0005924239,0.00092782284,0.00017122719,0.0048320303,0.00028762844,0.00038436585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020664871,0.00013732094,0.3931802,0.00011709615,0.000041059993,0.0000068323397,0.32838804,0.000013328212,0.00015436701,0.02509726,0.08524489,0.16759895],"study_design_scores_gemma":[0.00018927493,0.000012361513,0.5110065,0.0002445277,0.00004575957,1.657061e-7,0.07322745,0.00006286151,0.000025690422,0.029532934,0.3847464,0.0009060644],"about_ca_topic_score_codex":0.003434035,"about_ca_topic_score_gemma":0.008743711,"teacher_disagreement_score":0.49898395,"about_ca_system_score_codex":0.00023812232,"about_ca_system_score_gemma":0.00012192805,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W4318574486","doi":"10.32920/21979706","title":"How diversity makes science work better","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Surprise; Diversity (politics); Political science; Work (physics); Sociology; Environmental ethics; Psychology; Law; Philosophy; Social psychology; Physics","score_opus":0.7449508436266025,"score_gpt":0.4729185657929508,"score_spread":0.2720322778336517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318574486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4503976,0.00009498429,0.0005509031,0.2524792,0.003699957,0.0006556841,0.000035831825,0.0011511716,0.29093465],"genre_scores_gemma":[0.94938153,0.0029737558,0.0008417979,0.0008405479,0.00041016735,0.000017443821,0.000041503914,0.00000973032,0.045483503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869096,0.0001144312,0.00007484956,0.00029982644,0.00056449405,0.0002554602],"domain_scores_gemma":[0.9990437,0.000082816965,0.00007154283,0.00053019996,0.00016515395,0.000106567786],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011577876,0.00009102163,0.00010790787,0.00015241293,0.0020755653,0.0006488917,0.0013060691,0.00016246336,0.0009166495],"category_scores_gemma":[0.00019443229,0.00008990935,0.00007331339,0.0005924239,0.00092782284,0.00017122719,0.0048320303,0.00028762844,0.00038436585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020664871,0.00013732094,0.3931802,0.00011709615,0.000041059993,0.0000068323397,0.32838804,0.000013328212,0.00015436701,0.02509726,0.08524489,0.16759895],"study_design_scores_gemma":[0.00018927493,0.000012361513,0.5110065,0.0002445277,0.00004575957,1.657061e-7,0.07322745,0.00006286151,0.000025690422,0.029532934,0.3847464,0.0009060644],"about_ca_topic_score_codex":0.003434035,"about_ca_topic_score_gemma":0.008743711,"teacher_disagreement_score":0.49898395,"about_ca_system_score_codex":0.00023812232,"about_ca_system_score_gemma":0.00012192805,"threshold_uncertainty_score":0.99999666},"labels":[],"label_agreement":null},{"id":"W4318618562","doi":"10.1186/s12889-023-15105-z","title":"Perceptions of the health impacts of climate change among Canadians","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Biostatistics; Climate change; Public health; Environmental health; Health impact assessment; Medicine; Perception; Framing (construction); Socioeconomics; Food security; Health communication; Geography; Psychology; Political science; Agriculture; Public relations; Ecology","score_opus":0.49131912485734197,"score_gpt":0.4836851442259087,"score_spread":0.007633980631433279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318618562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82612544,0.00016041804,0.000021763763,0.16111438,0.00035988627,0.00087910827,0.00036804008,0.00012671173,0.010844264],"genre_scores_gemma":[0.98092514,0.016939556,0.000045529676,0.0016859025,0.00011368343,0.000038321698,0.00007842688,0.0000104184965,0.00016301802],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769485,0.00093668693,0.0003684289,0.00011644244,0.0003090979,0.00057447935],"domain_scores_gemma":[0.9985917,0.00012077953,0.0003292746,0.00043718243,0.00011482833,0.00040620958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033700769,0.000066965586,0.00019021012,0.00019474995,0.00086524535,0.000027767997,0.0003921719,0.000061894396,0.0004333877],"category_scores_gemma":[0.00028698333,0.000056120673,0.00008467436,0.0013064023,0.00029110388,0.00018148696,0.00008870261,0.0001151019,0.000032243755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025011755,0.00008113171,0.62747526,0.00030150186,0.000004442325,4.8540656e-8,0.3002767,0.0000016605289,0.000007707664,0.013914334,0.006429432,0.051505275],"study_design_scores_gemma":[0.00009172207,0.00003589492,0.91845584,0.00006881177,0.0000010263673,1.8950355e-7,0.053658716,0.000101541926,1.2521723e-7,0.00005371508,0.027485747,0.00004669611],"about_ca_topic_score_codex":0.3878389,"about_ca_topic_score_gemma":0.8810977,"teacher_disagreement_score":0.49325877,"about_ca_system_score_codex":0.00044553383,"about_ca_system_score_gemma":0.001763135,"threshold_uncertainty_score":0.6654855},"labels":[],"label_agreement":null},{"id":"W4319342859","doi":"10.1371/journal.pclm.0000103","title":"Understanding perceptions of climate vulnerability to inform more effective adaptation in coastal communities","year":2023,"lang":"en","type":"article","venue":"PLOS Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nature Conservancy of Canada; University of Victoria","funders":"University of Washington","keywords":"Vulnerability (computing); Climate change; Adaptive capacity; Perception; Environmental resource management; Social vulnerability; Vulnerability assessment; Adaptation (eye); Geography; Environmental planning; Psychological resilience; Psychology; Ecology; Social psychology; Environmental science; Computer security; Computer science","score_opus":0.5815427734497248,"score_gpt":0.4610438652788077,"score_spread":0.12049890817091713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319342859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717182,0.0000042793417,0.0001164333,0.0018389568,0.00009035247,0.00070093723,0.00022245126,0.00020110536,0.025107278],"genre_scores_gemma":[0.9962185,0.0030368257,0.00012817407,0.00010403958,0.00002804446,0.00015525971,0.0002884584,0.000013918894,0.00002680538],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983936,0.00042976992,0.00033965273,0.00012146729,0.00032598217,0.00038951682],"domain_scores_gemma":[0.99872756,0.0006495236,0.00010345583,0.00030805217,0.00012236396,0.00008902287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014426063,0.000110610854,0.00021267304,0.00035677757,0.0008736012,0.000058377784,0.00024703916,0.00009128688,0.0004529308],"category_scores_gemma":[0.00022003405,0.00012096378,0.00006449804,0.0011189781,0.00028195645,0.00032780023,0.00021975026,0.00019065844,0.00018109537],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013390086,0.00021458577,0.18350476,0.00025393497,0.00001643563,9.502239e-7,0.7881691,0.0012803049,0.0012348458,0.018044105,0.00007479418,0.0070723034],"study_design_scores_gemma":[0.00032487733,0.0000681341,0.31198162,0.00019639019,0.000013343501,2.1787494e-7,0.6803455,0.0057317917,0.000021091708,0.00083369354,0.00031988235,0.00016349368],"about_ca_topic_score_codex":0.002327043,"about_ca_topic_score_gemma":0.0938622,"teacher_disagreement_score":0.12847686,"about_ca_system_score_codex":0.00038022868,"about_ca_system_score_gemma":0.00002986074,"threshold_uncertainty_score":0.92267245},"labels":[],"label_agreement":null},{"id":"W4319590015","doi":"10.1007/978-3-031-18146-7_10","title":"Exploring Climate Change Through the Language of Art","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Geographer; Miller; Climate change; Government (linguistics); Visual arts; History; Media studies; Art; Geography; Sociology; Cartography; Linguistics","score_opus":0.8489262683753626,"score_gpt":0.47174289893153154,"score_spread":0.377183369443831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319590015","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009056765,0.0002454733,0.0000019286763,0.0051304908,0.00038760048,0.000291747,0.00004937747,0.00016728905,0.99363554],"genre_scores_gemma":[0.0020012683,0.22566399,0.00004009542,0.0004986257,0.0007086631,0.000088762514,0.00011649641,0.00004156296,0.7708405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917173,0.000050543113,0.00019218352,0.00012761106,0.00028515197,0.00017275645],"domain_scores_gemma":[0.99915254,0.00018215537,0.00013925775,0.00043924665,0.000058040532,0.000028774064],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045201057,0.000110711495,0.00016409406,0.00003932005,0.00030367452,0.000030029021,0.0003749816,0.000117280426,0.005092721],"category_scores_gemma":[0.00002967958,0.00008277498,0.00011586503,0.00005781749,0.00021780029,0.00017985,0.00017250291,0.00017293214,0.0020313158],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031485363,0.0000048585207,0.000005564182,0.00003118951,0.000010398008,9.615588e-7,0.14751576,7.3330064e-8,0.0000073835463,0.8307438,0.0025538874,0.019123008],"study_design_scores_gemma":[0.000048715887,0.000011070651,0.000089866255,0.00018583584,0.000021848531,2.0471883e-7,0.038832143,0.000002117844,0.000003222558,0.0039998456,0.95666707,0.00013807748],"about_ca_topic_score_codex":0.0013775367,"about_ca_topic_score_gemma":0.015976518,"teacher_disagreement_score":0.9541132,"about_ca_system_score_codex":0.00004358727,"about_ca_system_score_gemma":0.000014601606,"threshold_uncertainty_score":0.99874574},"labels":[],"label_agreement":null},{"id":"W4319780621","doi":"10.1007/978-3-031-18092-7_1","title":"Introduction: So Many Challenges—So Many Choices (In Science Education)","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Engineering ethics; Computer science; Mathematics education; Psychology; Engineering","score_opus":0.34897880600400877,"score_gpt":0.4297649795011281,"score_spread":0.0807861734971193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319780621","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000106946914,0.0015984391,0.0000028902648,0.063724644,0.0025247138,0.00039150295,0.00000607017,0.000250205,0.9313946],"genre_scores_gemma":[0.0012281432,0.12280291,0.00009410738,0.00044440798,0.0037294878,0.000028655913,0.000062096224,0.000035422265,0.87157476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978333,0.000069847316,0.0003687909,0.000626814,0.0007335079,0.00036774328],"domain_scores_gemma":[0.9983689,0.00010787216,0.00019748128,0.0008329288,0.00032692045,0.0001658768],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00166306,0.00022610764,0.00025262785,0.00064112555,0.0013136576,0.00039843156,0.0010067242,0.0002970882,0.016332217],"category_scores_gemma":[0.00015409739,0.00024030039,0.00009488112,0.0002996801,0.0016067142,0.0004611678,0.00023753512,0.0004048089,0.0052268803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027227397,0.00003331673,0.000010563523,0.00002909734,0.0000042467987,4.2984192e-7,0.008943524,6.020071e-7,0.00001253465,0.89460194,0.006962171,0.08939883],"study_design_scores_gemma":[0.00006222503,0.000013494495,0.0010283465,0.000104662155,0.0000100677,0.0000013595645,0.0071686213,0.000012123876,0.0000012888337,0.016278038,0.97504413,0.0002756595],"about_ca_topic_score_codex":0.0013370474,"about_ca_topic_score_gemma":0.03527172,"teacher_disagreement_score":0.96808195,"about_ca_system_score_codex":0.00057374453,"about_ca_system_score_gemma":0.0014254197,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W4320022994","doi":"10.15173/sciential.v1i9.3313","title":"Sciential Issue 9","year":2022,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Geology","score_opus":0.2613525759916016,"score_gpt":0.434112527002055,"score_spread":0.17275995101045338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320022994","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3134504,0.00035067394,0.0024514988,0.11081995,0.030118214,0.0008851138,0.000046235557,0.0003400787,0.5415378],"genre_scores_gemma":[0.97118324,0.00039477032,0.0010192156,0.0013410186,0.0011568437,0.00001731468,0.0000073425617,0.000018116934,0.024862126],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99359167,0.00059048046,0.00045193298,0.00054662745,0.0037273753,0.0010918936],"domain_scores_gemma":[0.9980601,0.00004887167,0.0003335635,0.00042836947,0.00047202906,0.0006570486],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.010222103,0.00016965005,0.00017652522,0.0009450175,0.021846475,0.0022481806,0.0028713038,0.00004091651,0.02677898],"category_scores_gemma":[0.00023952016,0.00017102245,0.00016852743,0.004176765,0.0035489579,0.0018616033,0.0010873599,0.0006978021,0.00041518424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031789535,0.0017172187,0.006574822,0.000030657353,0.00005954085,0.000079579266,0.216269,0.0029143663,0.10175944,0.10165166,0.15150118,0.41712463],"study_design_scores_gemma":[0.00061726343,0.00011995932,0.00084765884,0.000014210409,0.00001817323,0.00011706341,0.027477685,0.0010561735,0.00012988312,0.008458163,0.96080345,0.0003403208],"about_ca_topic_score_codex":0.0002907339,"about_ca_topic_score_gemma":0.00042810934,"teacher_disagreement_score":0.8093023,"about_ca_system_score_codex":0.0009589583,"about_ca_system_score_gemma":0.0014632379,"threshold_uncertainty_score":0.9991628},"labels":[],"label_agreement":null},{"id":"W4320023026","doi":"10.15173/sciential.v1i9.3209","title":"Impact and Effectiveness of Science Communication Training in the Honours Life Sciences Program at McMaster University","year":2022,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Presentation (obstetrics); Curriculum; Argumentative; Medical education; Communication skills; Public speaking; Mathematics education; Psychology; Multimedia; Computer science; Pedagogy; Medicine","score_opus":0.22593253852486364,"score_gpt":0.4240831464332005,"score_spread":0.19815060790833686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320023026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781518,0.00014927784,0.000043071577,0.0041571856,0.00034222312,0.00048029594,0.000007768652,0.000021563383,0.016646832],"genre_scores_gemma":[0.9989135,0.00045094136,0.0003956894,0.0000782794,0.000030444473,0.000007158235,0.0000017861724,0.000004762075,0.00011741343],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99461263,0.001818489,0.00029931954,0.00041456,0.0021669157,0.0006880592],"domain_scores_gemma":[0.99843526,0.00033392702,0.00035512922,0.00030928024,0.00028929574,0.00027709754],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.029289572,0.00013217329,0.00018732427,0.0009805227,0.014239981,0.0006286605,0.0030660252,0.000030000056,0.00045589457],"category_scores_gemma":[0.00036261164,0.000105069696,0.000089252266,0.0062651006,0.017558476,0.001927859,0.0010752024,0.0004422845,0.0000031182205],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005449203,0.0010238565,0.09772478,0.000046635574,0.000025307258,0.000009394142,0.7047169,0.0032986586,0.03539861,0.027689168,0.0001806432,0.1293411],"study_design_scores_gemma":[0.0023543802,0.0016086131,0.4156977,0.00020848704,0.00005059677,0.0002216086,0.54814905,0.0060688346,0.00017528965,0.00976802,0.015048919,0.0006484928],"about_ca_topic_score_codex":0.00055622496,"about_ca_topic_score_gemma":0.00070591486,"teacher_disagreement_score":0.3179729,"about_ca_system_score_codex":0.0009248051,"about_ca_system_score_gemma":0.0021108089,"threshold_uncertainty_score":0.99955064},"labels":[],"label_agreement":null},{"id":"W4320158895","doi":"10.15173/sciential.vi7.2941","title":"Sciential Issue 7","year":2021,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Computer science","score_opus":0.2765126530261611,"score_gpt":0.4467036324700681,"score_spread":0.170190979443907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320158895","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20268095,0.00055689097,0.0049840133,0.10929462,0.020614585,0.00039200493,0.000016833095,0.00024020275,0.6612199],"genre_scores_gemma":[0.9408682,0.0024272834,0.0044844714,0.0018409304,0.0024189458,0.000005343693,0.000010732339,0.000023652425,0.04792046],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948651,0.00040479522,0.00046493017,0.00059595436,0.002590693,0.0010785047],"domain_scores_gemma":[0.99699944,0.000055962235,0.0002558754,0.00048744294,0.0013938638,0.00080742285],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0057118535,0.00017905816,0.00019989775,0.00053917035,0.007966323,0.003819497,0.0016542012,0.00009019054,0.012404119],"category_scores_gemma":[0.00064016564,0.00017258032,0.00018344758,0.0039345175,0.0039039603,0.0023717582,0.00049117353,0.00046314276,0.00094294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010499831,0.0011877274,0.005967614,0.00004746307,0.000061788574,0.00017797381,0.09873248,0.00027400767,0.2806721,0.095557466,0.06601416,0.4512022],"study_design_scores_gemma":[0.00084727595,0.000055155873,0.0022164714,0.00009528945,0.000034133613,0.00022132328,0.02021483,0.00065932586,0.0026821182,0.013790846,0.9586939,0.0004893297],"about_ca_topic_score_codex":0.00013097018,"about_ca_topic_score_gemma":0.0012537632,"teacher_disagreement_score":0.89267975,"about_ca_system_score_codex":0.0004620038,"about_ca_system_score_gemma":0.0023234163,"threshold_uncertainty_score":0.99983495},"labels":[],"label_agreement":null},{"id":"W4320158929","doi":"10.15173/sciential.vi7.2922","title":"Science Communication: A basic skill that needs to be developed in undergraduate and graduate programs","year":2021,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Curriculum; Communication skills; Training (meteorology); Quality (philosophy); Science communication; Medical education; Graduate education; Psychology; State (computer science); Engineering ethics; Pedagogy; Mathematics education; Computer science; Science education; Engineering; Medicine","score_opus":0.38720783426766714,"score_gpt":0.4269000489587157,"score_spread":0.039692214691048555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320158929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7944463,0.00027352307,0.001114759,0.15548867,0.0015101875,0.00063055434,0.0000065173267,0.00010590422,0.04642363],"genre_scores_gemma":[0.9850169,0.0028448342,0.007017339,0.001802182,0.00011809914,0.000020194357,0.000009596899,0.000021431844,0.0031494417],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9937768,0.00058237097,0.0006561402,0.0008091321,0.0027166738,0.0014589058],"domain_scores_gemma":[0.99603206,0.000121962476,0.0003203632,0.00083046954,0.0015181694,0.0011769705],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.010552462,0.00029938007,0.00033543367,0.0021389532,0.0064990944,0.0047715697,0.002584918,0.00009304909,0.00022923294],"category_scores_gemma":[0.0008622339,0.0002919754,0.00010227269,0.014602568,0.006493425,0.003367136,0.0014031829,0.00068961154,0.00006299083],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001082214,0.0011074818,0.03438589,0.000054524855,0.000036576217,0.000052161286,0.30156353,0.00011542875,0.02980099,0.21199536,0.00153388,0.41924596],"study_design_scores_gemma":[0.0064742477,0.00075115345,0.10818684,0.001768353,0.00014447828,0.000882551,0.3963987,0.0037394175,0.0059139463,0.1815942,0.29016215,0.0039839623],"about_ca_topic_score_codex":0.0004451456,"about_ca_topic_score_gemma":0.0079060495,"teacher_disagreement_score":0.41526198,"about_ca_system_score_codex":0.0009340967,"about_ca_system_score_gemma":0.004017345,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W4321004301","doi":"10.1111/cars.12424","title":"Canadian climate change attitudes and energy policy","year":2023,"lang":"en","type":"article","venue":"Canadian Review of Sociology/Revue canadienne de sociologie","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs","keywords":"Opposition (politics); Climate change; Ascription; Political science; Climate policy; Attribution; Humanities; Social psychology; Psychology; Politics; Ecology; Art; Philosophy; Theology; Law","score_opus":0.40564915117556843,"score_gpt":0.4282210782409644,"score_spread":0.022571927065395958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321004301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5109332,0.07985976,0.0000014328992,0.34344634,0.000993229,0.0010192683,0.0018645462,0.0003350458,0.061547145],"genre_scores_gemma":[0.5427813,0.4434225,0.000029012019,0.012662345,0.0003746818,0.0001457932,0.00029984815,0.00001908022,0.0002654574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99685866,0.0006722573,0.00035470966,0.0003347982,0.000054825574,0.0017247585],"domain_scores_gemma":[0.99719167,0.00032951465,0.00015769977,0.0004198517,0.00020190449,0.0016993595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025226495,0.00020112407,0.0004857837,0.00056706514,0.0010267455,0.000018901601,0.0005884672,0.0004783021,0.00047904594],"category_scores_gemma":[0.0014888364,0.00022715404,0.00014096923,0.0006332859,0.001292171,0.0001132416,0.000072398805,0.00026829517,0.00007952551],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034233663,0.0000127771655,0.23317263,0.003088804,0.000082190665,0.00007898546,0.10187145,8.1702734e-7,0.000036540805,0.5285956,0.022074867,0.110981874],"study_design_scores_gemma":[0.000181204,0.000066316636,0.39090386,0.0020952863,0.000054204756,0.000012728336,0.032501113,0.000021343714,3.8160857e-7,0.009152936,0.5644758,0.000534837],"about_ca_topic_score_codex":0.9578796,"about_ca_topic_score_gemma":0.99865645,"teacher_disagreement_score":0.5424009,"about_ca_system_score_codex":0.003525555,"about_ca_system_score_gemma":0.0029068138,"threshold_uncertainty_score":0.92630726},"labels":[],"label_agreement":null},{"id":"W4321481142","doi":"10.5194/egusphere-egu23-5568","title":"The shadowlands of science communication in academia — definitions, problems, and possible solutions","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre; University of Saskatchewan","funders":"Natural Environment Research Council; Sight Research UK","keywords":"CLARITY; Science communication; Work (physics); Engineering ethics; Quality (philosophy); Computer science; Public relations; Science education; Sociology; Political science; Epistemology; Pedagogy; Chemistry; Engineering","score_opus":0.7471121958755009,"score_gpt":0.48700503767592995,"score_spread":0.260107158199571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321481142","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3731567,0.01145865,0.0002793268,0.20127751,0.00088006136,0.0032448876,0.00022444394,0.0006139747,0.40886447],"genre_scores_gemma":[0.7736292,0.22494985,0.00040803629,0.000069450325,0.000019307741,0.00013710055,0.00007757359,0.000006990669,0.0007024981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99856895,0.0003340257,0.0003377788,0.00018803531,0.00032323046,0.00024799796],"domain_scores_gemma":[0.9983667,0.00055524876,0.00018290008,0.0006254832,0.00021001264,0.000059660575],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004760536,0.00008033348,0.00012288414,0.00022693578,0.0020843782,0.00017688709,0.001013601,0.00040383468,0.000057150155],"category_scores_gemma":[0.0005618553,0.00006673583,0.000032184667,0.0007000065,0.002877646,0.0001510252,0.0013825458,0.0010194882,0.000016952707],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010762859,0.000119971315,0.030936062,0.00015559404,0.000013369945,1.0826649e-7,0.13908646,0.00017653011,0.00030687117,0.8109899,0.00306292,0.015141445],"study_design_scores_gemma":[0.00047491648,0.000029804394,0.33651266,0.0013025834,0.000038446746,0.0000010970448,0.11654006,0.005771602,0.000021647076,0.5027269,0.036044233,0.0005360564],"about_ca_topic_score_codex":0.01037125,"about_ca_topic_score_gemma":0.08267588,"teacher_disagreement_score":0.40816197,"about_ca_system_score_codex":0.00016568556,"about_ca_system_score_gemma":0.00038091533,"threshold_uncertainty_score":0.99983597},"labels":[],"label_agreement":null},{"id":"W4321617961","doi":"10.1038/s41558-023-01617-4","title":"Reducing personal climate risk to reduce personal climate anxiety","year":2023,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Climate change; Anxiety; Climate risk; Action (physics); Psychology; Environmental resource management; Environmental science; Natural resource economics; Environmental planning; Economics; Ecology","score_opus":0.27962636793724555,"score_gpt":0.4455458683039531,"score_spread":0.16591950036670755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321617961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93027616,0.0012294475,0.000001731485,0.023909008,0.002744562,0.001319785,0.0020615133,0.0014520476,0.03700575],"genre_scores_gemma":[0.8107897,0.18084034,0.0002923809,0.0030743962,0.0033191335,0.00035772295,0.0008496335,0.00010377629,0.00037290633],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950591,0.0006392166,0.0004846747,0.00089754816,0.0010126736,0.0019068378],"domain_scores_gemma":[0.9978607,0.00029926433,0.00030512674,0.0006130583,0.00033644686,0.000585388],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0037696017,0.0004328884,0.00045243913,0.0005121986,0.0031470035,0.00033466224,0.0007926382,0.0007188346,0.0023315374],"category_scores_gemma":[0.00053646805,0.0004502355,0.00032658764,0.002071209,0.00026897126,0.0005830216,0.0006506893,0.0013857423,0.0032294348],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007066734,0.00039920612,0.05939423,0.00062754925,0.000088034765,0.000047035766,0.69115686,0.00000933106,0.006889298,0.007023999,0.0414306,0.19222715],"study_design_scores_gemma":[0.0016484541,0.00024447282,0.2101913,0.00096756907,0.00019447147,0.00002870795,0.14799114,0.003070357,0.00019974152,0.00022736067,0.6331733,0.002063133],"about_ca_topic_score_codex":0.00085419306,"about_ca_topic_score_gemma":0.0039116843,"teacher_disagreement_score":0.5917427,"about_ca_system_score_codex":0.00050516106,"about_ca_system_score_gemma":0.00007016443,"threshold_uncertainty_score":0.99979496},"labels":[],"label_agreement":null},{"id":"W4321996415","doi":"10.5194/egusphere-egu23-10307","title":"Science Communication: Deeper engagement with industry and government stakeholders through documentary film, art, and graphical newsletters","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Animation; Government (linguistics); Context (archaeology); General partnership; Presentation (obstetrics); Stakeholder; Vocabulary; Visual literacy; Plan (archaeology); Visual communication; Visual arts; Variety (cybernetics); Public relations; Political science; Sociology; Computer science; Art; Pedagogy","score_opus":0.5538970758756544,"score_gpt":0.4393668708672014,"score_spread":0.11453020500845301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321996415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7634286,0.0003914036,0.00034628532,0.15573902,0.0002816658,0.0012875629,0.00006596104,0.0002876531,0.07817181],"genre_scores_gemma":[0.9275816,0.050353598,0.008139264,0.008775509,0.00013265554,0.00023321157,0.00017640484,0.00004302351,0.004564721],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762654,0.00038914045,0.00024523548,0.0004896339,0.00093577994,0.00031369284],"domain_scores_gemma":[0.99854225,0.0002259126,0.00014781485,0.00083103275,0.000070323294,0.00018265327],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017293071,0.00020394119,0.00019523254,0.00009387353,0.0014579687,0.00052983855,0.0006856466,0.0002697764,0.0008018704],"category_scores_gemma":[0.000059267888,0.0001823854,0.00003279251,0.00039988535,0.0025793472,0.0003916652,0.0017691072,0.0011279038,0.000014605759],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020678455,0.00065968937,0.17831334,0.0005113872,0.0004406746,0.000022743969,0.4399225,0.00033164333,0.00043362836,0.22107036,0.13040186,0.02768535],"study_design_scores_gemma":[0.0014161417,0.00018764875,0.11192996,0.00084855367,0.00019647981,0.0000069895045,0.4177901,0.0003262436,0.000039075894,0.0118535245,0.45398217,0.001423071],"about_ca_topic_score_codex":0.0033455647,"about_ca_topic_score_gemma":0.010620861,"teacher_disagreement_score":0.32358032,"about_ca_system_score_codex":0.00032488324,"about_ca_system_score_gemma":0.00017364821,"threshold_uncertainty_score":0.999842},"labels":[],"label_agreement":null},{"id":"W4322588491","doi":"10.1016/j.jenvp.2023.101991","title":"Climate change anxiety in China, India, Japan, and the United States","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hong Kong Polytechnic University; Manitoba Health Research Council; Hong Kong University of Science and Technology; Sumitomo Foundation","keywords":"Climate change; Anxiety; Psychological resilience; Political economy of climate change; China; Geography; Psychology; Global warming; Political science; Development economics; Social psychology; Ecology; Economics","score_opus":0.20814080521214284,"score_gpt":0.43113975323350917,"score_spread":0.22299894802136633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322588491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97901726,0.0002576706,9.147106e-7,0.018183224,0.0001896234,0.000119851175,0.000011453064,0.0000072391335,0.002212787],"genre_scores_gemma":[0.8084781,0.1897652,0.000011648368,0.0015866995,0.00009628074,0.0000057685456,0.000017110533,0.0000047258604,0.00003443806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990025,0.00041320696,0.00021584088,0.000069079484,0.0001298102,0.00016952169],"domain_scores_gemma":[0.9995774,0.00010073898,0.00015913692,0.000108141976,0.0000038068122,0.00005079518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013753037,0.000054410986,0.00011635033,0.00017415435,0.00017227493,0.00001762414,0.00018620824,0.000066399785,0.00042231753],"category_scores_gemma":[0.000022671768,0.00003981959,0.00003868855,0.00024172415,0.0004914369,0.00011094165,0.00006295276,0.0002058887,0.00005106459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055843464,0.000320985,0.5509881,0.000011866106,0.000029322082,0.00001588243,0.3042125,0.000015499243,0.0008761808,0.0021046244,0.0025947865,0.1382718],"study_design_scores_gemma":[0.0011140837,0.000045572397,0.9409682,0.00001281873,0.0000058014207,0.000011838695,0.016151067,0.00004525976,7.5124433e-7,0.0009644123,0.040634066,0.000046140987],"about_ca_topic_score_codex":0.00017126894,"about_ca_topic_score_gemma":0.00024825678,"teacher_disagreement_score":0.38998008,"about_ca_system_score_codex":0.000045113615,"about_ca_system_score_gemma":0.000002346087,"threshold_uncertainty_score":0.4624081},"labels":[],"label_agreement":null},{"id":"W4323911340","doi":"10.1386/jem_00092_5","title":"A Strategic Nature: Public Relations and the Politics of American Environmentalism, Melissa Aronczyk and Maria I. Espinoza (2022)","year":2022,"lang":"en","type":"article","venue":"Journal of Environmental Media","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmentalism; Politics; Political science; Sociology; Religious studies; Law; Philosophy","score_opus":0.1099970563884069,"score_gpt":0.3362158511982822,"score_spread":0.22621879480987528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323911340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855915,0.0032081783,0.0000030813612,0.00918931,0.0001701225,0.00011726278,0.00006778287,0.0000030488043,0.0016497173],"genre_scores_gemma":[0.9848064,0.014454214,0.00013608791,0.0003470187,0.000103939936,0.0000062601653,0.000016103382,0.000007301786,0.00012267132],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844706,0.00056902465,0.00029048842,0.00008149961,0.0004775396,0.00013436825],"domain_scores_gemma":[0.998943,0.00036347285,0.00042747805,0.00013696786,0.00000573777,0.00012339179],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009802256,0.00007313459,0.00016702284,0.000081749764,0.00060896337,0.00003261961,0.00022408548,0.000041748975,0.0018335946],"category_scores_gemma":[0.00007993141,0.000059160917,0.000056899924,0.0001068747,0.0015545724,0.0001464152,0.00018696357,0.0004537303,0.0000018740232],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006305654,0.0018699941,0.21123916,0.000040538464,0.00047602327,0.000033175416,0.3596526,0.000059050522,0.020271182,0.30776006,0.0026876703,0.09527997],"study_design_scores_gemma":[0.0029816905,0.00048711605,0.3561297,0.000018327059,0.00018787938,0.00012250128,0.53354406,0.00015341036,0.000027773256,0.014039544,0.09201971,0.0002882446],"about_ca_topic_score_codex":0.000118633114,"about_ca_topic_score_gemma":0.00012458352,"teacher_disagreement_score":0.2937205,"about_ca_system_score_codex":0.0002083836,"about_ca_system_score_gemma":0.000034276847,"threshold_uncertainty_score":0.99907887},"labels":[],"label_agreement":null},{"id":"W4360584014","doi":"10.59158/001c.71005","title":"Book Review for Del Loewenthal’s (ed.) ‘Phototherapy and Therapeutic Photography in a Digital Age’","year":2014,"lang":"en","type":"article","venue":"Psychotherapy and Counselling Journal of Australia","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Photography; Art; Visual arts","score_opus":0.2236772404757066,"score_gpt":0.44131418538622824,"score_spread":0.21763694491052163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360584014","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21456045,0.7651928,0.008660509,0.009278539,0.0005117601,0.0011317007,0.00001731717,0.000031686384,0.0006152324],"genre_scores_gemma":[0.070499405,0.92328244,0.00019132289,0.0054183276,0.00013090356,0.0000122497695,0.0000022775316,0.000012298932,0.0004507896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990638,0.000105523475,0.0003518884,0.000119591896,0.0001811513,0.000178038],"domain_scores_gemma":[0.9992716,0.00017078368,0.00023736105,0.000114552255,0.00011154324,0.000094204006],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011578383,0.00011191619,0.00024452966,0.00011733539,0.0001541136,0.00014194506,0.00016162157,0.000075067655,0.00042275278],"category_scores_gemma":[0.000007752397,0.00009790395,0.0001050211,0.0001408022,0.00017063317,0.00018495956,8.6696406e-7,0.00014065801,0.0000016490903],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002996458,0.0014692429,0.02003707,0.001713476,0.00054526847,0.00001087618,0.15353543,0.00001943706,0.005932884,0.012912165,0.12203821,0.6787895],"study_design_scores_gemma":[0.0010177607,0.0002207208,0.00066782924,0.0007693333,0.00001982837,0.0000093158715,0.00033699785,0.000030372485,0.00000947674,0.01025964,0.986518,0.00014069866],"about_ca_topic_score_codex":0.000041032657,"about_ca_topic_score_gemma":0.00012780503,"teacher_disagreement_score":0.86447984,"about_ca_system_score_codex":0.000012881368,"about_ca_system_score_gemma":0.000014653612,"threshold_uncertainty_score":0.46288466},"labels":[],"label_agreement":null},{"id":"W4360949491","doi":"10.1177/19467567231164460","title":"Why Decenter Images of the Future Matter: Absences, Alternatives, and Accomplishments Challenging Future Visions","year":2023,"lang":"en","type":"article","venue":"World Futures Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Vision; Look-ahead; Computer science; Sociology; Algorithm","score_opus":0.1652763544937471,"score_gpt":0.43356589772058207,"score_spread":0.26828954322683496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360949491","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046470664,0.45023242,0.0000071209884,0.5069937,0.0026263597,0.0011691954,0.00008596416,0.00014491081,0.03409324],"genre_scores_gemma":[0.021966057,0.9650323,0.000059360133,0.010618719,0.0009080924,0.00003339917,0.000035306377,0.000012541659,0.0013342655],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987952,0.00029145405,0.00023830452,0.0001798399,0.00029841787,0.00019674441],"domain_scores_gemma":[0.99924845,0.0000653692,0.00016259274,0.0003873452,0.00006905513,0.00006720666],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045980193,0.000118502634,0.00021344158,0.00008378394,0.00064024533,0.00005431952,0.0005366952,0.000040943047,0.0017556694],"category_scores_gemma":[0.000020656857,0.000079538586,0.0001093798,0.00071387837,0.00014730786,0.0001412029,0.00024149372,0.00017570527,0.0000646235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043343225,0.000043159645,0.009860146,0.0010015117,0.00003077789,0.0000010530661,0.009764008,7.5881263e-7,0.000051350118,0.003615723,0.7597886,0.2158386],"study_design_scores_gemma":[0.00006971426,0.0000025635068,0.055071548,0.0014095061,0.000018607743,8.4071564e-7,0.004393744,0.0000022957795,0.0000026556506,0.0001764429,0.93876797,0.000084102285],"about_ca_topic_score_codex":0.00014179847,"about_ca_topic_score_gemma":0.0040348144,"teacher_disagreement_score":0.51479983,"about_ca_system_score_codex":0.00003132025,"about_ca_system_score_gemma":0.000014664917,"threshold_uncertainty_score":0.99915683},"labels":[],"label_agreement":null},{"id":"W4361003995","doi":"10.3390/su15075814","title":"The Efficacy of Virtual Reality in Climate Change Education Increases with Amount of Body Movement and Message Specificity","year":2023,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Knut och Alice Wallenbergs Stiftelse; National Science Foundation","keywords":"Climate change; Framing (construction); Feeling; Perception; Psychological intervention; Ocean acidification; Psychology; Narrative; Applied psychology; Social psychology; Geography; Ecology","score_opus":0.1420184884169273,"score_gpt":0.42215205850687143,"score_spread":0.2801335700899441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361003995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930655,0.00007350119,0.0000022471088,0.0042489534,0.000032907537,0.00075307715,0.000021227464,0.000026215357,0.0017763972],"genre_scores_gemma":[0.99649936,0.0032692563,0.0000045059423,0.00002876901,0.00003527433,0.00008155612,0.000024000385,0.0000039196357,0.000053371587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986094,0.00057079643,0.0002490487,0.00014837712,0.00022812627,0.00019424938],"domain_scores_gemma":[0.99853235,0.0005371027,0.00014046796,0.00037001763,0.0003733361,0.000046702226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028022844,0.00006486869,0.00013270792,0.00006837495,0.00027819225,0.000021659698,0.00016479094,0.00004374103,0.000032458902],"category_scores_gemma":[0.00094293634,0.000048851998,0.000026069883,0.00051295495,0.0006190783,0.00011572319,0.0001207627,0.00007267878,7.595835e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044804427,0.0009279203,0.70337945,0.00030170294,0.000008177327,5.3355404e-7,0.065781355,0.00000844337,0.00008265121,0.14551878,0.000104113955,0.08343883],"study_design_scores_gemma":[0.000184405,0.00005804395,0.89717877,0.000027566297,0.0000051453812,3.6598763e-8,0.09641339,0.000034406738,0.000019198182,0.00456203,0.0014674753,0.00004951621],"about_ca_topic_score_codex":0.028802417,"about_ca_topic_score_gemma":0.030203516,"teacher_disagreement_score":0.19379935,"about_ca_system_score_codex":0.00037896173,"about_ca_system_score_gemma":0.00024344698,"threshold_uncertainty_score":0.98749274},"labels":[],"label_agreement":null},{"id":"W4362475978","doi":"10.24908/iqurcp16315","title":"Remembering Forgotten Stories in the Archives","year":2023,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Misinformation; Documentation; Astronomer; Queen (butterfly); History; Art history; Library science; Media studies; Art; Sociology; Computer science; Political science; Law","score_opus":0.7006054361583673,"score_gpt":0.5437845684479743,"score_spread":0.15682086771039305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362475978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49605477,0.000053669333,0.00006671381,0.27670935,0.00022185003,0.00095364585,0.000004249865,0.0003740325,0.22556174],"genre_scores_gemma":[0.98369294,0.012761121,0.000069047936,0.00012640649,0.000311726,0.00024128023,0.00001806068,0.000016220156,0.0027631826],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969999,0.00047326693,0.00025766826,0.00031989993,0.0011260683,0.0008231722],"domain_scores_gemma":[0.9982792,0.0009027258,0.00006325704,0.00024578892,0.00038640102,0.00012261077],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0055325306,0.0001247703,0.00015286224,0.00055278314,0.0013152664,0.00065957033,0.0012148672,0.000099050696,0.0000768838],"category_scores_gemma":[0.0012414085,0.000102775855,0.00005158127,0.0022529112,0.0013738127,0.000537176,0.0003198056,0.00069320604,0.00022717853],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033083452,0.000045861252,0.012076125,0.00006468905,0.0000076730585,0.000005307184,0.525694,0.0000011301339,0.000980064,0.43407145,0.00843745,0.018583115],"study_design_scores_gemma":[0.0002625859,0.000068845344,0.018299712,0.00020342131,0.000003737002,0.0000017867933,0.55269766,0.000564888,0.000045353874,0.23045607,0.19716546,0.00023050235],"about_ca_topic_score_codex":0.0027607903,"about_ca_topic_score_gemma":0.0034272578,"teacher_disagreement_score":0.4876382,"about_ca_system_score_codex":0.00015085375,"about_ca_system_score_gemma":0.00025756442,"threshold_uncertainty_score":0.99998486},"labels":[],"label_agreement":null},{"id":"W4365450745","doi":"10.1038/s41558-023-01668-7","title":"Author Correction: The co-production of knowledge for climate science","year":2023,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Yukon University; University of Alberta","funders":"Jet Propulsion Laboratory","keywords":"Production (economics); Climate science; Knowledge production; Environmental science; Climate change; Computer science; Economics; Geology; Knowledge management; Oceanography","score_opus":0.5091179381450314,"score_gpt":0.53127380193061,"score_spread":0.022155863785578656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365450745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5053657,0.0039549153,0.00002773765,0.1635889,0.056728784,0.0070586363,0.00065028167,0.0021495782,0.26047543],"genre_scores_gemma":[0.96774215,0.025934193,0.0000775923,0.00046892386,0.0024938358,0.00046603495,0.00018742717,0.000030348892,0.0025994838],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836326,0.00016671786,0.00023319543,0.0003098409,0.00039583253,0.00053116964],"domain_scores_gemma":[0.9983441,0.00034827157,0.00018261567,0.00048084723,0.00055897475,0.00008518375],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0046268045,0.0001186961,0.00016124207,0.00028477982,0.0025424843,0.00008053963,0.0006007407,0.00023311745,0.00017195976],"category_scores_gemma":[0.0008702956,0.000094455965,0.00010261056,0.00203921,0.00091247784,0.00035560358,0.00014383072,0.00029983858,0.00018532544],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031611195,0.00039571413,0.009068616,0.00077067775,0.000028955123,0.0000010653862,0.4064169,0.000006099993,0.013712175,0.13513452,0.21319842,0.22095075],"study_design_scores_gemma":[0.0002556192,0.00007386561,0.030274292,0.00014662126,0.000033166798,0.0000025008449,0.03557066,0.0007522553,0.0012516738,0.00047214114,0.9309281,0.00023906627],"about_ca_topic_score_codex":0.000059870483,"about_ca_topic_score_gemma":0.0012943957,"teacher_disagreement_score":0.71772975,"about_ca_system_score_codex":0.00016708868,"about_ca_system_score_gemma":0.000074692594,"threshold_uncertainty_score":0.99875605},"labels":[],"label_agreement":null},{"id":"W4365803839","doi":"10.1123/ssj.2022-0149","title":"A Proposal for an “Environmental Sports Journalism” (ESJ) Approach: Principles and Illustrative Examples From Coverage of the Rio 2016 and PyeongChang 2018 Olympic and Paralympic Games","year":2023,"lang":"en","type":"article","venue":"Sociology of Sport Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Journalism; Work (physics); Political science; Sociology; Set (abstract data type); Public relations; Advertising; Media studies; Engineering; Computer science; Business","score_opus":0.2696591481149707,"score_gpt":0.37714656516362366,"score_spread":0.10748741704865294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365803839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667823,0.0012710402,0.000030731557,0.0012488356,0.00011547144,0.00026313632,0.00007246198,0.000008806119,0.00031125522],"genre_scores_gemma":[0.975621,0.02342179,0.00050751184,0.000048194644,0.00018011374,0.000008506016,0.000038002236,0.000007815691,0.0001670788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907786,0.00012313576,0.00030083102,0.00014730085,0.00017104295,0.000179836],"domain_scores_gemma":[0.99924827,0.000076982236,0.0004329809,0.00011565218,0.000030850035,0.00009525354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010912395,0.00009763206,0.00024133937,0.000059059916,0.00059853983,0.000023556762,0.00015091791,0.00014468367,0.00008239393],"category_scores_gemma":[0.000025054529,0.00007050258,0.00005724955,0.000045879497,0.0022713477,0.00018645717,0.00008174599,0.000162457,2.7404258e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068000176,0.000080255406,0.8070562,0.000024697469,0.000067831126,0.0000016873141,0.17930532,0.000005280932,0.0017123244,0.0024574795,0.0001858211,0.009035115],"study_design_scores_gemma":[0.00050439546,0.00009556235,0.9020748,0.00004957534,0.00004368042,0.000023483597,0.08420835,0.00006755224,0.000022683167,0.011348354,0.0014726351,0.00008890406],"about_ca_topic_score_codex":0.00018614167,"about_ca_topic_score_gemma":0.0003004037,"teacher_disagreement_score":0.09509696,"about_ca_system_score_codex":0.000035500383,"about_ca_system_score_gemma":0.0001221844,"threshold_uncertainty_score":0.83688754},"labels":[],"label_agreement":null},{"id":"W4365816867","doi":"10.31234/osf.io/sfubr","title":"Even When Ideologies Align, People Distrust Politicized Institutions","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Distrust; Ideology; Institution; Deference; Social psychology; Politics; Public institution; Supreme court; Political science; Psychology; Public relations; Law","score_opus":0.8167651219378398,"score_gpt":0.5452819780169542,"score_spread":0.2714831439208856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365816867","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047686566,0.00016155257,0.0020420745,0.14841963,0.0025842208,0.0010989537,0.0004311282,0.0023614129,0.7952145],"genre_scores_gemma":[0.9598505,0.009381031,0.0011705159,0.00072097033,0.00048097322,0.00027265694,0.0012087257,0.000022053464,0.026892554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984937,0.00033723094,0.00027615592,0.00028509364,0.0002878313,0.0003200076],"domain_scores_gemma":[0.9986482,0.0002677928,0.000116188356,0.00069523643,0.00015051961,0.00012201991],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005993918,0.00014944204,0.00024472718,0.0001234706,0.00079441845,0.0002009932,0.0008221073,0.00034204542,0.004668737],"category_scores_gemma":[0.0007452945,0.00014682846,0.00014613615,0.00017322307,0.0004111476,0.00009689384,0.0011432087,0.00032285778,0.0009724243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000115760495,0.000116139425,0.009312505,0.00011492651,0.00006304328,0.0000020078776,0.1160388,0.00008000778,0.0000384442,0.814577,0.05677409,0.0028715003],"study_design_scores_gemma":[0.00034322016,0.00001678039,0.07131158,0.00020246425,0.00009202344,8.8542845e-7,0.10341492,0.00019874159,0.0000084595595,0.25345537,0.5701908,0.0007647469],"about_ca_topic_score_codex":0.07723433,"about_ca_topic_score_gemma":0.2910801,"teacher_disagreement_score":0.912164,"about_ca_system_score_codex":0.00030823742,"about_ca_system_score_gemma":0.0004463287,"threshold_uncertainty_score":0.99980545},"labels":[],"label_agreement":null},{"id":"W4366463779","doi":"10.1371/journal.pone.0284774","title":"How children make sense of climate change: A descriptive qualitative study of eco-anxiety in parent-child dyads","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Sherbrooke; Université du Québec à Montréal; Centre Hospitalier Universitaire Sainte-Justine; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Bishop's University; Centre Hospitalier Universitaire de Sherbrooke","funders":"Fonds de Recherche du Québec - Santé; Fonds de Recherche du Québec-Société et Culture","keywords":"Thematic analysis; Psychology; Mental health; Anxiety; Developmental psychology; Qualitative research; Coping (psychology); Content analysis; Perception; Apprehension; Qualitative property; Clinical psychology; Psychiatry","score_opus":0.5688505180315532,"score_gpt":0.4395915977451169,"score_spread":0.12925892028643626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366463779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99379665,0.000055655328,4.2795844e-7,0.0024413392,0.000028845172,0.00094318617,0.0001592384,0.000062439496,0.0025122059],"genre_scores_gemma":[0.99056804,0.008944928,0.0000562021,0.000038742626,0.00006006804,0.000121459285,0.00008719027,0.000012522127,0.00011081725],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978845,0.0009664059,0.0002664153,0.00018669596,0.00045005203,0.000245941],"domain_scores_gemma":[0.9991167,0.0001591361,0.00020914362,0.00029482495,0.00016466682,0.000055505538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011506793,0.000099548146,0.0002984705,0.0002043025,0.00016999299,0.000025208241,0.0001937,0.000073059855,0.0000780696],"category_scores_gemma":[0.00023184394,0.00009431419,0.000049983668,0.0008200802,0.0001529509,0.00014300873,0.0001389668,0.0001421141,0.00002190212],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004657967,0.0021155968,0.07872241,0.000047343055,0.000067354355,6.074209e-7,0.9158362,4.2018237e-7,0.00039413007,0.00037638118,0.00001646053,0.0023764833],"study_design_scores_gemma":[0.00064817857,0.00018244174,0.25280565,0.00020796279,0.000050067953,9.8007035e-8,0.745645,0.00004769789,0.00010842745,0.00015068045,0.00003395906,0.000119819284],"about_ca_topic_score_codex":0.0032021704,"about_ca_topic_score_gemma":0.035974585,"teacher_disagreement_score":0.17408325,"about_ca_system_score_codex":0.00007725695,"about_ca_system_score_gemma":0.00001599133,"threshold_uncertainty_score":0.9816164},"labels":[],"label_agreement":null},{"id":"W4366984142","doi":"10.1186/s12889-023-15674-z","title":"Pregnancy intentions of young women in Canada in the era of climate change: a qualitative auto-photography study","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; Providence Health Care Research Institute; Providence Health Care; University of British Columbia; University of British Columbia Hospital","funders":"Michael Smith Health Research BC","keywords":"Thematic analysis; Climate change; Qualitative research; Anxiety; Photo elicitation; Medicine; Grief; Biostatistics; Public health; Psychiatry; Sociology; Social science; Nursing","score_opus":0.510569545569682,"score_gpt":0.5077799284865747,"score_spread":0.002789617083107321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366984142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98657346,0.00011601421,0.0000034592672,0.008797671,0.00010131053,0.0010811709,0.00007964666,0.00002016678,0.0032271317],"genre_scores_gemma":[0.9953139,0.003921971,0.000017794695,0.00016206961,0.000011067097,0.00052910944,0.000026759672,0.0000045004194,0.000012836115],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9957272,0.0028202417,0.00045174136,0.000119986864,0.00042834893,0.00045247283],"domain_scores_gemma":[0.99896044,0.00038940052,0.00020620752,0.0002574639,0.0000997548,0.00008674787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007290406,0.000057825502,0.00019319779,0.00026952603,0.0001757181,0.000019169594,0.000347522,0.000025214988,0.000084619125],"category_scores_gemma":[0.00037730255,0.00004925445,0.000030461142,0.0025897485,0.00008535599,0.00014317743,0.00006145589,0.0001561967,0.0000018461067],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002811492,0.00016206928,0.25717127,0.000058188773,0.0000022001175,2.2663943e-7,0.73462695,2.685507e-7,8.7412894e-7,0.0013932111,0.00004360484,0.006538324],"study_design_scores_gemma":[0.00014875406,0.00003553287,0.4812474,0.000063395855,3.8981207e-7,3.749542e-8,0.51804173,0.000032886877,1.852842e-8,0.000102950304,0.00030250894,0.000024427103],"about_ca_topic_score_codex":0.95529324,"about_ca_topic_score_gemma":0.99889475,"teacher_disagreement_score":0.2240761,"about_ca_system_score_codex":0.0006510208,"about_ca_system_score_gemma":0.00192375,"threshold_uncertainty_score":0.341265},"labels":[],"label_agreement":null},{"id":"W4367331575","doi":"10.1007/978-3-031-24271-7_4","title":"The BIAS FREE Framework: A Tool for Science/Technology and Society Education to Increase Science and Risk Literacy","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Premise; Scientific literacy; Literacy; Risk society; Engineering ethics; Technology and society; Narrative; Risk governance; Science, technology, society and environment education; Political science; Science education; Sociology; Corporate governance; Public relations; Pedagogy; Social science; Engineering; Epistemology; Business","score_opus":0.2442610031959487,"score_gpt":0.44717142602347426,"score_spread":0.20291042282752556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367331575","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044723373,0.0013268975,0.00087502616,0.065974906,0.0017028332,0.0040496653,0.00024850422,0.000642223,0.88045657],"genre_scores_gemma":[0.04760198,0.16761467,0.03427123,0.004493599,0.001161358,0.0007481837,0.00004108705,0.00009873968,0.74396914],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984285,0.000027514701,0.00021185557,0.00045645415,0.0005364939,0.00033914697],"domain_scores_gemma":[0.99703217,0.0008854139,0.00015849409,0.00074164406,0.001006233,0.00017603833],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0047069164,0.00014404007,0.00014091724,0.0005248269,0.005424898,0.00089459383,0.0010740142,0.00026043583,0.000077777164],"category_scores_gemma":[0.005670024,0.00011249101,0.000048588357,0.0009439146,0.004952498,0.0003254523,0.0008366244,0.0002921139,0.000030511088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041426892,0.000005772569,0.00012427084,0.000007817461,0.0000033925326,1.921753e-8,0.008947519,2.8393316e-8,0.000019186882,0.75849,0.0026714772,0.22972637],"study_design_scores_gemma":[0.00007220161,0.00003840478,0.0011639644,0.00011500437,0.00002363327,8.606459e-7,0.006359277,0.00009200003,0.0000034062043,0.33775082,0.65418357,0.00019683118],"about_ca_topic_score_codex":0.00095196033,"about_ca_topic_score_gemma":0.0020563055,"teacher_disagreement_score":0.6515121,"about_ca_system_score_codex":0.0002588823,"about_ca_system_score_gemma":0.001148953,"threshold_uncertainty_score":0.99775547},"labels":[],"label_agreement":null},{"id":"W4367336432","doi":"10.1007/978-3-031-24271-7_12","title":"Narratives and the Water Fluoridation Controversy","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Water fluoridation; Narrative; Normative; Opposition (politics); Public opinion; Political science; Public relations; Psychology; Sociology; Medicine; Media studies; Law; Fluoride; Art; Politics; Literature; Chemistry","score_opus":0.4035710885415542,"score_gpt":0.4138594041722337,"score_spread":0.010288315630679501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367336432","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003743185,0.0000590187,0.000012723356,0.038183726,0.00021789614,0.0002748696,0.0000074478917,0.000084521555,0.96112233],"genre_scores_gemma":[0.0022304936,0.015348984,0.000012216179,0.0004788123,0.00024846868,0.000013799698,0.000112833884,0.000012625,0.98154175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944025,0.00008700331,0.00011239051,0.00010599723,0.00016228565,0.00009209308],"domain_scores_gemma":[0.9994826,0.00020789531,0.000045190387,0.00016815073,0.0000663995,0.000029777922],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006179187,0.000080734804,0.000119709526,0.00003742684,0.00054044585,0.000097229524,0.00013241163,0.00013121427,0.0053763133],"category_scores_gemma":[0.00003223156,0.000038215578,0.000049005943,0.000010632626,0.00056094455,0.00007174823,0.000070026625,0.00011884083,0.00080735824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015610301,9.405576e-7,0.0000011180965,0.000003014007,0.000011978385,1.1734346e-7,0.05940818,3.987567e-8,0.000012235995,0.9308957,0.0039719543,0.0056791445],"study_design_scores_gemma":[0.0002714159,0.0000047131903,0.000010933113,0.000015297097,0.000010777671,1.2478941e-7,0.009995619,0.0000065069225,0.0000014241193,0.092964396,0.8966419,0.0000768799],"about_ca_topic_score_codex":0.0003543481,"about_ca_topic_score_gemma":0.006027154,"teacher_disagreement_score":0.89267,"about_ca_system_score_codex":0.000033620076,"about_ca_system_score_gemma":0.000014710015,"threshold_uncertainty_score":0.9999706},"labels":[],"label_agreement":null},{"id":"W4367676198","doi":"10.1093/pnasnexus/pgad100","title":"Reasoning about climate change","year":2023,"lang":"en","type":"article","venue":"PNAS Nexus","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"Agence Nationale de la Recherche; William and Flora Hewlett Foundation; John Templeton Foundation","keywords":"Motivated reasoning; Popularity; Analytic reasoning; Climate change; Scientific consensus; Coherence (philosophical gambling strategy); Cognition; Psychology; Social psychology; Confirmation bias; Cognitive psychology; Global warming; Deductive reasoning; Epistemology; Political science; Computer science; Artificial intelligence; Politics; Law; Ecology; Mathematics","score_opus":0.6186908678453253,"score_gpt":0.497760391644645,"score_spread":0.12093047620068037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367676198","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1813412,0.0004973772,0.000010316042,0.013923608,0.0009869451,0.00035417025,0.000026978545,0.0011315685,0.80172783],"genre_scores_gemma":[0.96750575,0.02670743,0.000097691045,0.0010981064,0.00097585615,0.00012191412,0.00010827481,0.000020170877,0.0033647837],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918187,0.0001310396,0.00009434171,0.000114487666,0.00017623886,0.0003020223],"domain_scores_gemma":[0.99953663,0.00008425758,0.0000421511,0.00021428494,0.000041319585,0.00008136384],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065690494,0.00005500444,0.000071901675,0.000073854375,0.00065509765,0.000076679804,0.00020563505,0.0000618893,0.0009940856],"category_scores_gemma":[0.0001398127,0.000058328882,0.000038863524,0.0004779808,0.00007877565,0.00016546044,0.00008846146,0.00007851009,0.002826417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002014391,0.000060104645,0.019443102,0.00004627761,0.00001041581,0.000011082575,0.36689758,0.000004420221,0.00036659752,0.16914153,0.014042773,0.42995596],"study_design_scores_gemma":[0.00018076178,0.000015186051,0.09254234,0.00007957883,0.000007958771,7.173332e-7,0.022301571,0.0006998536,0.0000068320323,0.0019560049,0.8820263,0.00018286049],"about_ca_topic_score_codex":0.001155961,"about_ca_topic_score_gemma":0.0033695786,"teacher_disagreement_score":0.8679836,"about_ca_system_score_codex":0.000052853346,"about_ca_system_score_gemma":0.000013772479,"threshold_uncertainty_score":0.9999191},"labels":[],"label_agreement":null},{"id":"W4367677726","doi":"10.1080/00107514.2023.2203674","title":"Discovering the nature of light: the science and the story <b>Discovering the nature of light: the science and the story</b> , by Norval Fortson, Seattle, USA, University of Washington, 2022, 220 pp., 68 USD (hardback), ISBN: 978-981-124-959-4. Scope: general interest. Level: general readership","year":2022,"lang":"en","type":"article","venue":"Contemporary Physics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Engineering physics; Physics","score_opus":0.14504550184158474,"score_gpt":0.3239793416939949,"score_spread":0.17893383985241015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367677726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9175047,0.013060834,0.00003740872,0.062431224,0.0006918067,0.0012020173,0.00021204779,0.00002085567,0.004839066],"genre_scores_gemma":[0.9952595,0.0024306555,0.000014331831,0.0010060547,0.00021607798,0.000016167849,0.00001107782,0.000017758977,0.0010283702],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9958005,0.0016630078,0.00029727683,0.00043367967,0.0014379196,0.00036763016],"domain_scores_gemma":[0.9968331,0.0008878468,0.0006054605,0.0011752949,0.0004219485,0.00007633437],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008533636,0.00024050233,0.00033632823,0.00005330645,0.0063661775,0.0002667747,0.0036086594,0.000106935615,0.00003831193],"category_scores_gemma":[0.00038992206,0.00011221182,0.0001481751,0.0013585645,0.012360779,0.0010059001,0.0018204318,0.0016567004,9.861521e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012001774,0.00026815938,0.0036123204,0.00016360379,0.00022470982,0.0000028672334,0.60416013,0.0003718121,0.059535757,0.25296172,0.07035363,0.0071451035],"study_design_scores_gemma":[0.00413136,0.00026477964,0.018564008,0.00032988508,0.00028485528,0.00001182019,0.555689,0.0045724795,0.009518933,0.002990948,0.40273672,0.0009052716],"about_ca_topic_score_codex":0.0021126005,"about_ca_topic_score_gemma":0.0017906202,"teacher_disagreement_score":0.3323831,"about_ca_system_score_codex":0.00022189363,"about_ca_system_score_gemma":0.0009654318,"threshold_uncertainty_score":0.9949274},"labels":[],"label_agreement":null},{"id":"W4376114158","doi":"10.31234/osf.io/8qxhn","title":"Internet Search Output Propagates Climate Change Sentiment","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Climate change; The Internet; Sample (material); Psychological intervention; Action (physics); Climate state; Political science; Business; Geography; Psychology; Effects of global warming; Global warming; Computer science; Ecology; World Wide Web","score_opus":0.7978464662747123,"score_gpt":0.5089643022369276,"score_spread":0.28888216403778477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376114158","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20181724,0.0008628116,0.0003520879,0.12311801,0.00710198,0.0064863614,0.00039613733,0.004184479,0.6556809],"genre_scores_gemma":[0.8426807,0.0731766,0.00056442624,0.00096494146,0.00164721,0.0008684686,0.0011909162,0.00008405081,0.078822665],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789685,0.00045765328,0.0002786059,0.00040107258,0.0005006847,0.00046510802],"domain_scores_gemma":[0.99890065,0.000094125964,0.00010459493,0.0005870895,0.00016643177,0.00014709722],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016149612,0.00018354571,0.00022433623,0.00018839065,0.00031257654,0.00033921376,0.0007618588,0.0002998413,0.0035775986],"category_scores_gemma":[0.000050472536,0.0001759036,0.0001375183,0.00017568535,0.00019613055,0.00009855306,0.0022647092,0.000472853,0.0042883824],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006711554,0.0005378717,0.034453336,0.0011797578,0.00015843239,0.000019510202,0.6580847,0.000026120015,0.0000845736,0.04897111,0.04921435,0.2072031],"study_design_scores_gemma":[0.0010803306,0.00018666325,0.085453674,0.0030566768,0.00020038172,0.000002612272,0.16294251,0.014203902,0.00030287178,0.009947253,0.7195352,0.0030879707],"about_ca_topic_score_codex":0.016254667,"about_ca_topic_score_gemma":0.016474858,"teacher_disagreement_score":0.6703208,"about_ca_system_score_codex":0.00027545477,"about_ca_system_score_gemma":0.000068549816,"threshold_uncertainty_score":0.9973333},"labels":[],"label_agreement":null},{"id":"W4377012569","doi":"10.1080/13623699.2023.2211698","title":"PEGASUS McGill courses: a model for educating on current threats to health in the Anthropocene","year":2023,"lang":"en","type":"article","venue":"Medicine Conflict & Survival","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Wilfrid Laurier University; Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Anthropocene; Geography; Archaeology; Environmental ethics; Philosophy","score_opus":0.7692704199708527,"score_gpt":0.5990930571597728,"score_spread":0.17017736281107987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377012569","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11007411,0.0012295633,0.0007294274,0.82606435,0.0032341823,0.002919427,0.00018367202,0.00027682012,0.055288464],"genre_scores_gemma":[0.96582806,0.021287113,0.000085495776,0.010128307,0.0010835074,0.00035125905,0.00024357114,0.000029372339,0.00096330425],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844074,0.0003350055,0.00026297843,0.00020714384,0.0003775509,0.0003765536],"domain_scores_gemma":[0.9986308,0.0007203411,0.00008299926,0.00032412747,0.00010470375,0.00013700582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032905906,0.00010866898,0.00022211658,0.00015291636,0.000733611,0.000018970628,0.00038432347,0.000034689772,0.00009966618],"category_scores_gemma":[0.00060087524,0.000078436475,0.000041014948,0.00062016695,0.00015264828,0.000040404368,0.000037714897,0.00015734669,0.000049510447],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089177345,0.00029224646,0.0014863686,0.00009326425,0.000006857447,7.2539984e-7,0.4491356,0.00025468564,0.00003662192,0.044796385,0.05062914,0.4531789],"study_design_scores_gemma":[0.0010883741,0.00036157045,0.010413438,0.00050053827,0.000012214199,5.7714067e-7,0.12924,0.010469489,0.0000012438329,0.0013270534,0.84636253,0.00022293815],"about_ca_topic_score_codex":0.002813237,"about_ca_topic_score_gemma":0.010373525,"teacher_disagreement_score":0.85575396,"about_ca_system_score_codex":0.00016630255,"about_ca_system_score_gemma":0.00017448135,"threshold_uncertainty_score":0.5788671},"labels":[],"label_agreement":null},{"id":"W4378070880","doi":"10.31542/cb.v5i1.2518","title":"The Lorax Effect","year":2023,"lang":"en","type":"article","venue":"Crossing Borders Student Reflections on Global Social Issues","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Ideology; Politics; Context (archaeology); Ordinary least squares; Globe; Representation (politics); Survey data collection; Social psychology; Psychology; Geography; Political science; Socioeconomics; Sociology; Statistics; Econometrics; Economics; Mathematics","score_opus":0.3309911900293723,"score_gpt":0.6065140693394567,"score_spread":0.27552287931008446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378070880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57339716,0.0004628722,0.000024108673,0.0446951,0.0022249988,0.0005877359,0.000020286867,0.0012758248,0.37731194],"genre_scores_gemma":[0.98774594,0.0027577132,0.000017047498,0.00034760375,0.0007736966,0.00008066998,0.000025460275,0.000014030943,0.008237828],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99818546,0.00050152297,0.00017384559,0.00020219566,0.0005136608,0.00042332683],"domain_scores_gemma":[0.99933857,0.0001745531,0.000076839264,0.00021756151,0.00012277943,0.00006968572],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001047014,0.00012649466,0.00013255456,0.000047111713,0.020670725,0.0018801108,0.00042904535,0.00012166258,0.000089970985],"category_scores_gemma":[0.00024368319,0.00010366763,0.00012488027,0.001417486,0.0011313815,0.00011192105,0.00009809164,0.00016457566,0.00053045433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018864528,0.00037114983,0.022165397,0.000022597462,0.00017968626,0.00000610599,0.31881633,0.000068448346,0.00031344156,0.124248795,0.14835137,0.38526803],"study_design_scores_gemma":[0.00019461781,0.00006592795,0.044443097,0.000014494225,0.000014545701,1.7681774e-7,0.04218583,0.0000060834295,0.000005605008,0.0019049017,0.9110364,0.00012833255],"about_ca_topic_score_codex":0.006066297,"about_ca_topic_score_gemma":0.02989986,"teacher_disagreement_score":0.762685,"about_ca_system_score_codex":0.0005626357,"about_ca_system_score_gemma":0.00010207384,"threshold_uncertainty_score":0.99915606},"labels":[],"label_agreement":null},{"id":"W4378213717","doi":"10.32920/23159675.v1","title":"A Portrait of Artificial Intelligence (AI): A Trend Analysis of the Visual Representation of AI in Media","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Narrative; Citizen journalism; Social media; Participatory culture; Portrait; Cybernetics; New media; Representation (politics); Sociology; Artificial intelligence; Cognitive science; Psychology; Computer science; Media studies; Political science; Visual arts; Art; World Wide Web; Politics; Literature","score_opus":0.6011874892312157,"score_gpt":0.5484736941626502,"score_spread":0.05271379506856544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378213717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98643535,0.000037951027,0.0013498352,0.0049575437,0.00037301233,0.0004207836,0.00014695707,0.000031986576,0.0062465784],"genre_scores_gemma":[0.9985615,0.00094631093,0.00008322507,0.000037004058,0.00003218721,0.000017142962,0.0001818831,0.000005017424,0.00013573308],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99809253,0.00044004925,0.00073084346,0.0001865229,0.00045242626,0.00009761136],"domain_scores_gemma":[0.998496,0.0003782391,0.00048084467,0.00044694293,0.00017186954,0.000026108357],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010158778,0.00007738066,0.0003688323,0.0005422692,0.000043904784,0.000014682395,0.0004826785,0.00017490839,0.0010785516],"category_scores_gemma":[0.0005239469,0.000064561726,0.00028878753,0.0023804868,0.00035672996,0.00004548003,0.00032482008,0.00022284887,0.0000022822037],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014561866,0.00090642634,0.17048535,0.00025092514,0.0006983496,8.5392526e-7,0.6007131,0.0070758197,0.005502316,0.065213054,0.00036338993,0.14864479],"study_design_scores_gemma":[0.000082302984,0.00003050233,0.774042,0.0002889136,0.0008074092,6.0172546e-8,0.14885373,0.035542212,0.0028882984,0.037071973,0.00012155079,0.00027103638],"about_ca_topic_score_codex":0.03627723,"about_ca_topic_score_gemma":0.49781653,"teacher_disagreement_score":0.60355663,"about_ca_system_score_codex":0.000053943313,"about_ca_system_score_gemma":0.00015633041,"threshold_uncertainty_score":0.9998346},"labels":[],"label_agreement":null},{"id":"W4378214059","doi":"10.32920/23159675","title":"A Portrait of Artificial Intelligence (AI): A Trend Analysis of the Visual Representation of AI in Media","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Narrative; Citizen journalism; Social media; Participatory culture; Portrait; Cybernetics; New media; Sociology; Artificial intelligence; Computer science; Media studies; Visual arts; Art; World Wide Web; Literature","score_opus":0.6011874892312157,"score_gpt":0.5484736941626502,"score_spread":0.05271379506856544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378214059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98643535,0.000037951027,0.0013498352,0.0049575437,0.00037301233,0.0004207836,0.00014695707,0.000031986576,0.0062465784],"genre_scores_gemma":[0.9985615,0.00094631093,0.00008322507,0.000037004058,0.00003218721,0.000017142962,0.0001818831,0.000005017424,0.00013573308],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99809253,0.00044004925,0.00073084346,0.0001865229,0.00045242626,0.00009761136],"domain_scores_gemma":[0.998496,0.0003782391,0.00048084467,0.00044694293,0.00017186954,0.000026108357],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010158778,0.00007738066,0.0003688323,0.0005422692,0.000043904784,0.000014682395,0.0004826785,0.00017490839,0.0010785516],"category_scores_gemma":[0.0005239469,0.000064561726,0.00028878753,0.0023804868,0.00035672996,0.00004548003,0.00032482008,0.00022284887,0.0000022822037],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014561866,0.00090642634,0.17048535,0.00025092514,0.0006983496,8.5392526e-7,0.6007131,0.0070758197,0.005502316,0.065213054,0.00036338993,0.14864479],"study_design_scores_gemma":[0.000082302984,0.00003050233,0.774042,0.0002889136,0.0008074092,6.0172546e-8,0.14885373,0.035542212,0.0028882984,0.037071973,0.00012155079,0.00027103638],"about_ca_topic_score_codex":0.03627723,"about_ca_topic_score_gemma":0.49781653,"teacher_disagreement_score":0.60355663,"about_ca_system_score_codex":0.000053943313,"about_ca_system_score_gemma":0.00015633041,"threshold_uncertainty_score":0.9998346},"labels":[],"label_agreement":null},{"id":"W4378214507","doi":"10.31219/osf.io/vfbq4","title":"Misperceptions of Support for Climate Policy Represent Multiple Phenomena Predicted by Different Factors Across Intergroup Boundaries","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Society for Personality and Social Psychology; Princeton University; York University; Yale University","keywords":"Ignorance; Independence (probability theory); Climate change; Social psychology; Preference; Positive economics; Psychology; Political science; Economics; Ecology; Mathematics; Microeconomics; Law","score_opus":0.4380718812291788,"score_gpt":0.4963822583812707,"score_spread":0.05831037715209192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378214507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9438581,0.000054810018,0.0025861957,0.008248571,0.0021124016,0.0030013446,0.027839199,0.0009782446,0.011321147],"genre_scores_gemma":[0.9686216,0.007526422,0.00017081,0.00010074848,0.00044862466,0.0005036501,0.012126725,0.000061426916,0.010440003],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732256,0.0002540779,0.0007632305,0.0005414964,0.00045322685,0.0006653837],"domain_scores_gemma":[0.9975891,0.00049930596,0.00042411222,0.0009485451,0.00032402072,0.00021492559],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00066848454,0.0003232099,0.0005403852,0.00017900908,0.0013522364,0.00048493035,0.0009209849,0.00042847774,0.0016802289],"category_scores_gemma":[0.00079742854,0.0002955895,0.00038805214,0.000233058,0.0010970152,0.00012395994,0.0014789706,0.0003458431,0.000023889348],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027415116,0.0012675485,0.12953812,0.0014617689,0.0003843906,3.959307e-7,0.7747678,0.00004483159,0.003316969,0.0076811095,0.07402651,0.0072364016],"study_design_scores_gemma":[0.001834595,0.0002854055,0.16783094,0.00043223513,0.00015593345,3.650928e-7,0.28144053,0.0019318567,0.00035573437,0.0050559305,0.5393021,0.0013743369],"about_ca_topic_score_codex":0.025210578,"about_ca_topic_score_gemma":0.05776038,"teacher_disagreement_score":0.4933273,"about_ca_system_score_codex":0.00053697254,"about_ca_system_score_gemma":0.0002643083,"threshold_uncertainty_score":0.99994963},"labels":[],"label_agreement":null},{"id":"W4378895586","doi":"10.1016/j.envsci.2023.05.017","title":"Denial and discretion as a governance process: How actor perceptions of risk and responsibility hinder adaptation to climate change","year":2023,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Killam Trusts","keywords":"Discretion; Corporate governance; Public relations; Denial; Political science; Politics; Adaptation (eye); Sociology; Psychology; Business; Law","score_opus":0.15025069996209017,"score_gpt":0.4187990106832585,"score_spread":0.2685483107211683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378895586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99251807,0.000022444987,0.000025497895,0.00645558,0.00003769835,0.0003348488,0.00014742045,0.000034885637,0.00042353725],"genre_scores_gemma":[0.9916268,0.007870785,0.00011688764,0.00013316635,0.00009527817,0.00004596672,0.000011786807,0.0000056036947,0.00009374576],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99877393,0.00014420526,0.00011031364,0.00027075902,0.0004355459,0.00026523173],"domain_scores_gemma":[0.99945784,0.000072711024,0.00009934846,0.00017939579,0.000013229401,0.00017748591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009398937,0.00007917389,0.00008513271,0.00012745943,0.00089108094,0.00008150548,0.00018204667,0.000047416685,0.0001583365],"category_scores_gemma":[0.00041522383,0.00007790491,0.000020644733,0.0006530787,0.0011545034,0.0006669429,0.00014400492,0.00007126943,0.00005084463],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009267823,0.000099740755,0.109675154,0.000019780859,0.0000022097104,4.115659e-7,0.63812536,0.000013977167,0.030980116,0.0034426427,0.000016304206,0.21753162],"study_design_scores_gemma":[0.000114476316,0.00005226951,0.9386968,0.000017727645,0.000005018601,7.454559e-7,0.05929284,0.00039279918,0.00007713565,0.00060557475,0.0006514737,0.000093151735],"about_ca_topic_score_codex":0.002726853,"about_ca_topic_score_gemma":0.0034353526,"teacher_disagreement_score":0.82902163,"about_ca_system_score_codex":0.00024220656,"about_ca_system_score_gemma":0.000054228123,"threshold_uncertainty_score":0.6853564},"labels":[],"label_agreement":null},{"id":"W4379010354","doi":"10.3389/frsus.2023.1155897","title":"“Beyond being analysts of doom”: scientists on the frontlines of climate action","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Civil disobedience; Plea; Action (physics); Variety (cybernetics); Direct action; Political science; Environmental ethics; Sociology; Engineering ethics; Public relations; Law; Politics; Engineering","score_opus":0.19106701522719072,"score_gpt":0.4462270998961556,"score_spread":0.2551600846689649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379010354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838194,0.000043821008,0.0001216661,0.003837365,0.0005458692,0.00039314086,0.000013492416,0.00004165269,0.011183575],"genre_scores_gemma":[0.9979644,0.0013890379,0.00014354302,0.000029978753,0.00003649616,0.000023847793,0.000017544218,0.000005083767,0.00039007078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836594,0.00058933167,0.0003037202,0.0001721005,0.00031653073,0.00025237168],"domain_scores_gemma":[0.9988186,0.00024317352,0.00015998847,0.0004353796,0.00030762775,0.000035273875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034831509,0.00006954632,0.00018078726,0.00025882886,0.00032474377,0.00002170691,0.00032945708,0.00007598786,0.000083868676],"category_scores_gemma":[0.0014049598,0.000057451638,0.00008417351,0.0012873943,0.0004941701,0.00013526673,0.00009232211,0.00011599507,0.0000034067389],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011840412,0.000157518,0.87602276,0.0002595327,0.000013369506,9.687718e-7,0.05789141,0.00017955717,0.00008782424,0.018816335,0.0030491087,0.04340322],"study_design_scores_gemma":[0.00029641352,0.00004626544,0.60059845,0.0000544562,0.000018204386,6.897808e-8,0.3003523,0.001644228,0.00016885085,0.08194293,0.014735838,0.00014200581],"about_ca_topic_score_codex":0.0011551537,"about_ca_topic_score_gemma":0.0020501052,"teacher_disagreement_score":0.27542433,"about_ca_system_score_codex":0.000418464,"about_ca_system_score_gemma":0.00010538855,"threshold_uncertainty_score":0.24976994},"labels":[],"label_agreement":null},{"id":"W4379137795","doi":"10.1007/978-3-319-69909-7_3023-2","title":"Tipping Points","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tipping point (physics); Engineering","score_opus":0.6296029975284023,"score_gpt":0.45885388224282936,"score_spread":0.17074911528557296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379137795","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000043289083,0.0001437402,0.000005221663,0.006368727,0.00026095437,0.00011706252,0.000011831505,0.0001151188,0.992973],"genre_scores_gemma":[0.00025159714,0.015163846,0.000074934345,0.0010460522,0.00022671881,0.0000069049606,0.00011956869,0.000015349318,0.98309505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999391,0.000043535983,0.00010699517,0.00011397722,0.00024729656,0.000097171884],"domain_scores_gemma":[0.99954367,0.00006312228,0.00006590846,0.00024360379,0.000034459077,0.000049240116],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003453505,0.000071557035,0.000090900285,0.000066241046,0.0005808272,0.00003546283,0.0002641743,0.000109282,0.42522997],"category_scores_gemma":[0.000021263346,0.000079999925,0.000071128896,0.000017985596,0.00008611835,0.000055734283,0.00013511594,0.00020345859,0.0013727378],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010734962,0.0000028705085,0.0000033772344,0.0000027604442,0.0000041693443,5.254552e-7,0.0047732624,4.4581835e-8,0.0000011663667,0.9624566,0.012583739,0.02017044],"study_design_scores_gemma":[0.00002710287,0.0000046443483,0.000008069261,0.0000118880125,0.0000053137082,2.478234e-7,0.0011168753,0.0000012576005,5.4107485e-8,0.01469861,0.9840262,0.00009974336],"about_ca_topic_score_codex":0.00060671027,"about_ca_topic_score_gemma":0.004450967,"teacher_disagreement_score":0.97144246,"about_ca_system_score_codex":0.00019566996,"about_ca_system_score_gemma":0.00005280127,"threshold_uncertainty_score":0.9994048},"labels":[],"label_agreement":null},{"id":"W4379389065","doi":"10.1038/d41586-023-01855-8","title":"Scientific utopias: tackling an early-morning crisis at the Institute of Merged Sciences","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Competition (biology); Sociology; Media studies; Political science; Biology","score_opus":0.33797016455892087,"score_gpt":0.47821289393315447,"score_spread":0.1402427293742336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379389065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97903186,0.00032457072,0.0000017962675,0.0077724787,0.0011184731,0.000103454535,0.000010608492,0.00009321111,0.011543553],"genre_scores_gemma":[0.9959831,0.00047421758,0.000090064765,0.00025912552,0.00012099559,0.0000061061733,0.000036858404,0.0000040877712,0.003025415],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988901,0.00017475625,0.00011565855,0.00017756599,0.00046408866,0.00017782852],"domain_scores_gemma":[0.9993781,0.00007636536,0.00007742303,0.00028254956,0.00013988951,0.000045682213],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020065198,0.000052804007,0.00007154152,0.00012247638,0.0027293554,0.0001764204,0.00057492236,0.0002533842,0.00034600578],"category_scores_gemma":[0.00029633113,0.000038624432,0.00004618068,0.0015217134,0.0007801768,0.0003551649,0.00013269005,0.0004315693,0.00009400427],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004598639,0.00015822475,0.05516201,0.00007957496,0.000040805746,0.0000044091425,0.65756303,0.0010763437,0.048215143,0.11609679,0.073312216,0.048245497],"study_design_scores_gemma":[0.00022229036,0.000045702454,0.060070653,0.00008105469,0.000024246438,6.5429646e-7,0.066284284,0.0008431399,0.001072546,0.0025347972,0.86855614,0.00026451534],"about_ca_topic_score_codex":0.0005482765,"about_ca_topic_score_gemma":0.010628347,"teacher_disagreement_score":0.7952439,"about_ca_system_score_codex":0.00004753737,"about_ca_system_score_gemma":0.00007325614,"threshold_uncertainty_score":0.99856895},"labels":[],"label_agreement":null},{"id":"W4379618325","doi":"10.1016/j.socscimed.2023.116008","title":"Measuring negative emotional responses to climate change among young people in survey research: A systematic review","year":2023,"lang":"en","type":"review","venue":"Social Science & Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Athabasca University; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Athabasca University","keywords":"Psychology; Climate change; Social psychology; Ecology","score_opus":0.8793080845583573,"score_gpt":0.6036238252691353,"score_spread":0.275684259289222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379618325","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002506562,0.9792595,0.0000015527728,0.0036346184,0.0006724841,0.0074584936,0.00010110798,0.00014094079,0.008480672],"genre_scores_gemma":[0.0010300912,0.9957042,0.000002520107,0.00023246059,0.0006891072,0.0017942549,0.00008311358,0.00003556112,0.00042871825],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9831134,0.010646796,0.0011928356,0.0007025381,0.0032173481,0.0011270478],"domain_scores_gemma":[0.9936707,0.003783875,0.0005485573,0.0005488165,0.0009808851,0.0004671816],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.07898172,0.00031087353,0.002155623,0.0015310046,0.0027850827,0.00015217101,0.0019566605,0.0002385832,0.00024110604],"category_scores_gemma":[0.054372545,0.00025076352,0.00018752679,0.014532958,0.0024175344,0.00040670513,0.0004874941,0.0007775546,0.00033903331],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014251815,0.0000756481,0.0016087246,0.57407856,0.000023795728,0.000012279965,0.38897648,2.410635e-8,3.7010344e-7,0.0019583693,0.0015151439,0.031736348],"study_design_scores_gemma":[0.00013796755,0.00005397474,0.019686496,0.9405441,0.0001860251,0.0000032090927,0.024327759,0.0000022997126,6.9833463e-9,0.00017461373,0.014445468,0.00043805438],"about_ca_topic_score_codex":0.031501945,"about_ca_topic_score_gemma":0.17521025,"teacher_disagreement_score":0.36646554,"about_ca_system_score_codex":0.0023558636,"about_ca_system_score_gemma":0.0012485362,"threshold_uncertainty_score":0.99999446},"labels":[],"label_agreement":null},{"id":"W4379798485","doi":"10.1177/20563051231177897","title":"Alarmism and Accountability in Climate Communication During Extreme Events","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Ivey Foundation; J.W. McConnell Family Foundation","keywords":"Accountability; Damages; Climate change; Context (archaeology); Denial; Political science; Attribution; Risk communication; Public relations; Social psychology; Psychology; Business; History; Law; Risk analysis (engineering)","score_opus":0.4727883964416439,"score_gpt":0.45333204775447555,"score_spread":0.019456348687168334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379798485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98998857,0.00016909975,6.3544104e-7,0.0058302134,0.00020015839,0.00021609798,0.000024164576,0.00018405751,0.0033870179],"genre_scores_gemma":[0.96740556,0.031978454,0.00006451026,0.00012709972,0.00018560098,0.000058260513,0.00010189665,0.000011746135,0.00006686649],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.998566,0.0004111394,0.00021472116,0.00017736481,0.00029366047,0.00033712652],"domain_scores_gemma":[0.9991839,0.00037717566,0.00008188627,0.0002198852,0.00006581784,0.000071315626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018748883,0.00008846303,0.00014431281,0.000039124538,0.0012598668,0.000047725905,0.00026591137,0.0001940388,0.00020005662],"category_scores_gemma":[0.00024938074,0.00010379289,0.00009117189,0.0005573425,0.0003351938,0.00024337962,0.00023360706,0.0002431975,0.000058362028],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000105867975,0.000046141155,0.028459692,0.000037859703,0.000006080267,1.9736507e-7,0.96215546,2.94151e-7,0.00041307384,0.001046756,0.000604444,0.007219395],"study_design_scores_gemma":[0.00053787464,0.0000023816121,0.5712609,0.000037265014,0.0000082003235,1.4141054e-7,0.41870528,0.000070525355,0.000006424244,0.0040891296,0.0051182406,0.00016362828],"about_ca_topic_score_codex":0.0005268225,"about_ca_topic_score_gemma":0.043276522,"teacher_disagreement_score":0.5434502,"about_ca_system_score_codex":0.0002910929,"about_ca_system_score_gemma":0.000041954645,"threshold_uncertainty_score":0.9741812},"labels":[],"label_agreement":null},{"id":"W4379878533","doi":"10.1038/s41562-023-01635-4","title":"Collective action is needed to build a more just science system","year":2023,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"Te Pūnaha Matatini","keywords":"Collective action; Action (physics); Systems science; Duty; Call to action; Sociology; Psychology; Computer science; Knowledge management; Engineering ethics; Political science; Engineering; Business; Social science; Law; Politics","score_opus":0.46559080443546724,"score_gpt":0.537780872219569,"score_spread":0.07219006778410181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379878533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661172,0.000019779653,0.0000034841144,0.0059624324,0.0006249642,0.00045556715,0.000029497221,0.0004568986,0.02633017],"genre_scores_gemma":[0.9886015,0.000030855794,0.000041643303,0.0009337441,0.00023491535,0.00006704381,0.000028539373,0.000012992456,0.010048749],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99852264,0.00009526969,0.00013760042,0.00028836398,0.000632738,0.00032340552],"domain_scores_gemma":[0.9990162,0.000035746656,0.00006836146,0.00034758452,0.00035633767,0.00017574006],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008479891,0.00009964137,0.00011540189,0.00044869064,0.002553934,0.00020875341,0.0005417257,0.00025043578,0.00036796654],"category_scores_gemma":[0.00010817249,0.00010416734,0.000055898283,0.0026209531,0.00023543675,0.00022510083,0.00012975975,0.0003988273,0.00031581082],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005323725,0.0001815501,0.023301255,0.000063170795,0.000013926371,0.000012320873,0.71904445,0.000008455688,0.052354183,0.023312442,0.17652597,0.0051290365],"study_design_scores_gemma":[0.000463883,0.00008413849,0.4118079,0.00016165288,0.0000505849,0.000003849847,0.5346055,0.000080684214,0.0016661003,0.00013462466,0.05048068,0.00046042528],"about_ca_topic_score_codex":0.002164813,"about_ca_topic_score_gemma":0.00418021,"teacher_disagreement_score":0.38850665,"about_ca_system_score_codex":0.0013562234,"about_ca_system_score_gemma":0.00025637,"threshold_uncertainty_score":0.9987446},"labels":[],"label_agreement":null},{"id":"W4380050800","doi":"10.1177/20563051231177906","title":"On Being Anxious About Digital Carbon Emissions","year":2023,"lang":"en","type":"article","venue":"Social Media + Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"Canada Research Chairs","keywords":"Agency (philosophy); Public relations; Reflexivity; Environmental ethics; Sociology; Psychology; Political science; Internet privacy; Computer science; Social science","score_opus":0.2905028354160988,"score_gpt":0.43005035469373065,"score_spread":0.13954751927763187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380050800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8055942,0.00004252047,0.0000027708338,0.009234297,0.0008897128,0.00017176995,0.00003640068,0.0006052582,0.18342307],"genre_scores_gemma":[0.99396974,0.0027873344,0.000012999694,0.00046292233,0.0012031767,0.000030833824,0.00016331105,0.00001990419,0.0013497657],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998726,0.00011269432,0.00015168695,0.00017968804,0.000464016,0.00036592383],"domain_scores_gemma":[0.9989533,0.00060830655,0.00006354644,0.00015711747,0.00007386666,0.00014387866],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00047061036,0.00010235907,0.00013416173,0.000034318877,0.0014719708,0.00012857029,0.00026545988,0.00022520754,0.00028609292],"category_scores_gemma":[0.0006682132,0.00010775401,0.00021057387,0.0006340288,0.00031917426,0.000108434164,0.00009035928,0.00025477968,0.0002278202],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004123982,0.00004169609,0.000570299,0.000006751735,0.000013152949,9.571876e-7,0.9284586,6.228293e-7,0.00015415704,0.00992035,0.02903302,0.03179632],"study_design_scores_gemma":[0.00067214353,0.0000289702,0.009302857,0.000084820545,0.00002969639,2.5613932e-7,0.7168076,0.00025784524,0.000018029392,0.03652506,0.23574011,0.00053258735],"about_ca_topic_score_codex":0.00009330088,"about_ca_topic_score_gemma":0.0021231293,"teacher_disagreement_score":0.21165092,"about_ca_system_score_codex":0.00023698968,"about_ca_system_score_gemma":0.000102602215,"threshold_uncertainty_score":0.999828},"labels":[],"label_agreement":null},{"id":"W4380521248","doi":"10.6000/1929-4409.2020.09.43","title":"Climate Change Attitudes, Beliefs and Intentions Among Young Adults In an Institution of Higher Learning: Does Personality Matter?","year":2022,"lang":"en","type":"article","venue":"International Journal of Criminology and Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Personality; Psychology; Big Five personality traits; Social psychology; Climate change; Sample (material); Descriptive statistics; Institution; Demography; Social science; Sociology; Ecology","score_opus":0.30130875752965286,"score_gpt":0.4435272518044691,"score_spread":0.14221849427481625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380521248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921141,0.00043731427,0.000008232379,0.00588147,0.0006772926,0.000064399515,0.0000151464155,0.0000063580974,0.0007956351],"genre_scores_gemma":[0.99503845,0.004353844,0.0000387333,0.00033525212,0.00015629113,0.000013524358,0.00002218348,0.0000030514623,0.000038659546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986141,0.0007196034,0.00028093747,0.00010023865,0.00016849065,0.000116629155],"domain_scores_gemma":[0.9993105,0.00010685896,0.00028956373,0.000048414342,0.00019819528,0.000046480287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008157218,0.0000560394,0.0001496538,0.00019382872,0.00031710026,0.000012551124,0.00022032586,0.0000990929,0.00065644964],"category_scores_gemma":[0.00008094735,0.00005156629,0.000039457904,0.000018117347,0.00089422613,0.00025813855,0.0001422016,0.00036261964,8.1696e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013805964,0.0001294661,0.86393976,0.000010348307,0.00002119091,0.0000074021946,0.083004676,0.0000040682885,0.00014022265,0.049683698,0.000015025685,0.0029060927],"study_design_scores_gemma":[0.0004906902,0.00013900053,0.9794802,0.00002393053,0.000011785516,0.000028850809,0.013357193,0.000019150115,0.0000013364248,0.0050820797,0.0013130557,0.00005272183],"about_ca_topic_score_codex":0.0012641697,"about_ca_topic_score_gemma":0.0016837644,"teacher_disagreement_score":0.11554045,"about_ca_system_score_codex":0.000110363624,"about_ca_system_score_gemma":0.000034019406,"threshold_uncertainty_score":0.71876633},"labels":[],"label_agreement":null},{"id":"W4380589111","doi":"10.1002/ace.20496","title":"Learning together out of climate change denial","year":2023,"lang":"en","type":"article","venue":"New Directions for Adult and Continuing Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Denial; Climate change; Environmental ethics; Psychology; Sociology; Social psychology; Epistemology; Aesthetics; Ecology; Psychoanalysis","score_opus":0.18231785542312096,"score_gpt":0.43181073000166176,"score_spread":0.2494928745785408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380589111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550391,0.00026137521,0.00008053646,0.0062488383,0.0019857932,0.000581377,0.00001042522,0.0003076615,0.035484888],"genre_scores_gemma":[0.96517074,0.020060146,0.0003613013,0.00011187524,0.0010709533,0.00023636833,0.00009090645,0.00001518558,0.012882516],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99951094,0.00006764753,0.00011564694,0.00010029051,0.00007370621,0.00013175364],"domain_scores_gemma":[0.99946594,0.00010587907,0.000079143276,0.000078519966,0.00021852634,0.000052010448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028474943,0.000048368776,0.00007467915,0.00011507683,0.00037720744,0.000042198873,0.00005621846,0.00005592465,0.00007592107],"category_scores_gemma":[0.00033178594,0.000053775628,0.00004104637,0.00022635773,0.00004363061,0.00013967502,0.000016298758,0.000053280255,0.000019605388],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008750933,0.000020058056,0.0058887545,0.0000136790695,0.000002417455,5.8194876e-9,0.10273543,2.448515e-7,0.00035263944,0.0021139234,0.0010126118,0.8878515],"study_design_scores_gemma":[0.0004974114,0.00008489238,0.049077816,0.00031232153,0.000055725613,4.7074883e-7,0.18014507,0.00030567087,0.00010204357,0.0013538348,0.7678416,0.00022315289],"about_ca_topic_score_codex":0.0013246215,"about_ca_topic_score_gemma":0.005061009,"teacher_disagreement_score":0.8876283,"about_ca_system_score_codex":0.000027452277,"about_ca_system_score_gemma":0.000032103766,"threshold_uncertainty_score":0.2901213},"labels":[],"label_agreement":null},{"id":"W4380633105","doi":"10.1002/asi.24805","title":"Climate change information seeking","year":2023,"lang":"en","type":"article","venue":"Journal of the Association for Information Science and Technology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Climate change; Situational ethics; Perception; Social psychology; Risk perception; Psychology; Premise; Information seeking; Cognition; Dimension (graph theory); Computer science","score_opus":0.21714428703774247,"score_gpt":0.4152041333664675,"score_spread":0.19805984632872503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380633105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5770847,0.000081291495,0.0004908961,0.34613803,0.0052016876,0.002017558,0.00009879003,0.0005226383,0.068364374],"genre_scores_gemma":[0.9963158,0.0024981797,0.00012346695,0.0008851132,0.00009188643,0.000023099657,0.0000055569008,0.000001763274,0.00005518502],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873,0.000035114146,0.00035594308,0.000030303641,0.0006316004,0.00021703473],"domain_scores_gemma":[0.9969225,0.00011550121,0.0009290138,0.000110026565,0.001885402,0.00003758619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006026118,0.00004226721,0.00008414607,0.0009201355,0.0012810467,0.00023113558,0.00044978922,0.00010973638,0.00000544885],"category_scores_gemma":[0.004081155,0.000032444543,0.00003844487,0.0027385491,0.00020348054,0.005738647,0.00012036926,0.00012138432,0.000042063064],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021822458,0.000015194467,0.045517843,0.000040062718,0.000013616613,5.067669e-8,0.07351602,0.000010247326,0.00038651747,0.32529873,0.0062816488,0.5488983],"study_design_scores_gemma":[0.00044514838,0.000042805295,0.033988282,0.000044525426,0.0000146080165,0.0000035785736,0.028603256,0.0009688689,0.00010199163,0.0050915447,0.9306111,0.00008434128],"about_ca_topic_score_codex":0.000013964243,"about_ca_topic_score_gemma":0.000034322537,"teacher_disagreement_score":0.9243294,"about_ca_system_score_codex":0.00036017547,"about_ca_system_score_gemma":0.00013852814,"threshold_uncertainty_score":0.98529047},"labels":[],"label_agreement":null},{"id":"W4380682148","doi":"10.1007/978-3-030-16960-2_111-1","title":"Climate Change and the Environmental Humanities","year":2023,"lang":"en","type":"book-chapter","venue":"Handbooks in philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Temporalities; Humanities; Narrative; Climate change; Sketch; Sociology; Relation (database); Perspective (graphical); Geography; Environmental ethics; Social science; Political science; Art; Ecology; Philosophy; Literature; Visual arts","score_opus":0.5931100534585706,"score_gpt":0.37596231055601104,"score_spread":0.21714774290255956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380682148","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009268927,0.0023586573,1.6686572e-7,0.0034742844,0.00027059388,0.000589518,0.00010726498,0.00008051251,0.9930263],"genre_scores_gemma":[0.060075164,0.5632306,0.000015465726,0.0030223215,0.0027740127,0.00035438637,0.00027384728,0.00012848343,0.3701257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989887,0.00011087827,0.00022118994,0.00020728141,0.00026745338,0.00020451855],"domain_scores_gemma":[0.99929756,0.00022417902,0.00012398958,0.00030527668,0.000009627169,0.00003935774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006071212,0.00017798923,0.0002369353,0.00013869528,0.0006340485,0.000080776816,0.00027739184,0.00021819332,0.00078953605],"category_scores_gemma":[0.000013399801,0.00014986556,0.000085320426,0.000017057795,0.0014674332,0.00008255367,0.0002498613,0.00031568168,0.00042139328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029328043,0.00000546799,0.000032527478,0.00002164675,0.0000070366787,0.0000031039265,0.033500787,1.6764673e-8,8.5607763e-7,0.9567718,0.000089513844,0.009537938],"study_design_scores_gemma":[0.000811813,0.000022296239,0.00021880466,0.00060188986,0.00003543967,0.0000013464913,0.0015926316,0.000007627718,3.925207e-7,0.6479998,0.34840086,0.00030705915],"about_ca_topic_score_codex":0.00015133442,"about_ca_topic_score_gemma":0.0023047496,"teacher_disagreement_score":0.6229006,"about_ca_system_score_codex":0.0000900847,"about_ca_system_score_gemma":0.000008993905,"threshold_uncertainty_score":0.8644866},"labels":[],"label_agreement":null},{"id":"W4380767318","doi":"10.38126/jspg220203","title":"Overlooked No More: Empowering Youth Voices in Global Climate-Change Negotiations","year":2023,"lang":"en","type":"article","venue":"Journal of Science Policy & Governance","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; Carleton University; University of Toronto","funders":"Inter-American Institute for Global Change Research","keywords":"Negotiation; Political science; Diplomacy; Diversity (politics); Inclusion (mineral); Latin Americans; Public relations; Climate change; Youth engagement; Sociology; Gender studies; Politics; Ecology; Law","score_opus":0.2759112063958413,"score_gpt":0.4801022364048563,"score_spread":0.20419103000901495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380767318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95256513,0.0001824105,0.0000072415573,0.01710852,0.0008308114,0.00014077485,0.00009854692,0.000045700534,0.02902085],"genre_scores_gemma":[0.9834445,0.014860957,0.00012910609,0.0006782092,0.0007561568,0.0000045212864,0.0000015528724,0.00000579513,0.0001191989],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.997856,0.00008248017,0.0003997116,0.00015630737,0.0009827971,0.00052267505],"domain_scores_gemma":[0.99852836,0.00008308308,0.0006790414,0.00021737539,0.00030262448,0.00018951303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020611864,0.00009692307,0.00017072237,0.00023460746,0.00064621295,0.00018587083,0.0009928442,0.00005791593,0.000073348325],"category_scores_gemma":[0.0018293277,0.00009321273,0.00008187966,0.0036083478,0.0008665554,0.0016681323,0.00018211738,0.00017674961,0.00013899384],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010331093,0.00026064203,0.3247512,0.000049831036,0.000011323519,0.000025439553,0.5173158,0.00029833798,0.0028669036,0.11155895,0.0018293937,0.040928874],"study_design_scores_gemma":[0.0003733256,0.000040204843,0.94946027,0.00023082316,0.0000067167875,0.0000049728965,0.03399196,0.0004258573,0.000014517673,0.00091618084,0.0143624805,0.00017269228],"about_ca_topic_score_codex":0.011637038,"about_ca_topic_score_gemma":0.0076472256,"teacher_disagreement_score":0.62470907,"about_ca_system_score_codex":0.0009703799,"about_ca_system_score_gemma":0.00050679775,"threshold_uncertainty_score":0.9949446},"labels":[],"label_agreement":null},{"id":"W4381046527","doi":"10.15173/sciential.v1i10.3383","title":"ComSciConCAN and the Positive Impacts on STEM Graduate Students’ Confidence and Sense of Belonging","year":2023,"lang":"en","type":"article","venue":"Sciential - McMaster Undergraduate Science Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Confidence interval; Low Confidence; Psychology; Graduate students; Medical education; Social psychology; Medicine; Pedagogy; Internal medicine","score_opus":0.2628773051459721,"score_gpt":0.4383578897400947,"score_spread":0.17548058459412263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381046527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729881,0.00007206302,0.000092119306,0.022596324,0.000650298,0.00028790915,0.000009654625,0.000032861157,0.003270642],"genre_scores_gemma":[0.99551135,0.0033591911,0.000036711986,0.00036562895,0.00009115022,0.0000026391065,0.000001194503,0.000007090382,0.0006250456],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99673337,0.0005077848,0.000344375,0.00030854394,0.0015757345,0.00053020846],"domain_scores_gemma":[0.99834436,0.00039044835,0.00031417503,0.00022650846,0.00038145136,0.00034306114],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.009405087,0.00014045597,0.00021275524,0.00044685282,0.0036306176,0.0013141843,0.00068563846,0.00003939149,0.000040249997],"category_scores_gemma":[0.00024821365,0.0000950082,0.00006536599,0.0016905216,0.0065213144,0.00077279296,0.00040338328,0.00030912991,0.000017606331],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084084884,0.0002738137,0.025324905,0.0000760263,0.00013128633,0.00004921315,0.58808875,0.00018697232,0.037751157,0.19175138,0.0017264038,0.15379922],"study_design_scores_gemma":[0.011025821,0.0010488243,0.47607014,0.0016443145,0.00019877955,0.00050148484,0.41471788,0.012919588,0.0038451795,0.07297012,0.0036449,0.0014129687],"about_ca_topic_score_codex":0.00032114855,"about_ca_topic_score_gemma":0.00046975346,"teacher_disagreement_score":0.45074522,"about_ca_system_score_codex":0.0001133805,"about_ca_system_score_gemma":0.0002314122,"threshold_uncertainty_score":0.99972254},"labels":[],"label_agreement":null},{"id":"W4381142538","doi":"","title":"TALKING SCIENCE – BRIDGING THE GAP BETWEEN SCIENTIST AND JOURNALIST","year":2010,"lang":"en","type":"preprint","venue":"INRIA a CCSD electronic archive server","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Bridging (networking); Computer science; Computer security","score_opus":0.1998873960586549,"score_gpt":0.4253874890918409,"score_spread":0.22550009303318597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381142538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666341,0.0007555936,0.0009692119,0.011140994,0.0007973813,0.00063602475,0.00006613207,0.00010641629,0.018894155],"genre_scores_gemma":[0.9953481,0.002677647,0.00017645788,0.00030096056,0.0010694838,0.000030481819,0.000073864634,0.00002289344,0.000300123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99689835,0.0005179402,0.0003247486,0.0005551815,0.00078986416,0.0009138834],"domain_scores_gemma":[0.9981357,0.00031915007,0.0003403283,0.0008055751,0.00018409478,0.00021519481],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.004811169,0.00022818368,0.0002519643,0.00025257762,0.004231375,0.0011617694,0.0019810144,0.00016675594,0.00029518065],"category_scores_gemma":[0.00037194308,0.00019178861,0.00012292476,0.000464283,0.0032140224,0.00029776062,0.0014644951,0.0023061326,0.000028309507],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006592802,0.0001661183,0.036114782,0.00022582643,0.00021855731,0.000007735253,0.25525734,0.00009221603,0.0146612665,0.53009003,0.0032931557,0.15980701],"study_design_scores_gemma":[0.0008797182,0.0000954555,0.19981827,0.00077509653,0.0002744311,0.000037070065,0.008143971,0.0035435837,0.00020271925,0.20013113,0.58452517,0.001573382],"about_ca_topic_score_codex":0.0039605275,"about_ca_topic_score_gemma":0.08409864,"teacher_disagreement_score":0.581232,"about_ca_system_score_codex":0.00041472804,"about_ca_system_score_gemma":0.0014240028,"threshold_uncertainty_score":0.9999956},"labels":[],"label_agreement":null},{"id":"W4382139989","doi":"10.1038/s41558-023-01701-9","title":"Experience exceeds awareness of anthropogenic climate change in Greenland","year":2023,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Aalborg Universitet","keywords":"Climate change; Environmental science; Climatology; Physical geography; Geography; Oceanography; Geology","score_opus":0.44236156660521614,"score_gpt":0.5041501103025237,"score_spread":0.06178854369730752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382139989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840625,0.0019466688,6.332044e-7,0.005229653,0.0011080104,0.0007732575,0.00024372104,0.000286938,0.0063486206],"genre_scores_gemma":[0.87868077,0.11951374,0.000023003224,0.00057187735,0.0005983046,0.00035179014,0.00020040412,0.000030063346,0.0000300633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99761575,0.00029220062,0.0003965508,0.00038352222,0.0005063765,0.00080561894],"domain_scores_gemma":[0.99877584,0.00018428279,0.00021147824,0.00052797794,0.00016098063,0.00013945218],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012529036,0.0002143917,0.00036513334,0.00049503637,0.0005192829,0.00005070561,0.0006226142,0.00054214353,0.00096797437],"category_scores_gemma":[0.00013524928,0.0002162656,0.00011710475,0.001966863,0.000399091,0.000523899,0.00033270998,0.00043188146,0.00018483649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116119976,0.00021228178,0.5981782,0.00031983675,0.000009174152,0.00002825592,0.34325406,8.7946705e-7,0.0013511595,0.011085004,0.0001818893,0.04526311],"study_design_scores_gemma":[0.0009371114,0.000081903556,0.9132986,0.0005934685,0.000020900143,0.0000032315947,0.056968957,0.00042688448,0.00021064638,0.00036288763,0.02652085,0.00057455804],"about_ca_topic_score_codex":0.0031485963,"about_ca_topic_score_gemma":0.023687026,"teacher_disagreement_score":0.31512037,"about_ca_system_score_codex":0.0001431385,"about_ca_system_score_gemma":0.000026861111,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W4382680232","doi":"10.1075/jlp.22125.vau","title":"ICT environmentalism and the sustainability game","year":2023,"lang":"en","type":"article","venue":"Journal of Language and Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Sustainability; Conceptualization; Rhetoric; Information and Communications Technology; Rhetorical question; Politics; Public relations; Environmentalism; Political science; Sociology; Ecology; Law","score_opus":0.142401090833312,"score_gpt":0.4302776146673712,"score_spread":0.28787652383405915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382680232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979946,0.00077653583,0.0000044790945,0.016167168,0.000046293426,0.00004837483,0.000003899457,0.0000058707565,0.0030013365],"genre_scores_gemma":[0.9897408,0.008533355,0.000009811642,0.0004124278,0.00021276649,5.862639e-7,0.0000015271148,0.0000020335792,0.001086682],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99950624,0.00017915886,0.00009976289,0.000024567791,0.00010077553,0.0000894802],"domain_scores_gemma":[0.9995663,0.00022720765,0.000058002952,0.0000672363,0.000026807287,0.000054413704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084434263,0.000026190533,0.000063253705,0.000029203517,0.00016791414,0.000038292015,0.00006806326,0.000025104651,0.00009194122],"category_scores_gemma":[0.00020660227,0.00001701166,0.000025127409,0.00005035156,0.00033633417,0.000057538095,0.000035006156,0.00007515066,0.0000029326293],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027605101,0.000025763115,0.00628218,0.000031418153,0.000017040307,0.000019392633,0.88290095,0.0000013646854,0.000092070906,0.08520336,0.0014408713,0.023957985],"study_design_scores_gemma":[0.0010375833,0.000041849296,0.040532056,0.000018816376,0.000040385996,0.00003059223,0.68273556,0.00006611954,0.000013653695,0.023502616,0.25189668,0.000084064115],"about_ca_topic_score_codex":0.00045957233,"about_ca_topic_score_gemma":0.00010858232,"teacher_disagreement_score":0.2504558,"about_ca_system_score_codex":0.00003762445,"about_ca_system_score_gemma":0.000021394708,"threshold_uncertainty_score":0.12914768},"labels":[],"label_agreement":null},{"id":"W4382896842","doi":"10.4000/ere.9759","title":"Le projet de recherche Resclima : réponses éducatives et sociales au changement climatique","year":2022,"lang":"fr","type":"article","venue":"Éducation relative à l environnement","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.7972073344716901,"score_gpt":0.5328192511186121,"score_spread":0.26438808335307806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382896842","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04617433,0.0025162871,0.0015196592,0.5776851,0.0012784841,0.0014810857,0.00021979943,0.000091861664,0.36903337],"genre_scores_gemma":[0.84005654,0.032806855,0.012914105,0.007018595,0.000700856,0.0033007637,0.0010625517,0.000093835275,0.10204588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97649175,0.02107453,0.00059653114,0.00054342824,0.00063815404,0.0006555893],"domain_scores_gemma":[0.99695855,0.0015342426,0.00062122534,0.000565631,0.00011968638,0.0002006344],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.012259771,0.0003127211,0.000299068,0.00021305593,0.0037058836,0.000088728164,0.0005803371,0.00026514093,0.011808681],"category_scores_gemma":[0.00065095356,0.00039975854,0.00019203688,0.0007612674,0.0011561158,0.0005274968,0.0005203336,0.0012544085,0.00024515882],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000018318395,0.0014629351,0.0018705926,0.00005479339,0.00007352552,6.664474e-7,0.3179464,0.00006168412,0.00031708262,0.6583061,0.0081480155,0.011739876],"study_design_scores_gemma":[0.0004106471,0.0001800867,0.01511066,0.000067532164,0.00006465577,0.0000023747232,0.24599384,0.00013715179,0.000032900993,0.027404416,0.7102532,0.0003425491],"about_ca_topic_score_codex":0.009897328,"about_ca_topic_score_gemma":0.014928037,"teacher_disagreement_score":0.79388225,"about_ca_system_score_codex":0.01662443,"about_ca_system_score_gemma":0.005960696,"threshold_uncertainty_score":0.99984545},"labels":[],"label_agreement":null},{"id":"W4383102274","doi":"10.1075/jlp.22126.mor","title":"“Hope dies – Action begins”","year":2023,"lang":"en","type":"article","venue":"Journal of Language and Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Denial; Vision; Action (physics); Nationalism; Sociology; Epistemology; Aesthetics; Determinism; Environmental ethics; Philosophy; Law; Political science; Psychoanalysis; Psychology; Politics","score_opus":0.438425182919484,"score_gpt":0.5074250939270203,"score_spread":0.06899991100753627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383102274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97901165,0.00042520347,0.00000816643,0.005295505,0.00021352225,0.00002011315,0.000004532044,0.000018542876,0.015002774],"genre_scores_gemma":[0.9820307,0.013664945,0.0000498743,0.00029296894,0.00075167103,3.376348e-7,0.0000041327266,0.0000033130032,0.0032020537],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960893,0.00006876213,0.00009605137,0.000021590009,0.000111240326,0.00009342545],"domain_scores_gemma":[0.9996693,0.00008977386,0.00006852702,0.00005002313,0.000060985683,0.00006140543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033675434,0.000026024854,0.000057302717,0.000079450445,0.00017962065,0.00003787639,0.000062775725,0.000031800195,0.00016462633],"category_scores_gemma":[0.00012211909,0.000022297536,0.000027376474,0.000101236226,0.0000602292,0.00010687522,0.000016376627,0.00007140983,0.000022954395],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017020977,0.00005412935,0.005639948,0.000059400805,0.00003607086,0.00004550281,0.80599856,0.0000035439643,0.0027383172,0.035042133,0.021655666,0.12870967],"study_design_scores_gemma":[0.00021570563,0.000051673527,0.012505669,0.000042500098,0.000022275843,0.000016557839,0.3134844,0.000026279491,0.000087158114,0.0018003953,0.6716697,0.00007770108],"about_ca_topic_score_codex":0.0002682923,"about_ca_topic_score_gemma":0.0005540194,"teacher_disagreement_score":0.65001404,"about_ca_system_score_codex":0.000026308206,"about_ca_system_score_gemma":0.000026363745,"threshold_uncertainty_score":0.18025428},"labels":[],"label_agreement":null},{"id":"W4383497418","doi":"10.1016/j.gloenvcha.2023.102726","title":"Designing a virtuous cycle: Quality of governance, effective climate change mitigation, and just outcomes support each other","year":2023,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Impartiality; Corporate governance; Social capital; Climate change; Climate governance; Virtuous circle and vicious circle; Public economics; Environmental economics; Political science; Business; Environmental resource management; Economics; Economic system; Ecology","score_opus":0.28472100686710666,"score_gpt":0.431254596925954,"score_spread":0.14653359005884736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383497418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867658,0.00025592902,0.000008363036,0.0014590101,0.00018084634,0.00088660815,0.0011099547,0.000114982,0.009218497],"genre_scores_gemma":[0.99284565,0.0057968833,0.00006350844,0.00068677845,0.00012578271,0.00025337693,0.00012790057,0.000013273086,0.000086815046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985019,0.00032427235,0.000235452,0.00023891701,0.0003791222,0.0003203437],"domain_scores_gemma":[0.99936855,0.000104603896,0.00019534648,0.00021432199,0.0000092445525,0.000107919914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079549634,0.00014307094,0.00022532203,0.000032394426,0.0003614031,0.00002716358,0.00017237115,0.000112247326,0.00050574495],"category_scores_gemma":[0.000045909655,0.00014800907,0.00007346969,0.00023484374,0.00035314244,0.00030159875,0.00018318764,0.00007190334,0.00020890194],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035726593,0.00011612633,0.90729976,0.000058593436,0.00002182667,0.000001990128,0.033672307,4.13849e-7,0.00078883086,0.0027649328,0.00012529564,0.055114195],"study_design_scores_gemma":[0.00042468053,0.000054169966,0.98586327,0.00003026742,0.000017272829,7.9351787e-7,0.009125121,0.000022598571,0.000043973276,0.00021076661,0.0040395595,0.00016753734],"about_ca_topic_score_codex":0.0032870136,"about_ca_topic_score_gemma":0.0016691393,"teacher_disagreement_score":0.0785635,"about_ca_system_score_codex":0.00028207913,"about_ca_system_score_gemma":0.0000059326126,"threshold_uncertainty_score":0.6035635},"labels":[],"label_agreement":null},{"id":"W4383500749","doi":"10.31234/osf.io/34txs","title":"Communicating and conducting modern consciousness science","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Advanced Research","funders":"","keywords":"Consciousness; Skepticism; Field (mathematics); Context (archaeology); Event (particle physics); Psychology; Epistemology; Sociology; Political science; History; Philosophy","score_opus":0.8312606024329798,"score_gpt":0.5385809576018974,"score_spread":0.29267964483108244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383500749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6407669,0.00062120013,0.00046026515,0.01785913,0.0010151529,0.0006952186,0.000023666704,0.0010465911,0.33751184],"genre_scores_gemma":[0.9849733,0.01119914,0.0017210682,0.00021925748,0.000101594866,0.00003768916,0.000029027127,0.000016947588,0.0017019488],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985115,0.0002766797,0.0002265927,0.00033626214,0.00036011945,0.0002888554],"domain_scores_gemma":[0.9982018,0.00042101857,0.00016440419,0.0008224051,0.00025921615,0.00013114214],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003297984,0.000116487536,0.00017795543,0.00016553511,0.002261606,0.0005123926,0.0011282258,0.00016651944,0.00017318923],"category_scores_gemma":[0.00077011005,0.00012350739,0.000034758526,0.000306398,0.0022378871,0.00016622274,0.0030571523,0.0004948428,0.00005018507],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006660113,0.000076292024,0.012302928,0.00023666502,0.000027242913,0.0000016341052,0.65526795,0.00009272302,0.003969824,0.07525854,0.0006322166,0.25212732],"study_design_scores_gemma":[0.0008294392,0.000036705005,0.012026366,0.0016570521,0.00010673563,0.0000074536783,0.6926935,0.073134094,0.00020707338,0.17408091,0.042740665,0.0024800524],"about_ca_topic_score_codex":0.012721401,"about_ca_topic_score_gemma":0.022524565,"teacher_disagreement_score":0.3442064,"about_ca_system_score_codex":0.00015873498,"about_ca_system_score_gemma":0.00035193475,"threshold_uncertainty_score":0.9990373},"labels":[],"label_agreement":null},{"id":"W4383822915","doi":"10.1007/s11625-023-01386-1","title":"Non-monetary narratives motivate businesses to engage with climate change","year":2023,"lang":"en","type":"article","venue":"Sustainability Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; McGill University","keywords":"Narrative; Prosocial behavior; Sustainability; Public relations; Economics; Political science; Psychology; Social psychology; Ecology; Biology","score_opus":0.25825864014383215,"score_gpt":0.4449853341562023,"score_spread":0.18672669401237013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383822915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95266205,0.000012696845,0.000048576465,0.036136422,0.00015154958,0.0010712523,0.000009581004,0.00027900937,0.009628884],"genre_scores_gemma":[0.99824816,0.00040030462,0.00030870296,0.00043818422,0.00009002727,0.00019401766,0.000009910624,0.000009114194,0.00030156976],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99784577,0.000200368,0.00015950784,0.00044997613,0.0006043002,0.00074005465],"domain_scores_gemma":[0.9980783,0.00014988915,0.00005956755,0.00056892884,0.0008916936,0.0002516153],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0036985232,0.00012598066,0.00014299917,0.00032942032,0.0026410688,0.00022005879,0.0007630854,0.00004581528,0.0001512231],"category_scores_gemma":[0.0011513234,0.00010764969,0.000029671994,0.0053722598,0.0017807293,0.0010653615,0.00034786464,0.00013814325,0.0001405661],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008170167,0.0001413412,0.13217345,0.00018300264,0.0000033207225,0.000012766793,0.82235897,0.0001329772,0.0009775916,0.007781421,0.00028769,0.03586577],"study_design_scores_gemma":[0.00011859042,0.00008717444,0.63117784,0.000038092217,0.000002730926,4.919977e-7,0.34792635,0.0001768967,0.00003552365,0.0024975073,0.017715916,0.00022288009],"about_ca_topic_score_codex":0.0016756091,"about_ca_topic_score_gemma":0.0035630448,"teacher_disagreement_score":0.4990044,"about_ca_system_score_codex":0.00044088007,"about_ca_system_score_gemma":0.00043186254,"threshold_uncertainty_score":0.99865735},"labels":[],"label_agreement":null},{"id":"W4384698605","doi":"10.1002/pan3.10495","title":"Climate‐driven ‘species‐on‐the‐move’ provide tangible anchors to engage the public on climate change","year":2023,"lang":"en","type":"article","venue":"People and Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Centre for Marine Socioecology; Rhodes University; Australian Research Council; National Oceanic and Atmospheric Administration; University of New South Wales; National Marine Fisheries Service; National Research Foundation; Commonwealth Scientific and Industrial Research Organisation","keywords":"Climate change; Environmental resource management; Geography; Environmental science; Geology; Oceanography","score_opus":0.313814032840189,"score_gpt":0.4104881195973668,"score_spread":0.09667408675717781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384698605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6962096,0.00033223795,4.3071353e-7,0.2609699,0.0005439968,0.00095909927,0.0001520832,0.0002473856,0.04058526],"genre_scores_gemma":[0.9629365,0.026143255,0.000009746697,0.009096189,0.00049121457,0.00024381244,0.000077146695,0.0000177379,0.0009843549],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99849004,0.00034375733,0.0001222129,0.00023188973,0.0003428167,0.00046930692],"domain_scores_gemma":[0.9987019,0.0006087254,0.000057475372,0.00044081014,0.00007005502,0.00012104345],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0012536035,0.00012692595,0.00012473146,0.00012917537,0.0020483048,0.00025349003,0.00047375367,0.00018818317,0.000516606],"category_scores_gemma":[0.0004307118,0.00007868961,0.000064034575,0.0010837684,0.00009443327,0.00014885448,0.00021004911,0.00057606155,0.0006104145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013581167,0.00018561889,0.021231515,0.000088766246,0.000032743395,0.000007200857,0.2484442,0.0000028716956,0.0007992669,0.51266307,0.15366243,0.062746525],"study_design_scores_gemma":[0.00013591899,0.00006420194,0.1397979,0.000053857384,0.0000092110295,6.6723965e-7,0.026258893,0.000073080046,0.00002635551,0.00028716418,0.8331282,0.0001645509],"about_ca_topic_score_codex":0.00009602638,"about_ca_topic_score_gemma":0.011355723,"teacher_disagreement_score":0.6794658,"about_ca_system_score_codex":0.000060098,"about_ca_system_score_gemma":0.000018777167,"threshold_uncertainty_score":0.9992509},"labels":[],"label_agreement":null},{"id":"W4384911742","doi":"10.3138/ijcs-2021-0009","title":"Climate Change Attitudes and Fossil Fuel Extraction and Distribution in Canada","year":2023,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Climate change; Opposition (politics); Framing (construction); Biology and political orientation; Politics; Arctic; Public opinion; Fossil fuel; Political science; Natural resource economics; Political economy; Economics; Geography; Engineering; Ecology","score_opus":0.4705586617962788,"score_gpt":0.47986209876937946,"score_spread":0.009303436973100654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384911742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95820725,0.0039125765,7.153032e-7,0.03550753,0.00084812345,0.00006652746,0.00009008183,0.00000563238,0.0013615619],"genre_scores_gemma":[0.85078466,0.14884165,0.000008928585,0.0001573723,0.00017317453,0.000003919349,0.000008302077,0.000002001892,0.000019984762],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939334,0.000055692766,0.00016052909,0.00005079854,0.0002127059,0.00012694673],"domain_scores_gemma":[0.9994198,0.000112671274,0.00009290673,0.000028377943,0.0002445718,0.000101634265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004421544,0.00004184886,0.00008404645,0.00030562576,0.00014585696,0.00004208481,0.000092517446,0.000021175301,0.000021440672],"category_scores_gemma":[0.00019161776,0.00004159642,0.000012406633,0.00020717754,0.000071923874,0.00022865317,0.000028687058,0.00007644891,0.0000017322014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004282787,0.000016318207,0.67180824,0.000043553526,0.00010940227,0.00016384876,0.043883033,0.000008119718,0.000042373827,0.00864343,0.0071340883,0.26810473],"study_design_scores_gemma":[0.00016479549,0.000008149111,0.8809468,0.00010367939,0.0000047366925,0.000012036286,0.027782071,0.000025001735,0.0000010648636,0.0002681426,0.0906331,0.000050429036],"about_ca_topic_score_codex":0.96661776,"about_ca_topic_score_gemma":0.9998289,"teacher_disagreement_score":0.2680543,"about_ca_system_score_codex":0.0008444777,"about_ca_system_score_gemma":0.0002752194,"threshold_uncertainty_score":0.22082797},"labels":[],"label_agreement":null},{"id":"W4384924780","doi":"10.1038/d41586-023-02371-5","title":"All through the night: sleep-deprived scientists share their stories","year":2023,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Sleep (system call); Range (aeronautics); History; Media studies; Psychology; Sociology; Engineering; Computer science","score_opus":0.3534978226544563,"score_gpt":0.4658194066348221,"score_spread":0.11232158398036579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384924780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56194204,0.0033729782,0.000015195081,0.231126,0.004108321,0.0006988372,0.00024333161,0.0009998417,0.19749346],"genre_scores_gemma":[0.9877833,0.0030960299,0.00003565135,0.0034011155,0.00027365496,0.000021617978,0.00018184989,0.00000918064,0.0051976084],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906397,0.00018324613,0.0000780324,0.00014833761,0.00031266277,0.00021375735],"domain_scores_gemma":[0.9992749,0.00016617232,0.0000440795,0.0003631697,0.00011318493,0.00003847058],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049846777,0.000070859074,0.000069589056,0.000033779987,0.0011257224,0.00014262093,0.00063735654,0.00042418198,0.0011479459],"category_scores_gemma":[0.00022229763,0.000046299116,0.00005740081,0.00067802897,0.00022780872,0.0001836155,0.00014192829,0.0007538343,0.00041663047],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000126017885,0.00004157006,0.0028087317,0.000013374346,0.000027536918,0.000005429117,0.599658,0.0000076195583,0.00042361248,0.056127694,0.32382485,0.017048936],"study_design_scores_gemma":[0.00006309201,0.0000038766,0.02291786,0.000010666506,0.0000036863019,5.642106e-7,0.028802332,0.000028168115,0.000016161932,0.002904736,0.9451811,0.000067791254],"about_ca_topic_score_codex":0.00032044557,"about_ca_topic_score_gemma":0.008082365,"teacher_disagreement_score":0.6213562,"about_ca_system_score_codex":0.00007019932,"about_ca_system_score_gemma":0.000032640997,"threshold_uncertainty_score":0.99976516},"labels":[],"label_agreement":null},{"id":"W4384925819","doi":"10.1371/journal.pcbi.1011251","title":"Ten simple rules for scientists engaging in science communication","year":2023,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Simple (philosophy); Computer science; Data science; Epistemology","score_opus":0.4913409832228208,"score_gpt":0.5038504680206856,"score_spread":0.012509484797864734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384925819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98306715,0.000068245885,0.00079812197,0.007867101,0.00013979657,0.000426713,0.00006430132,0.00018443404,0.007384153],"genre_scores_gemma":[0.9949566,0.00022765252,0.0035516794,0.00022760665,0.0000447035,0.000076368306,0.000846586,0.000004871174,0.00006389536],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990162,0.00022781131,0.00016719397,0.0001815694,0.00015827572,0.00024893574],"domain_scores_gemma":[0.99854076,0.0009612217,0.000062654966,0.00016039201,0.00022712148,0.000047876725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017607851,0.00005040083,0.00008378773,0.00036702852,0.0011511595,0.00006686425,0.00047790154,0.000046765294,0.00008992311],"category_scores_gemma":[0.00071943714,0.000054198845,0.000024368002,0.00089905114,0.0007827672,0.00016595569,0.00013853065,0.00007554864,0.0001286934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003058795,0.00022237208,0.07686174,0.000035463298,0.000013134298,4.8382856e-7,0.05033347,0.0020703839,0.006917622,0.7876313,0.0017535054,0.07412996],"study_design_scores_gemma":[0.0009479509,0.00005644612,0.28663352,0.000060061426,0.000008239521,9.3831204e-7,0.013328725,0.15880492,0.00008335534,0.48236862,0.057353057,0.0003541522],"about_ca_topic_score_codex":0.00026316024,"about_ca_topic_score_gemma":0.0009730078,"teacher_disagreement_score":0.30526266,"about_ca_system_score_codex":0.00013900771,"about_ca_system_score_gemma":0.00016598185,"threshold_uncertainty_score":0.88539046},"labels":[],"label_agreement":null},{"id":"W4385071555","doi":"10.1016/j.jenvp.2023.102087","title":"Predicting climate change anxiety","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Worry; Climate change; Anxiety; Psychology; Perception; Mental health; Social psychology; Clinical psychology; Psychiatry; Ecology","score_opus":0.4387655338578793,"score_gpt":0.48414941472010986,"score_spread":0.04538388086223055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385071555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679017,0.00019679737,0.0000046773216,0.0070460173,0.00080637186,0.00008730533,0.000015412232,0.000030895666,0.023910835],"genre_scores_gemma":[0.9280576,0.07021778,0.00006751333,0.0009434752,0.0005958251,0.000003884538,0.0000072484045,0.000007762976,0.000098889665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991234,0.00018430015,0.0002272131,0.00007484992,0.0001878456,0.00020239089],"domain_scores_gemma":[0.99953526,0.000047696474,0.00020140366,0.00012557599,0.0000069347916,0.00008310224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009513927,0.00005147594,0.00009773424,0.00010392289,0.00023540649,0.0000133834155,0.0002161581,0.00008185257,0.0015460448],"category_scores_gemma":[0.000026430802,0.000049936967,0.000073018295,0.00013604319,0.00016153844,0.00018316369,0.00005364737,0.00016104776,0.0003700409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094733565,0.00027748375,0.64526916,0.000009045331,0.000026915839,0.000020078032,0.051032007,0.00000313696,0.013102196,0.0005250556,0.0054338193,0.2842064],"study_design_scores_gemma":[0.00037227178,0.00009276259,0.7774379,0.00001721683,0.0000103046195,0.00002801468,0.009636473,0.000017855504,0.0000056580093,0.00030446475,0.21200775,0.00006930221],"about_ca_topic_score_codex":0.000013559112,"about_ca_topic_score_gemma":0.00006142153,"teacher_disagreement_score":0.28413707,"about_ca_system_score_codex":0.00006790684,"about_ca_system_score_gemma":0.0000042234797,"threshold_uncertainty_score":0.9993667},"labels":[],"label_agreement":null},{"id":"W4385347191","doi":"10.1177/20578911231190027","title":"A quantum model of climate change? Insights from community-based natural resource management in Namibia","year":2023,"lang":"en","type":"article","venue":"Asian Journal of Comparative Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Climate change; Environmental resource management; Natural resource management; Natural resource; Political science; Geography; Ecology; Economics","score_opus":0.5172285895481136,"score_gpt":0.4677434229809593,"score_spread":0.04948516656715429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385347191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9553745,0.00013420095,0.0001164324,0.0035820175,0.00013874956,0.00019294991,0.000049036902,0.000023130828,0.040388998],"genre_scores_gemma":[0.99824846,0.0006788899,0.0005459799,0.0003319022,0.00008732753,0.0000052543473,0.000052762196,0.0000080484815,0.00004135676],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99770486,0.0011573764,0.00047414744,0.00006468848,0.00035103934,0.00024785593],"domain_scores_gemma":[0.9988337,0.00027168976,0.00035972122,0.00024626227,0.0001843392,0.0001042836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006662581,0.000102831335,0.00029912617,0.00039189894,0.00032025744,0.00003471378,0.0004890567,0.000056909288,0.000021110845],"category_scores_gemma":[0.000026343943,0.000099383644,0.00009331006,0.00047028615,0.00025522755,0.00017549755,0.000088985296,0.00043462813,0.000016726945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015813921,0.00042448286,0.0025856218,0.00008777837,0.00007513596,0.000015692474,0.68901753,0.0013811357,0.00025537857,0.30256358,0.00076420733,0.002671308],"study_design_scores_gemma":[0.002845743,0.00027936642,0.083589315,0.0011925952,0.00010015055,0.0000017548027,0.6846488,0.11282114,0.00015101301,0.09302101,0.020864297,0.0004847781],"about_ca_topic_score_codex":0.0003234879,"about_ca_topic_score_gemma":0.0020271118,"teacher_disagreement_score":0.20954257,"about_ca_system_score_codex":0.00014781153,"about_ca_system_score_gemma":0.000055469332,"threshold_uncertainty_score":0.40527472},"labels":[],"label_agreement":null},{"id":"W4385429572","doi":"10.1080/09505431.2023.2240849","title":"‘Scaling the heights – and the depths: zooming out and in on sociality and science’ <b>Scale theory: a nondisciplinary inquiry</b> , by Joshua DiCaglio, Minneapolis, University of Minnesota Press, 2021, 356 pp., $30.00(paperback), ISBN 978-1517912079","year":2023,"lang":"en","type":"article","venue":"Science as Culture","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Sociality; Scaling; Zoom; Sociology; Physics; Mathematics; Ecology; Biology; Optics; Geometry","score_opus":0.12421538378694899,"score_gpt":0.38750514381778306,"score_spread":0.26328976003083404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385429572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625059,0.0022376273,0.000004143568,0.020373086,0.000187227,0.00050184276,0.000039260198,0.00003469606,0.0141162295],"genre_scores_gemma":[0.96465105,0.03368287,0.000053174368,0.00026605726,0.0001026101,0.0000067657043,0.000009493283,0.000006280763,0.0012217106],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997838,0.0004811573,0.00017470284,0.0004585901,0.00064240064,0.00040514665],"domain_scores_gemma":[0.9988303,0.00039788606,0.00014243099,0.00035273336,0.00012895816,0.00014768587],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.005181052,0.00013762867,0.0001951798,0.000068040914,0.0040563704,0.00029059305,0.00091211696,0.000112189926,0.000077399935],"category_scores_gemma":[0.00048183667,0.00008658802,0.000040143073,0.0013403178,0.01563759,0.00062922883,0.00067752396,0.00025380208,0.000011363475],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015203774,0.00008509008,0.0030355628,0.00003056349,0.000008291563,0.0000028471998,0.9324472,0.0000040942728,0.011123747,0.036859322,0.010550675,0.005700589],"study_design_scores_gemma":[0.001633455,0.00008572393,0.030921191,0.00024825934,0.000051378887,0.0000053254425,0.8360663,0.001354565,0.00047351661,0.01987084,0.10882201,0.0004674207],"about_ca_topic_score_codex":0.0012530014,"about_ca_topic_score_gemma":0.0032261063,"teacher_disagreement_score":0.09827134,"about_ca_system_score_codex":0.000089830566,"about_ca_system_score_gemma":0.00019532046,"threshold_uncertainty_score":0.9972402},"labels":[],"label_agreement":null},{"id":"W4385505429","doi":"10.59350/k3xm3-ckv47","title":"Unpacking the Social Side of Science Communication","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unpacking; Social media; Sociology; Political science; Media studies","score_opus":0.6328654856332082,"score_gpt":0.5416605608390804,"score_spread":0.09120492479412778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385505429","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1905477,0.00016035524,0.0001458687,0.020231828,0.00040991505,0.0003772104,0.0000111157215,0.000089071,0.7880269],"genre_scores_gemma":[0.9952567,0.0030118676,0.00052863976,0.0002550539,0.00023773672,0.000018872646,0.000024099832,0.00000620195,0.00066082156],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99848604,0.00045668564,0.0002294196,0.00015655064,0.00049729506,0.00017402765],"domain_scores_gemma":[0.9980455,0.00019588078,0.00029532448,0.0008452689,0.000582791,0.000035235997],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0035589682,0.00007873803,0.0001239056,0.000094360315,0.0028272406,0.00016304379,0.0021821905,0.00014484221,0.0009113993],"category_scores_gemma":[0.0003334256,0.00006119614,0.000075608434,0.0003881737,0.00684815,0.000116234536,0.001514494,0.00029246358,0.000041819272],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000113619335,0.00009368963,0.001096146,0.000050578656,0.000017910017,3.8820374e-8,0.71440375,0.000007726022,0.001152915,0.2325391,0.006154639,0.04447216],"study_design_scores_gemma":[0.0003833459,0.000038340007,0.06532847,0.00054243434,0.00011539467,6.841599e-7,0.5068836,0.0014775948,0.0010396504,0.1299901,0.29330757,0.0008927707],"about_ca_topic_score_codex":0.0060153045,"about_ca_topic_score_gemma":0.011814635,"teacher_disagreement_score":0.804709,"about_ca_system_score_codex":0.00019042328,"about_ca_system_score_gemma":0.00042459552,"threshold_uncertainty_score":0.99847096},"labels":[],"label_agreement":null},{"id":"W4385637241","doi":"10.22323/2.22040205","title":"``It's my job'': a qualitative study of the mediatization of science within the scientist-journalist relationship","year":2023,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Outreach; Public relations; Sociology; Science communication; Point (geometry); Humanism; Qualitative research; Media studies; Political science; Social science; Pedagogy; Science education","score_opus":0.5269363333444109,"score_gpt":0.5474542689623372,"score_spread":0.020517935617926253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385637241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97818035,0.0001007661,0.0000662886,0.015984004,0.00054446777,0.0003728496,0.000003657574,0.000011782786,0.0047358177],"genre_scores_gemma":[0.9986664,0.0007568032,0.00031005434,0.00008518328,0.000038150443,0.0000067340916,0.0000012472905,0.0000050039002,0.00013044485],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9941968,0.0020154652,0.00096498686,0.00013685365,0.0024759742,0.00020994556],"domain_scores_gemma":[0.9924294,0.0014016553,0.0022608824,0.0010391611,0.002769592,0.000099339835],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.037753697,0.00008171206,0.00017927053,0.0006856479,0.0045816004,0.00019944068,0.0045098984,0.000042098633,0.000030406267],"category_scores_gemma":[0.009224573,0.00005143513,0.000080873964,0.00967504,0.012726126,0.0014822772,0.0005143352,0.00038672867,0.000005924483],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013143189,0.00015206561,0.013209511,0.0000064494975,0.000005623766,7.702031e-8,0.9615724,0.00040862415,0.005163435,0.018461283,0.00028624677,0.00072110526],"study_design_scores_gemma":[0.00028714965,0.00008969676,0.17418097,0.00014207054,0.000027681306,0.0000030778003,0.8187791,0.00080365833,0.0002862308,0.0049187723,0.00041510162,0.00006648236],"about_ca_topic_score_codex":0.00052573485,"about_ca_topic_score_gemma":0.003179507,"teacher_disagreement_score":0.16097146,"about_ca_system_score_codex":0.00030996866,"about_ca_system_score_gemma":0.0013346673,"threshold_uncertainty_score":0.9991211},"labels":[],"label_agreement":null},{"id":"W4385687705","doi":"10.1017/9781316459768.010","title":"Choosing a Future","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Misinformation; Action (physics); Climate change; Politics; Climate science; Face (sociological concept); Political science; Climate model; Environmental ethics; Sociology; Ecology; Law; Social science","score_opus":0.309367785632818,"score_gpt":0.3403592528539492,"score_spread":0.030991467221131164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385687705","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034273162,0.00008036705,0.000015715406,0.00045862098,0.0006084045,0.0002637797,0.00014163289,0.000391945,0.9980053],"genre_scores_gemma":[0.00011532999,0.006592622,0.000024064999,0.00009946231,0.0007828139,5.5336017e-7,0.00012087148,0.00003563956,0.9922286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990571,0.00008446932,0.00010644174,0.0002577542,0.00027435325,0.00021988836],"domain_scores_gemma":[0.99907386,0.00007015879,0.00013532216,0.00043453582,0.00013789967,0.00014823432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002013931,0.00017256927,0.00019487164,0.00015163694,0.00077692355,0.000073253614,0.0005344611,0.00042662484,0.000056876823],"category_scores_gemma":[0.000012133539,0.00022479803,0.000159321,0.000014492588,0.0002858656,0.00007750981,0.00025472144,0.00038414332,0.0001696423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012940254,0.0000028225345,9.883821e-7,0.00002024805,0.000022110646,0.00002210226,0.0018017271,1.1646389e-7,0.000006053087,0.9316279,0.059388217,0.007094768],"study_design_scores_gemma":[0.00013749377,0.0000072569383,0.000023808418,0.00010510364,0.00005500083,7.070392e-7,0.0019846868,0.0000050972867,0.0000014270967,0.000022734459,0.9974228,0.00023386993],"about_ca_topic_score_codex":0.00088111346,"about_ca_topic_score_gemma":0.00034342372,"teacher_disagreement_score":0.9380346,"about_ca_system_score_codex":0.0003090793,"about_ca_system_score_gemma":0.00010773643,"threshold_uncertainty_score":0.91669977},"labels":[],"label_agreement":null},{"id":"W4385687904","doi":"10.1017/9781316459768.009","title":"Sound Science","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate science; Replication (statistics); Climate model; Computer science; Planck; Data science; Climate change; Mathematics; Ecology; Statistics; Physics","score_opus":0.4056600902926022,"score_gpt":0.3663348711463516,"score_spread":0.03932521914625059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385687904","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014209039,0.000025389838,0.000019077068,0.00012999702,0.00042495492,0.00025463197,0.00010176843,0.00032508204,0.998577],"genre_scores_gemma":[0.0013529547,0.0020427888,0.000020494686,0.00006555098,0.0001819856,5.146983e-7,0.000037925816,0.000024646792,0.99627316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987209,0.00005099619,0.000107190324,0.00033591466,0.000493867,0.000291124],"domain_scores_gemma":[0.9987534,0.00009795946,0.00013156608,0.0005446509,0.00027166487,0.0002007238],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00049909006,0.00015547885,0.00017013794,0.00027567553,0.0014740261,0.00013132681,0.001043088,0.0002411578,0.000047041543],"category_scores_gemma":[0.00004487925,0.00020280428,0.00011085309,0.000033127933,0.0019078758,0.0001450362,0.00049288926,0.00029828624,0.0002626392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007819067,0.0000026846724,0.0000017164795,0.000011094599,0.000008884047,0.000012643664,0.0013006463,1.7648793e-7,0.000017237031,0.984956,0.011725878,0.0019552105],"study_design_scores_gemma":[0.0001098144,0.0000088290435,0.000027282946,0.00005960715,0.000035573605,6.3877076e-7,0.0010707178,0.0000068282134,0.0000048184406,0.00012719988,0.99832106,0.00022765934],"about_ca_topic_score_codex":0.0011120717,"about_ca_topic_score_gemma":0.0003188264,"teacher_disagreement_score":0.98659515,"about_ca_system_score_codex":0.00049856585,"about_ca_system_score_gemma":0.00030405933,"threshold_uncertainty_score":0.9998259},"labels":[],"label_agreement":null},{"id":"W4385687952","doi":"10.1017/9781316459768.002","title":"Introduction","year":2023,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Climate science; Climate model; Benchmark (surveying); Work (physics); Test (biology); Operations research; Political science; Computer science; Geography; Engineering; Cartography; Ecology","score_opus":0.2936335451768339,"score_gpt":0.33222433240469706,"score_spread":0.03859078722786319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385687952","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020328913,0.000024884137,0.000024756066,0.00090828846,0.0006824337,0.00023915291,0.00009059943,0.0003921798,0.99761736],"genre_scores_gemma":[0.00006797461,0.004423351,0.000016318023,0.000046881472,0.0011937548,5.943092e-7,0.00017834244,0.000028811159,0.99404395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991274,0.00008251994,0.0001026737,0.0002657767,0.0002443665,0.00017730174],"domain_scores_gemma":[0.99910986,0.00006050036,0.00012416698,0.00043938038,0.0001560753,0.00010998337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023546633,0.0001409965,0.00016209397,0.00015431916,0.0005889683,0.00005076828,0.0004021471,0.00031800824,0.00012197969],"category_scores_gemma":[0.000026354699,0.00019015449,0.000119465265,0.000012879615,0.00033796218,0.00007796976,0.0001958145,0.00029747508,0.00037961526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011761363,0.0000023163195,3.3245252e-7,0.00001172825,0.000016017098,0.0000068832774,0.0006477202,2.3330014e-7,0.000007789737,0.7986367,0.19704647,0.0036120461],"study_design_scores_gemma":[0.000103001505,0.0000088778625,0.000010963134,0.00003419635,0.00004968085,6.197617e-7,0.0007056437,0.0000047543103,0.00000317443,0.000028830016,0.9988605,0.0001897618],"about_ca_topic_score_codex":0.0009230552,"about_ca_topic_score_gemma":0.00024312823,"teacher_disagreement_score":0.801814,"about_ca_system_score_codex":0.00031814878,"about_ca_system_score_gemma":0.00007810778,"threshold_uncertainty_score":0.7754275},"labels":[],"label_agreement":null},{"id":"W4385836888","doi":"10.1242/jeb.245780","title":"Science communication in experimental biology: experiences and recommendations","year":2023,"lang":"en","type":"article","venue":"Journal of Experimental Biology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Science communication; Jargon; Perspective (graphical); Storytelling; Scientific communication; Engineering ethics; Sociology; Communication theory; Psychology; Epistemology; Science education; Computer science; Narrative; Pedagogy; Communication","score_opus":0.3668605678862196,"score_gpt":0.526886856773122,"score_spread":0.16002628888690235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385836888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868296,0.0024516261,0.0000029831579,0.003982746,0.00039604038,0.00010564509,0.000002332105,0.000022768827,0.0062062554],"genre_scores_gemma":[0.9937741,0.005415098,0.00047277534,0.00019241282,0.000063754385,0.000023189921,0.000014654109,0.00000415759,0.000039849558],"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","domain_scores_codex":[0.9988115,0.00038774253,0.00034279196,0.00012996455,0.00010698943,0.00022102719],"domain_scores_gemma":[0.9992839,0.00017718761,0.00020370279,0.00016237638,0.0000775004,0.000095307296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015278909,0.00007433249,0.00015198826,0.0005396859,0.0005689408,0.00005317627,0.0004832598,0.0000797556,0.00046757064],"category_scores_gemma":[0.00015617942,0.000068060974,0.000035352758,0.00077026524,0.0014699841,0.00039105266,0.00020006353,0.00013776103,0.00001739921],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003278564,0.00018204901,0.0051271776,9.997568e-7,0.000004884261,8.5696746e-7,0.30378178,4.0452733e-7,0.66747993,0.018755537,0.00047896808,0.0041546146],"study_design_scores_gemma":[0.0006930669,0.00041673754,0.0015023379,0.000042645075,0.0000024900482,0.000011917162,0.9140917,0.0000643967,0.041003365,0.00085441733,0.04115362,0.00016331277],"about_ca_topic_score_codex":0.00021810891,"about_ca_topic_score_gemma":0.00013533623,"teacher_disagreement_score":0.6264766,"about_ca_system_score_codex":0.00019004887,"about_ca_system_score_gemma":0.00010910832,"threshold_uncertainty_score":0.54162174},"labels":[],"label_agreement":null},{"id":"W4385971081","doi":"10.32920/23992590.v1","title":"Green with rage: Women climate change leaders face online attacks","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Democracy; Political science; Politics; Climate change; Rage (emotion); Media studies; Law; Sociology; Psychology; Social psychology; Social science","score_opus":0.7395696232535587,"score_gpt":0.5049708988861841,"score_spread":0.2345987243673746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385971081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59291834,0.00044119594,0.00031238017,0.2378768,0.0019623402,0.0040062345,0.0013526274,0.0037491303,0.15738092],"genre_scores_gemma":[0.7650704,0.12961586,0.0014747876,0.0070378883,0.003373259,0.0018442761,0.004431725,0.00026215272,0.0868897],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99793077,0.0002998791,0.00025243012,0.0004386082,0.0004663085,0.00061203295],"domain_scores_gemma":[0.9986139,0.00011403218,0.00018088165,0.0007504329,0.00013551122,0.00020525606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087704003,0.00024458504,0.00031554652,0.00016582053,0.0004956314,0.00015138251,0.0008132205,0.0003760963,0.0025985884],"category_scores_gemma":[0.000042202144,0.00021779252,0.00008279923,0.0003179735,0.00040540445,0.00015067817,0.0008584453,0.0006079055,0.00072672096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010442742,0.00027392263,0.00784105,0.000564466,0.00010092194,0.000012848784,0.90112,0.00006419384,0.00001529491,0.0016620118,0.0044579622,0.08378287],"study_design_scores_gemma":[0.00064748223,0.00010758513,0.027734587,0.0005261049,0.000051372816,0.0000011333241,0.76003116,0.0007025,0.0000020776938,0.0010359044,0.20811109,0.0010490302],"about_ca_topic_score_codex":0.022036767,"about_ca_topic_score_gemma":0.14221641,"teacher_disagreement_score":0.23083891,"about_ca_system_score_codex":0.0004909812,"about_ca_system_score_gemma":0.00009981961,"threshold_uncertainty_score":0.9983132},"labels":[],"label_agreement":null},{"id":"W4385971082","doi":"10.32920/23992590","title":"Green with rage: Women climate change leaders face online attacks","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Democracy; Rage (emotion); Politics; Political science; Climate change; Law; Media studies; Sociology; Psychology; Social psychology; Social science","score_opus":0.7395696232535587,"score_gpt":0.5049708988861841,"score_spread":0.2345987243673746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385971082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59291834,0.00044119594,0.00031238017,0.2378768,0.0019623402,0.0040062345,0.0013526274,0.0037491303,0.15738092],"genre_scores_gemma":[0.7650704,0.12961586,0.0014747876,0.0070378883,0.003373259,0.0018442761,0.004431725,0.00026215272,0.0868897],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99793077,0.0002998791,0.00025243012,0.0004386082,0.0004663085,0.00061203295],"domain_scores_gemma":[0.9986139,0.00011403218,0.00018088165,0.0007504329,0.00013551122,0.00020525606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00087704003,0.00024458504,0.00031554652,0.00016582053,0.0004956314,0.00015138251,0.0008132205,0.0003760963,0.0025985884],"category_scores_gemma":[0.000042202144,0.00021779252,0.00008279923,0.0003179735,0.00040540445,0.00015067817,0.0008584453,0.0006079055,0.00072672096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010442742,0.00027392263,0.00784105,0.000564466,0.00010092194,0.000012848784,0.90112,0.00006419384,0.00001529491,0.0016620118,0.0044579622,0.08378287],"study_design_scores_gemma":[0.00064748223,0.00010758513,0.027734587,0.0005261049,0.000051372816,0.0000011333241,0.76003116,0.0007025,0.0000020776938,0.0010359044,0.20811109,0.0010490302],"about_ca_topic_score_codex":0.022036767,"about_ca_topic_score_gemma":0.14221641,"teacher_disagreement_score":0.23083891,"about_ca_system_score_codex":0.0004909812,"about_ca_system_score_gemma":0.00009981961,"threshold_uncertainty_score":0.9983132},"labels":[],"label_agreement":null},{"id":"W4386046462","doi":"10.1111/inm.13201","title":"Development and validation of a youth climate anxiety scale for the Youth Development Instrument survey","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Centre for Disease Control; University of Waterloo; University of British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Anxiety; Cronbach's alpha; Psychology; Scale (ratio); Clinical psychology; Construct validity; Feeling; Confirmatory factor analysis; Applied psychology; Psychometrics; Social psychology; Geography; Structural equation modeling; Psychiatry; Cartography","score_opus":0.45395738171090994,"score_gpt":0.4884692515833444,"score_spread":0.034511869872434486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386046462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99210733,0.00015044199,0.00032714082,0.005815567,0.0010499622,0.00025796206,0.000089556255,0.000010765388,0.0001912745],"genre_scores_gemma":[0.99298275,0.0041113743,0.0024035613,0.00014864717,0.00008880928,0.0000042400006,0.00023547933,0.000006403745,0.000018745064],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99857074,0.00016302562,0.000512529,0.00007343586,0.0005164794,0.00016380235],"domain_scores_gemma":[0.99903804,0.00010660911,0.0004574343,0.000052702784,0.000266938,0.00007829347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035979433,0.000060974155,0.00011300371,0.00012977628,0.000559357,0.000053070817,0.00023532409,0.000026232432,0.000014305409],"category_scores_gemma":[0.000047309582,0.000050009636,0.000035659676,0.00013054188,0.000089061214,0.00013783875,0.000043335902,0.00007119875,0.0000020765108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001940371,0.00010134426,0.017998405,0.000018940778,0.00002965243,5.2964275e-8,0.49323016,0.000015204142,0.00005535903,0.000100861136,0.00012701897,0.48812896],"study_design_scores_gemma":[0.0022656338,0.00014121174,0.3608014,0.0020854427,0.000025002464,0.000010923348,0.6080302,0.0004151897,0.0017950189,0.000107731285,0.024092618,0.00022960699],"about_ca_topic_score_codex":0.00019878108,"about_ca_topic_score_gemma":0.0007200979,"teacher_disagreement_score":0.48789936,"about_ca_system_score_codex":0.00060551876,"about_ca_system_score_gemma":0.0002975214,"threshold_uncertainty_score":0.43021786},"labels":[],"label_agreement":null},{"id":"W4386047699","doi":"10.1177/1470594x231196432","title":"Collapse, social tipping dynamics, and framing climate change","year":2023,"lang":"en","type":"article","venue":"Politics Philosophy & Economics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Karl-Franzens-Universität Graz; Social Sciences and Humanities Research Council of Canada; Utah State University","keywords":"Cognitive reframing; Climate change; Framing (construction); Economics; Renewable energy; Global warming; Political economy of climate change; Climate change mitigation; Natural resource economics; Social dynamics; Environmental ethics; Political economy; Political science; Sociology; Social science; Ecology; Geography; Social psychology","score_opus":0.41582323000694466,"score_gpt":0.4107548311473559,"score_spread":0.005068398859588763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386047699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7570926,0.00012881064,0.0000065253503,0.04621027,0.0006244347,0.0003514585,0.00039016953,0.00033424373,0.19486152],"genre_scores_gemma":[0.9820225,0.014261578,0.00007009695,0.0012713465,0.0019851127,0.000035260662,0.00017873681,0.000026498165,0.00014886679],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989809,0.00008325166,0.000219315,0.00019400266,0.00006901422,0.00045351704],"domain_scores_gemma":[0.999414,0.00012772506,0.00010269049,0.00017400224,0.000049761384,0.00013178986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004516692,0.00010902578,0.00016714325,0.00015575392,0.0012623073,0.00014520758,0.00020356424,0.00013820341,0.0000626416],"category_scores_gemma":[0.00004850912,0.00014910045,0.000059498994,0.00017279338,0.0002839582,0.00022770335,0.00018622396,0.000121909565,0.00017736615],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002337798,0.000012075503,0.0039925557,0.000023283203,0.0000075218973,5.1162436e-7,0.018714936,7.6829195e-7,0.0000022344543,0.97274595,0.000102462225,0.0043953764],"study_design_scores_gemma":[0.0010118274,0.0000620461,0.040522907,0.00009028472,0.000070840935,0.0000038845365,0.039203357,0.03512743,0.0000059714603,0.771424,0.11134011,0.0011373328],"about_ca_topic_score_codex":0.0005307117,"about_ca_topic_score_gemma":0.001976318,"teacher_disagreement_score":0.22492993,"about_ca_system_score_codex":0.00031730995,"about_ca_system_score_gemma":0.000037102258,"threshold_uncertainty_score":0.97087747},"labels":[],"label_agreement":null},{"id":"W4386159331","doi":"10.1109/csci58124.2022.00150","title":"Analyzing Climate Change Discussions on Reddit","year":2022,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Misinformation; Climate change; Skepticism; Leverage (statistics); Social media; Political science; Political economy of climate change; Politics; Viewpoints; Public relations; Computer science; World Wide Web; Ecology; Computer security; Epistemology","score_opus":0.5762360113696745,"score_gpt":0.4821781846375919,"score_spread":0.09405782673208263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386159331","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060064796,0.000063757296,0.000011158216,0.061435577,0.0004600282,0.00028839702,0.00005638119,0.00024491106,0.877375],"genre_scores_gemma":[0.9923782,0.002488507,0.000055698496,0.0013893675,0.00019015385,0.00014282754,0.000059996448,0.000006521877,0.00328873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913627,0.0003013219,0.00008300254,0.000104315055,0.00019940018,0.00017569232],"domain_scores_gemma":[0.9996088,0.000063870124,0.00003638,0.00021418296,0.000015037883,0.00006173895],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057005056,0.000041922143,0.000053525393,0.00007561062,0.002253123,0.000035258272,0.00022567227,0.000018243563,0.026492156],"category_scores_gemma":[0.000031455176,0.00003595175,0.00004422696,0.0003294368,0.000044348893,0.00008710102,0.00017541848,0.00012022661,0.00019991829],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004378261,0.00037202123,0.007681866,0.000007719342,0.000009155697,0.0000030411686,0.1464523,0.000027589394,0.00031644988,0.5543871,0.022939486,0.2677595],"study_design_scores_gemma":[0.00012343247,0.00005129338,0.010124153,0.000009698425,0.000006219967,3.576101e-7,0.06753078,0.00018072457,0.000002949074,0.00071173767,0.9211228,0.00013588388],"about_ca_topic_score_codex":0.0008115205,"about_ca_topic_score_gemma":0.0028527705,"teacher_disagreement_score":0.9323134,"about_ca_system_score_codex":0.0001285169,"about_ca_system_score_gemma":0.000008795794,"threshold_uncertainty_score":0.9990458},"labels":[],"label_agreement":null},{"id":"W4386161498","doi":"10.1080/14635240.2023.2248606","title":"Kenyan youth’s understanding of cancer and cancer risk: a qualitative study","year":2023,"lang":"en","type":"article","venue":"International Journal of Health Promotion and Education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of New Brunswick","funders":"","keywords":"Conceptualization; Kenya; Qualitative research; Cancer; Focus group; Population; Environmental health; Medicine; Sociology; Political science; Social science; Internal medicine","score_opus":0.6980617275161557,"score_gpt":0.629959392564263,"score_spread":0.06810233495189266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386161498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96802783,0.00086143904,0.0000950731,0.029357886,0.0011570954,0.00020344321,0.000025946973,0.000010384717,0.00026089125],"genre_scores_gemma":[0.9583646,0.041115128,0.000035116977,0.000085155276,0.00020391755,0.000012191647,0.000012035417,0.000004102302,0.00016776408],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855787,0.00060083903,0.00036707282,0.00007252784,0.0003178545,0.00008386182],"domain_scores_gemma":[0.99870896,0.000101568665,0.00064834976,0.000041813513,0.00042636137,0.00007294944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002533131,0.000046301728,0.000113973576,0.00026718125,0.0002614,0.00004123934,0.000099251825,0.00002853631,0.000110441986],"category_scores_gemma":[0.00015805564,0.000043430333,0.000021962736,0.00018483173,0.00008308424,0.00020898471,0.000022146416,0.00010288987,0.00000112409],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022632114,0.00024269724,0.04853841,0.000021315502,0.0000380559,8.368483e-8,0.8105675,0.000003715434,0.000015454281,0.0014283649,0.00035300577,0.13876879],"study_design_scores_gemma":[0.00036427623,0.00014425218,0.10590253,0.00022403963,0.000017721362,8.240366e-7,0.88860494,0.000040118422,0.000002190045,0.003610947,0.0010416724,0.00004651956],"about_ca_topic_score_codex":0.010152074,"about_ca_topic_score_gemma":0.00536254,"teacher_disagreement_score":0.13872227,"about_ca_system_score_codex":0.0003717641,"about_ca_system_score_gemma":0.0004843457,"threshold_uncertainty_score":0.9964394},"labels":[],"label_agreement":null},{"id":"W4386175113","doi":"10.1007/978-3-031-39330-3_7","title":"Growing Pro-ecojustice Dispositifs Through Science and Technology Education","year":2023,"lang":"en","type":"book-chapter","venue":"Sociocultural explorations of science education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Consumerism; Environmental ethics; Capitalism; Social connectedness; Political science; Power (physics); Public relations; Sociology; Psychology; Social psychology; Law","score_opus":0.30440032038810977,"score_gpt":0.4477093047298952,"score_spread":0.1433089843417854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386175113","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030851755,0.0013244684,0.000051515894,0.06625297,0.005365983,0.002158485,0.000047690773,0.0005166536,0.8934305],"genre_scores_gemma":[0.46002683,0.026283996,0.0063484297,0.00083835033,0.0015317383,0.00057627977,0.0004629473,0.00009120414,0.5038402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9974373,0.00003987036,0.00042431089,0.0005803917,0.0011648411,0.00035329603],"domain_scores_gemma":[0.99451256,0.00009732242,0.0004387406,0.00053338584,0.0042599584,0.0001580068],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0016432368,0.0002135065,0.00022233803,0.0009058133,0.0041723326,0.0003557366,0.0010224287,0.00026391362,0.000093198185],"category_scores_gemma":[0.001588083,0.00021493681,0.000050016424,0.0020791024,0.011959355,0.004190409,0.00025628734,0.0003219561,0.00012497624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000014217769,0.00005010163,0.000027796696,0.00003867917,0.0000037274706,3.2743145e-8,0.049324974,9.4053416e-7,0.0049365335,0.901481,0.00092606107,0.043208744],"study_design_scores_gemma":[0.00013836478,0.00009046241,0.00062791014,0.0010260873,0.00014259128,0.0000054461484,0.6049142,0.000051587256,0.00074397685,0.22116667,0.17025666,0.00083604705],"about_ca_topic_score_codex":0.00045043163,"about_ca_topic_score_gemma":0.0005951224,"teacher_disagreement_score":0.6803143,"about_ca_system_score_codex":0.0010678135,"about_ca_system_score_gemma":0.011784548,"threshold_uncertainty_score":0.9971241},"labels":[],"label_agreement":null},{"id":"W4386178467","doi":"10.1007/978-3-031-39330-3_3","title":"Tales of Struggle: Dust, Smoke, Urban Forests and Confidentiality of Research","year":2023,"lang":"en","type":"book-chapter","venue":"Sociocultural explorations of science education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Indignation; Media studies; Sociology; History; Political science; Law","score_opus":0.6042857469282701,"score_gpt":0.5261481650416688,"score_spread":0.07813758188660125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386178467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6403967,0.0012492168,0.000015065637,0.006313783,0.0017489586,0.0017521136,0.00031361863,0.00009546046,0.3481151],"genre_scores_gemma":[0.9151204,0.005939704,0.00014823441,0.000008135817,0.00019301259,0.000032605552,0.00020272193,0.000011903597,0.07834325],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99784356,0.00013405198,0.0004908148,0.00026570886,0.0010759935,0.00018989449],"domain_scores_gemma":[0.9958254,0.00026266972,0.00049795536,0.0003988902,0.002912053,0.00010299983],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00245298,0.00011349443,0.00023496973,0.00047796612,0.0009679211,0.00007348988,0.00057721854,0.00019962485,0.00020726134],"category_scores_gemma":[0.0006987517,0.00011048894,0.000076781595,0.0005971142,0.0093989195,0.0007476268,0.00015697449,0.00023612943,0.000013863003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060183943,0.00006835378,0.0008777889,0.00014412733,0.000012011161,2.343243e-8,0.15710212,0.0000014717543,0.0026018827,0.8319478,0.0027730833,0.0044652987],"study_design_scores_gemma":[0.00027940577,0.00019789087,0.033221804,0.0014737913,0.00009536724,9.18303e-7,0.7799146,0.000040254545,0.0017814173,0.16001204,0.022435771,0.00054673833],"about_ca_topic_score_codex":0.0032261976,"about_ca_topic_score_gemma":0.0071016103,"teacher_disagreement_score":0.6719358,"about_ca_system_score_codex":0.00018843976,"about_ca_system_score_gemma":0.001923501,"threshold_uncertainty_score":0.9932969},"labels":[],"label_agreement":null},{"id":"W4386219672","doi":"10.1175/jcli-d-23-0068.1","title":"Robust Human Influence across the Troposphere, Surface, and Ocean: A Multivariate Analysis","year":2023,"lang":"en","type":"article","venue":"Journal of Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada","funders":"Environment and Climate Change Canada; Woods Hole Oceanographic Institution","keywords":"Troposphere; Environmental science; Climatology; Multivariate statistics; Aerosol; Climate model; Atmospheric sciences; Sea surface temperature; Climate change; Greenhouse gas; Meteorology; Geography; Statistics; Geology; Oceanography; Mathematics","score_opus":0.23841367244173947,"score_gpt":0.4577338050729004,"score_spread":0.21932013263116093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386219672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99379814,0.0001119318,0.000016109645,0.0034061407,0.0000773397,0.00006913705,0.000015684542,0.000029855362,0.0024756384],"genre_scores_gemma":[0.9854429,0.013916373,0.00013286743,0.00014166786,0.000083467356,5.427925e-7,0.000005094248,0.0000066436164,0.00027045305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987012,0.0003151915,0.0003471258,0.000081554965,0.00030216353,0.00025275364],"domain_scores_gemma":[0.9988825,0.00024604273,0.00036625002,0.00018964657,0.00022472738,0.000090884074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002554944,0.00007233808,0.00019827027,0.000061009654,0.0011373953,0.00021333391,0.0003086947,0.000058625345,0.00021946573],"category_scores_gemma":[0.0001627972,0.00005010392,0.00012975662,0.0010161835,0.00024278017,0.00027632443,0.00011219267,0.000191284,0.000028114355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017076134,0.00019053984,0.6458271,0.00007286571,0.00077240577,0.00003749146,0.2942596,0.032362532,0.004846352,0.006271905,0.0024975233,0.012690887],"study_design_scores_gemma":[0.0004951001,0.000051184226,0.93680805,0.000044340613,0.00021204184,0.0000044065673,0.04225597,0.0016611067,0.00001045931,0.00061851967,0.017699432,0.00013937283],"about_ca_topic_score_codex":0.00061468,"about_ca_topic_score_gemma":0.0034581,"teacher_disagreement_score":0.29098096,"about_ca_system_score_codex":0.00004621421,"about_ca_system_score_gemma":0.000024062252,"threshold_uncertainty_score":0.874804},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4386373862","doi":"10.1386/jem_00093_2","title":"What is environmental media studies so far?","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Media","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Field (mathematics); Engineering ethics; Sociology; Work (physics); Political science; Media studies; Epistemology; Engineering; Philosophy; Mechanical engineering","score_opus":0.355311206368198,"score_gpt":0.4278438095285778,"score_spread":0.0725326031603798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386373862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97870773,0.0099414075,0.0000015067083,0.008299104,0.002494842,0.00010960806,0.000047217218,0.000025452813,0.00037315485],"genre_scores_gemma":[0.59211916,0.40632686,0.000053308027,0.00061655865,0.0005025735,0.000003459479,0.000021720647,0.000011732895,0.00034463906],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99822444,0.00020884846,0.00039432425,0.0001266189,0.00078475784,0.00026099826],"domain_scores_gemma":[0.998864,0.00045390136,0.00028100648,0.00018967513,0.000007369006,0.00020408095],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009066193,0.00012657378,0.00023012808,0.00014768436,0.00041754876,0.00008969216,0.00036591638,0.0000967507,0.0041717594],"category_scores_gemma":[0.00011580349,0.00011430666,0.00014718887,0.00013086818,0.0007308474,0.00072023366,0.00016054517,0.00023049867,0.0009808404],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052395495,0.0002943164,0.013137319,0.000012070641,0.00013744352,0.000052495056,0.6540177,0.0000055332866,0.015236025,0.00008708838,0.013911799,0.30305585],"study_design_scores_gemma":[0.000558776,0.00007243132,0.104550555,0.000075714066,0.000054198626,0.000013392571,0.53514177,0.000011706177,0.00026420012,0.00077799533,0.35827795,0.00020130737],"about_ca_topic_score_codex":0.000009207692,"about_ca_topic_score_gemma":0.00013785463,"teacher_disagreement_score":0.39638543,"about_ca_system_score_codex":0.00039745882,"about_ca_system_score_gemma":0.000022850389,"threshold_uncertainty_score":0.999797},"labels":[],"label_agreement":null},{"id":"W4386381247","doi":"10.1386/jem_00099_1","title":"Finding hope, resilience and imagining ways forward through climate fiction","year":2023,"lang":"en","type":"article","venue":"Journal of Environmental Media","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Storytelling; Climate change; Climate science; Psychological resilience; Sociology; Function (biology); Aesthetics; Environmental ethics; Psychology; Ecology; Social psychology; Narrative; Art; Literature; Philosophy","score_opus":0.25754162498400146,"score_gpt":0.399422458314822,"score_spread":0.14188083333082052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386381247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869855,0.0003534055,0.00007810754,0.0019717757,0.0005003885,0.000066849374,0.00001439767,0.000022973816,0.010006569],"genre_scores_gemma":[0.9390537,0.060028072,0.00052766816,0.00010252713,0.00022118757,0.0000016652267,0.000008145795,0.000006468804,0.00005054594],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99916005,0.0000817795,0.00021072864,0.00007458961,0.00030005784,0.00017276646],"domain_scores_gemma":[0.99946374,0.00019361636,0.00017503303,0.00007936092,0.000007635174,0.0000806396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007822344,0.000055901455,0.000096903044,0.00007485922,0.00037066278,0.0000427742,0.00013670277,0.000044354758,0.00041002198],"category_scores_gemma":[0.00013141961,0.000052646326,0.000040032937,0.00013434711,0.00020080057,0.000467964,0.00007654739,0.0001439105,0.000063734034],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015374737,0.00019614885,0.14046691,0.00004684653,0.000041557723,0.000056143694,0.52830976,0.00009992409,0.06385197,0.0026802083,0.0081557445,0.25594103],"study_design_scores_gemma":[0.0010530455,0.00017282864,0.59720504,0.0002284872,0.000058824677,0.000048468228,0.23745497,0.00036028423,0.00040139927,0.002189273,0.16050415,0.000323243],"about_ca_topic_score_codex":0.000022513901,"about_ca_topic_score_gemma":0.00005482415,"teacher_disagreement_score":0.45673814,"about_ca_system_score_codex":0.00010973813,"about_ca_system_score_gemma":0.000010554197,"threshold_uncertainty_score":0.4489453},"labels":[],"label_agreement":null},{"id":"W4386407824","doi":"10.1111/inm.13203","title":"Film as a pedagogical tool for climate change and mental health nursing education","year":2023,"lang":"en","type":"article","venue":"International Journal of Mental Health Nursing","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mental health; Climate change; Psychology; Relevance (law); Perspective (graphical); Nursing; Public relations; Medical education; Political science; Medicine; Psychiatry; Ecology; Computer science","score_opus":0.5585158838228718,"score_gpt":0.6060354107082693,"score_spread":0.04751952688539751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386407824","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39569607,0.0034402064,0.00015063134,0.58807886,0.007601347,0.0011713507,0.00018862968,0.0000763403,0.0035965485],"genre_scores_gemma":[0.918837,0.06788891,0.002051773,0.0077230507,0.0025006146,0.000040804876,0.0004974608,0.000031371805,0.0004290238],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9982594,0.0002331181,0.0004927663,0.00013336749,0.00055669516,0.00032463015],"domain_scores_gemma":[0.99892765,0.00009388238,0.00048710164,0.000069072914,0.00019688276,0.00022538968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015697678,0.000094872754,0.00017777323,0.0002767112,0.00090765464,0.00012261579,0.00023844861,0.000052973905,0.0001153626],"category_scores_gemma":[0.000065657885,0.00009797193,0.000083339386,0.00015372738,0.00015009467,0.0004225782,0.000027686923,0.00014650982,0.000016490294],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020731355,0.00032359152,0.0006322892,0.000032243894,0.000009804207,4.4748634e-7,0.17064857,6.804545e-7,0.000054308504,0.006839905,0.011426044,0.80982476],"study_design_scores_gemma":[0.0040965797,0.0016741942,0.038612437,0.013336854,0.000021306565,0.000465222,0.5790044,0.0017215703,0.000027018574,0.012280317,0.34821767,0.00054241024],"about_ca_topic_score_codex":0.00024860416,"about_ca_topic_score_gemma":0.00012289602,"teacher_disagreement_score":0.80928236,"about_ca_system_score_codex":0.0016329938,"about_ca_system_score_gemma":0.00047816895,"threshold_uncertainty_score":0.6981037},"labels":[],"label_agreement":null},{"id":"W4386505911","doi":"10.1177/10659129231194270","title":"Issue Responsiveness in Canadian Politics: Are Parties Responsive to the Public Salience of Climate Change in the Question Period?","year":2023,"lang":"en","type":"article","venue":"Political Research Quarterly","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Political science; Politics; Climate change; Elite; Government (linguistics); Public policy; Public administration; Political economy; Public relations; Sociology; Law; Psychology","score_opus":0.5159062364615182,"score_gpt":0.5598716785761435,"score_spread":0.043965442114625275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386505911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6105916,0.00005218073,4.3770683e-7,0.38225776,0.00008517506,0.0006317027,0.00007897563,0.000019727479,0.0062824506],"genre_scores_gemma":[0.9973575,0.00039236518,0.0000048313377,0.0013756813,0.00022707989,0.0004722594,0.000016445309,0.000008747404,0.00014507306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9908641,0.006129649,0.00028234097,0.00021050144,0.00084723934,0.0016661899],"domain_scores_gemma":[0.99617195,0.002374708,0.000032081552,0.0005204937,0.0004469254,0.0004538237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012189362,0.00008393644,0.00014311545,0.0008692687,0.0007508752,0.00022083454,0.00087503943,0.000101954814,0.00018013794],"category_scores_gemma":[0.0061254627,0.00006174455,0.00003670953,0.00226985,0.000793046,0.0002202394,0.0000711024,0.00039885336,0.0005317527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034925582,0.000031504413,0.015395876,0.000020647718,9.546019e-7,0.000016553613,0.19969217,3.4051232e-7,0.000017045419,0.7802149,0.00024852186,0.0043265545],"study_design_scores_gemma":[0.000091793016,0.00018688451,0.47972187,0.00013212918,0.0000012396355,0.0000012988763,0.4328895,0.00015089393,0.0000034991472,0.010990461,0.07574204,0.00008838086],"about_ca_topic_score_codex":0.6180663,"about_ca_topic_score_gemma":0.9635797,"teacher_disagreement_score":0.76922446,"about_ca_system_score_codex":0.0006206975,"about_ca_system_score_gemma":0.0006522437,"threshold_uncertainty_score":0.73331934},"labels":[],"label_agreement":null},{"id":"W4386604843","doi":"10.1002/mar.21894","title":"A systematic review on political ideology and persuasion","year":2023,"lang":"en","type":"review","venue":"Psychology and Marketing","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Persuasion; Ideology; Politics; Polarization (electrochemistry); Social psychology; Public relations; Psychology; Political science; Sociology; Law","score_opus":0.61491144794975,"score_gpt":0.5918966187852829,"score_spread":0.023014829164467066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386604843","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026999526,0.96128327,9.5018896e-7,0.0029438308,0.00021022129,0.0008305507,0.0000058996825,0.00006776459,0.034654845],"genre_scores_gemma":[0.00000452976,0.99700385,0.000014554579,0.0020729722,0.00009092147,0.00016286888,0.000027290047,0.000016735872,0.0006062875],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489415,0.004013397,0.0004287617,0.00029146782,0.000094278905,0.0002779613],"domain_scores_gemma":[0.9966127,0.0027624294,0.00021159212,0.00027381958,0.000027804408,0.00011161003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049907845,0.00015679665,0.0010058621,0.00012226118,0.00036781325,0.00002324632,0.0001731994,0.00033097813,0.00017034498],"category_scores_gemma":[0.0035196457,0.0001249864,0.00010479648,0.00017319585,0.00028455583,0.000023313187,0.00009282035,0.00031342308,0.00014584011],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039001497,0.000014051369,0.0000035132691,0.76357675,0.000034881305,0.000003479666,0.00043981965,9.430007e-11,1.82745e-8,0.009071934,0.0008374766,0.22601418],"study_design_scores_gemma":[0.00005103816,0.000018678156,0.000020270712,0.4691137,0.0004397638,0.000028826566,0.00047820277,3.2708758e-7,1.6466305e-10,0.0002679206,0.52944934,0.00013193012],"about_ca_topic_score_codex":0.00002358168,"about_ca_topic_score_gemma":0.00006408072,"teacher_disagreement_score":0.52861184,"about_ca_system_score_codex":0.000037668557,"about_ca_system_score_gemma":0.000026970527,"threshold_uncertainty_score":0.50967973},"labels":[],"label_agreement":null},{"id":"W4386609991","doi":"10.1007/s13222-023-00454-1","title":"The InsightsNet Climate Change Corpus (ICCC)","year":2023,"lang":"en","type":"article","venue":"Datenbank-Spektrum","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Technische Universität Darmstadt; Bundesministerium für Bildung und Forschung","keywords":"Modalities; Computer science; Process (computing); Multitude; Corpus linguistics; Natural language processing; Linguistics; Climate change; Artificial intelligence; Sociology; Political science; Ecology","score_opus":0.6584476318704037,"score_gpt":0.46637665389764155,"score_spread":0.19207097797276212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386609991","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3884698,0.0033635811,0.000016571392,0.18495442,0.0074805287,0.0024747243,0.00076308526,0.003233559,0.40924373],"genre_scores_gemma":[0.839597,0.15206936,0.000028693308,0.0017642948,0.0012466039,0.00022843246,0.00089648966,0.000043626755,0.004125497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981487,0.00037574428,0.00023712641,0.00022870176,0.00038291255,0.000626819],"domain_scores_gemma":[0.9987242,0.00029616547,0.000112012756,0.0006478655,0.00008747222,0.00013226178],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014202897,0.00013135817,0.00013475565,0.0001024952,0.0023895307,0.0002757509,0.0007492591,0.0001205578,0.00072537747],"category_scores_gemma":[0.00013061157,0.00009954855,0.00007671428,0.0008213893,0.0003621483,0.0003002377,0.00030119697,0.00018615609,0.0047800993],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001009287,0.00012013038,0.018939748,0.00004364404,0.0000471871,0.000024770234,0.1123004,0.000002117439,0.0005551177,0.38969582,0.10015946,0.37801066],"study_design_scores_gemma":[0.0001672314,0.000021007838,0.035650935,0.00002079372,0.000009513273,0.0000010754698,0.006267927,0.00020886288,0.00001551681,0.0023006364,0.95517707,0.0001594436],"about_ca_topic_score_codex":0.0013159416,"about_ca_topic_score_gemma":0.014009193,"teacher_disagreement_score":0.8550176,"about_ca_system_score_codex":0.00008253374,"about_ca_system_score_gemma":0.00003130178,"threshold_uncertainty_score":0.99890924},"labels":[],"label_agreement":null},{"id":"W4386734502","doi":"10.1146/annurev-environ-112321-095011","title":"Exploring Alternative Futures in the Anthropocene","year":2023,"lang":"en","type":"article","venue":"Annual Review of Environment and Resources","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McGill University","funders":"Svenska Forskningsrådet Formas; Vetenskapsrådet; James Cook University; Australian Government","keywords":"Anthropocene; Futures contract; Futures studies; Scenario planning; Environmental ethics; Paradigm shift; Humanity; Sociology; Epistemology; Engineering ethics; Political science; Computer science; Economics; Management","score_opus":0.4886358142828227,"score_gpt":0.4392327336352442,"score_spread":0.049403080647578534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386734502","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9161665,0.05379891,7.1098106e-7,0.014058122,0.00005242151,0.00026069186,0.000011289157,0.000014209375,0.015637144],"genre_scores_gemma":[0.2767181,0.72285694,0.000005340618,0.00027365907,0.00005712111,0.000020470703,0.0000063478255,0.0000017744306,0.000060234706],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992939,0.00024435355,0.00011773632,0.00007068744,0.00018699748,0.000086309126],"domain_scores_gemma":[0.9996941,0.00012401484,0.000050504786,0.000108254,0.0000050353947,0.00001809003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000886239,0.000041088075,0.00008680621,0.000033859233,0.00018236543,0.000008290029,0.0001566802,0.0000138247815,0.0002015012],"category_scores_gemma":[0.000051192033,0.000026411746,0.000026479423,0.00013331191,0.00021824388,0.00008997806,0.00005190096,0.000050845087,0.000023219243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007470827,0.00007433046,0.00737257,0.0006746674,0.000011038841,0.000003188682,0.4602479,0.000006025991,0.000033591394,0.0021872302,0.00243937,0.5269426],"study_design_scores_gemma":[0.00005547273,0.00002208871,0.07687743,0.0007395666,0.000006879334,1.9463576e-7,0.13274002,0.000003146814,0.0000044035237,0.00013129892,0.7893689,0.000050553837],"about_ca_topic_score_codex":0.00031722913,"about_ca_topic_score_gemma":0.000104609935,"teacher_disagreement_score":0.78692955,"about_ca_system_score_codex":0.000009465744,"about_ca_system_score_gemma":0.0000020704433,"threshold_uncertainty_score":0.22062969},"labels":[],"label_agreement":null},{"id":"W4386836800","doi":"10.1177/237946152100700210","title":"Institutional Policies for a Healthy Anthropocene Society","year":2021,"lang":"en","type":"article","venue":"Behavioral Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anthropocene; Epoch (astronomy); Corporate governance; Capitalism; Environmental ethics; Paradigm shift; Political science; Sociology; Business; Economics; Management; Politics; Epistemology; Law; Computer science","score_opus":0.668338964024824,"score_gpt":0.6089599643938186,"score_spread":0.05937899963100535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386836800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92361826,0.00015266646,0.0002442101,0.056830097,0.0004300553,0.0003484765,0.00009559215,0.00012877902,0.018151853],"genre_scores_gemma":[0.9913114,0.0018711278,0.002492111,0.0029584616,0.00059956627,0.00005733484,0.000044251472,0.0000064806113,0.0006593064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998555,0.0000501637,0.00016660504,0.00024814135,0.0004650352,0.0005150445],"domain_scores_gemma":[0.99897873,0.000035116886,0.00006217812,0.00026281757,0.00041735813,0.00024379566],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000715958,0.00008237885,0.00010450433,0.000093027156,0.0034500493,0.00021636208,0.00042794016,0.00007213635,0.00036308437],"category_scores_gemma":[0.00020890318,0.00008554329,0.00011728365,0.0014355698,0.002520321,0.0004605521,0.00013137849,0.00008398744,0.000031735224],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026854592,0.0009902156,0.013577603,0.000027744774,0.000004284555,0.0000018387132,0.11528105,0.000010117589,0.036171097,0.63149464,0.0057276054,0.19668694],"study_design_scores_gemma":[0.00080230914,0.00015871953,0.097978786,0.00003945849,0.000022304383,0.000012446001,0.04367555,0.00013718383,0.001487457,0.0042956993,0.850913,0.0004770899],"about_ca_topic_score_codex":0.014820941,"about_ca_topic_score_gemma":0.006273509,"teacher_disagreement_score":0.8451854,"about_ca_system_score_codex":0.0007074364,"about_ca_system_score_gemma":0.0035587223,"threshold_uncertainty_score":0.9978473},"labels":[],"label_agreement":null},{"id":"W4386836971","doi":"10.1177/237946151500100206","title":"Improving the communication of uncertainty in climate science and intelligence analysis","year":2015,"lang":"en","type":"article","venue":"Behavioral Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Meaning (existential); Intelligence analysis; Computer science; Science communication; Data science; Psychology; Artificial intelligence; Linguistics; Political science; Science education; Mathematics education; Computer security","score_opus":0.5067543458763137,"score_gpt":0.5352982514908186,"score_spread":0.028543905614504816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386836971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909214,0.00008776155,0.000028365102,0.003456351,0.00003626374,0.00020535557,0.000005720884,0.000021879041,0.0052369395],"genre_scores_gemma":[0.99846745,0.0011072941,0.00023320454,0.00012995265,0.000018071187,0.000014600686,0.000002341984,0.000002392439,0.000024667397],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981189,0.00019211964,0.00025188032,0.00022329648,0.000831673,0.00038213443],"domain_scores_gemma":[0.99834913,0.0000701215,0.00016442062,0.00061178656,0.0006166877,0.00018784808],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008569151,0.000069653586,0.00012315965,0.00071986485,0.0010595788,0.00021893495,0.0014654653,0.000036721325,0.00002394934],"category_scores_gemma":[0.0009381305,0.00005458095,0.000029515844,0.008895872,0.0069364063,0.0007244925,0.00053628755,0.000117349955,0.0000047797766],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020044978,0.00020754368,0.12658082,0.00000630564,0.0000024578467,3.2621293e-7,0.32237554,0.000440546,0.005311927,0.096950814,0.0000142789595,0.44808942],"study_design_scores_gemma":[0.0004034707,0.00018231518,0.61042565,0.00007158684,0.00015796087,0.000002950882,0.34821585,0.030689664,0.0008642731,0.004238778,0.004152212,0.0005952813],"about_ca_topic_score_codex":0.14871444,"about_ca_topic_score_gemma":0.056079462,"teacher_disagreement_score":0.48384485,"about_ca_system_score_codex":0.00060752075,"about_ca_system_score_gemma":0.00115643,"threshold_uncertainty_score":0.99576616},"labels":[],"label_agreement":null},{"id":"W4387015341","doi":"10.35122/001c.87737","title":"Suppression of environmental health scientists: real-world examples as a basis for action","year":2023,"lang":"en","type":"article","venue":"The Journal of Scientific Practice and Integrity","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Public relations; Conversation; Action (physics); Harassment; Excellence; Work (physics); Public health; Political science; Sociology; Psychology; Engineering ethics; Medicine; Social psychology; Engineering; Law","score_opus":0.493600845711374,"score_gpt":0.5155512102345086,"score_spread":0.021950364523134536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387015341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613787,0.00028679016,0.00010515944,0.03266717,0.0011842811,0.0002711487,0.000059385115,0.000016163642,0.0040312116],"genre_scores_gemma":[0.96896815,0.028467907,0.00037229393,0.00016407424,0.000106341606,0.0000024870005,0.000012633811,0.000004078886,0.0019020456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829614,0.000693949,0.00030755022,0.0000906656,0.0004611419,0.00015055497],"domain_scores_gemma":[0.99761546,0.0013245236,0.0006256421,0.00017988237,0.00016525651,0.00008923648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012873916,0.00005062854,0.0001193199,0.0002056735,0.0012990773,0.0001382144,0.00028013595,0.000034193115,0.00027311553],"category_scores_gemma":[0.0015138958,0.000034816356,0.000055962933,0.00047367226,0.0005964379,0.00080218015,0.00007046941,0.00022487773,0.000013930517],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001406332,0.0009758194,0.0028167048,0.00019314206,0.00009052026,0.0000017166836,0.30328226,0.000008810157,0.16147915,0.013005119,0.1529962,0.36374423],"study_design_scores_gemma":[0.00034197682,0.00022137792,0.023311526,0.00018156812,0.00006546062,0.000017935043,0.2447883,0.00015019494,0.0012114221,0.002342533,0.72727835,0.00008936104],"about_ca_topic_score_codex":0.0021496562,"about_ca_topic_score_gemma":0.0032696815,"teacher_disagreement_score":0.5742821,"about_ca_system_score_codex":0.00013988103,"about_ca_system_score_gemma":0.00019334485,"threshold_uncertainty_score":0.9991584},"labels":[],"label_agreement":null},{"id":"W4387058652","doi":"10.1177/20570473231202072","title":"Public narratives of the relationship between post-pandemic economic recovery and decarbonization: A case study of Toronto’s media sphere","year":2023,"lang":"en","type":"article","venue":"Communication and the Public","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Economic recovery; Narrative; Thematic analysis; Recession; Political science; Climate change; Pandemic; Coronavirus disease 2019 (COVID-19); Public sphere; Political economy; Economic growth; Development economics; Qualitative research; Sociology; Economics; Social science","score_opus":0.5191029861354844,"score_gpt":0.4239771856275295,"score_spread":0.09512580050795494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387058652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725943,0.0013748364,0.00000400312,0.01998739,0.00006607047,0.00046130404,0.000016785201,0.000043860346,0.005451411],"genre_scores_gemma":[0.9945072,0.0051753046,0.000018216448,0.000048118232,0.000029466555,0.000042977183,0.00004484607,0.000007569008,0.00012628132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99745774,0.0018583768,0.00032927486,0.00010685812,0.00013842559,0.000109312256],"domain_scores_gemma":[0.9963687,0.0023015083,0.0002969248,0.0007970975,0.0001778475,0.000057935744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021221237,0.000073663025,0.00016186977,0.00005233031,0.0010352299,0.00010668365,0.00055309536,0.00007515514,0.00014760546],"category_scores_gemma":[0.001194401,0.000052197673,0.000040018334,0.00030865654,0.0007528373,0.0004272912,0.00038361683,0.00013481065,0.0000031156762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012970989,0.000053631655,0.6446684,0.0000108161585,0.000033365934,1.2325683e-7,0.2782652,0.0000012232282,0.000003990969,0.067051716,0.000109267334,0.009789272],"study_design_scores_gemma":[0.0009620428,0.000027706528,0.5238108,0.000021142412,0.00002691311,0.000009305401,0.46588334,0.00011481398,2.9854885e-7,0.0064858296,0.0025735258,0.00008426732],"about_ca_topic_score_codex":0.0065188035,"about_ca_topic_score_gemma":0.2438932,"teacher_disagreement_score":0.2373744,"about_ca_system_score_codex":0.00007757468,"about_ca_system_score_gemma":0.00013236368,"threshold_uncertainty_score":0.9854525},"labels":[],"label_agreement":null},{"id":"W4387194526","doi":"10.1007/978-3-031-40747-5_14","title":"Evaluation and Analysis of Literature for COVID-19 and Climate Change","year":2023,"lang":"en","type":"book-chapter","venue":"Key challenges in geography","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Climate change; Political science; Adaptation (eye); Work (physics); Affect (linguistics); Development economics; Geography; Sociology; Economics; Psychology; Medicine; Ecology","score_opus":0.6112780925600597,"score_gpt":0.48359697907213955,"score_spread":0.12768111348792016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387194526","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036327674,0.37356356,0.000012766372,0.030206284,0.00066881237,0.0054510986,0.0034767194,0.00029248025,0.58269554],"genre_scores_gemma":[0.01494715,0.982848,0.000084773674,0.00016986855,0.00013125804,0.00026303294,0.00087126676,0.000025090361,0.0006595724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998576,0.00018216309,0.00027829388,0.00036405146,0.00040897253,0.00019054647],"domain_scores_gemma":[0.9985828,0.00047780116,0.00023537666,0.00031510973,0.00027156,0.00011735359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003270286,0.00017290429,0.00040104814,0.0015979173,0.00021780649,0.00004664686,0.00016134964,0.0004374496,0.00014449243],"category_scores_gemma":[0.00020310607,0.00018434448,0.00018595817,0.0003532732,0.00029527216,0.00010035882,0.00009949418,0.00015782345,0.0000013644892],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061089115,0.000045330497,0.0047122054,0.0011372017,0.00069001026,0.0000015780935,0.21698882,0.0000036014358,0.0000017061478,0.38569945,0.000088086614,0.39057094],"study_design_scores_gemma":[0.0022649087,0.00032871985,0.11512802,0.0019994834,0.006324129,0.000001280518,0.026655631,0.0019902454,2.2674375e-7,0.2223263,0.6215654,0.001415643],"about_ca_topic_score_codex":0.00018145052,"about_ca_topic_score_gemma":0.034443695,"teacher_disagreement_score":0.62147737,"about_ca_system_score_codex":0.000059271584,"about_ca_system_score_gemma":0.00003119923,"threshold_uncertainty_score":0.9831752},"labels":[],"label_agreement":null},{"id":"W4387253295","doi":"10.1080/17524032.2023.2259623","title":"Extreme Weather Events as Teachable Moments: Catalyzing Climate Change Learning and Action Through Conversation","year":2023,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Royal Bank of Canada","keywords":"Teachable moment; Extreme weather; Climate change; Context (archaeology); Vulnerability (computing); Conversation; Action (physics); Health communication; Psychology; Computer science; Public relations; Political science; Geography; Computer security","score_opus":0.43924041376068973,"score_gpt":0.42985727677790514,"score_spread":0.00938313698278459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387253295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708671,0.00078786747,0.000044684686,0.0059950096,0.00013143786,0.00066016504,0.000013994163,0.00034627682,0.021153444],"genre_scores_gemma":[0.8759804,0.12166866,0.00012493353,0.00013756027,0.000053774864,0.00012086758,0.0007031835,0.000019391138,0.0011912617],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857295,0.0005545844,0.00018085464,0.00018713844,0.0002630453,0.00024145578],"domain_scores_gemma":[0.99932474,0.000107274805,0.00015082196,0.00034982755,0.000008404965,0.000058954833],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00079696655,0.00010986101,0.000100459154,0.0000799543,0.0013680079,0.00005659827,0.00022324537,0.00010138731,0.0007815427],"category_scores_gemma":[0.000041980948,0.00013043029,0.00003499337,0.00018392783,0.00016834769,0.00085695664,0.00027940568,0.00020712415,0.0009067839],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008810559,0.00034691868,0.2316899,0.000060253224,0.00005312053,0.0000010952435,0.50189793,0.00002369319,0.01945438,0.0057990695,0.00035299826,0.24023254],"study_design_scores_gemma":[0.00131269,0.000118304386,0.20079437,0.00020343342,0.000065060536,0.000004250497,0.36420995,0.0018924875,0.00034709653,0.0039592045,0.4264436,0.0006495396],"about_ca_topic_score_codex":0.0013861613,"about_ca_topic_score_gemma":0.00045438428,"teacher_disagreement_score":0.4260906,"about_ca_system_score_codex":0.00032317333,"about_ca_system_score_gemma":0.0000061607834,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W4387388262","doi":"10.3109/a036854","title":"Science at the supermarket: A comparison of what appears in the popular press, experts' advice to readers, and what students want to know","year":2001,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Scientific literacy; Journalism; Public relations; Advice (programming); Popular science; Science communication; Media literacy; Literacy; Sociology; Psychology; Science education; Library science; Political science; Medical education; Media studies; Pedagogy; Computer science; Medicine","score_opus":0.4662405871462212,"score_gpt":0.4757859517315292,"score_spread":0.009545364585308025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387388262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9370896,0.001434321,0.00021916028,0.055773716,0.00026312974,0.0006876861,0.0000021377655,0.00002004537,0.004510188],"genre_scores_gemma":[0.9890702,0.010081815,0.00009813735,0.0006221491,0.000016106505,0.00001680906,0.0000011744314,0.0000039207803,0.00008969128],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99700236,0.00024682702,0.00028172403,0.0003253689,0.001680796,0.00046289113],"domain_scores_gemma":[0.9987953,0.00022881423,0.00011319447,0.00050116575,0.00017164163,0.00018989653],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.007027174,0.000093256596,0.00015437674,0.00040202303,0.0018958008,0.001769384,0.0022767321,0.00003377953,0.00005905536],"category_scores_gemma":[0.0005688871,0.000063805805,0.000025191617,0.0034740805,0.004759128,0.0033382867,0.00063331035,0.00009113442,0.000002526945],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035769124,0.0001921994,0.037860144,0.00001377632,0.0000027412466,5.005908e-7,0.931958,0.000018062563,0.0049391496,0.010556545,0.00089147023,0.013531604],"study_design_scores_gemma":[0.00012998837,0.00005920589,0.006751509,0.00018787978,0.0000034317272,0.0000018622067,0.9674837,0.0002959218,0.00007884312,0.00020414173,0.024705723,0.00009781412],"about_ca_topic_score_codex":0.0012586949,"about_ca_topic_score_gemma":0.010738321,"teacher_disagreement_score":0.055151567,"about_ca_system_score_codex":0.0006353502,"about_ca_system_score_gemma":0.0001991493,"threshold_uncertainty_score":0.9994036},"labels":[],"label_agreement":null},{"id":"W4387526456","doi":"10.1371/journal.pone.0291303","title":"Estimating climate change and mental health impacts in Canada: A cross-sectional survey protocol","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; Killam Trusts; Alberta Innovates - Health Solutions; ArcticNet","keywords":"Psychosocial; Mental health; Climate change; Cross-sectional study; Population; Descriptive statistics; Stratified sampling; Environmental health; Medicine; Psychology; Geography; Demography; Statistics; Psychiatry; Ecology","score_opus":0.6814302069351575,"score_gpt":0.49378624996470305,"score_spread":0.1876439569704545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387526456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845135,0.000010238694,1.8090853e-7,0.0022770346,0.00004282689,0.012459328,0.00015523228,0.00005410729,0.0004875338],"genre_scores_gemma":[0.98370945,0.00048566936,0.00020290718,0.00040026908,0.00014106766,0.0147740925,0.00022297748,0.000011265714,0.000052316194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884415,0.00026561596,0.00017984059,0.00012271525,0.0003014847,0.00028617648],"domain_scores_gemma":[0.999571,0.000103178085,0.00008045724,0.00009173316,0.000043973818,0.000109625515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001495155,0.000054913715,0.00010677152,0.000064736036,0.00051064,0.000067813664,0.00009159801,0.00002996922,0.00019513108],"category_scores_gemma":[0.00018596285,0.000059969898,0.00000811873,0.00032568013,0.00005121807,0.00014486593,0.00007358987,0.00009084798,0.000021497364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001412768,0.00006623143,0.99157524,0.00007960351,0.0000029228056,3.052839e-7,0.00720824,7.903964e-7,0.00004532052,0.000029461242,0.000068973066,0.0009087601],"study_design_scores_gemma":[0.0002477995,0.000017559125,0.99644196,0.00008841934,3.4648812e-7,1.6004408e-7,0.00074116146,0.002278269,0.0000024260846,0.000020330155,0.0001016223,0.000059949096],"about_ca_topic_score_codex":0.9256559,"about_ca_topic_score_gemma":0.9967443,"teacher_disagreement_score":0.0710884,"about_ca_system_score_codex":0.0006757187,"about_ca_system_score_gemma":0.00035534715,"threshold_uncertainty_score":0.39274815},"labels":[],"label_agreement":null},{"id":"W4387815862","doi":"10.14201/candb.v12i147-159","title":"“Everything Is Awe-ful: A Conversation on Climate Change Fiction” – with Rebecca Campbell","year":2023,"lang":"en","type":"article","venue":"Canada and Beyond A Journal of Canadian Literary and Cultural Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Conversation; Psychology; History; Psychoanalysis; Media studies; Sociology; Communication","score_opus":0.24610782433163275,"score_gpt":0.3572566350510589,"score_spread":0.11114881071942617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387815862","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9283319,0.0070056636,1.1303556e-7,0.058116548,0.000346117,0.00013584668,0.00009637651,0.0000117133895,0.00595571],"genre_scores_gemma":[0.90485436,0.08710133,0.000014003891,0.0069232145,0.00028896471,0.000005890604,0.000018334675,0.0000050425874,0.00078885915],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993021,0.00007166098,0.00015051373,0.00008665704,0.00018669215,0.00020239643],"domain_scores_gemma":[0.9993412,0.000071722934,0.00010834047,0.000049174672,0.00018753525,0.00024204419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022815035,0.00008644091,0.00014240679,0.00017184018,0.00089760695,0.000121982135,0.00006417235,0.0000358768,0.0000425819],"category_scores_gemma":[0.00003298704,0.000061498846,0.0000212914,0.00035357184,0.000118585755,0.0005618265,0.000014465893,0.00011656561,9.055486e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001338531,0.000012745505,0.014405084,0.0001707311,0.00019970705,0.00016522006,0.740594,0.0000018936823,0.00004199848,0.0049598864,0.166762,0.07255286],"study_design_scores_gemma":[0.00029996163,0.00011658959,0.01692082,0.0002097337,0.000031702584,0.000029695919,0.13980457,0.0000083593395,0.000004504126,0.00022083383,0.84220904,0.00014416064],"about_ca_topic_score_codex":0.5101531,"about_ca_topic_score_gemma":0.9786673,"teacher_disagreement_score":0.67544705,"about_ca_system_score_codex":0.00016977462,"about_ca_system_score_gemma":0.0001848594,"threshold_uncertainty_score":0.6903758},"labels":[],"label_agreement":null},{"id":"W4387901173","doi":"10.1093/eurpub/ckad160.1103","title":"Canadian Adolescents Perceptions of Survey Questions about Climate Emotions and Coping Strategies","year":2023,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Worry; Psychology; Coping (psychology); Perception; Thematic analysis; Focus group; Brainstorming; Climate change; Preference; Social psychology; Developmental psychology; Applied psychology; Clinical psychology; Qualitative research; Anxiety; Sociology; Social science","score_opus":0.5096926722128309,"score_gpt":0.46779147091297707,"score_spread":0.04190120129985381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387901173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9208097,0.0003779181,0.0019580196,0.056496684,0.0006534484,0.00024898615,0.00028162557,0.00008711426,0.019086502],"genre_scores_gemma":[0.97655916,0.022795977,0.00012365657,0.00026705515,0.00011751925,4.471251e-7,0.000045474688,0.000011016392,0.000079662466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934448,0.005451025,0.0004651835,0.00007644854,0.000211499,0.0003510145],"domain_scores_gemma":[0.99847054,0.00008717091,0.0003044358,0.00014017592,0.0004075624,0.00059008104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014494478,0.0000612629,0.00014700879,0.00043446597,0.0009399303,0.00016844741,0.00024342233,0.000022732362,0.00018981016],"category_scores_gemma":[0.0004603372,0.00006263439,0.000043060994,0.000594325,0.00017163508,0.00034713224,0.000039550887,0.00020009083,0.000051874733],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000058337605,0.00020215807,0.5573863,0.00026070158,0.000039392362,0.000013905433,0.20130207,0.000072984025,0.000094689676,0.012907736,0.015222791,0.21249148],"study_design_scores_gemma":[0.00012460884,0.000045875975,0.9477634,0.0001712804,0.0000022541503,0.0000042774896,0.029572532,0.000021513779,1.5459154e-8,0.000028594948,0.02221778,0.00004790222],"about_ca_topic_score_codex":0.061330877,"about_ca_topic_score_gemma":0.49120322,"teacher_disagreement_score":0.42987233,"about_ca_system_score_codex":0.00023313086,"about_ca_system_score_gemma":0.0013734637,"threshold_uncertainty_score":0.9449198},"labels":[],"label_agreement":null},{"id":"W4387982675","doi":"10.3138/cjc-2022-0056","title":"Science virale : comment la COVID-19 a changé la représentation médiatique de la science","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Politics; Political science; Media studies; Sociology; Virology; Medicine; Law; Infectious disease (medical specialty)","score_opus":0.2998759814320317,"score_gpt":0.5023631476174725,"score_spread":0.20248716618544077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387982675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62868947,0.0005436814,0.00071703806,0.15931043,0.0003526254,0.0004521555,0.000023747472,0.00011231629,0.2097985],"genre_scores_gemma":[0.99157387,0.005301903,0.00062751904,0.0021964519,0.00005579997,0.000011069778,0.000013221049,0.000008295747,0.00021189015],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972064,0.0016276678,0.0002867124,0.000113795715,0.000437325,0.00032809802],"domain_scores_gemma":[0.99686366,0.0009908832,0.00030095302,0.00056154066,0.00042666192,0.0008562766],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.016103297,0.00007272821,0.00010762182,0.0011441668,0.0024607272,0.0005255478,0.001677258,0.0000888342,0.00016213015],"category_scores_gemma":[0.0036703583,0.00008022359,0.00004843293,0.0025397565,0.0035947843,0.0007058223,0.00009814756,0.00032024534,0.000025770492],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023529143,0.00008628966,0.020792833,0.00002829501,0.000013809461,0.000023971641,0.5693841,0.00050755066,0.0067124744,0.3479442,0.020957083,0.03352584],"study_design_scores_gemma":[0.00043470447,0.000042894804,0.04910836,0.00010073072,0.000015530291,0.00005030141,0.06665062,0.0007313416,0.00011414104,0.009386647,0.8731877,0.00017702005],"about_ca_topic_score_codex":0.036320392,"about_ca_topic_score_gemma":0.070545845,"teacher_disagreement_score":0.8522306,"about_ca_system_score_codex":0.0016652702,"about_ca_system_score_gemma":0.011834729,"threshold_uncertainty_score":0.99911684},"labels":[],"label_agreement":null},{"id":"W4388019034","doi":"10.5751/es-14382-280410","title":"Heterogeneity in climate change beliefs across New Zealand’s rural sector","year":2023,"lang":"en","type":"article","venue":"Ecology and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Agriculture; Interpersonal communication; Scale (ratio); Survey data collection; Geography; Socioeconomics; Psychology; Economics; Social psychology; Ecology","score_opus":0.31793709403522624,"score_gpt":0.4478330675964186,"score_spread":0.12989597356119237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388019034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990081,0.000085137035,2.757013e-7,0.008416299,0.0002663131,0.00015553899,0.00002179621,0.000101150785,0.00087245886],"genre_scores_gemma":[0.96731824,0.030138273,0.000024645564,0.0013363147,0.00029181057,0.000036388472,0.000053485543,0.0000057014754,0.0007951592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991982,0.00015037088,0.00010662532,0.00011871738,0.0000661499,0.00035992882],"domain_scores_gemma":[0.9996484,0.00011115662,0.00003534363,0.000107322085,0.00001594992,0.00008181854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079196243,0.00006180897,0.00011095995,0.000016680166,0.0006104052,0.000030416075,0.00011555292,0.00019571924,0.00028387769],"category_scores_gemma":[0.000027982698,0.0000639903,0.0000593309,0.00022871034,0.00017863559,0.000111066234,0.00012206986,0.00013279266,0.00012635301],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005900848,0.000022217006,0.69429934,0.0000069652456,0.0000057610546,8.6190624e-7,0.29497376,6.987551e-7,0.00006207592,0.0005018116,0.0052618957,0.0048587215],"study_design_scores_gemma":[0.000313361,0.000017334714,0.95721805,0.0000069666535,0.000001903822,4.70311e-7,0.021102125,0.00005644404,0.000002243328,0.00033934912,0.020868463,0.000073263516],"about_ca_topic_score_codex":0.0024282704,"about_ca_topic_score_gemma":0.08377852,"teacher_disagreement_score":0.27387163,"about_ca_system_score_codex":0.00006415639,"about_ca_system_score_gemma":0.00002339536,"threshold_uncertainty_score":0.9329401},"labels":[],"label_agreement":null},{"id":"W4388025166","doi":"10.1080/07350198.2023.2219495","title":"<i>Proleptic Logics in Media Coverage of the IPCC Sixth Assessment Report</i>","year":2023,"lang":"en","type":"article","venue":"Rhetoric Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Mitacs; Canada Research Chairs","keywords":"Rhetorical question; Action (physics); Feeling; Psychology; Sociology; Science communication; Public relations; Political science; Social psychology; Pedagogy; Science education; Literature; Art","score_opus":0.4820083538594555,"score_gpt":0.5063524760002199,"score_spread":0.024344122140764424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388025166","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094689764,0.08747164,0.00014204586,0.067863435,0.0044010966,0.004127715,0.00003372752,0.0003574699,0.7409131],"genre_scores_gemma":[0.29323158,0.7052448,0.000025998836,0.0005542907,0.000067746485,0.000045527377,0.000028167999,0.0000051709617,0.0007967427],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985402,0.00049866043,0.0003589323,0.00011082804,0.0003553836,0.00013596326],"domain_scores_gemma":[0.9990123,0.00022647541,0.00020984223,0.00045142602,0.00006480159,0.000035153043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024678158,0.000058780908,0.00020058811,0.00003115029,0.00011824296,0.000012508314,0.0003281619,0.000045570632,0.00048719582],"category_scores_gemma":[0.0006820508,0.000040938117,0.000086610096,0.0011063718,0.000065762055,0.000054369484,0.00009564931,0.00011914584,0.00007062455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068265213,0.00047925636,0.10189199,0.0055013243,0.000037994014,0.000059828486,0.0354273,0.000034761655,0.00055373437,0.08540745,0.084854834,0.6857447],"study_design_scores_gemma":[0.00009574105,0.000007796997,0.078096874,0.0015098574,0.000020756821,0.0000022460495,0.00058858,0.0000213034,0.000001791295,0.0015114418,0.9180507,0.00009288554],"about_ca_topic_score_codex":0.00032209992,"about_ca_topic_score_gemma":0.0013912771,"teacher_disagreement_score":0.83319587,"about_ca_system_score_codex":0.00014916858,"about_ca_system_score_gemma":0.000113822425,"threshold_uncertainty_score":0.5334453},"labels":[],"label_agreement":null},{"id":"W4388146394","doi":"10.24124/c677/20211713","title":"The Thermostat is Rising Again: Canadian's Belief in Anthropogenic Climate Change","year":2022,"lang":"en","type":"article","venue":"Canadian Political Science Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Conestoga College","funders":"","keywords":"Public opinion; Climate change; Political science; Humanities; Geography; Politics; Law; Art","score_opus":0.37777489436326617,"score_gpt":0.4655806173906432,"score_spread":0.08780572302737705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388146394","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008922373,0.057173368,4.4726033e-7,0.7064706,0.00070651463,0.001580837,0.00036050484,0.0000401283,0.22474521],"genre_scores_gemma":[0.77292943,0.17449018,0.0000064972096,0.05223629,0.00009708223,0.0001087752,0.000011621595,0.000009458453,0.000110663845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960862,0.0005060874,0.00025677087,0.00027694667,0.00050881226,0.00236522],"domain_scores_gemma":[0.9970628,0.00014677054,0.00004988868,0.00046934548,0.000093612514,0.002177581],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005449482,0.00010316597,0.00015986369,0.00021973364,0.0064558163,0.00017433321,0.0011610267,0.000036379734,0.00408707],"category_scores_gemma":[0.0006048199,0.000089393594,0.000068052046,0.001861601,0.0014398613,0.0002164836,0.00013636437,0.0002851344,0.00016659591],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010682717,0.000016780494,0.0038355282,0.00007835746,0.0000021693068,0.000020480215,0.009353678,1.828146e-7,0.00000506256,0.6970035,0.0031090018,0.28657418],"study_design_scores_gemma":[0.00003836026,0.000012302415,0.009056033,0.0001930937,0.000006227932,0.0000050421268,0.006003249,0.00003922612,6.1587326e-7,0.0015046158,0.9829908,0.00015040493],"about_ca_topic_score_codex":0.96523696,"about_ca_topic_score_gemma":0.9951351,"teacher_disagreement_score":0.9798818,"about_ca_system_score_codex":0.006015951,"about_ca_system_score_gemma":0.0040591066,"threshold_uncertainty_score":0.99779975},"labels":[],"label_agreement":null},{"id":"W4388267221","doi":"10.22533/at.ed.2163282313103","title":"CHALLENGES OF LABORATORY PRODUCTION IN JOURNALISM IN YEAR I OF THE COVID-19 PANDEMIC. REPORT AND EXPERIMENTS","year":2023,"lang":"en","type":"article","venue":"Scientific Journal of Applied Social and Clinical Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Journalism; Production (economics); Political science; Virology; Medicine; Outbreak; Economics; Law; Infectious disease (medical specialty); Pathology","score_opus":0.6257724073759515,"score_gpt":0.5499980912311389,"score_spread":0.07577431614481267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388267221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923912,0.00014838125,6.47831e-7,0.005102314,0.00061653863,0.0001076349,0.0000018211957,0.000003861645,0.0016275923],"genre_scores_gemma":[0.99503076,0.0047625704,0.000029002955,0.0000440998,0.00008950099,0.000001448515,2.3627594e-7,0.0000017293675,0.000040624174],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982476,0.00022394223,0.00061336777,0.00017305318,0.0005965957,0.00014542603],"domain_scores_gemma":[0.9988695,0.0001635589,0.0005466021,0.00012084347,0.00019023019,0.00010931464],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.019232852,0.000042072304,0.0001744002,0.00018646002,0.00044390003,0.00004307283,0.00033885663,0.00006788742,0.000014247591],"category_scores_gemma":[0.0015204349,0.000031218493,0.000039133938,0.0013864185,0.0032138724,0.00016191488,0.00012239676,0.00020016005,5.8480634e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019077549,0.0005300862,0.4622888,0.000084650565,0.000015058617,0.00001021596,0.4082252,0.000023371733,0.042458694,0.024624953,0.00073533395,0.06081285],"study_design_scores_gemma":[0.0009953508,0.000052515265,0.7556151,0.000105112464,0.000013743613,0.000010785116,0.21283986,0.000015193406,0.00031862603,0.020703463,0.0091906665,0.0001395938],"about_ca_topic_score_codex":0.00009229893,"about_ca_topic_score_gemma":0.0014892743,"teacher_disagreement_score":0.29332632,"about_ca_system_score_codex":0.00008154216,"about_ca_system_score_gemma":0.0005415163,"threshold_uncertainty_score":0.9994988},"labels":[],"label_agreement":null},{"id":"W4388314383","doi":"10.1093/oso/9780195377019.003.0008","title":". . . With the Potential for Equally Great Changes on a Global Scale","year":2009,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stratosphere; Ozone layer; Ozone; Environmental science; Atmosphere (unit); Atmospheric sciences; Montreal Protocol; Ozone depletion; Meteorology; Geography; Geology","score_opus":0.2872834401181885,"score_gpt":0.4040755532133298,"score_spread":0.11679211309514126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388314383","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045930345,0.00011912232,0.00019459997,0.041996952,0.00010435217,0.00063792575,0.000092498434,0.00008902633,0.9567196],"genre_scores_gemma":[0.003398654,0.0037939118,0.0002440266,0.004690939,0.00092802907,0.00004252724,0.00016688074,0.00002033133,0.9867147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991565,0.000039524748,0.000088388006,0.00019421072,0.00033031066,0.000191065],"domain_scores_gemma":[0.9993079,0.00006495958,0.000098769975,0.00033439405,0.00012829129,0.000065697976],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027959776,0.00015880726,0.000151768,0.00002798403,0.0006270263,0.00010950951,0.00038450302,0.00021917299,0.0021035024],"category_scores_gemma":[0.0000073182264,0.00009894062,0.00009270636,0.000029088227,0.00022914175,0.000026631971,0.00003374858,0.00011450506,0.00010993003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014247473,0.000022009699,0.0000024145763,0.000009497811,0.000023609084,8.410467e-7,0.0032076612,0.0000019881397,0.000003530547,0.5100848,0.01703737,0.46946377],"study_design_scores_gemma":[0.00019505821,0.00023591254,0.00007852627,0.000058497426,0.000045546803,0.000001111764,0.0011819716,0.000009998037,4.318569e-7,0.009949984,0.98806566,0.00017730119],"about_ca_topic_score_codex":0.00031612033,"about_ca_topic_score_gemma":0.12343157,"teacher_disagreement_score":0.97102827,"about_ca_system_score_codex":0.00015490486,"about_ca_system_score_gemma":0.00006038623,"threshold_uncertainty_score":0.9988087},"labels":[],"label_agreement":null},{"id":"W4388621796","doi":"10.1007/978-981-99-8248-6_9","title":"Persuasive System Design for Climate Change Awareness","year":2023,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Personalization; Computer science; Climate change; Narrative; Persuasive technology; Behavior change; Behaviour change; Intervention (counseling); Applied psychology; Persuasion; Psychology; Social psychology; World Wide Web","score_opus":0.4691546284292302,"score_gpt":0.42432789817934985,"score_spread":0.044826730249880375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388621796","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000048185088,0.00028316118,0.97982174,0.002289332,0.00342361,0.0019729943,0.000081247854,0.00043959194,0.011640117],"genre_scores_gemma":[0.602706,0.053742457,0.29394495,0.009256741,0.026575558,0.0033039788,0.0007804192,0.000915944,0.008773897],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9977634,0.00010480351,0.00029691984,0.00066242454,0.0005840809,0.0005883985],"domain_scores_gemma":[0.99765253,0.0010720454,0.00021670254,0.00058664114,0.00034211107,0.0001299819],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021834993,0.0002664697,0.0003464477,0.00047269682,0.0012076957,0.00029363437,0.0012674101,0.00035225163,0.000044865665],"category_scores_gemma":[0.00015259029,0.00026532632,0.0001216122,0.00039110464,0.000743482,0.00023881021,0.00035367967,0.0002780733,0.00012123436],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043999025,0.000026369076,0.000108867214,0.0004652557,0.000013044257,0.000016828779,0.06868025,0.001958077,0.00003150193,0.092082724,0.00006629748,0.8365068],"study_design_scores_gemma":[0.002766344,0.0011559235,0.0011976194,0.013052944,0.00023616255,0.000043524753,0.0013641163,0.68293,0.00020872985,0.18668973,0.10417981,0.0061751106],"about_ca_topic_score_codex":0.00028460307,"about_ca_topic_score_gemma":0.0022345127,"teacher_disagreement_score":0.8303317,"about_ca_system_score_codex":0.00065802416,"about_ca_system_score_gemma":0.00031419925,"threshold_uncertainty_score":0.9999799},"labels":[],"label_agreement":null},{"id":"W4388662871","doi":"10.1016/j.futures.2023.103283","title":"Expressions of untruth, suppressions of truth. A 21st century reintroduction to “Simulation and Dissimulation”","year":2023,"lang":"en","type":"article","venue":"Futures","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"European Regional Development Fund; Horizon 2020; Tekes; European Commission","keywords":"Futures contract; Scrutiny; Confusion; Politics; Epistemology; Sociology; Computer science; Political science; Law; Psychology; Philosophy; Business; Psychoanalysis","score_opus":0.30490292429807286,"score_gpt":0.4813139516629391,"score_spread":0.17641102736486625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388662871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991651,0.00013957375,0.00008428747,0.0031361603,0.0006034617,0.0002692184,0.00006488732,0.00009052069,0.003960899],"genre_scores_gemma":[0.9977058,0.0014885524,0.00018171441,0.000020881169,0.00028877062,0.000010901627,0.00008608799,0.0000064343817,0.00021081361],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99919635,0.00016369688,0.00019552722,0.0001246867,0.00020768383,0.00011203598],"domain_scores_gemma":[0.99915266,0.0003374241,0.000096287295,0.00022373603,0.00011416757,0.00007569965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027038806,0.000055788572,0.00010738229,0.00017220297,0.00036396348,0.000015838861,0.000110012916,0.000072649746,0.00043916778],"category_scores_gemma":[0.00057417405,0.00005108193,0.000034552628,0.00046198064,0.00009411093,0.00011582854,0.00006866358,0.00005286365,0.00000994037],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033688184,0.00031945732,0.014082486,0.00023294074,0.000050892177,4.870756e-7,0.5281336,0.06822139,0.11554815,0.10773536,0.010816677,0.15452172],"study_design_scores_gemma":[0.000757972,0.00010676292,0.5458408,0.00035738054,0.00005716944,4.5365977e-7,0.17911714,0.00588024,0.0016249229,0.0042929566,0.26159582,0.00036838528],"about_ca_topic_score_codex":0.00021463673,"about_ca_topic_score_gemma":0.00024259272,"teacher_disagreement_score":0.5317583,"about_ca_system_score_codex":0.000018387245,"about_ca_system_score_gemma":0.000020243446,"threshold_uncertainty_score":0.4808579},"labels":[],"label_agreement":null},{"id":"W4388701935","doi":"10.3389/fpsyg.2023.1241400","title":"The relationships among nature connectedness, climate anxiety, climate action, climate knowledge, and mental health","year":2023,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Worry; Psychology; Social connectedness; Mental health; Context (archaeology); Anxiety; Climate change; Mirroring; Distress; Social psychology; Developmental psychology; Clinical psychology; Geography; Ecology; Psychotherapist; Psychiatry","score_opus":0.20384831454897911,"score_gpt":0.4690121843772612,"score_spread":0.2651638698282821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388701935","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69833535,0.023681944,0.00016381516,0.14865285,0.025717456,0.002474029,0.00034702738,0.0012476367,0.099379875],"genre_scores_gemma":[0.35760596,0.64044684,0.00036048982,0.0007800439,0.00018789503,0.000090091424,0.00031179306,0.000026648117,0.00019020065],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970909,0.0013197258,0.00036889518,0.00034547018,0.00015270944,0.00072231475],"domain_scores_gemma":[0.9990219,0.00020495208,0.00018792404,0.00039189434,0.00006363839,0.00012972722],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034641996,0.00014020613,0.00020914785,0.0002369907,0.0031544007,0.00009721056,0.00035519802,0.0003181786,0.000059940336],"category_scores_gemma":[0.0001627307,0.00012768614,0.00005033938,0.00096035126,0.00068851846,0.00022082866,0.00015505942,0.00072568917,0.000104089544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087713895,0.00006237559,0.718537,0.000040345432,0.0000127966,7.157061e-7,0.02454513,9.3014205e-7,0.000009322459,0.005896636,0.18945059,0.061356485],"study_design_scores_gemma":[0.00045993048,0.00002356359,0.46675298,0.000038051356,0.00000396384,0.0000027666538,0.03299665,0.00036262508,2.848903e-7,0.0028086267,0.49641716,0.00013339598],"about_ca_topic_score_codex":0.000096223026,"about_ca_topic_score_gemma":0.014980725,"teacher_disagreement_score":0.6167649,"about_ca_system_score_codex":0.00017019737,"about_ca_system_score_gemma":0.00004399553,"threshold_uncertainty_score":0.9981434},"labels":[],"label_agreement":null},{"id":"W4388779147","doi":"10.1515/9781552382967-012","title":"Understanding &amp; Communicating About Ecological Change","year":2005,"lang":"en","type":"book-chapter","venue":"University of Calgary Press eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parks Canada; University of Manitoba","funders":"","keywords":"Ecology; Geography; Environmental science; Biology","score_opus":0.7614989274602564,"score_gpt":0.38849703527461893,"score_spread":0.37300189218563745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388779147","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004540203,0.00043786175,0.0002937494,0.00021783769,0.00007373683,0.00038185803,0.000028308234,0.000111687004,0.99840957],"genre_scores_gemma":[0.0036291713,0.02277779,0.0013377086,0.00021024473,0.0001935756,0.0000010951759,0.00014636434,0.000026863721,0.9716772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989235,0.00018492599,0.00018009945,0.00020278072,0.00029678046,0.00021190994],"domain_scores_gemma":[0.9986674,0.00022835041,0.00031608492,0.00056377257,0.00009889898,0.00012549054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003951751,0.00016667099,0.00029628244,0.000107662185,0.00085127517,0.000028351566,0.0008462412,0.00049161754,0.0023408078],"category_scores_gemma":[0.000018927247,0.00021199277,0.00017271755,0.00000885833,0.0009243535,0.000094251314,0.0004741996,0.00044823517,0.00004249265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000302558,0.00002303162,0.000013163203,0.000036942274,0.000036078844,0.00000305815,0.029908929,4.1058604e-7,0.0000072919665,0.94680625,0.0006726327,0.022461971],"study_design_scores_gemma":[0.00021017634,0.000017629814,0.0000626258,0.00021877681,0.00006015387,6.64257e-7,0.0013264193,0.000031695155,3.648008e-7,0.0020969338,0.9957579,0.00021665257],"about_ca_topic_score_codex":0.0036504045,"about_ca_topic_score_gemma":0.05504203,"teacher_disagreement_score":0.9950853,"about_ca_system_score_codex":0.00047407128,"about_ca_system_score_gemma":0.000058586134,"threshold_uncertainty_score":0.9985712},"labels":[],"label_agreement":null},{"id":"W4388850023","doi":"10.31234/osf.io/cr5at","title":"Addressing Climate Change with Behavioral Science: A Global Intervention Tournament in 63 Countries","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Bundesamt für Energie; Biotechnology and Biological Sciences Research Council; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; Shell Brasil; NOMIS Stiftung; Université de Lausanne; Agencia Nacional de Investigación y Desarrollo; Vrije Universiteit Amsterdam; Université de Genève; Austrian Science Fund; Stanford Center on Philanthropy and Civil Society; Thammasat University; Universität Hamburg; Simon Fraser University; Medical Research Council; National Research Foundation of Korea; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Universitat Ramon Llull; National Research University Higher School of Economics; American University of Sharjah; Universität Wien; James S. McDonnell Foundation; Aarhus Universitets Forskningsfond; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fonds De La Recherche Scientifique - FNRS; Riksbankens Jubileumsfond; Fonds Wetenschappelijk Onderzoek; National Research Foundation; University of St Andrews; Radboud Universiteit; Japan Society for the Promotion of Science; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; University of Colorado Boulder; Aarhus Universitet; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Jacobs Foundation; Pomona College; Vetenskapsrådet; John Templeton Foundation; Clemson University; Universitetet i Stavanger; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; National Science Foundation","keywords":"Psychological intervention; Climate change; Intervention (counseling); Psychology; Skepticism; Task (project management); Behavior change; Social psychology; Environmental resource management; Economics; Ecology","score_opus":0.7802948550727201,"score_gpt":0.5801677728353357,"score_spread":0.2001270822373844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388850023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9622509,0.00031058257,0.00008080869,0.007725723,0.0013716605,0.0012817996,0.00016271918,0.00042046825,0.026395345],"genre_scores_gemma":[0.9914728,0.007123717,0.00037336734,0.00016816775,0.00021065962,0.00028677992,0.000118659045,0.000014600653,0.00023123884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781394,0.00021043667,0.00032961354,0.00039545842,0.00076487375,0.00048569133],"domain_scores_gemma":[0.9990085,0.00002518114,0.00023417927,0.00039486797,0.0002192001,0.000118116266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022802374,0.00017018561,0.000221107,0.00025639086,0.00069417927,0.00077295676,0.00069058395,0.0001903257,0.0007750174],"category_scores_gemma":[0.000035053698,0.00015595934,0.00007615515,0.0006639323,0.0007777801,0.00043763896,0.0009881823,0.000321899,0.00009394698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000261018,0.0010263999,0.5467131,0.0006115546,0.000023485103,0.00004436657,0.24953473,0.000053977285,0.000028580178,0.033522107,0.0006647967,0.16751589],"study_design_scores_gemma":[0.0018576998,0.0003049672,0.7348005,0.009207645,0.00012764813,0.0000059313275,0.23298019,0.0011989771,0.000017544347,0.00566434,0.01234702,0.0014875367],"about_ca_topic_score_codex":0.030862562,"about_ca_topic_score_gemma":0.24981019,"teacher_disagreement_score":0.21894763,"about_ca_system_score_codex":0.0016026082,"about_ca_system_score_gemma":0.0002516232,"threshold_uncertainty_score":0.975591},"labels":[],"label_agreement":null},{"id":"W4388946721","doi":"10.32920/24624894","title":"The Food Equity and Environmental Data Sovereignty (FEEDS) Project: Protocol for a Quasi-Experimental Study Evaluating a Digital Platform for Climate Change Preparedness","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Waterloo; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Food security; Equity (law); Climate change; Sustainability; Food systems; Business; Political science; Environmental resource management; Environmental planning; Economics; Geography","score_opus":0.8776425099801132,"score_gpt":0.6098220793110538,"score_spread":0.26782043066905936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388946721","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07469953,0.00006035583,0.0001589932,0.0007578049,0.00049697544,0.9019136,0.014571059,0.00047831706,0.0068633603],"genre_scores_gemma":[0.37662438,0.00011175459,0.00023288744,0.000039430994,0.0003806228,0.6201151,0.0022929301,0.000047024994,0.0001558669],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99722975,0.00018027221,0.00052770466,0.0008185118,0.0006736739,0.0005700796],"domain_scores_gemma":[0.99744195,0.0007191591,0.0004120316,0.0012701561,0.00005899349,0.00009770542],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.003994596,0.00031317485,0.00031923328,0.00006477237,0.0023662648,0.0013447751,0.0016257167,0.00021261879,0.000069642876],"category_scores_gemma":[0.00033811544,0.000245104,0.00011533213,0.00008329462,0.00029042983,0.00063944625,0.010432437,0.00021434436,0.000006363416],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037718334,0.012188987,0.004508781,0.0020262382,0.00050871976,8.1982955e-7,0.7058041,0.0000032170337,0.00008488969,0.011775937,0.003262397,0.25606406],"study_design_scores_gemma":[0.0048846053,0.005895305,0.0005277165,0.00028158634,0.00012141891,0.000001301586,0.9323374,0.026153427,0.000012080698,0.009793163,0.019044077,0.00094793475],"about_ca_topic_score_codex":0.00081456883,"about_ca_topic_score_gemma":0.008504566,"teacher_disagreement_score":0.30192485,"about_ca_system_score_codex":0.00043539834,"about_ca_system_score_gemma":0.0001952799,"threshold_uncertainty_score":0.9996919},"labels":[],"label_agreement":null},{"id":"W4388946875","doi":"10.32920/24624894.v1","title":"The Food Equity and Environmental Data Sovereignty (FEEDS) Project: Protocol for a Quasi-Experimental Study Evaluating a Digital Platform for Climate Change Preparedness","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina; University of Waterloo; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Saskatchewan Health Research Foundation","keywords":"Food security; Equity (law); Climate change; Food systems; Sustainability; Business; Political science; Environmental resource management; Environmental planning; Economics; Geography","score_opus":0.8776425099801132,"score_gpt":0.6098220793110538,"score_spread":0.26782043066905936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388946875","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07469953,0.00006035583,0.0001589932,0.0007578049,0.00049697544,0.9019136,0.014571059,0.00047831706,0.0068633603],"genre_scores_gemma":[0.37662438,0.00011175459,0.00023288744,0.000039430994,0.0003806228,0.6201151,0.0022929301,0.000047024994,0.0001558669],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99722975,0.00018027221,0.00052770466,0.0008185118,0.0006736739,0.0005700796],"domain_scores_gemma":[0.99744195,0.0007191591,0.0004120316,0.0012701561,0.00005899349,0.00009770542],"candidate_categories":["sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.003994596,0.00031317485,0.00031923328,0.00006477237,0.0023662648,0.0013447751,0.0016257167,0.00021261879,0.000069642876],"category_scores_gemma":[0.00033811544,0.000245104,0.00011533213,0.00008329462,0.00029042983,0.00063944625,0.010432437,0.00021434436,0.000006363416],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037718334,0.012188987,0.004508781,0.0020262382,0.00050871976,8.1982955e-7,0.7058041,0.0000032170337,0.00008488969,0.011775937,0.003262397,0.25606406],"study_design_scores_gemma":[0.0048846053,0.005895305,0.0005277165,0.00028158634,0.00012141891,0.000001301586,0.9323374,0.026153427,0.000012080698,0.009793163,0.019044077,0.00094793475],"about_ca_topic_score_codex":0.00081456883,"about_ca_topic_score_gemma":0.008504566,"teacher_disagreement_score":0.30192485,"about_ca_system_score_codex":0.00043539834,"about_ca_system_score_gemma":0.0001952799,"threshold_uncertainty_score":0.9996919},"labels":[],"label_agreement":null},{"id":"W4388983275","doi":"10.6027/nord2023-040","title":"Dispatches: Stories of Hope, Resilience and Changefrom the Nordic-Canadian Fellows in Environmental Journalism","year":2023,"lang":"en","type":"book","venue":"Nordic Council of Ministers eBooks","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Journalism; Political science; Media studies; Sociology; Environmental ethics; Philosophy","score_opus":0.31750496978260545,"score_gpt":0.34656389995375075,"score_spread":0.029058930171145303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388983275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08147516,0.0019395498,0.0000014146334,0.0020952316,0.0006174556,0.0007737303,0.0005650561,0.000023025344,0.9125094],"genre_scores_gemma":[0.33210436,0.010987932,0.000019837176,0.00043274628,0.00027670388,0.000049565188,0.00007531623,0.000051158706,0.6560024],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976773,0.00022905675,0.00046121396,0.00024551805,0.0010940388,0.00029284696],"domain_scores_gemma":[0.9984249,0.00038333022,0.00039852408,0.00048540925,0.00010999901,0.00019785746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020879547,0.00020286322,0.0003871226,0.00016540455,0.0003704592,0.000047022368,0.0006332656,0.00028136084,0.00021970714],"category_scores_gemma":[0.00017704077,0.00018216031,0.000105999556,0.000071002556,0.0017328078,0.000053977976,0.0001425313,0.00035460334,0.000016710685],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010885694,0.000047923033,0.004441106,0.00025140835,0.00008549336,0.000026527727,0.9084326,0.000001668756,0.00026853508,0.001218908,0.019550147,0.06556685],"study_design_scores_gemma":[0.0003583062,0.000086994965,0.005546849,0.00055670785,0.00006416566,0.0000026726889,0.060732193,0.000008825615,0.0000032502005,0.00073979574,0.93162435,0.00027590257],"about_ca_topic_score_codex":0.10587314,"about_ca_topic_score_gemma":0.90558773,"teacher_disagreement_score":0.9120742,"about_ca_system_score_codex":0.0020810706,"about_ca_system_score_gemma":0.0035024406,"threshold_uncertainty_score":0.9000809},"labels":[],"label_agreement":null},{"id":"W4388983647","doi":"10.1007/978-3-031-07002-0_111","title":"Climate Change and the Environmental Humanities","year":2023,"lang":"en","type":"book-chapter","venue":"Handbooks in philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Temporalities; Humanities; Narrative; Climate change; Sociology; Sketch; Relation (database); Digital humanities; Perspective (graphical); Geography; Social science; Environmental ethics; Political science; Art; Ecology; Philosophy; Literature; Visual arts","score_opus":0.5931100534585706,"score_gpt":0.37596231055601104,"score_spread":0.21714774290255956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388983647","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009268927,0.0023586573,1.6686572e-7,0.0034742844,0.00027059388,0.000589518,0.00010726498,0.00008051251,0.9930263],"genre_scores_gemma":[0.060075164,0.5632306,0.000015465726,0.0030223215,0.0027740127,0.00035438637,0.00027384728,0.00012848343,0.3701257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989887,0.00011087827,0.00022118994,0.00020728141,0.00026745338,0.00020451855],"domain_scores_gemma":[0.99929756,0.00022417902,0.00012398958,0.00030527668,0.000009627169,0.00003935774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006071212,0.00017798923,0.0002369353,0.00013869528,0.0006340485,0.000080776816,0.00027739184,0.00021819332,0.00078953605],"category_scores_gemma":[0.000013399801,0.00014986556,0.000085320426,0.000017057795,0.0014674332,0.00008255367,0.0002498613,0.00031568168,0.00042139328],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029328043,0.00000546799,0.000032527478,0.00002164675,0.0000070366787,0.0000031039265,0.033500787,1.6764673e-8,8.5607763e-7,0.9567718,0.000089513844,0.009537938],"study_design_scores_gemma":[0.000811813,0.000022296239,0.00021880466,0.00060188986,0.00003543967,0.0000013464913,0.0015926316,0.000007627718,3.925207e-7,0.6479998,0.34840086,0.00030705915],"about_ca_topic_score_codex":0.00015133442,"about_ca_topic_score_gemma":0.0023047496,"teacher_disagreement_score":0.6229006,"about_ca_system_score_codex":0.0000900847,"about_ca_system_score_gemma":0.000008993905,"threshold_uncertainty_score":0.8644866},"labels":[],"label_agreement":null},{"id":"W4389027809","doi":"10.24043/001c.89381","title":"Risk Perception of Small Islands Community on Climate Change: Evidence From Mepar and Baran Islands, Indonesia","year":2023,"lang":"en","type":"article","venue":"Island Studies Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Rijksdienst voor Ondernemend Nederland","keywords":"Climate change; Risk perception; Perception; Geography; Residence; Descriptive statistics; Multistage sampling; Environmental resource management; Socioeconomics; Psychology; Demography; Sociology; Ecology; Environmental science; Statistics","score_opus":0.5327646160961829,"score_gpt":0.4654203742043624,"score_spread":0.06734424189182048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389027809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936428,0.0017251942,0.00001789174,0.0019412454,0.00035602588,0.00017444494,0.00011603185,0.00005490929,0.0019714693],"genre_scores_gemma":[0.68007576,0.31936827,0.000036915702,0.00009567254,0.00034352107,0.000012313069,0.000017855675,0.000007754959,0.000041965253],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9973562,0.0015395328,0.00033942424,0.00013689382,0.00033322966,0.0002947169],"domain_scores_gemma":[0.9979814,0.0011402507,0.00029293256,0.00026966486,0.00022022375,0.000095509575],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029724217,0.00014641839,0.0003169895,0.00018043417,0.0024001242,0.00009313554,0.000309998,0.00010696159,0.00014026694],"category_scores_gemma":[0.000495145,0.000118750155,0.000086530395,0.00032150117,0.0003113214,0.00022842559,0.00018872731,0.0005810646,0.000044408578],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017776314,0.000060944047,0.45818195,0.000041445703,0.000081672886,0.000003922206,0.5033894,0.0000033491012,0.00021707913,0.00004292379,0.0016125047,0.03618703],"study_design_scores_gemma":[0.00064567674,0.00021143687,0.8067595,0.0005410509,0.00007497982,0.0000044229514,0.18909928,0.00014667008,0.0000040661093,0.0010409427,0.0013086909,0.00016330546],"about_ca_topic_score_codex":0.001641099,"about_ca_topic_score_gemma":0.01840417,"teacher_disagreement_score":0.34857753,"about_ca_system_score_codex":0.000081676095,"about_ca_system_score_gemma":0.000020812357,"threshold_uncertainty_score":0.99950737},"labels":[],"label_agreement":null},{"id":"W4389096490","doi":"10.31219/osf.io/6w3qh","title":"A Global Review of Research on Effective Advocacy and Communication Strategies at the Intersection of Climate Change and Health","year":2023,"lang":"en","type":"review","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Canada; Canadian Medical Association; Wellcome Trust; George Mason University; World Health Organization","keywords":"Climate change; Public relations; Public health; Health communication; Perception; Political science; Public engagement; Health promotion; Psychology; Environmental resource management; Medicine; Nursing; Ecology","score_opus":0.8496204740557017,"score_gpt":0.6692085123383553,"score_spread":0.18041196171734641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389096490","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004146274,0.9672519,7.796185e-7,0.0025602728,0.00004612237,0.0025462317,0.000057404195,0.000029748342,0.02746609],"genre_scores_gemma":[0.00023167822,0.99906164,0.000009753068,0.00012010545,0.00003659648,0.00035430773,0.000110808825,0.000009855603,0.000065276676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951759,0.0036952929,0.00043865616,0.00018327149,0.0003219518,0.00018492347],"domain_scores_gemma":[0.9976643,0.0011308696,0.00044500898,0.00051515846,0.00019156422,0.000053133455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007178255,0.00012468979,0.0006491907,0.00009601887,0.000578233,0.000037456204,0.00030826306,0.00011897114,0.00008638405],"category_scores_gemma":[0.00017327936,0.0000831345,0.000098771336,0.00082452816,0.0007177842,0.00009697999,0.0004519675,0.0002311013,0.000015397203],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000517794,0.000018844265,0.00001054034,0.057860024,0.000014524811,4.802201e-8,0.005139147,5.733665e-9,1.1101533e-8,0.02297152,0.00040772563,0.91357243],"study_design_scores_gemma":[0.000106300584,0.00024948263,0.0010857865,0.2415167,0.00008769831,0.000004571026,0.02708303,0.0000025690606,2.2963098e-8,0.0008476428,0.7288897,0.00012648618],"about_ca_topic_score_codex":0.0112510715,"about_ca_topic_score_gemma":0.044244222,"teacher_disagreement_score":0.91344595,"about_ca_system_score_codex":0.000479182,"about_ca_system_score_gemma":0.00020028866,"threshold_uncertainty_score":0.9953331},"labels":[],"label_agreement":null},{"id":"W4389130343","doi":"10.32920/24660453.v1","title":"Supplements as symbols: Public arguments against natural health product regulation in Canada","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Rhetorical question; Legislation; Government (linguistics); Public health; Agency (philosophy); Political science; Public administration; Autonomy; Law and economics; Law; Sociology; Medicine; Social science; Art","score_opus":0.5088240166216649,"score_gpt":0.47406371832817124,"score_spread":0.03476029829349364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389130343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62325686,0.00078432343,0.000014459127,0.3080145,0.0075506396,0.004423653,0.00028201978,0.0004887607,0.05518476],"genre_scores_gemma":[0.9796102,0.008228063,0.00009732941,0.0014605783,0.0001916463,0.00012337764,0.003803611,0.000020178732,0.0064649987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736047,0.0005791678,0.0004739773,0.00042036193,0.0007024662,0.00046354474],"domain_scores_gemma":[0.9987923,0.000064477645,0.00026432725,0.00057985494,0.00014278306,0.0001562804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013819457,0.00016069695,0.00024233022,0.00020659713,0.00038720955,0.00017492574,0.0005941568,0.000059283262,0.0013262312],"category_scores_gemma":[0.0002569704,0.00017637291,0.000045839108,0.00039224923,0.000047309204,0.00015765606,0.00048453925,0.00044989967,0.00009355852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003539987,0.00031806692,0.36075646,0.0006698294,0.00011485301,0.0000073747888,0.075527616,0.000294184,0.00006133431,0.010633957,0.30913132,0.24244958],"study_design_scores_gemma":[0.00076464703,0.000015525777,0.5559505,0.00061626383,0.000009257351,4.4519186e-7,0.050862838,0.0016005563,0.000014959339,0.007171252,0.3820383,0.0009554565],"about_ca_topic_score_codex":0.99389285,"about_ca_topic_score_gemma":0.9997768,"teacher_disagreement_score":0.35635334,"about_ca_system_score_codex":0.0055948915,"about_ca_system_score_gemma":0.0053175893,"threshold_uncertainty_score":0.9995867},"labels":[],"label_agreement":null},{"id":"W4389150848","doi":"10.1007/978-3-031-35430-4","title":"Reimagining Science Education in the Anthropocene, Volume 2","year":2023,"lang":"en","type":"book","venue":"Palgrave studies in education and the environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Alberta","funders":"University of Oxford; University of Cambridge; University of Pennsylvania; Princeton University","keywords":"Anthropocene; Volume (thermodynamics); Geography; Environmental ethics; Philosophy; Physics","score_opus":0.24546815948192782,"score_gpt":0.4644638513368694,"score_spread":0.21899569185494158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389150848","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002178234,0.018595116,0.000004571081,0.045253832,0.0032940232,0.0014893744,0.000006854684,0.000031974618,0.929146],"genre_scores_gemma":[0.16841564,0.5371902,0.00010590673,0.0017979977,0.0007785216,0.00063077157,0.00008476219,0.000029280149,0.2909669],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982699,0.0004514681,0.00029241084,0.00029687115,0.000458365,0.00023098344],"domain_scores_gemma":[0.9988704,0.0004087697,0.00017647908,0.00046365414,0.000042983902,0.0000377423],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003545392,0.00015210109,0.00019924808,0.00023457123,0.0010303395,0.00009343081,0.00055034825,0.00007308369,0.00012817151],"category_scores_gemma":[0.0003435221,0.00009432305,0.00004054284,0.00029106313,0.0048466953,0.000052010644,0.00020753228,0.00037141322,0.00013290347],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000132965815,0.0001876842,0.0041351747,0.00007009464,0.000020755147,4.0871114e-7,0.47529066,0.0000068337345,0.0000013912021,0.22172244,0.017655902,0.28089535],"study_design_scores_gemma":[0.0002610835,0.000012201945,0.028745743,0.00030373837,0.00003081531,0.0000011771962,0.35046107,0.0000253631,1.8801305e-7,0.11810186,0.50184935,0.00020738768],"about_ca_topic_score_codex":0.0006691436,"about_ca_topic_score_gemma":0.0017188404,"teacher_disagreement_score":0.6381791,"about_ca_system_score_codex":0.000969515,"about_ca_system_score_gemma":0.0013342503,"threshold_uncertainty_score":0.99786156},"labels":[],"label_agreement":null},{"id":"W4389151649","doi":"10.1007/978-3-031-35430-4_1","title":"Introduction: To Be More Relevant the Field of Science Education Needs to Be Less Relevant","year":2023,"lang":"en","type":"book-chapter","venue":"Palgrave studies in education and the environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Discipline; Ideology; Engineering ethics; Anthropocene; Field (mathematics); Sociology; Science education; Pedagogy; Social science; Political science; Environmental ethics; Engineering; Philosophy; Mathematics","score_opus":0.19524330044362082,"score_gpt":0.4187688186139836,"score_spread":0.22352551817036276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389151649","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009272699,0.0035295594,0.00001869421,0.8521846,0.0042522904,0.0019756912,0.000017442517,0.00002986377,0.12871918],"genre_scores_gemma":[0.25111288,0.32473114,0.00046249252,0.027131947,0.0032755064,0.0011634678,0.00007965966,0.00007183193,0.39197108],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847984,0.00012546868,0.00036497295,0.00031346086,0.0005230588,0.00019322327],"domain_scores_gemma":[0.99838996,0.0005250581,0.00019241762,0.0006869171,0.00011552699,0.00009010056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001844498,0.000173987,0.00024778603,0.00030638676,0.0008833918,0.00004398671,0.0004881409,0.00008205926,0.00020725594],"category_scores_gemma":[0.00075039844,0.00012012641,0.000058738802,0.0002914324,0.0022341227,0.00003158238,0.00039496055,0.00023053851,0.000049522052],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034011628,0.000054525943,0.00004750206,0.000036940408,0.000030520496,5.5580994e-8,0.40657014,0.000017271608,0.000030410463,0.50218546,0.021419322,0.069573864],"study_design_scores_gemma":[0.00008571866,0.000035257563,0.0008749565,0.00011523681,0.000036739293,5.4053123e-7,0.33401936,0.0000024400138,0.000010140061,0.01366047,0.6510209,0.00013822831],"about_ca_topic_score_codex":0.00051540084,"about_ca_topic_score_gemma":0.0016219177,"teacher_disagreement_score":0.8250526,"about_ca_system_score_codex":0.00043403445,"about_ca_system_score_gemma":0.00028926128,"threshold_uncertainty_score":0.82317185},"labels":[],"label_agreement":null},{"id":"W4389213216","doi":"10.1139/facets-2023-0005","title":"Interference in science: scientists’ perspectives on their ability to communicate and conduct environmental research in Canada","year":2023,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Work (physics); Perception; Public relations; Politics; Psychology; Political science; Undue influence; Engineering","score_opus":0.6806199434525624,"score_gpt":0.5264462237145588,"score_spread":0.15417371973800353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389213216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852706,0.00007068498,1.1815913e-7,0.0066361786,0.00006463712,0.00025796422,0.000020951975,0.000011893739,0.0076669487],"genre_scores_gemma":[0.9983314,0.0014657164,0.000009759907,0.000065724125,0.0000064357905,0.000023630208,0.000004245723,0.0000027057856,0.0000903402],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985049,0.0004810987,0.0001054518,0.00024296335,0.0003490726,0.0003165082],"domain_scores_gemma":[0.99922806,0.00027239157,0.000014933926,0.00035368485,0.000026628164,0.000104317085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034335195,0.000050116214,0.000076331424,0.0002959127,0.0005402316,0.000078186604,0.00058589334,0.000022747507,0.00017846705],"category_scores_gemma":[0.00024500885,0.00004799079,0.000006791536,0.0012174576,0.0010898678,0.00012072655,0.00043459312,0.00023467359,0.000058173773],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033417342,0.00014641997,0.22860442,0.000010448332,0.0000011241331,0.000003040705,0.7091503,0.000031020354,0.024871198,0.001980417,0.00039180974,0.03477638],"study_design_scores_gemma":[0.00009060925,0.000019157651,0.61692744,0.000035919642,1.1221899e-7,1.2483639e-7,0.38060257,0.00013853936,0.0000829244,0.00028677983,0.0017595201,0.000056294208],"about_ca_topic_score_codex":0.67421496,"about_ca_topic_score_gemma":0.97382104,"teacher_disagreement_score":0.388323,"about_ca_system_score_codex":0.0017960413,"about_ca_system_score_gemma":0.00043259625,"threshold_uncertainty_score":0.46965855},"labels":[],"label_agreement":null},{"id":"W4389213406","doi":"10.1139/facets-2023-0006","title":"Do environmental researchers from marginalized groups experience greater interference? Understanding scientists' perceptions","year":2023,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council of Canada; Dalhousie University","keywords":"Representativeness heuristic; Perception; Identity (music); Misrepresentation; Race (biology); Social psychology; Social identity theory; Public relations; Psychology; Sociology; Political science; Social group; Gender studies","score_opus":0.7402618435715951,"score_gpt":0.4916561044907008,"score_spread":0.24860573908089428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389213406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776066,0.000041829586,0.0003655995,0.0020305212,0.0002878353,0.00019197782,0.00007654869,0.00015943176,0.01923968],"genre_scores_gemma":[0.9937783,0.0019975486,0.000088884575,0.000072325296,0.000073365394,0.00004540627,0.00014456543,0.000010030168,0.0037896014],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998534,0.00030793832,0.00013316516,0.00026619164,0.000413189,0.00034547594],"domain_scores_gemma":[0.9993886,0.000102075915,0.000036901645,0.00030728345,0.000012908583,0.00015225798],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053440675,0.00008725658,0.000092379116,0.00014622929,0.0010779719,0.00025985143,0.00042019528,0.00007837099,0.023851788],"category_scores_gemma":[0.00006942333,0.00008892673,0.000053269283,0.00038225012,0.0006369944,0.0002682156,0.00020555679,0.00014183101,0.0021287461],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004442427,0.000066770204,0.08293087,0.000006022496,0.000016309068,0.00000749398,0.8832551,0.0000045658107,0.018835496,0.0025173593,0.006644982,0.005670585],"study_design_scores_gemma":[0.0004917236,0.0000301345,0.19157149,0.000077950746,0.000008227887,8.629413e-7,0.772608,0.0003400142,0.000048305006,0.003479646,0.031065198,0.00027849287],"about_ca_topic_score_codex":0.00082547107,"about_ca_topic_score_gemma":0.0012767625,"teacher_disagreement_score":0.11064717,"about_ca_system_score_codex":0.0005744296,"about_ca_system_score_gemma":0.000025589676,"threshold_uncertainty_score":0.9986482},"labels":[],"label_agreement":null},{"id":"W4389327536","doi":"10.1130/abs/2023am-392664","title":"PERCEPTIONS, PRACTICALITIES, PRESSURES: GEOSCIENCE COMMUNICATION PRACTITIONERS’ UNDERSTANDING OF SCIENCE COMMUNICATION MODELS","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Perception; Computer science; Earth science; Data science; Knowledge management; Psychology; Geology","score_opus":0.3860975183537929,"score_gpt":0.421453231028699,"score_spread":0.035355712674906115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389327536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79904085,0.00074228895,0.020399338,0.052135922,0.00014431073,0.0031422144,0.00006283512,0.0012729468,0.12305928],"genre_scores_gemma":[0.9521137,0.015453487,0.03166646,0.00023416242,0.000016636794,0.00008576972,0.00016753773,0.000010717527,0.0002515197],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99715805,0.00045747825,0.00052513654,0.0003269551,0.001037937,0.00049441896],"domain_scores_gemma":[0.996598,0.0009613527,0.00079823117,0.00083873066,0.00062873296,0.00017494652],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003113689,0.00015494441,0.00028296787,0.000108487824,0.0020589784,0.00012941104,0.0010929821,0.00017057385,0.00022108933],"category_scores_gemma":[0.00044066133,0.00013417336,0.00012393095,0.0021955594,0.014351034,0.001356096,0.0003213781,0.00039127824,0.000018982983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003587147,0.0043832324,0.018866215,0.0004957925,0.00026574222,0.0000023306984,0.65082294,0.010576431,0.0036261256,0.18299486,0.006713252,0.12089436],"study_design_scores_gemma":[0.00067646534,0.0006169211,0.034027796,0.00043497622,0.00010052628,0.000005849591,0.87519157,0.012502341,0.00006229873,0.02784259,0.04796821,0.00057043904],"about_ca_topic_score_codex":0.0062488806,"about_ca_topic_score_gemma":0.0003695629,"teacher_disagreement_score":0.22436865,"about_ca_system_score_codex":0.00026002197,"about_ca_system_score_gemma":0.00035241627,"threshold_uncertainty_score":0.9992402},"labels":[],"label_agreement":null},{"id":"W4389394087","doi":"10.54254/2753-7048/29/20231419","title":"Technology in Anthropocene: A Comparative Study of The Wandering Earth and Avatar","year":2023,"lang":"en","type":"article","venue":"Lecture Notes in Education Psychology and Public Media","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Anthropocene; Avatar; Narrative; Movie theater; Environmental ethics; Context (archaeology); Sociology; Aesthetics; History; Archaeology; Literature; Art; Philosophy","score_opus":0.3017397792104724,"score_gpt":0.49585707291394077,"score_spread":0.19411729370346836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389394087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9675782,0.00057877955,0.0000134367065,0.030151954,0.00044583698,0.00023977931,0.0000012560936,0.000019515888,0.00097126694],"genre_scores_gemma":[0.99675274,0.0028206108,0.000042815424,0.00029227696,0.00003639177,0.000039375253,0.000008063877,0.000002452489,0.000005295116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992059,0.00032030523,0.00014012343,0.0001396517,0.00007030442,0.00012374608],"domain_scores_gemma":[0.9994067,0.00028976306,0.00005669274,0.00017844533,0.00004168561,0.000026724729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044573972,0.000050627783,0.00010709729,0.00032139182,0.00015518007,0.000013154784,0.0001484703,0.00012106298,0.00010883324],"category_scores_gemma":[0.0004891152,0.00004091069,0.0000065514164,0.0012028479,0.0004372694,0.000059345413,0.00004516663,0.0002019821,0.0000026319879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008019893,0.00029010428,0.7041263,0.0000062173567,0.000003774284,1.4015653e-7,0.20360184,0.000002668604,0.00013813516,0.0015790487,0.00008447975,0.0901593],"study_design_scores_gemma":[0.0003746153,0.00003395192,0.9186224,0.000019860197,0.0000024272176,0.0000014941704,0.065502144,0.000022628048,0.000013881322,0.011506745,0.003842872,0.000057027864],"about_ca_topic_score_codex":0.00038340734,"about_ca_topic_score_gemma":0.0395247,"teacher_disagreement_score":0.21449608,"about_ca_system_score_codex":0.000012511107,"about_ca_system_score_gemma":0.00007406089,"threshold_uncertainty_score":0.9780015},"labels":[],"label_agreement":null},{"id":"W4389735731","doi":"10.1177/09636625231210453","title":"Constructing the public in public perceptions research: A case study of forest genomics","year":2023,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Scarborough Hospital; University of Toronto; Carleton University","funders":"Natural Resources Canada; Genome Alberta; Ontario Genomics; Genome Canada","keywords":"Publics; Typology; Public engagement; Perception; Public relations; Politics; Field (mathematics); Sociology; Face (sociological concept); Public awareness of science; Public opinion; Political science; Science communication; Social science; Epistemology; Science education","score_opus":0.8881191807214109,"score_gpt":0.5376860809207465,"score_spread":0.3504330998006644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389735731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95534253,0.000010991042,0.00013545997,0.023390733,0.00016955093,0.0005012266,0.0000068149097,0.0000564854,0.020386195],"genre_scores_gemma":[0.99947697,0.00032142826,0.00005724312,0.000021156742,0.000033348293,0.000030596835,0.0000036528675,0.0000072735684,0.00004832734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99678093,0.00072925177,0.0003986844,0.0002829911,0.001128705,0.0006794557],"domain_scores_gemma":[0.9974471,0.0010643143,0.00018052931,0.00052095734,0.00061386183,0.00017327265],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.016451102,0.000077206816,0.0001493067,0.001716396,0.003586164,0.0005574241,0.001257847,0.000055355995,0.00014592631],"category_scores_gemma":[0.0034408073,0.00006651736,0.000039177503,0.009982299,0.008094069,0.0010764314,0.00052371644,0.00030429394,0.000009271024],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025639388,0.00023809112,0.20641805,0.000013671382,0.000006606038,0.00001143861,0.3133252,0.000007280933,0.00026779293,0.47538546,0.00012328697,0.004200546],"study_design_scores_gemma":[0.00021706331,0.000048314632,0.005793029,0.000012940436,0.0000021845733,0.000022477154,0.98679036,0.0012118393,9.150698e-7,0.0049835886,0.0008487683,0.000068524685],"about_ca_topic_score_codex":0.0045940485,"about_ca_topic_score_gemma":0.17875786,"teacher_disagreement_score":0.67346513,"about_ca_system_score_codex":0.0014372341,"about_ca_system_score_gemma":0.001103078,"threshold_uncertainty_score":0.997711},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4390246717","doi":"10.1007/978-3-031-37391-6_1","title":"Introduction: Science Curriculum for the Anthropocene: Curriculum Models for Our Collective Future—Volume 2","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Anthropocene; Environmental ethics; Agency (philosophy); Earth system science; Epoch (astronomy); Astrobiology; Political science; Sociology; Social science; Ecology; Computer science; Philosophy; Biology","score_opus":0.27349646626008584,"score_gpt":0.4271595083306964,"score_spread":0.15366304207061054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390246717","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000060736184,0.00065401336,0.008838879,0.13508026,0.010943575,0.0048400303,0.00033473142,0.0004948442,0.8388076],"genre_scores_gemma":[0.000881619,0.018286651,0.0015179691,0.0003425157,0.014847377,0.0007579421,0.00019766079,0.00007788886,0.96309036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785143,0.00004487403,0.0003374299,0.00063475716,0.0006376931,0.0004938226],"domain_scores_gemma":[0.99718934,0.00016323106,0.00026804468,0.0006679844,0.0015733741,0.00013802129],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017809625,0.00027844709,0.00031153596,0.00023238445,0.0048091896,0.00033271205,0.0010763379,0.0003228918,0.0009314786],"category_scores_gemma":[0.00024237251,0.00021221004,0.000297241,0.00042817014,0.00092225394,0.00039703035,0.00018454851,0.0002842714,0.00018388848],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009605094,0.000024532243,0.000004372724,0.000022537415,0.000026028043,7.9968075e-8,0.0034203893,0.00003873779,0.0000020273403,0.6747428,0.313074,0.008634909],"study_design_scores_gemma":[0.00020296038,0.0000706039,0.00001087028,0.000029971667,0.000077653065,0.0000010609684,0.026508877,0.0069237906,0.0000015045129,0.05367055,0.91217375,0.00032840215],"about_ca_topic_score_codex":0.0005339962,"about_ca_topic_score_gemma":0.003535658,"teacher_disagreement_score":0.62107223,"about_ca_system_score_codex":0.00074560294,"about_ca_system_score_gemma":0.000759358,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W4390497022","doi":"10.1038/d41586-023-04091-2","title":"How sharing your science in an opinion piece can boost your career","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Engineering ethics; Computer science; Data science; Engineering","score_opus":0.4160675145880812,"score_gpt":0.48507698482030537,"score_spread":0.06900947023222415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390497022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8826398,0.004220062,0.000008946063,0.06153237,0.0031130163,0.00030190434,0.00004375982,0.0002843368,0.047855757],"genre_scores_gemma":[0.99664766,0.0011390618,0.000063318665,0.00045179087,0.0003677684,0.0000075558396,0.0000372817,0.000007510903,0.0012780522],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906105,0.000050427236,0.00006560045,0.00024547282,0.00035470907,0.00022274442],"domain_scores_gemma":[0.9994958,0.000021187936,0.000017849492,0.00025150794,0.00012159659,0.0000920733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000696939,0.000064048494,0.000062054954,0.00017602112,0.00038124563,0.0006686734,0.00059128343,0.00035501202,0.000111236106],"category_scores_gemma":[0.00017874499,0.000060811515,0.000021647085,0.0010282152,0.00016158367,0.00057971536,0.000103580525,0.0009396217,0.000013767787],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022247223,0.00013667422,0.06437902,0.00014743124,0.0000077727655,0.000013561445,0.59234667,0.000019987583,0.021309726,0.11347911,0.008135154,0.20000267],"study_design_scores_gemma":[0.00018959002,0.000037168422,0.0947903,0.00029983898,0.0000061146766,0.0000030458984,0.08182533,0.0018455929,0.00012509867,0.0017682782,0.81874347,0.0003661736],"about_ca_topic_score_codex":0.0012297033,"about_ca_topic_score_gemma":0.028262947,"teacher_disagreement_score":0.8106083,"about_ca_system_score_codex":0.00028817894,"about_ca_system_score_gemma":0.00016529293,"threshold_uncertainty_score":0.9894687},"labels":[],"label_agreement":null},{"id":"W4390585272","doi":"10.31234/osf.io/7fy2g","title":"The International Climate Psychology Collaboration: Climate change-related data collected from 63 countries","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Bundesamt für Energie; Japan Society for the Promotion of Science; Biotechnology and Biological Sciences Research Council; Medical Research Council; Social Sciences and Humanities Research Council of Canada; University of Colorado Boulder; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; New York University Abu Dhabi; Shell Brasil; NOMIS Stiftung; Université de Lausanne; Centro de Estudios de Conflicto y Cohesión Social; Agencia Nacional de Investigación y Desarrollo; Erasmus Universiteit Rotterdam; Université de Genève; Thammasat University; Universität Hamburg; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; Morsani College of Medicine; Simon Fraser University; National Research Foundation of Korea; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Riksbankens Jubileumsfond; Fonds Wetenschappelijk Onderzoek; Universitat Ramon Llull; National Research University Higher School of Economics; American University of Sharjah; National Geographic Society; Universität Wien; James S. McDonnell Foundation; Aarhus Universitets Forskningsfond; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fonds De La Recherche Scientifique - FNRS; Stanford Center on Philanthropy and Civil Society; Austrian Science Fund; National Research Foundation; University of St Andrews; Radboud Universiteit; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Fundação de Amparo à Pesquisa do Estado de São Paulo; Jacobs Foundation; Pomona College; Agence Nationale de la Recherche; Wellcome Trust; Aarhus Universitet; National Science Foundation; UK Research and Innovation; Clemson University; Universitetet i Stavanger; Vetenskapsrådet; John Templeton Foundation; Royal Society","keywords":"Climate change; Psychological intervention; Psychology; Biology and political orientation; Perception; Social psychology; Applied psychology; Environmental resource management; Political science; Politics; Environmental science; Ecology","score_opus":0.5149695691476216,"score_gpt":0.5245094302752619,"score_spread":0.00953986112764027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390585272","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016999768,0.008399629,0.00001641436,0.40815207,0.022490025,0.002002742,0.013639869,0.0011765052,0.527123],"genre_scores_gemma":[0.10625878,0.8488497,0.0006055877,0.0058665727,0.0033060191,0.0006802565,0.029038435,0.00009381972,0.0053008418],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996857,0.0006158303,0.0006674538,0.0007652268,0.00063858274,0.0004559425],"domain_scores_gemma":[0.9964461,0.00059027807,0.00036130036,0.0019498365,0.0005460053,0.000106493906],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002050888,0.0002714292,0.00029056764,0.00015218818,0.0016529158,0.0018306447,0.0033022135,0.00061926275,0.006796312],"category_scores_gemma":[0.00028636967,0.00022225047,0.00008215619,0.0005530414,0.0005921831,0.00026034267,0.005196692,0.0007995733,0.0016436866],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043206292,0.00023998316,0.0031986854,0.00013522235,0.0007289784,0.00001932702,0.12032376,0.000008549418,0.00008208253,0.28185117,0.5537211,0.039259125],"study_design_scores_gemma":[0.00028548768,0.000012593007,0.0024070905,0.00018537085,0.00009402735,0.0000010063751,0.010481183,0.003283052,0.0000018192882,0.01749211,0.9654361,0.00032014152],"about_ca_topic_score_codex":0.003247419,"about_ca_topic_score_gemma":0.15898684,"teacher_disagreement_score":0.84045005,"about_ca_system_score_codex":0.00032327723,"about_ca_system_score_gemma":0.00038190398,"threshold_uncertainty_score":0.9996468},"labels":[],"label_agreement":null},{"id":"W4390700488","doi":"10.1038/s44168-023-00074-1","title":"Polarisation of Climate and Environmental Attitudes in the United States, 1973-2022","year":2024,"lang":"en","type":"article","venue":"npj Climate Action","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Environmental movement; Polarization (electrochemistry); Politics; Political science; Geography; Psychology; Ecology; Law","score_opus":0.2617738865758211,"score_gpt":0.43674550208664054,"score_spread":0.1749716155108194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390700488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937329,0.0005051812,0.000014123991,0.0019750367,0.00017424527,0.00020373939,0.00011200243,0.00005557903,0.0032271908],"genre_scores_gemma":[0.88965803,0.10933424,0.00002109012,0.00014146874,0.000049073547,0.000015308098,0.00075059076,0.000006768011,0.000023417793],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9990056,0.00031681417,0.00017942183,0.00012513367,0.00021021781,0.0001628117],"domain_scores_gemma":[0.9995857,0.00018053186,0.00005709133,0.00014223384,0.000010022239,0.000024424355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010804553,0.00006688682,0.00007278223,0.00016468037,0.0002912386,0.00010007796,0.00010753884,0.00007088759,0.0003787888],"category_scores_gemma":[0.000019751265,0.0000564527,0.000027460412,0.0003079841,0.00013729023,0.00027888792,0.000042207073,0.00015140673,0.000026871818],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018436495,0.0006279741,0.3344287,0.00086336734,0.000046402954,0.000007587291,0.41591626,0.00013593509,0.027082877,0.027358906,0.00067845784,0.19266915],"study_design_scores_gemma":[0.0004293442,0.000116783944,0.57205784,0.00019737653,0.00005842584,0.00000853603,0.16219328,0.0063097314,0.00013682328,0.0011186879,0.25708926,0.00028388525],"about_ca_topic_score_codex":0.0023512521,"about_ca_topic_score_gemma":0.003944848,"teacher_disagreement_score":0.2564108,"about_ca_system_score_codex":0.00016797867,"about_ca_system_score_gemma":0.000015036153,"threshold_uncertainty_score":0.41474718},"labels":[],"label_agreement":null},{"id":"W4390898269","doi":"10.5194/egusphere-2023-3121","title":"Editorial: The shadowlands of science communication in academia — definitions, problems, and possible solutions","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre; Ouranos; University of Saskatchewan","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Science communication; Engineering ethics; Work (physics); Quality (philosophy); Public relations; Sociology; Science education; Political science; Earth science; Epistemology; Engineering; Pedagogy","score_opus":0.5230720544247566,"score_gpt":0.4598813322825082,"score_spread":0.06319072214224836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390898269","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1263248,0.020829733,0.00007295718,0.16017959,0.037590493,0.0032893675,0.00031077748,0.0004929068,0.65090936],"genre_scores_gemma":[0.8942297,0.10244351,0.00036491943,0.00012435803,0.0022632559,0.00017375303,0.00008745472,0.000009858925,0.00030315734],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99847656,0.00032960944,0.0003326779,0.00021951918,0.0004302046,0.0002114432],"domain_scores_gemma":[0.9986491,0.0003099855,0.00013837534,0.0006038519,0.00024205196,0.00005664474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043930467,0.000096965305,0.00014149769,0.00025759375,0.0009803349,0.00022630767,0.00096192607,0.0005860967,0.00013468825],"category_scores_gemma":[0.0003543465,0.000076325836,0.00004086966,0.0007066599,0.0024680514,0.00013342718,0.0019802484,0.0018411825,0.000017877319],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008857727,0.00013713088,0.0027746577,0.0003275629,0.000015035244,6.50915e-8,0.20532365,0.000093477815,0.00046072176,0.7071286,0.07773128,0.0059989817],"study_design_scores_gemma":[0.000303435,0.00002624387,0.011358272,0.001649933,0.00007448937,0.0000011130106,0.057060692,0.0023459091,0.000018644672,0.68178004,0.2449356,0.00044561017],"about_ca_topic_score_codex":0.010152706,"about_ca_topic_score_gemma":0.023658667,"teacher_disagreement_score":0.76790494,"about_ca_system_score_codex":0.00020125591,"about_ca_system_score_gemma":0.0005738864,"threshold_uncertainty_score":0.9964388},"labels":[],"label_agreement":null},{"id":"W4390904978","doi":"10.22541/essoar.170542965.59092060/v1","title":"'Tipping points' confuse and can distract from urgent climate action","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"National Science Foundation","keywords":"Tipping point (physics); Action (physics); Surprise; Climate change; Agency (philosophy); Scenario planning; Human systems engineering; Reductionism; Set (abstract data type); Risk analysis (engineering); Positive economics; Management science; Computer science; Epistemology; Sociology; Psychology; Business; Social psychology; Economics; Social science; Ecology; Engineering; Marketing","score_opus":0.5535122354784539,"score_gpt":0.4911115264628737,"score_spread":0.06240070901558015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390904978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8539222,0.0009858762,0.000048064427,0.041296422,0.0024632392,0.00053621863,0.0006505837,0.0004954254,0.09960201],"genre_scores_gemma":[0.9465977,0.05060501,0.00019774788,0.00052196236,0.00047292362,0.000035601977,0.00070510415,0.000018270723,0.0008456895],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988269,0.0002014841,0.00022587103,0.00033299963,0.00020862374,0.00020409265],"domain_scores_gemma":[0.9991853,0.0001240936,0.00010598929,0.0003524784,0.000054808184,0.00017732389],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00050142733,0.00014678614,0.00017472354,0.00007432558,0.00036229021,0.00044409977,0.00020491038,0.0002622579,0.0049964976],"category_scores_gemma":[0.00009219107,0.00014523283,0.00008021097,0.00006590946,0.00013505205,0.000053408214,0.0007180657,0.00049115333,0.00015823185],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013595057,0.00045421126,0.013940276,0.0017738006,0.00044736292,0.000025494359,0.45368108,0.000022482556,0.0046594464,0.08199882,0.020778557,0.4220825],"study_design_scores_gemma":[0.00052914984,0.000033738208,0.049213912,0.0015230204,0.00037663712,0.0000029822206,0.13163121,0.002366327,0.00016568847,0.081517205,0.7310599,0.0015802269],"about_ca_topic_score_codex":0.0395544,"about_ca_topic_score_gemma":0.0812705,"teacher_disagreement_score":0.7102813,"about_ca_system_score_codex":0.00023420599,"about_ca_system_score_gemma":0.000120176766,"threshold_uncertainty_score":0.9959131},"labels":[],"label_agreement":null},{"id":"W4390941649","doi":"10.5206/cjils-rcsib.v46i2.16424","title":"Mettre en récit la circulation des documents savants sur Twitter","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Sociology; Geography; Art","score_opus":0.14981131087347366,"score_gpt":0.3535732603681098,"score_spread":0.20376194949463616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390941649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80451393,0.016771847,0.00038961903,0.034519255,0.0031107105,0.00017648462,0.000059536596,0.000030102688,0.14042848],"genre_scores_gemma":[0.9797117,0.016039789,0.00052831793,0.0013621034,0.00017741088,8.59079e-7,0.000013414819,0.0000050845865,0.0021613378],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886036,0.00016313388,0.00037357412,0.0000690859,0.00028838197,0.00024548642],"domain_scores_gemma":[0.9989219,0.00012604136,0.00014224224,0.00009312006,0.00012901728,0.0005876887],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0012663756,0.00008619576,0.00009545768,0.0005602463,0.0005868604,0.0018714471,0.0003752464,0.000088129214,0.00275272],"category_scores_gemma":[0.00015475375,0.00008113231,0.00004909199,0.00111513,0.0011478472,0.020998795,0.000031147923,0.00021294416,0.00013696228],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000053201265,0.0000075079124,0.015406363,0.00015331134,0.00001581585,0.000013543025,0.19628753,0.00006107502,0.0000403669,0.03622001,0.01613268,0.7356565],"study_design_scores_gemma":[0.00011178006,0.000027211956,0.06741266,0.00044833348,0.000013176325,0.00009111358,0.009439223,0.0025558595,0.000008324676,0.0026620382,0.9171183,0.000111984926],"about_ca_topic_score_codex":0.0033612463,"about_ca_topic_score_gemma":0.002154306,"teacher_disagreement_score":0.9009856,"about_ca_system_score_codex":0.00020518762,"about_ca_system_score_gemma":0.0022963588,"threshold_uncertainty_score":0.9991647},"labels":[],"label_agreement":null},{"id":"W4390994103","doi":"10.1289/isee.2023.sa-051","title":"Toxic cocktail of media and politics: an emerging challenge in public health","year":2023,"lang":"en","type":"article","venue":"ISEE Conference Abstracts","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Politics; Public health; Public opinion; Ideology; Consumption (sociology); Mass media; Environmental health; Social media; Political science; Political communication; News media; Survey data collection; Public relations; Medicine; Sociology; Social science; Law","score_opus":0.6880801134736811,"score_gpt":0.48991491939140924,"score_spread":0.1981651940822719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390994103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95408785,0.00015214359,0.000002127338,0.02725879,0.00009374967,0.00012145227,0.000012710741,0.00007111589,0.018200045],"genre_scores_gemma":[0.98502684,0.014584074,0.000023130968,0.00015034585,0.00006409326,0.000008933963,0.00005482616,0.0000058372552,0.00008189331],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988784,0.00020062647,0.00025591126,0.00014002247,0.00020486041,0.00032017732],"domain_scores_gemma":[0.9992026,0.00017757207,0.000113972266,0.00019665557,0.000098301134,0.0002109064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012379541,0.00006518517,0.00014183916,0.00019290249,0.00017912996,0.000055623736,0.00021310957,0.000072644914,0.00034876468],"category_scores_gemma":[0.00029838833,0.00007248963,0.000015498208,0.0002633138,0.0001845969,0.00028873887,0.000049669652,0.00011530576,0.00004047741],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057576426,0.00024957553,0.003855997,0.000118259704,0.0000068534405,0.000004478047,0.6561199,0.00004178684,0.00052671635,0.14674805,0.00028778883,0.19203487],"study_design_scores_gemma":[0.0003879048,0.00007121595,0.8104727,0.00013139962,0.0000022859929,5.239691e-7,0.14833696,0.00015826254,0.000014141227,0.010580452,0.029643945,0.00020019013],"about_ca_topic_score_codex":0.003787606,"about_ca_topic_score_gemma":0.057098128,"teacher_disagreement_score":0.8066167,"about_ca_system_score_codex":0.000059660204,"about_ca_system_score_gemma":0.00027302786,"threshold_uncertainty_score":0.9601074},"labels":[],"label_agreement":null},{"id":"W4391281271","doi":"10.31234/osf.io/e2jft","title":"Emotions and climate change: The role of emotion regulation in climate action","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Action (physics); Political science; Psychology; Natural resource economics; Social psychology; Economics; Oceanography; Geology","score_opus":0.399937301831073,"score_gpt":0.459734093467597,"score_spread":0.059796791636524016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391281271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84554076,0.002416694,0.00003134418,0.01924624,0.0011317659,0.0016619163,0.00012823948,0.00025855438,0.12958446],"genre_scores_gemma":[0.927606,0.071645625,0.00008613935,0.000051377716,0.00024732636,0.00009667121,0.00014003208,0.000013353796,0.0001134634],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985863,0.00041198902,0.00032150839,0.00024393114,0.00022960301,0.00020665862],"domain_scores_gemma":[0.99922657,0.000093158655,0.00018411849,0.00036237622,0.000094856994,0.000038921888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013916406,0.00012414258,0.00016517777,0.00022212722,0.00033150712,0.00013028414,0.00019196166,0.00028037615,0.00041213175],"category_scores_gemma":[0.000047129244,0.00010350592,0.000072300616,0.00028920427,0.00018554702,0.0001361819,0.0006099623,0.00040304466,0.000041717867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038243004,0.00014647831,0.0125462,0.00079337426,0.000021260754,3.1109195e-7,0.16314812,0.00007268097,0.0010994774,0.22555307,0.00012644073,0.5964543],"study_design_scores_gemma":[0.0003500331,0.00004977065,0.6076885,0.0017758402,0.00016326984,0.0000030843123,0.14659289,0.027430553,0.00012482109,0.18699652,0.028228104,0.0005966615],"about_ca_topic_score_codex":0.004288046,"about_ca_topic_score_gemma":0.031552557,"teacher_disagreement_score":0.5958577,"about_ca_system_score_codex":0.00015464671,"about_ca_system_score_gemma":0.00003482551,"threshold_uncertainty_score":0.9861191},"labels":[],"label_agreement":null},{"id":"W4391300720","doi":"10.18192/clg-cgl.v8i1.6666","title":"Creativity in climate adaptation","year":2023,"lang":"en","type":"article","venue":"Culture and Local Governance","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Adaptation (eye); Creativity; Psychology; Cognitive psychology; Social psychology; Neuroscience","score_opus":0.30320936796612663,"score_gpt":0.4233584579372854,"score_spread":0.12014908997115875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391300720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6056481,0.0019178343,0.000671817,0.011371872,0.0003367146,0.00041772416,0.000068621535,0.00033761462,0.37922972],"genre_scores_gemma":[0.95893484,0.038542226,0.00003281605,0.00018116979,0.00005228055,0.000010846073,0.000019716892,0.000002580559,0.0022235152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954134,0.00007245042,0.00006538164,0.0000896297,0.00010582008,0.00012535548],"domain_scores_gemma":[0.9998121,0.00003598092,0.0000323495,0.00006654217,0.000020270474,0.000032758573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026243686,0.00003855253,0.000055846984,0.000010986994,0.00017670171,0.00002649461,0.00006256776,0.000054496948,0.00009221566],"category_scores_gemma":[0.00006451995,0.000034850113,0.000013321123,0.0002729819,0.00010121186,0.00013526734,0.000026871949,0.00006897685,0.00008750317],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045667064,0.00006922064,0.027098423,0.000048659764,0.000003893235,0.000007046374,0.24763969,0.0001335834,0.00031729633,0.19847573,0.008339524,0.51782125],"study_design_scores_gemma":[0.00023102447,0.000015397392,0.29506442,0.00006112821,0.0000024900637,3.417093e-7,0.030223183,0.002340402,0.000008421993,0.0011388661,0.6708077,0.00010662151],"about_ca_topic_score_codex":0.0014508244,"about_ca_topic_score_gemma":0.026593685,"teacher_disagreement_score":0.6624682,"about_ca_system_score_codex":0.000044640157,"about_ca_system_score_gemma":0.00001155966,"threshold_uncertainty_score":0.99116844},"labels":[],"label_agreement":null},{"id":"W4391321098","doi":"10.1177/09636625231220226","title":"The politics of politicization: Climate change debates in Canadian print media","year":2024,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Skepticism; Politics; Reflexivity; Newspaper; Neutrality; Climate change; Sociology; Climate science; News media; Political science; Social science; Environmental ethics; Media studies; Epistemology; Law; Geography","score_opus":0.600456464784278,"score_gpt":0.4432853046471829,"score_spread":0.15717116013709514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391321098","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34346318,0.003311535,0.0006527372,0.21600762,0.002865368,0.0010082244,0.0001303112,0.00018103728,0.43237996],"genre_scores_gemma":[0.99547887,0.004314762,0.00003446246,0.00007181209,0.000056245906,0.0000070235565,0.000003276949,0.0000038026217,0.0000297578],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9987153,0.000073324234,0.00019533472,0.00011875014,0.00038497496,0.00051231973],"domain_scores_gemma":[0.99908316,0.00036691377,0.000049465612,0.00017228018,0.00012562591,0.00020256962],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0028767062,0.000046862504,0.00006960198,0.00047665794,0.0010640136,0.00024452884,0.0005051588,0.00003620429,0.00008027781],"category_scores_gemma":[0.00069112075,0.000038183243,0.000022154836,0.0016730573,0.002993666,0.00046663595,0.00006950288,0.00007241466,0.0000037042464],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.2420843e-7,0.000005184835,0.0066816434,0.00001655848,7.8460914e-7,2.0521219e-7,0.05040213,4.7361166e-7,0.000028222874,0.9417414,0.000011989987,0.0011110775],"study_design_scores_gemma":[0.00023855161,0.000050909548,0.06915296,0.0007576878,0.000015044158,0.00000334533,0.62365294,0.009259347,0.0001694333,0.22570175,0.07061453,0.0003835065],"about_ca_topic_score_codex":0.13631098,"about_ca_topic_score_gemma":0.69084173,"teacher_disagreement_score":0.71603966,"about_ca_system_score_codex":0.001254051,"about_ca_system_score_gemma":0.0010440118,"threshold_uncertainty_score":0.9997196},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"},{"model":"gpt","categories":["sts"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"medium"}],"label_agreement":"split"},{"id":"W4391332405","doi":"10.3138/cjfs-2023-0016","title":"The Man Who Changed the Climate: Frédéric Back’s Film Adaptation of <i>The Man Who Planted Trees</i>","year":2023,"lang":"fr","type":"article","venue":"Canadian Journal of Film Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Climate change; Art; Art history; Visual arts; History; Aesthetics; Geology; Oceanography; Optics; Physics","score_opus":0.3852693693983989,"score_gpt":0.3899531862108265,"score_spread":0.004683816812427577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391332405","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37537387,0.122233145,0.000005644267,0.47769684,0.008914835,0.00093065115,0.00095576193,0.000026079848,0.013863149],"genre_scores_gemma":[0.6326135,0.34389028,0.000016792126,0.0020392467,0.00096160895,0.000025501806,0.000025924772,0.00003658806,0.020390578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972555,0.0009609084,0.00062682637,0.00013388228,0.0004349844,0.0005878654],"domain_scores_gemma":[0.9972428,0.00082957884,0.00072922505,0.000416294,0.00054330355,0.00023877318],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020537667,0.0001964525,0.0003620344,0.00017062834,0.0032698358,0.0001307232,0.0010306251,0.00012531018,0.00045762747],"category_scores_gemma":[0.00054955075,0.00011699223,0.00025562526,0.0012837385,0.0014814398,0.00019607042,0.0001099307,0.00044913197,0.00011268938],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043779775,0.000023514702,0.0063146087,0.0001277476,0.00034580473,0.000017298873,0.3333294,0.00038745353,0.000032951764,0.003140587,0.6201276,0.03610926],"study_design_scores_gemma":[0.00030092572,0.00008963443,0.06322606,0.00072868273,0.0001242544,0.000016335014,0.2787876,0.00092980097,0.000007972226,0.0003499691,0.65529305,0.00014571736],"about_ca_topic_score_codex":0.015467151,"about_ca_topic_score_gemma":0.8254359,"teacher_disagreement_score":0.8099687,"about_ca_system_score_codex":0.00036120447,"about_ca_system_score_gemma":0.00044019133,"threshold_uncertainty_score":0.99802774},"labels":[],"label_agreement":null},{"id":"W4391332412","doi":"10.3138/cjfs-2023-0020","title":"Promise Motivation: Films with Good News about Climate Change","year":2023,"lang":"fr","type":"article","venue":"Canadian Journal of Film Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Aesthetics; Sociology; Media studies; History; Art; Geology","score_opus":0.5771415783909012,"score_gpt":0.42843661232472746,"score_spread":0.14870496606617373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391332412","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5058895,0.14326444,0.000005551632,0.28285334,0.008083679,0.0010381122,0.0005427357,0.00008156106,0.058241084],"genre_scores_gemma":[0.46838254,0.5085663,0.0003271761,0.002414711,0.0025811414,0.00007119421,0.000048464128,0.000060954462,0.01754751],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826574,0.00026300413,0.0004305471,0.00014685877,0.00029059924,0.0006032361],"domain_scores_gemma":[0.99792546,0.00022095525,0.0004207246,0.00021726961,0.0006574504,0.0005581467],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082583027,0.00018673105,0.0003772135,0.00034085772,0.0011490845,0.00011373273,0.00035695516,0.00011899667,0.0013154377],"category_scores_gemma":[0.000368333,0.00016431142,0.000116440824,0.0011716282,0.00073519466,0.0005189233,0.000042253025,0.0002954722,0.0002649475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054482596,0.00006320206,0.12712198,0.00044248035,0.00047182862,0.0003120066,0.52134913,0.00008788219,0.000015295345,0.013027022,0.17312883,0.16392589],"study_design_scores_gemma":[0.00064349093,0.0003152878,0.11325462,0.0016299799,0.00013145835,0.000040878233,0.19185951,0.00006288148,0.0000032481253,0.00039140147,0.6913591,0.0003081546],"about_ca_topic_score_codex":0.012826465,"about_ca_topic_score_gemma":0.4740816,"teacher_disagreement_score":0.51823026,"about_ca_system_score_codex":0.0003627853,"about_ca_system_score_gemma":0.00053921825,"threshold_uncertainty_score":0.9995975},"labels":[],"label_agreement":null},{"id":"W4391539162","doi":"10.1007/s13412-024-00892-7","title":"Climate change awareness and themes of support to decarbonize the economy among students in Iran","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Studies and Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Climate change; Greenhouse gas; Carbon footprint; Global warming; Sustainable development; Work (physics); Population; Geography; Business; Political science; Economic growth; Socioeconomics; Natural resource economics; Psychology; Economics; Environmental health; Medicine; Engineering; Ecology","score_opus":0.417551193035663,"score_gpt":0.47146388492739316,"score_spread":0.05391269189173015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391539162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98885196,0.007232457,4.409159e-7,0.0028539912,0.00011709613,0.00010289259,0.0000033502686,0.0000016716309,0.00083612587],"genre_scores_gemma":[0.9187485,0.081038944,0.000019319014,0.000118992866,0.000051413084,0.000004915021,9.56373e-8,0.0000015535798,0.0000162934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993569,0.00007168761,0.00018835536,0.00008030889,0.00019451258,0.00010820937],"domain_scores_gemma":[0.9997061,0.00013382974,0.00007492328,0.00003974315,0.0000050038634,0.00004040698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013123793,0.00004941181,0.00012178522,0.000067712615,0.00035980833,0.000079805795,0.00019369212,0.000015597305,0.000040774637],"category_scores_gemma":[0.000016666301,0.00002961444,0.000024970466,0.00011164454,0.00082576624,0.00024098495,0.00017445434,0.00005117831,9.184761e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000039986758,0.000022617154,0.87633246,0.000015972926,0.000011221218,0.0000017903432,0.10720663,0.000001230629,0.00006219455,0.00029371493,0.000023279279,0.016024893],"study_design_scores_gemma":[0.00008055925,0.00011485221,0.77272314,0.00011724154,0.000011264858,0.0000031318957,0.22343685,0.000014356747,0.000007976355,0.00033819984,0.003107172,0.00004525021],"about_ca_topic_score_codex":0.00015388397,"about_ca_topic_score_gemma":0.001446342,"teacher_disagreement_score":0.11623022,"about_ca_system_score_codex":0.000040062354,"about_ca_system_score_gemma":0.000006362777,"threshold_uncertainty_score":0.304257},"labels":[],"label_agreement":null},{"id":"W4391613461","doi":"10.1002/bes2.2125","title":"S.E. Kingsland's “A Lab For All Seasons”","year":2024,"lang":"en","type":"article","venue":"Bulletin of the Ecological Society of America","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geography; Biology","score_opus":0.23389818783040844,"score_gpt":0.40894774458042404,"score_spread":0.1750495567500156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391613461","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09089578,0.0014629903,0.0006684381,0.81579435,0.0008001671,0.0013520822,0.0001231995,0.00023885103,0.08866412],"genre_scores_gemma":[0.96289474,0.010328489,0.011241958,0.0068140733,0.00025793986,0.00009687725,0.000020251031,0.000014105154,0.008331596],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930346,0.00014217943,0.00013076767,0.00011491077,0.00015961738,0.00014905278],"domain_scores_gemma":[0.99893993,0.0007128726,0.00009214369,0.00015466506,0.00006576363,0.00003460036],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005822764,0.00005575147,0.00013728549,0.00000598284,0.00021358365,0.000020732286,0.00037070588,0.00009252512,0.004232465],"category_scores_gemma":[0.0002571129,0.000037145568,0.00034842175,0.00012773881,0.0005968094,0.000009883752,0.00011637862,0.00009480824,0.000035685873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015823776,0.00015078596,0.0017530218,0.00008882412,0.0000640567,5.979701e-8,0.010069786,0.000009893082,0.00042934832,0.0032357976,0.9625909,0.021591755],"study_design_scores_gemma":[0.000072675095,0.00005130352,0.0070289113,0.000025883875,0.000020613763,1.16664815e-7,0.0029902868,0.00020892432,0.000014036409,0.00063450175,0.9889029,0.00004979069],"about_ca_topic_score_codex":0.00045171514,"about_ca_topic_score_gemma":0.000029361485,"teacher_disagreement_score":0.8719989,"about_ca_system_score_codex":0.00005742642,"about_ca_system_score_gemma":0.000033267985,"threshold_uncertainty_score":0.9966778},"labels":[],"label_agreement":null},{"id":"W4391629219","doi":"10.1126/sciadv.adj5778","title":"Addressing climate change with behavioral science: A global intervention tournament in 63 countries","year":2024,"lang":"en","type":"article","venue":"Science Advances","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":253,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Bundesamt für Energie; Japan Society for the Promotion of Science; Biotechnology and Biological Sciences Research Council; Medical Research Council; University of Colorado Boulder; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; Shell Brasil; NOMIS Stiftung; Université de Lausanne; Centro de Estudios de Conflicto y Cohesión Social; Vrije Universiteit Amsterdam; Erasmus Universiteit Rotterdam; Université de Genève; Thammasat University; Universität Hamburg; Simon Fraser University; National Research Foundation of Korea; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Riksbankens Jubileumsfond; Fonds Wetenschappelijk Onderzoek; Universitat Ramon Llull; National Research University Higher School of Economics; American University of Sharjah; Universität Wien; Universiteit Gent; James S. McDonnell Foundation; Aarhus Universitets Forskningsfond; Agence Nationale de la Recherche; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fonds De La Recherche Scientifique - FNRS; Stanford Center on Philanthropy and Civil Society; Austrian Science Fund; National Research Foundation; University of St Andrews; Radboud Universiteit; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Pomona College; KU Leuven; Aarhus Universitet; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Jacobs Foundation; Uniwersytet Jagielloński w Krakowie; Wellcome Trust; Clemson University; Universitetet i Stavanger; Vetenskapsrådet; John Templeton Foundation; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; National Science Foundation","keywords":"Tournament; Climate change; Intervention (counseling); Behavioural sciences; Psychology; Environmental resource management; Environmental science; Ecology; Biology; Psychotherapist","score_opus":0.4503039396371076,"score_gpt":0.5547342937836658,"score_spread":0.10443035414655821,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391629219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97536373,0.004525288,0.00006593179,0.0029072543,0.001022286,0.00037059365,0.00002337246,0.00016074684,0.015560789],"genre_scores_gemma":[0.9959959,0.0032474215,0.00043459152,0.00010966973,0.00010694167,0.000059153797,0.000003089063,0.000004015744,0.000039253326],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99793833,0.00006302819,0.0001845784,0.00036264112,0.00092203927,0.0005293845],"domain_scores_gemma":[0.9994412,0.00002660356,0.00006676549,0.000190261,0.00015551875,0.00011962412],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0025942258,0.00009461692,0.000098367374,0.00028430196,0.0013054515,0.0010557343,0.00063200126,0.000028905892,0.00021244971],"category_scores_gemma":[0.000048702725,0.000077687066,0.00002928534,0.0027756654,0.0036008158,0.00464492,0.00014422929,0.0001094383,0.00004390161],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046215784,0.00016462125,0.065878466,0.00009398809,0.0000013613646,0.000018296174,0.06972654,0.000016206368,0.0010519198,0.034248937,0.000016053347,0.8287374],"study_design_scores_gemma":[0.0017577969,0.0011732299,0.30777815,0.010472347,0.000077254226,0.000056978985,0.42383298,0.0025806744,0.0017024158,0.011680617,0.23697235,0.0019152153],"about_ca_topic_score_codex":0.0010163449,"about_ca_topic_score_gemma":0.017543899,"teacher_disagreement_score":0.82682216,"about_ca_system_score_codex":0.00092011155,"about_ca_system_score_gemma":0.00034096782,"threshold_uncertainty_score":0.9999947},"labels":[],"label_agreement":null},{"id":"W4391692012","doi":"10.1088/1748-9326/ad22b7","title":"Vulnerable voices: using topic modeling to analyze newspaper coverage of climate change in 26 non-Annex I countries (2010–2020)","year":2024,"lang":"en","type":"article","venue":"Environmental Research Letters","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Newspaper; Climate change; Climatology; Environmental science; Meteorology; Econometrics; Geography; Political science; Economics; Geology; Oceanography","score_opus":0.3105650730893822,"score_gpt":0.4636920964737269,"score_spread":0.1531270233843447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391692012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866376,0.0005753229,0.00016325958,0.010529004,0.0001819626,0.00042449546,0.000035190584,0.000025603145,0.0014275555],"genre_scores_gemma":[0.97896826,0.019424692,0.00014872068,0.0009732724,0.00021535177,0.00005180547,0.000017931368,0.000020467192,0.00017947385],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99793726,0.00042734065,0.00022244919,0.0002642282,0.00065879145,0.0004899551],"domain_scores_gemma":[0.99938416,0.00020515028,0.000022904762,0.0002601382,0.000009939718,0.000117673204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019594294,0.00009628816,0.0001408756,0.00025862874,0.0004280538,0.00014725854,0.00029891095,0.0000695096,0.0017534248],"category_scores_gemma":[0.000046926947,0.00010046193,0.000052862586,0.0003926395,0.00021569192,0.00042226113,0.0002233415,0.00035854074,0.0002976755],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002602321,0.00049320736,0.13801578,0.0006964773,0.00008931277,0.00016233163,0.49456942,0.023814986,0.24830031,0.00090321206,0.0020335484,0.09066117],"study_design_scores_gemma":[0.0019679568,0.00040280833,0.107590675,0.002671506,0.00007765326,0.000008584836,0.11233661,0.52740216,0.0010714412,0.0007560754,0.2438237,0.0018907863],"about_ca_topic_score_codex":0.006978046,"about_ca_topic_score_gemma":0.003301747,"teacher_disagreement_score":0.5035872,"about_ca_system_score_codex":0.00064086,"about_ca_system_score_gemma":0.000027799537,"threshold_uncertainty_score":0.99963456},"labels":[],"label_agreement":null},{"id":"W4391715857","doi":"10.1007/978-3-031-17299-1_3023","title":"Tipping Points","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Tipping point (physics); Engineering; Electrical engineering","score_opus":0.7385864223064322,"score_gpt":0.48177103947395034,"score_spread":0.2568153828324819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391715857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003359229,0.00003662882,0.000009746647,0.0061813076,0.0003252867,0.000107013606,0.000008451917,0.0003087462,0.99301946],"genre_scores_gemma":[0.000113977374,0.014889683,0.000056125005,0.0005099037,0.0003460048,0.000003426463,0.00007831847,0.00002243273,0.9839801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944174,0.000023546507,0.0001113761,0.000113027425,0.00020009665,0.000110234745],"domain_scores_gemma":[0.99950635,0.00009310301,0.000055290624,0.00023171365,0.000057550886,0.000055962875],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034186378,0.00007468419,0.000095532945,0.00007948417,0.00029187344,0.000047589252,0.00021632545,0.0002043326,0.029734548],"category_scores_gemma":[0.00004236051,0.00007821667,0.00006828207,0.000024369694,0.00010247281,0.00004144221,0.000077703044,0.00013843154,0.013028386],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.9720886e-7,0.0000014810145,0.0000035806625,0.000004992393,0.0000052888913,6.632746e-7,0.004048594,2.4102983e-8,0.0000016272794,0.9498268,0.02201996,0.024086308],"study_design_scores_gemma":[0.000023692608,0.000002582795,0.000024405073,0.0000541862,0.00000510073,9.565904e-8,0.00083080865,0.0000024537944,1.01613345e-7,0.04170229,0.9572566,0.00009769938],"about_ca_topic_score_codex":0.00039000626,"about_ca_topic_score_gemma":0.01119754,"teacher_disagreement_score":0.93523663,"about_ca_system_score_codex":0.00008432158,"about_ca_system_score_gemma":0.000040089748,"threshold_uncertainty_score":0.9877401},"labels":[],"label_agreement":null},{"id":"W4391717923","doi":"10.1080/02692171.2024.2316336","title":"Public climate change agreement and GHG emissions in the US","year":2024,"lang":"en","type":"article","venue":"International Review of Applied Economics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; The King's University","funders":"","keywords":"Greenhouse gas; Climate change; Closing (real estate); Harm; Economics; Natural resource economics; Welfare; Global warming; Public opinion; Public economics; Political science; Market economy","score_opus":0.4528110088057951,"score_gpt":0.4459057347079338,"score_spread":0.006905274097861291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391717923","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10634485,0.021873593,0.0000071624845,0.11212898,0.00044297957,0.00078823825,0.000074534655,0.000026960915,0.7583127],"genre_scores_gemma":[0.42146903,0.5760947,0.00004171807,0.002156881,0.00009579147,0.000081468264,0.000035834564,0.0000026041082,0.000021973292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994991,0.00003322483,0.0002124071,0.00009544129,0.00007737859,0.00008243696],"domain_scores_gemma":[0.99966776,0.00010676598,0.000058406524,0.00011758984,0.000023366185,0.000026103018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010227179,0.000044955657,0.00008440181,0.000058723643,0.0000672301,0.00007212799,0.0002782859,0.00002523349,0.0008074218],"category_scores_gemma":[0.00003393104,0.000035858,0.000033653578,0.00007798048,0.000064437365,0.00011062096,0.000069103546,0.00006711316,0.000058219066],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023344303,0.0000244042,0.00036282034,0.00033328717,0.000007769964,1.6642797e-7,0.0055070347,5.1893903e-7,0.00000493082,0.76844895,0.00064141495,0.22466636],"study_design_scores_gemma":[0.00005929203,0.000003886776,0.0032849824,0.0008603921,0.0000068370796,8.5274706e-7,0.0012470109,0.00022680886,9.98371e-7,0.004033301,0.9902181,0.00005755053],"about_ca_topic_score_codex":0.00008579806,"about_ca_topic_score_gemma":0.0008377036,"teacher_disagreement_score":0.9895767,"about_ca_system_score_codex":0.000085007276,"about_ca_system_score_gemma":0.000024902072,"threshold_uncertainty_score":0.8840702},"labels":[],"label_agreement":null},{"id":"W4391759441","doi":"10.1007/978-3-031-30438-5_24","title":"Digital Climate Newsletters: The New Alternative for Climate Journalism?","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Journalism; Political science; Media studies; Meteorology; Geography; Sociology; Law","score_opus":0.3834540997382986,"score_gpt":0.44078685602210066,"score_spread":0.05733275628380208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391759441","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000069010143,0.0007251198,0.00018270008,0.06724421,0.0010667994,0.00061688834,0.00043130957,0.00016103877,0.929565],"genre_scores_gemma":[0.00033681045,0.048518643,0.00011913217,0.0033056964,0.0032255459,0.000026749876,0.00029018548,0.00007627368,0.944101],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985025,0.000029671528,0.00037317871,0.00029108068,0.00039645846,0.00040710537],"domain_scores_gemma":[0.9986776,0.0003773181,0.00023167818,0.00042065032,0.00013125307,0.00016147866],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000617409,0.0002600851,0.00024879494,0.00011445317,0.0008070745,0.001225086,0.00074763515,0.0002363151,0.005302169],"category_scores_gemma":[0.000045898567,0.00018226396,0.0003736725,0.000045144043,0.00027942154,0.00030881263,0.00026217639,0.0004150886,0.0017371003],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020581878,0.0000060498596,0.0000027004157,0.000037702754,0.000058771235,0.000002112359,0.010000176,0.0000010195807,0.0000029168464,0.856322,0.08930455,0.04424143],"study_design_scores_gemma":[0.00012585577,0.000023934648,0.0000017540984,0.00018835242,0.00006642005,0.0000027215362,0.002164478,0.000042883974,6.9641897e-7,0.08030077,0.91685945,0.00022265855],"about_ca_topic_score_codex":0.000185014,"about_ca_topic_score_gemma":0.0023936057,"teacher_disagreement_score":0.82755494,"about_ca_system_score_codex":0.00020975714,"about_ca_system_score_gemma":0.00008947865,"threshold_uncertainty_score":0.9998117},"labels":[],"label_agreement":null},{"id":"W4391789654","doi":"10.1353/cj.2024.a919187","title":"Spotlight: Media and the Environment Scholarly Interest Group","year":2024,"lang":"en","type":"article","venue":"Journal of cinema and media studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interest group; Group (periodic table); Political science; Sociology; Media studies; Chemistry; Law","score_opus":0.40321813826560243,"score_gpt":0.42786322082248884,"score_spread":0.02464508255688641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391789654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7289019,0.17545837,0.000017384658,0.09206434,0.0013657158,0.000100526166,0.0000030378121,0.000013220028,0.0020754829],"genre_scores_gemma":[0.6790253,0.32028326,0.00004986675,0.00014970388,0.00039400507,0.0000021368053,4.1230172e-7,0.000002648892,0.00009266886],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993511,0.00015067527,0.00018373186,0.00005384102,0.0001843435,0.00007633351],"domain_scores_gemma":[0.9988057,0.00095616886,0.00006797678,0.00005659044,0.00004942403,0.00006415384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014004919,0.00005448828,0.00015339826,0.00006165401,0.00024521083,0.00013441291,0.000092543174,0.000028876106,0.00007689729],"category_scores_gemma":[0.00057060394,0.000029013601,0.000039729282,0.00005630428,0.00056481484,0.00026890382,0.00007070954,0.00017807836,0.0000060964207],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088661385,0.000035153793,0.0020859407,0.00007753865,0.00019958033,0.00002166428,0.81245786,1.1796067e-7,0.00037075466,0.049675107,0.0073984517,0.12758915],"study_design_scores_gemma":[0.0011809455,0.000089445144,0.028249789,0.0004878918,0.00019852619,0.00003426941,0.31424293,0.00001211956,0.000009598283,0.015391363,0.63998204,0.000121081546],"about_ca_topic_score_codex":0.000018014769,"about_ca_topic_score_gemma":0.0008626815,"teacher_disagreement_score":0.63258356,"about_ca_system_score_codex":0.000029476996,"about_ca_system_score_gemma":0.000012764202,"threshold_uncertainty_score":0.2081084},"labels":[],"label_agreement":null},{"id":"W4392176312","doi":"10.46692/9781529226829.004","title":"Communicating Science on, to, and with Racial Minorities during Pandemics","year":2023,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Internal medicine","score_opus":0.36765545212912454,"score_gpt":0.45545708111064986,"score_spread":0.08780162898152533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392176312","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009730272,0.000086389315,0.0000035758592,0.0011344808,0.00009779428,0.00022682868,0.000010084651,0.00054754503,0.98816305],"genre_scores_gemma":[0.038004693,0.013132098,0.0011062865,0.0005484351,0.0004017136,0.00004841283,0.000008042704,0.00025708397,0.9464932],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991751,0.0000647136,0.00008516887,0.00017753475,0.0002920907,0.00020541063],"domain_scores_gemma":[0.99929106,0.000108865075,0.00006315876,0.00038955742,0.000043218864,0.0001041354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004614541,0.000094972645,0.000117430085,0.00023331416,0.000851072,0.000131189,0.00047159274,0.000091363814,0.00044616178],"category_scores_gemma":[0.00013124138,0.0000832548,0.00001234788,0.0003890077,0.00074626366,0.00005881154,0.00020522665,0.0001405929,0.000082764716],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120004006,0.00017957645,0.029285042,0.00029680773,0.00006843026,0.0000065562726,0.53840554,0.000005186265,0.0005273448,0.13850673,0.12125087,0.17134792],"study_design_scores_gemma":[0.0001865619,0.00003628992,0.003726682,0.00049124303,0.000008434657,7.1837576e-7,0.029950727,0.0000068415334,0.0000054262396,0.000054224653,0.9652307,0.00030213452],"about_ca_topic_score_codex":0.00863495,"about_ca_topic_score_gemma":0.28557795,"teacher_disagreement_score":0.84397984,"about_ca_system_score_codex":0.00009605698,"about_ca_system_score_gemma":0.00006964636,"threshold_uncertainty_score":0.99796665},"labels":[],"label_agreement":null},{"id":"W4392359318","doi":"10.26441/rc23.1-2024-3383","title":"Impacto de la comunicación en Twitter en el movimiento ambientalista durante la COP15","year":2024,"lang":"es","type":"article","venue":"Revista de Comunicación","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.12041231714585081,"score_gpt":0.4701499752343491,"score_spread":0.34973765808849827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392359318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8013093,0.022034118,0.0002665894,0.025562461,0.00048961706,0.001124736,0.0005158437,0.0007797436,0.1479176],"genre_scores_gemma":[0.83964276,0.15572982,0.0003130212,0.0010135216,0.0003752187,0.00005783073,0.00021018604,0.000105723135,0.0025519056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98844737,0.008361878,0.0008349768,0.00067532464,0.0007080529,0.0009724284],"domain_scores_gemma":[0.99277294,0.0042163716,0.00023565434,0.0020434225,0.00014776851,0.00058386085],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0062469766,0.0005633514,0.0007009149,0.00032577675,0.000767237,0.0028708915,0.002430046,0.00077761884,0.0018283445],"category_scores_gemma":[0.0008120429,0.0005737358,0.0005831359,0.0011074434,0.0012765863,0.0005100907,0.0010668767,0.001469387,0.000825253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046730964,0.0018776397,0.035239328,0.0033904472,0.00083815726,0.00047873834,0.33239925,0.000039602768,0.020823693,0.46018165,0.072055176,0.072209],"study_design_scores_gemma":[0.0005512541,0.0000830407,0.017804792,0.0021168247,0.00022418435,0.00010560056,0.008973533,0.002192662,0.00003889165,0.00088894373,0.9663392,0.00068110117],"about_ca_topic_score_codex":0.0030770164,"about_ca_topic_score_gemma":0.0003053721,"teacher_disagreement_score":0.894284,"about_ca_system_score_codex":0.001659901,"about_ca_system_score_gemma":0.0004908675,"threshold_uncertainty_score":0.99995273},"labels":[],"label_agreement":null},{"id":"W4392359815","doi":"10.1242/bio.060175","title":"Ecology, ethology, and evolution in the Anthropocene","year":2024,"lang":"en","type":"article","venue":"Biology Open","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"Akademie Věd České Republiky; University of Toronto; Western University; Canadian Society of Zoologists; Company of Biologists; York University; Ontario Federation of Anglers and Hunters; Queen's University","keywords":"Anthropocene; Ethology; Ecology; Event (particle physics); Theme (computing); Environmental ethics; Climate change; Biology; History","score_opus":0.5460846997982397,"score_gpt":0.5662031181539977,"score_spread":0.020118418355758005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392359815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7083726,0.002867345,0.00004297097,0.10658571,0.00061853434,0.0005840494,0.000013715433,0.000052428317,0.18086264],"genre_scores_gemma":[0.99420244,0.004711769,0.000074669,0.0007026234,0.000063814616,0.000036577047,0.000019255764,0.0000018220741,0.00018702584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989988,0.0007055999,0.000067235596,0.00010695233,0.000019287778,0.00010208952],"domain_scores_gemma":[0.99962777,0.0002329209,0.000011542996,0.000104211074,0.000010584548,0.00001297473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014818072,0.000030883293,0.000055062264,0.00004012915,0.00024158259,0.00006515588,0.00033369334,0.00010934892,0.0004012004],"category_scores_gemma":[0.00008425165,0.000021508697,0.000009041529,0.00013868025,0.00057055487,0.00008317412,0.00013003006,0.00010150902,0.000070787624],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012738127,0.000047462436,0.24086621,0.0000073826236,0.0000064474984,0.0000034388356,0.027776668,1.6289296e-7,0.00034139556,0.6864359,0.0045491727,0.03995304],"study_design_scores_gemma":[0.000106468004,0.000044960205,0.6604028,0.000010939879,0.0000042224406,0.000005549852,0.010679513,0.000036211102,9.3860973e-7,0.025437448,0.30321506,0.000055898243],"about_ca_topic_score_codex":0.0038394572,"about_ca_topic_score_gemma":0.024539003,"teacher_disagreement_score":0.6609984,"about_ca_system_score_codex":0.000038126636,"about_ca_system_score_gemma":0.000047826146,"threshold_uncertainty_score":0.9932606},"labels":[],"label_agreement":null},{"id":"W4392577352","doi":"10.5194/egusphere-egu24-12225","title":"The Power of Art to Engage People in Climate Action&amp;#160;","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Power (physics); Psychology; Physics; Thermodynamics","score_opus":0.5162894089482569,"score_gpt":0.5135733010231598,"score_spread":0.002716107925097133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392577352","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3312049,0.00028873174,0.00003709894,0.03905554,0.0017698258,0.00069219526,0.000055269604,0.00014242831,0.62675405],"genre_scores_gemma":[0.9597473,0.020996232,0.00031726528,0.00033053104,0.00010316218,0.00012568521,0.0000629569,0.000017599434,0.018299237],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99867886,0.00038733397,0.0002750034,0.00019561878,0.00025382114,0.00020937847],"domain_scores_gemma":[0.9988797,0.00033375015,0.000074920914,0.00056390767,0.0000860336,0.00006173754],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019740371,0.00009850165,0.00015475236,0.00012006477,0.0003137146,0.00015148413,0.0004802992,0.00017133933,0.003939418],"category_scores_gemma":[0.00024334426,0.00007612682,0.00009611836,0.0003029557,0.00008012769,0.00003134999,0.0009656347,0.0005554653,0.0013721812],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089045294,0.00026684674,0.004493744,0.00044545138,0.0000485088,8.237389e-7,0.78608847,0.0001429336,0.0009847797,0.08919053,0.09637017,0.021878712],"study_design_scores_gemma":[0.000051715375,0.000010109647,0.010078173,0.00014649276,0.000009759377,1.8718957e-7,0.059198532,0.000035222405,0.000010601129,0.00527299,0.9250239,0.00016228616],"about_ca_topic_score_codex":0.0032853584,"about_ca_topic_score_gemma":0.36914718,"teacher_disagreement_score":0.82865375,"about_ca_system_score_codex":0.00017771574,"about_ca_system_score_gemma":0.00010196697,"threshold_uncertainty_score":0.9994054},"labels":[],"label_agreement":null},{"id":"W4392908383","doi":"10.32920/25417348","title":"Make the Environment Great Again: Extending Past-focused Environmental Comparisons for Conservatives","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Appeal; Politics; Social psychology; Psychology; Political science; Public relations; Law","score_opus":0.4644150086498503,"score_gpt":0.42905572994263236,"score_spread":0.035359278707217945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392908383","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3121839,0.0113452915,0.011343405,0.23335163,0.0070728166,0.014598741,0.0032665927,0.0013769227,0.40546072],"genre_scores_gemma":[0.94943714,0.015678162,0.0035120759,0.0013583038,0.0007629818,0.0012547589,0.00076008536,0.00006652611,0.027169948],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831504,0.0003473645,0.00030241781,0.0004044616,0.00032892686,0.0003017989],"domain_scores_gemma":[0.9986688,0.00045688887,0.00014777243,0.0006240624,0.000009530731,0.00009297606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008373234,0.00023237853,0.00024138794,0.00006255957,0.000940989,0.00025467403,0.0006530926,0.00022643912,0.0035159455],"category_scores_gemma":[0.000025288817,0.00017654896,0.00023806372,0.000048501744,0.000628281,0.00003261519,0.0011615541,0.00047005608,0.00027851347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014577842,0.0008910842,0.020891069,0.0006073889,0.00077796006,0.000008278339,0.31952164,0.00044998253,0.0016063546,0.10211045,0.28050783,0.2724822],"study_design_scores_gemma":[0.0001937268,0.000022670181,0.0042016637,0.00008879992,0.000090466456,2.9042064e-7,0.036818743,0.0015254292,0.000021301052,0.0070251203,0.9496922,0.00031960313],"about_ca_topic_score_codex":0.000532116,"about_ca_topic_score_gemma":0.0037787694,"teacher_disagreement_score":0.6691844,"about_ca_system_score_codex":0.00043054632,"about_ca_system_score_gemma":0.00004922366,"threshold_uncertainty_score":0.997395},"labels":[],"label_agreement":null},{"id":"W4392927793","doi":"10.32920/25417348.v1","title":"Make the Environment Great Again: Extending Past-focused Environmental Comparisons for Conservatives","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Appeal; Politics; Social psychology; Psychology; Political science; Public relations; Law","score_opus":0.4644150086498503,"score_gpt":0.42905572994263236,"score_spread":0.035359278707217945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392927793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3121839,0.0113452915,0.011343405,0.23335163,0.0070728166,0.014598741,0.0032665927,0.0013769227,0.40546072],"genre_scores_gemma":[0.94943714,0.015678162,0.0035120759,0.0013583038,0.0007629818,0.0012547589,0.00076008536,0.00006652611,0.027169948],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831504,0.0003473645,0.00030241781,0.0004044616,0.00032892686,0.0003017989],"domain_scores_gemma":[0.9986688,0.00045688887,0.00014777243,0.0006240624,0.000009530731,0.00009297606],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008373234,0.00023237853,0.00024138794,0.00006255957,0.000940989,0.00025467403,0.0006530926,0.00022643912,0.0035159455],"category_scores_gemma":[0.000025288817,0.00017654896,0.00023806372,0.000048501744,0.000628281,0.00003261519,0.0011615541,0.00047005608,0.00027851347],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014577842,0.0008910842,0.020891069,0.0006073889,0.00077796006,0.000008278339,0.31952164,0.00044998253,0.0016063546,0.10211045,0.28050783,0.2724822],"study_design_scores_gemma":[0.0001937268,0.000022670181,0.0042016637,0.00008879992,0.000090466456,2.9042064e-7,0.036818743,0.0015254292,0.000021301052,0.0070251203,0.9496922,0.00031960313],"about_ca_topic_score_codex":0.000532116,"about_ca_topic_score_gemma":0.0037787694,"teacher_disagreement_score":0.6691844,"about_ca_system_score_codex":0.00043054632,"about_ca_system_score_gemma":0.00004922366,"threshold_uncertainty_score":0.997395},"labels":[],"label_agreement":null},{"id":"W4392950747","doi":"10.1016/j.tree.2024.02.004","title":"Priority effects transcend scales and disciplines in biology","year":2024,"lang":"en","type":"article","venue":"Trends in Ecology & Evolution","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of Guelph","funders":"","keywords":"Data science; Biology; Management science; Computational biology; Epistemology; Computer science; Philosophy; Engineering","score_opus":0.16461771064317798,"score_gpt":0.47860503070490057,"score_spread":0.3139873200617226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392950747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881951,0.0014858025,0.000037111568,0.005550964,0.00047175869,0.00009350128,0.0000065310996,0.000065943306,0.0040932884],"genre_scores_gemma":[0.9973134,0.0022218637,0.000057958026,0.000022028362,0.000083562045,0.000033391945,0.00003151304,0.0000039627866,0.00023231232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990499,0.00039967409,0.00013927036,0.00017921822,0.000039462215,0.00019246711],"domain_scores_gemma":[0.9995997,0.00025787033,0.000016894055,0.000085016116,0.000010074078,0.000030435043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055759604,0.00006237168,0.00011522251,0.0003491612,0.00012609333,0.000017371449,0.00008644615,0.00017707975,0.00013078681],"category_scores_gemma":[0.000056364006,0.00006166243,0.000024261737,0.00045386085,0.00032067526,0.00011916925,0.000029100385,0.00015251376,0.000016948201],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017180822,0.00009081389,0.78966475,0.000036311907,0.0000042893466,0.0000024383328,0.018529648,0.000004606912,0.00073235837,0.034803815,0.00010837337,0.1560054],"study_design_scores_gemma":[0.00020158061,0.000035736382,0.98701096,0.000027226344,0.000004991351,9.482201e-7,0.0008068414,0.0007955777,0.000002167685,0.0084849205,0.002564208,0.00006485797],"about_ca_topic_score_codex":0.0010958363,"about_ca_topic_score_gemma":0.3489638,"teacher_disagreement_score":0.34786797,"about_ca_system_score_codex":0.00027359914,"about_ca_system_score_gemma":0.000025478535,"threshold_uncertainty_score":0.6629159},"labels":[],"label_agreement":null},{"id":"W4393158656","doi":"10.22323/2.23020803","title":"Teaching to bridge research and practice: perspectives from science communication educators across the world","year":2024,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidad Veracruzana; University of the West of England; Technische Universität Dortmund; University of Bristol","keywords":"Bridge (graph theory); Engineering ethics; Sociology; Pedagogy; Mathematics education; Psychology; Engineering; Medicine","score_opus":0.5683002512154804,"score_gpt":0.6365189141715797,"score_spread":0.06821866295609924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393158656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7384932,0.008143033,0.000060107177,0.21806873,0.00032957704,0.00031107478,0.0000053518097,0.000038659487,0.034550235],"genre_scores_gemma":[0.98263764,0.012181997,0.0041374117,0.0003411212,0.00019081432,0.000012206082,0.00000171292,0.000008721333,0.00048835145],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99558955,0.0017756346,0.00039884658,0.0002492567,0.0015938021,0.00039292494],"domain_scores_gemma":[0.9915637,0.0045218254,0.00024183713,0.0012698952,0.002145699,0.00025705804],"candidate_categories":["metaresearch","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.048297565,0.0000903282,0.0001254096,0.0007385308,0.009120821,0.0025178439,0.004143337,0.000041066767,0.00005890993],"category_scores_gemma":[0.007911409,0.000069526766,0.00004185706,0.0039594453,0.011013984,0.003865906,0.0011677806,0.0011857187,0.000034673238],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029171568,0.0001239121,0.000311977,0.0000043865493,0.000007322896,4.0145366e-7,0.83005065,0.0000042151078,0.008639953,0.091888666,0.0016520112,0.067287326],"study_design_scores_gemma":[0.00008699657,0.000065166656,0.027631627,0.0003848542,0.000013070069,0.000018804401,0.72292066,0.00020912767,0.00011955466,0.008025337,0.2404005,0.00012431202],"about_ca_topic_score_codex":0.0063762907,"about_ca_topic_score_gemma":0.006225502,"teacher_disagreement_score":0.24414442,"about_ca_system_score_codex":0.0010744594,"about_ca_system_score_gemma":0.0011569465,"threshold_uncertainty_score":0.99851763},"labels":[],"label_agreement":null},{"id":"W4393380531","doi":"10.1007/978-3-031-49084-2_22","title":"Treading Waters: The Many Socio-ethical Challenges of Science and Health Journalism","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Journalism; Political science; Engineering ethics; Environmental ethics; Sociology; Media studies; Engineering; Philosophy","score_opus":0.6170840776061894,"score_gpt":0.49700450738937824,"score_spread":0.1200795702168112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393380531","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046965786,0.0048854905,0.0000035209669,0.31419346,0.00018590255,0.00012250712,0.0000052229366,0.000030475527,0.6805265],"genre_scores_gemma":[0.07597918,0.55969656,0.00007920045,0.0032921848,0.0004794174,0.0000062111776,0.000004859122,0.000026044734,0.36043635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869853,0.000069483904,0.00023369468,0.00019345964,0.0006139989,0.00019080282],"domain_scores_gemma":[0.9991797,0.0001508818,0.00013380506,0.00024384384,0.00017761212,0.000114153576],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0050508687,0.00010618208,0.00018878402,0.00014125108,0.0010151957,0.00013590533,0.0004471553,0.00024165236,0.0007387715],"category_scores_gemma":[0.00004168758,0.00006796231,0.00006174941,0.000050158927,0.0037755186,0.00007888302,0.0001872665,0.0006015354,0.000044726832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.79872e-7,0.0000022842976,0.0000011576592,0.000040824147,0.0000060381903,2.3861867e-7,0.07379304,1.5720651e-8,0.0000068046006,0.89639306,0.0013543011,0.028401483],"study_design_scores_gemma":[0.000058574267,0.00004183628,0.000083901956,0.0005148371,0.000021786442,0.0000036586537,0.05270716,0.000018289944,0.0000015195301,0.24258691,0.70381254,0.00014900378],"about_ca_topic_score_codex":0.0005773788,"about_ca_topic_score_gemma":0.0017020776,"teacher_disagreement_score":0.7024582,"about_ca_system_score_codex":0.00026194073,"about_ca_system_score_gemma":0.00029084334,"threshold_uncertainty_score":0.99893564},"labels":[],"label_agreement":null},{"id":"W4393443031","doi":"10.1017/eds.2023.44","title":"Ideology from topic mixture statistics: inference method and example application to carbon tax public opinion","year":2024,"lang":"en","type":"article","venue":"Environmental Data Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Mila - Quebec Artificial Intelligence Institute","funders":"","keywords":"Ideology; Inference; Public opinion; Statistics; Political science; Econometrics; Sociology; Economics; Mathematics; Epistemology; Law; Politics; Philosophy","score_opus":0.37050968127198275,"score_gpt":0.4768085917294069,"score_spread":0.10629891045742418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393443031","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37830275,0.0035180063,0.5460491,0.040212132,0.0028570427,0.0019157459,0.009474925,0.00039209228,0.017278174],"genre_scores_gemma":[0.9731275,0.005288589,0.019456875,0.00045758905,0.00016958313,0.0000341054,0.0011927257,0.000006574466,0.0002664503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987055,0.00014410028,0.000119730634,0.0004926486,0.00032951013,0.00020848373],"domain_scores_gemma":[0.99887,0.0003126432,0.00003392024,0.0006237046,0.00000731761,0.00015237978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001072793,0.000070598086,0.00007211043,0.00007786833,0.00035778485,0.0002350825,0.00081856246,0.00005313986,0.00059605466],"category_scores_gemma":[0.00020359422,0.00007070224,0.0000059102463,0.00026465743,0.00040192684,0.00060321676,0.00075844675,0.00010752507,0.00012337799],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052081855,0.00006318408,0.028956693,0.000016649989,0.000008440867,0.0000011982906,0.023102527,0.0000053216972,0.05574158,0.031159798,0.0022922927,0.8586471],"study_design_scores_gemma":[0.000061755534,0.00002566224,0.06075214,0.000016262498,0.000007787462,9.925317e-7,0.0023979654,0.008893374,0.00008551268,0.0034626345,0.9241232,0.000172689],"about_ca_topic_score_codex":0.009549919,"about_ca_topic_score_gemma":0.004438734,"teacher_disagreement_score":0.92183095,"about_ca_system_score_codex":0.00023118482,"about_ca_system_score_gemma":0.00006083887,"threshold_uncertainty_score":0.9970456},"labels":[],"label_agreement":null},{"id":"W4393955348","doi":"10.7202/1110323ar","title":"Vers une alliance entre le biologiste et l’éthicien : préparer le terrain pour demain","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal of Bioethics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Computer science; Philosophy","score_opus":0.47128619805693944,"score_gpt":0.4566067559525073,"score_spread":0.014679442104432117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393955348","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012789158,0.048831087,0.00048377807,0.89534664,0.0035162224,0.00013989223,0.00024366083,0.000021391636,0.03862816],"genre_scores_gemma":[0.94538045,0.03320766,0.00074091373,0.0065253866,0.0007398822,0.0000023478217,0.00003614663,0.000028215833,0.013339022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764943,0.0010221169,0.00043936275,0.00018183813,0.00024401728,0.0004632606],"domain_scores_gemma":[0.9981414,0.0004493768,0.00021260536,0.00022471364,0.0003016032,0.00067031186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034262969,0.00016120714,0.00022457482,0.0001803959,0.00061856897,0.00031698737,0.0006097396,0.0005064224,0.0012116757],"category_scores_gemma":[0.0005571022,0.0001659619,0.00019563096,0.00072201504,0.0023133028,0.00036512496,0.00002889533,0.0012929705,0.00020221598],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017441864,0.000068619855,0.0008862059,0.00022651981,0.00013445444,0.0002780134,0.26853678,0.00020560175,0.00067532697,0.57216245,0.096084535,0.06072404],"study_design_scores_gemma":[0.0001729413,0.000069765214,0.0003133503,0.00076837436,0.000032604654,0.000048514143,0.0714294,0.00035113638,0.000019579826,0.0071938946,0.919414,0.00018646168],"about_ca_topic_score_codex":0.22700602,"about_ca_topic_score_gemma":0.8164412,"teacher_disagreement_score":0.93259126,"about_ca_system_score_codex":0.0007761907,"about_ca_system_score_gemma":0.012507088,"threshold_uncertainty_score":0.9997014},"labels":[],"label_agreement":null},{"id":"W4393969098","doi":"10.48550/arxiv.2404.02743","title":"IEEE VIS Workshop on Visualization for Climate Action and Sustainability","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Visualization; Sustainability; Visual analytics; Action (physics); Context (archaeology); Storytelling; Engineering ethics; Computer science; Data science; Knowledge management; Public relations; Political science; Engineering; Geography; Ecology","score_opus":0.5175105578951946,"score_gpt":0.39572679544428013,"score_spread":0.12178376245091449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393969098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737882,0.00011391609,0.010373132,0.0017145803,0.0012297047,0.0014294013,0.000099228964,0.00040571488,0.010846142],"genre_scores_gemma":[0.98562586,0.012145406,0.000012594811,0.000080531376,0.00019468581,0.000007591663,0.00011261544,0.000018257966,0.0018024624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99878246,0.00026421057,0.00013041557,0.0005170043,0.00006920004,0.0002366896],"domain_scores_gemma":[0.9988799,0.00026052477,0.00012048218,0.00038061675,0.00026007803,0.0000983604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065823883,0.0001543706,0.00016120225,0.0001896705,0.0005671216,0.00015522852,0.00023617047,0.00034243613,0.00009765675],"category_scores_gemma":[0.00016956795,0.00018684274,0.000115083516,0.0003118475,0.0001941972,0.00011700828,0.0003105291,0.000297067,0.000027995315],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059543573,0.00032560684,0.0026230188,0.0027312178,0.000095749594,0.000010520657,0.028586565,0.011689251,0.000036391677,0.929078,0.0020940816,0.022134174],"study_design_scores_gemma":[0.0012964269,0.00020657183,0.0033772942,0.0009725984,0.00061712106,8.479328e-7,0.09828651,0.27029282,0.000053378673,0.5069828,0.11632672,0.00158694],"about_ca_topic_score_codex":0.00043905881,"about_ca_topic_score_gemma":0.002231068,"teacher_disagreement_score":0.4220952,"about_ca_system_score_codex":0.00076970056,"about_ca_system_score_gemma":0.00014169325,"threshold_uncertainty_score":0.76192254},"labels":[],"label_agreement":null},{"id":"W4394824791","doi":"10.1016/s2542-5196(24)00068-8","title":"Examining the mental health impacts of climate change on young people in Canada: a national cross-sectional survey","year":2024,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Mental health; Descriptive statistics; Psychological intervention; Cross-sectional study; Population; Demography; Psychology; Young adult; Gerontology; Medicine; Geography; Environmental health; Psychiatry","score_opus":0.5139210966654694,"score_gpt":0.4683621001874739,"score_spread":0.045558996477995495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394824791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94325334,0.0018431364,4.9425756e-7,0.047556076,0.00079824287,0.0005017596,0.0024013366,0.000034271565,0.003611368],"genre_scores_gemma":[0.9717598,0.022753369,0.0000060877483,0.003843863,0.00039037742,0.000016631802,0.001207964,0.000006219308,0.00001571571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977026,0.0009887606,0.00028714578,0.00013904937,0.0005079228,0.00037453545],"domain_scores_gemma":[0.9989282,0.00067353324,0.0001226835,0.00016987693,0.000030031739,0.00007571223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056792414,0.00007805046,0.00018077227,0.000056028126,0.0006359167,0.00005383171,0.00028773208,0.000027830663,0.0002318117],"category_scores_gemma":[0.00006505482,0.000052883144,0.000017032702,0.00030993344,0.00007088772,0.000092180584,0.000036803816,0.00026075373,0.000015956124],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052669337,0.000014377278,0.9668687,0.0000722956,0.0000055513765,2.5420545e-7,0.026500337,0.00003693261,6.1664997e-7,0.0011884063,0.0032382635,0.0020216175],"study_design_scores_gemma":[0.00012284817,0.000042991043,0.9928401,0.0000852398,3.8791083e-7,0.000003846116,0.0022265897,0.00078881433,5.5283305e-8,0.00005156441,0.0037897597,0.000047773974],"about_ca_topic_score_codex":0.97876745,"about_ca_topic_score_gemma":0.9993553,"teacher_disagreement_score":0.043712214,"about_ca_system_score_codex":0.0011363239,"about_ca_system_score_gemma":0.0017913105,"threshold_uncertainty_score":0.48910215},"labels":[],"label_agreement":null},{"id":"W4394856989","doi":"10.1080/00139157.2024.2319633","title":"Rachel Carson’s Strategies for Literary Science and <i>Silent Spring</i>","year":2024,"lang":"en","type":"article","venue":"Environment Science and Policy for Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pace; Spring (device); Quarter (Canadian coin); Tone (literature); Rhetorical question; History; Media studies; Environmental ethics; Sociology; Art; Literature; Engineering; Philosophy; Geography; Archaeology","score_opus":0.12685899499440315,"score_gpt":0.4010409489477931,"score_spread":0.27418195395338996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394856989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9315247,0.0048579914,0.0030997612,0.026619924,0.0003423121,0.003596594,0.000026904296,0.00020734865,0.029724479],"genre_scores_gemma":[0.9872864,0.0033588083,0.0028586306,0.00071683264,0.00015035094,0.0004269662,0.000006244686,0.000011864763,0.005183891],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981053,0.000021072625,0.00017401246,0.00043469982,0.00058804906,0.00067685125],"domain_scores_gemma":[0.99929607,0.000111291316,0.00003776429,0.00017485592,0.00015212588,0.00022790363],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0038592354,0.00012323067,0.00010097235,0.00039965764,0.002950425,0.0011898282,0.00035880733,0.000043123353,0.00002326013],"category_scores_gemma":[0.00020175417,0.00011633655,0.000021330234,0.00061555055,0.0019668066,0.0013480702,0.0002715736,0.000062315754,0.0000060144444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020530702,0.000057427897,0.00043450604,0.00042908743,0.000008655414,0.000002720424,0.2215035,0.000009450993,0.0022442893,0.61454284,0.0010795014,0.15966748],"study_design_scores_gemma":[0.0001468198,0.000043307038,0.0036242348,0.000033635995,0.0000062198587,0.0000012047599,0.056719676,0.00039124224,0.00029762718,0.0078014513,0.9307479,0.0001866649],"about_ca_topic_score_codex":0.00052844814,"about_ca_topic_score_gemma":0.00006211167,"teacher_disagreement_score":0.9296684,"about_ca_system_score_codex":0.0012972394,"about_ca_system_score_gemma":0.0030619807,"threshold_uncertainty_score":0.99984705},"labels":[],"label_agreement":null},{"id":"W4394879764","doi":"10.3390/ijerph21040488","title":"Alternative Food Practices as Pathways to Cope with Climate Distress","year":2024,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Distress; Climate change; Thematic analysis; Coping (psychology); Exploratory research; Psychology; Qualitative research; Sociology; Clinical psychology; Ecology","score_opus":0.5694564566208726,"score_gpt":0.5571067811623402,"score_spread":0.012349675458532383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394879764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87244076,0.0018529093,0.00015554394,0.11411495,0.00035691517,0.00023657944,0.00023616692,0.000013859471,0.0105923405],"genre_scores_gemma":[0.95284474,0.045886304,0.00015502197,0.00056074903,0.0003845113,0.0000083839495,0.000025664987,0.000008255469,0.0001263429],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755996,0.00047531215,0.00023479242,0.000136586,0.001276955,0.00031637383],"domain_scores_gemma":[0.99863714,0.00045362554,0.0001788359,0.00008467666,0.00013438359,0.00051131233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031744726,0.00006281057,0.00009288055,0.00029634612,0.0003429362,0.00058169384,0.00042899456,0.000030443704,0.00085757923],"category_scores_gemma":[0.00038731296,0.000049411527,0.00002682399,0.00015425561,0.00026849407,0.00066493487,0.00015461113,0.0003494714,0.000077979246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044949845,0.0010775884,0.009550613,0.00006036565,0.00025368945,0.00012894736,0.09838551,0.0000054246775,0.0005671474,0.08374825,0.0024029294,0.80337006],"study_design_scores_gemma":[0.00042460367,0.0024381622,0.012020693,0.00029642988,0.0000028736902,0.00010608047,0.058770634,0.00005664006,0.000021440785,0.002903524,0.9228386,0.0001203086],"about_ca_topic_score_codex":0.0006554254,"about_ca_topic_score_gemma":0.0013507413,"teacher_disagreement_score":0.92043567,"about_ca_system_score_codex":0.00061612617,"about_ca_system_score_gemma":0.00037642798,"threshold_uncertainty_score":0.93898916},"labels":[],"label_agreement":null},{"id":"W4394993979","doi":"10.1162/glep_a_00747","title":"Generative AI and Social Media May Exacerbate the Climate Crisis","year":2024,"lang":"en","type":"article","venue":"Global Environmental Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Skepticism; Generative grammar; Optimism; Social media; Climate change; Perspective (graphical); Creativity; Political science; Sociology; Psychology; Social psychology; Computer science; Epistemology; Artificial intelligence; Ecology","score_opus":0.1675263726410402,"score_gpt":0.3998073462214351,"score_spread":0.2322809735803949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394993979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7484873,0.0034582932,0.00008752162,0.17391597,0.0012382654,0.00041990206,0.0024132002,0.00024258158,0.069736965],"genre_scores_gemma":[0.98959416,0.0064909346,0.00004035558,0.0031329675,0.00046581688,0.000009746355,0.00008513038,0.0000071661057,0.00017370362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990662,0.00018121612,0.00011329102,0.00014376252,0.00021764798,0.00027791705],"domain_scores_gemma":[0.99972445,0.00006724659,0.000020051642,0.000110722656,0.00000386247,0.00007368875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022566922,0.00008892018,0.000072866605,0.00001271557,0.00083045877,0.0001810814,0.0001409244,0.00007566149,0.0006686285],"category_scores_gemma":[0.000010276404,0.00007198845,0.000045919896,0.00006339399,0.00057814916,0.00011888714,0.00014114303,0.000108706285,0.00024918583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008196768,0.00007626612,0.0026399922,0.000031640346,0.000043059812,0.000007420873,0.14431946,0.0000027457518,0.00019856734,0.7937381,0.025673578,0.033260927],"study_design_scores_gemma":[0.00021618862,0.000022867003,0.03116464,0.000016651204,0.00008433555,0.000009166867,0.12937048,0.00044163273,0.000031176416,0.021504935,0.8168208,0.00031710684],"about_ca_topic_score_codex":0.00032935187,"about_ca_topic_score_gemma":0.00065827486,"teacher_disagreement_score":0.79114723,"about_ca_system_score_codex":0.00034319237,"about_ca_system_score_gemma":0.00001873097,"threshold_uncertainty_score":0.73210126},"labels":[],"label_agreement":null},{"id":"W4395010686","doi":"10.1080/2154896x.2024.2342115","title":"The coverage from Russian press agencies of the Greenland purchase story","year":2024,"lang":"en","type":"article","venue":"The Polar Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École Nationale d'Administration Publique; University of Ottawa","funders":"","keywords":"History; Political science; Advertising; Geography; Business","score_opus":0.28108599658080186,"score_gpt":0.40750297975120886,"score_spread":0.126416983170407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395010686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7717543,0.040086977,0.00034369217,0.12588756,0.0030056282,0.0003286655,0.00019992367,0.00005396216,0.058339287],"genre_scores_gemma":[0.9775542,0.019145042,0.000006621338,0.00016593152,0.0005275621,0.000002047088,0.0000016648593,0.0000055036153,0.0025914535],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985613,0.0008831963,0.000114123795,0.000043972337,0.00027756876,0.000119799566],"domain_scores_gemma":[0.9991802,0.00041139268,0.000077329525,0.00026254272,0.000027905682,0.000040642102],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001692377,0.000045624773,0.000049886236,0.000013203303,0.0021023953,0.00025851172,0.000680282,0.000033027874,0.00039600974],"category_scores_gemma":[0.00011800428,0.000019668423,0.000089889116,0.00008805793,0.00034583366,0.000103710234,0.00008493466,0.00040615097,0.000019235062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006834064,0.000055201715,0.0030702518,0.000018574456,0.00015129207,0.0000064520586,0.76089126,0.000035026478,0.0052576433,0.05010904,0.02898209,0.15135482],"study_design_scores_gemma":[0.00007724481,0.000009583582,0.012632168,0.000058511625,0.000030400442,0.0000069439147,0.017432434,0.00013902585,0.000055202076,0.007885117,0.9616243,0.000049047314],"about_ca_topic_score_codex":0.0018278967,"about_ca_topic_score_gemma":0.004259474,"teacher_disagreement_score":0.9326422,"about_ca_system_score_codex":0.00007269807,"about_ca_system_score_gemma":0.00010358509,"threshold_uncertainty_score":0.9991967},"labels":[],"label_agreement":null},{"id":"W4395046446","doi":"10.1080/17524032.2024.2341926","title":"FutureCoast: A Playful Way to Assess Public Perceptions for Better Climate Change Communication","year":2024,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation of Sri Lanka; Polar Knowledge Canada","keywords":"Climate change; Perception; Psychology; Environmental resource management; Environmental science; Ecology; Biology","score_opus":0.4572153094589573,"score_gpt":0.43906368767694487,"score_spread":0.018151621782012406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395046446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61790353,0.008926973,0.0056342636,0.28506017,0.0011375677,0.0071819685,0.0013065998,0.0016038558,0.071245104],"genre_scores_gemma":[0.95853454,0.029630456,0.0055618663,0.0017101832,0.00027514034,0.0016773164,0.0021635955,0.000049931114,0.00039696053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785626,0.0007491558,0.00035022825,0.00031228238,0.000316289,0.0004157766],"domain_scores_gemma":[0.9978271,0.00045730793,0.00009004011,0.0013959171,0.000033032215,0.00019658229],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014800695,0.00019068287,0.00016777626,0.00021996988,0.0019994634,0.0004772555,0.00110035,0.00018471322,0.0020571712],"category_scores_gemma":[0.000059382957,0.00021206294,0.0001440981,0.00030641674,0.00028448552,0.00097336766,0.0004980934,0.00032091656,0.0010370562],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056906676,0.0005951246,0.008000248,0.000105550964,0.000066015826,5.255914e-7,0.17446412,0.000006433686,0.0050565163,0.06852859,0.011564618,0.73155534],"study_design_scores_gemma":[0.00026097236,0.00006492711,0.04774783,0.00016608436,0.00004537219,0.0000026831738,0.02700768,0.000962357,0.000028701506,0.001537881,0.9217721,0.0004033575],"about_ca_topic_score_codex":0.00024436082,"about_ca_topic_score_gemma":0.004030061,"teacher_disagreement_score":0.9102075,"about_ca_system_score_codex":0.00063587236,"about_ca_system_score_gemma":0.000019875315,"threshold_uncertainty_score":0.9997408},"labels":[],"label_agreement":null},{"id":"W4395665047","doi":"10.1007/978-3-031-54783-6_14","title":"In|difference","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Advanced Education","funders":"","keywords":"Computer science; Mathematics","score_opus":0.605335302724784,"score_gpt":0.477634550291614,"score_spread":0.12770075243316997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395665047","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013833508,0.0004969493,0.0000015630206,0.006426169,0.00032565644,0.00009079218,0.0000060688817,0.000069848196,0.99256915],"genre_scores_gemma":[0.0014610351,0.020638755,0.000015720165,0.00045459377,0.00019318351,0.000004543338,0.000016591393,0.000010472194,0.9772051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955535,0.00001097419,0.00010152193,0.000114641305,0.00013386317,0.00008365695],"domain_scores_gemma":[0.9997062,0.000044009255,0.000021210235,0.0001712688,0.00002222937,0.000035058965],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015371398,0.00006964695,0.00008698911,0.00009622122,0.00006379027,0.00004938571,0.0001838652,0.00018901483,0.03754832],"category_scores_gemma":[0.000008338993,0.00006638195,0.000042892618,0.00002273074,0.000098750366,0.00003169826,0.000058333848,0.00020248839,0.004405122],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[4.97338e-7,0.0000018706402,0.0000030142753,0.000007468878,0.0000013937096,0.0000014862034,0.004666651,9.790546e-9,0.0000018190162,0.98432446,0.0039189807,0.007072338],"study_design_scores_gemma":[0.000012343566,0.0000022172057,0.000019561043,0.00006560568,0.0000030134609,1.2294632e-7,0.0003627504,0.0000026770767,8.3910315e-8,0.19173478,0.80772823,0.00006860825],"about_ca_topic_score_codex":0.00084019755,"about_ca_topic_score_gemma":0.03958078,"teacher_disagreement_score":0.8038092,"about_ca_system_score_codex":0.000116382485,"about_ca_system_score_gemma":0.000040041134,"threshold_uncertainty_score":0.9963701},"labels":[],"label_agreement":null},{"id":"W4395683836","doi":"10.1111/socf.12994","title":"Sociology and the climate crisis: A momentum surge and the roots run deep","year":2024,"lang":"en","type":"article","venue":"Sociological Forum","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Surge; Sociology; Momentum (technical analysis); Climate change; Social science; Political economy; Economic history; Positive economics; Economics; Geography; Ecology; Biology; Meteorology","score_opus":0.20410327228115271,"score_gpt":0.42273960943564387,"score_spread":0.21863633715449116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395683836","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39769524,0.025749857,0.00006491254,0.5582784,0.0004945711,0.0005753372,0.000018963967,0.00020556271,0.016917178],"genre_scores_gemma":[0.944032,0.051898178,0.000012203977,0.0036229657,0.00014336382,0.00009414577,0.000012238224,0.0000051979778,0.00017967036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978958,0.00130319,0.00016774653,0.00018701503,0.00010885544,0.00033740737],"domain_scores_gemma":[0.9978553,0.0018706348,0.000039945862,0.00015373614,0.000026106582,0.000054266446],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0030346436,0.00009291713,0.00019153536,0.000018480996,0.0014536158,0.0001327238,0.00021642439,0.00019182482,0.00042716382],"category_scores_gemma":[0.0002521022,0.000042706804,0.00010518377,0.0000766523,0.004174116,0.00007060377,0.0002411029,0.00029833554,0.00005312521],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081223254,0.000010159303,0.0016153123,0.000009975965,0.000022986495,8.2182993e-7,0.06073308,1.8833394e-7,0.0000080658365,0.9293148,0.0036477388,0.0045556338],"study_design_scores_gemma":[0.0013254998,0.00004766178,0.008250287,0.00001866049,0.000057332963,0.00000458405,0.22641893,0.0009909784,4.2489074e-7,0.58649445,0.17621817,0.0001730228],"about_ca_topic_score_codex":0.00023418473,"about_ca_topic_score_gemma":0.00046654334,"teacher_disagreement_score":0.55465543,"about_ca_system_score_codex":0.000036854985,"about_ca_system_score_gemma":0.000016235712,"threshold_uncertainty_score":0.99984634},"labels":[],"label_agreement":null},{"id":"W4395959926","doi":"10.1007/s11125-024-09678-9","title":"Radical imagination for a new social contract for education","year":2024,"lang":"en","type":"article","venue":"Prospects","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University","funders":"","keywords":"Social contract; Sociology; Pedagogy; Psychology; Political science; Politics; Law","score_opus":0.34849405021798485,"score_gpt":0.5187567500742312,"score_spread":0.1702626998562463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395959926","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04220216,0.012415891,0.07334288,0.64470786,0.009823996,0.012539695,0.0002093781,0.002658676,0.20209949],"genre_scores_gemma":[0.9870166,0.0004770838,0.0024997345,0.00052346714,0.0030137822,0.00044633116,0.00016593444,0.00001537518,0.005841701],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995403,0.000026282125,0.000087905624,0.000118207085,0.000098812285,0.00012848109],"domain_scores_gemma":[0.99963266,0.0001390989,0.000025665659,0.000055665398,0.00009556567,0.000051376468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003459148,0.00004481113,0.0000576106,0.000045552923,0.0003836048,0.00019371453,0.00009246511,0.000056998455,0.00018885102],"category_scores_gemma":[0.00020745605,0.0000466152,0.0000627685,0.000115858995,0.000057556357,0.00018990359,0.0000072042594,0.000046565103,0.00003151874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013644259,0.00004897493,0.00006443173,0.000048816575,0.0000048116813,3.0537702e-8,0.023606695,4.6115478e-8,0.0005526839,0.5382214,0.06786854,0.3695699],"study_design_scores_gemma":[0.000212299,0.000021410677,0.0010145139,0.000024331133,0.000015623233,2.7826167e-7,0.00105624,0.00080850616,0.000056198536,0.0669637,0.9297515,0.00007536239],"about_ca_topic_score_codex":0.00023892382,"about_ca_topic_score_gemma":0.0007094769,"teacher_disagreement_score":0.94481444,"about_ca_system_score_codex":0.00017839021,"about_ca_system_score_gemma":0.00042342997,"threshold_uncertainty_score":0.29504168},"labels":[],"label_agreement":null},{"id":"W4396213367","doi":"10.1088/2752-5309/ad44cb","title":"Headlining mental health in a changing climate: a systematic analysis of climate change and mental health news coverage from Canada and the United States","year":2024,"lang":"en","type":"article","venue":"Environmental Research Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Balsillie School of International Affairs; University of Waterloo; Memorial University of Newfoundland; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; Killam Trusts; Faculty of Graduate Studies and Research, University of Alberta; Ministry of Advanced Education, Government of Alberta","keywords":"Mental health; Climate change; Environmental health; Political science; Psychology; Geography; Medicine; Psychiatry; Oceanography","score_opus":0.2931991445156527,"score_gpt":0.47574101400063123,"score_spread":0.18254186948497853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396213367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85885316,0.02733135,0.0000070177716,0.1089904,0.00012509836,0.0024473509,0.0020910813,0.000026937765,0.0001276325],"genre_scores_gemma":[0.5869443,0.4099893,0.000019366673,0.0018475357,0.000025450625,0.000072338604,0.0010741346,0.000011569346,0.000016032305],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9936738,0.003590881,0.0006530132,0.00034179434,0.00078610325,0.0009544297],"domain_scores_gemma":[0.9982046,0.00096494786,0.0002066766,0.00026626364,0.000007871564,0.0003496748],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009004314,0.00014586915,0.00058480445,0.00087719585,0.0016447582,0.00013531737,0.00019674333,0.000043301083,0.00017991687],"category_scores_gemma":[0.00005233888,0.00011967831,0.000050372906,0.0016022958,0.00046344093,0.0001647119,0.0003515407,0.00036895147,0.0000038994554],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002512251,0.00019587536,0.04679788,0.005768857,0.00020811128,0.000004231186,0.9034285,0.000020910562,0.000016620397,0.0023406644,0.00057904416,0.04038811],"study_design_scores_gemma":[0.0024302537,0.00043914551,0.060775068,0.00846184,0.00005029167,0.0000042107727,0.86736363,0.046524905,0.0000016484282,0.0002178253,0.013327779,0.00040342257],"about_ca_topic_score_codex":0.9054203,"about_ca_topic_score_gemma":0.94269437,"teacher_disagreement_score":0.38265795,"about_ca_system_score_codex":0.00243035,"about_ca_system_score_gemma":0.00034686225,"threshold_uncertainty_score":0.99965495},"labels":[],"label_agreement":null},{"id":"W4396219520","doi":"10.1007/s10584-024-03713-6","title":"Beach day or deadly heatwave? Content analysis of media images from the 2021 Heat Dome in Canada","year":2024,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Waterloo; University of Ottawa; Health Canada","funders":"Health Canada; University of Ottawa","keywords":"Dome (geology); Environmental science; Physical geography; Meteorology; Geography; Geology; Paleontology","score_opus":0.5927097112005902,"score_gpt":0.4328923288569054,"score_spread":0.15981738234368487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396219520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9514673,0.009328123,0.000040676045,0.032940976,0.0008796697,0.000625961,0.0010577585,0.00003621057,0.0036233254],"genre_scores_gemma":[0.9897134,0.0087193325,0.00005038206,0.0005902946,0.00021380436,0.00008608833,0.00046011352,0.000009194266,0.00015740066],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984649,0.00041462103,0.0003460916,0.000178396,0.00036805082,0.00022798694],"domain_scores_gemma":[0.99723977,0.002182214,0.000051099727,0.00038864475,0.00006164814,0.000076632896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092615344,0.00010211585,0.00030657861,0.00014131701,0.00014616341,0.00007193367,0.00036585232,0.000052574254,0.006434424],"category_scores_gemma":[0.0003070955,0.000068551555,0.00010024981,0.0012739,0.00014221124,0.00012377319,0.00007950291,0.00013530215,0.000022223487],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052357784,0.0001752282,0.103164434,0.0001795227,0.00068839965,0.000047575813,0.7745044,0.000016225751,0.0009300145,0.0014354007,0.009179991,0.1096264],"study_design_scores_gemma":[0.0004968039,0.000033658718,0.602314,0.00072025624,0.0010199447,7.656048e-7,0.3419859,0.012367746,0.000044032662,0.0003864991,0.04020016,0.00043024746],"about_ca_topic_score_codex":0.960692,"about_ca_topic_score_gemma":0.9984599,"teacher_disagreement_score":0.49914953,"about_ca_system_score_codex":0.0005612706,"about_ca_system_score_gemma":0.0002928715,"threshold_uncertainty_score":0.9944738},"labels":[],"label_agreement":null},{"id":"W4396494884","doi":"10.1038/s43247-024-01392-w","title":"Generative AI tools can enhance climate literacy but must be checked for biases and inaccuracies","year":2024,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"United Nations University Institute for Water, Environment, and Health","funders":"National Science Foundation","keywords":"Generative grammar; Consistency (knowledge bases); Context (archaeology); Literacy; Hazard; Computer science; Dissemination; Scale (ratio); Climate change; Generative model; Machine learning; Data science; Artificial intelligence; Psychology; Geography; Cartography","score_opus":0.44872253770915543,"score_gpt":0.47078215070094886,"score_spread":0.02205961299179343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396494884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6737744,0.028151466,0.0032991925,0.27255172,0.00041022914,0.003332088,0.0021964072,0.0005364316,0.015748078],"genre_scores_gemma":[0.8286767,0.16103174,0.006173843,0.0013169436,0.00008956476,0.0005266013,0.0006704102,0.000019141713,0.0014950718],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987389,0.00033402818,0.00026488065,0.00024628857,0.00016129714,0.00025463867],"domain_scores_gemma":[0.99780256,0.000892016,0.00007123334,0.0010894218,0.000042156087,0.000102620856],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005704652,0.00013624564,0.00014375777,0.000083168445,0.0014026149,0.00046762475,0.00051719433,0.00007911918,0.00037386845],"category_scores_gemma":[0.00018126071,0.00014099566,0.00006930037,0.00013862504,0.00066558603,0.00043819362,0.00038024562,0.00018796438,0.000059138754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039114653,0.00045719513,0.00092210766,0.00015494224,0.00009877137,0.0000015052473,0.2230567,0.00007482359,0.013928296,0.0799948,0.0029785247,0.6782932],"study_design_scores_gemma":[0.0001308127,0.000044488785,0.0032136207,0.00010754293,0.000035112094,0.0000012283743,0.0076170475,0.0028274665,0.00046456058,0.0004234007,0.9849219,0.00021284875],"about_ca_topic_score_codex":0.00030047024,"about_ca_topic_score_gemma":0.00217807,"teacher_disagreement_score":0.98194337,"about_ca_system_score_codex":0.00012107178,"about_ca_system_score_gemma":0.000052163243,"threshold_uncertainty_score":0.9998974},"labels":[],"label_agreement":null},{"id":"W4396513458","doi":"10.5964/gep.10829","title":"Examining contrasting influences of extreme weather experiences on individual climate activism","year":2024,"lang":"en","type":"article","venue":"Global Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Leeds; Leibniz-Gemeinschaft; Royal Bank of Canada","keywords":"Extreme weather; Climate change; Climatology; Geography; Political science; Oceanography; Geology","score_opus":0.4675664374971638,"score_gpt":0.46452184494586474,"score_spread":0.0030445925512990746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396513458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9215629,0.00058409484,0.000021803673,0.00045137378,0.0004884495,0.00011226368,0.000061966944,0.00006366095,0.07665348],"genre_scores_gemma":[0.9973988,0.0018519642,0.00009245305,0.00045798408,0.00009796672,0.000028146651,0.000019742665,0.0000064604906,0.00004650642],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987892,0.00021326945,0.00020723345,0.00026376304,0.00026250043,0.0002640309],"domain_scores_gemma":[0.99957305,0.000115091345,0.000072522475,0.00017303029,0.000002963613,0.00006331549],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042723978,0.00010527046,0.00012600444,0.00004594005,0.00021033178,0.00004628007,0.00028314145,0.000112803995,0.0023554838],"category_scores_gemma":[0.000024767476,0.00010047845,0.000044544602,0.0001364941,0.0006593679,0.00016380081,0.000069172216,0.000108996275,0.00018613387],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012577874,0.00043230396,0.08925699,0.000025971387,0.000086268825,0.000015959893,0.17975079,0.000011049286,0.01376016,0.00829008,0.00075228035,0.70749235],"study_design_scores_gemma":[0.0006074979,0.00042246297,0.71524817,0.00019498568,0.000043746706,0.000015807092,0.21722831,0.00006382124,0.00012431992,0.0013107319,0.064324826,0.00041530599],"about_ca_topic_score_codex":0.00007971447,"about_ca_topic_score_gemma":0.000064912485,"teacher_disagreement_score":0.7070771,"about_ca_system_score_codex":0.000094600706,"about_ca_system_score_gemma":0.00001147175,"threshold_uncertainty_score":0.9985565},"labels":[],"label_agreement":null},{"id":"W4396523535","doi":"10.2139/ssrn.4812120","title":"The Impact of Climate Change News on Low-Minus-High Carbon Intensity Portfolios","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Climate change; Intensity (physics); Carbon fibers; Environmental science; Atmospheric sciences; Climatology; Mathematics; Physics; Geology; Oceanography; Algorithm; Optics","score_opus":0.1376643701664827,"score_gpt":0.41204643641171557,"score_spread":0.27438206624523287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396523535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637133,0.0037887187,0.00000832311,0.0065584932,0.0005808562,0.00022034255,0.000008332665,0.000062075655,0.025059547],"genre_scores_gemma":[0.7869362,0.21217756,0.000001157129,0.000065218264,0.00054710073,0.0000060417055,0.0000044341864,0.000011617816,0.00025064583],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979437,0.00022339758,0.00023340822,0.00011891506,0.00028389605,0.001196684],"domain_scores_gemma":[0.99932003,0.00012310622,0.00012528834,0.00023042652,0.00011839469,0.000082765895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023603404,0.00010948971,0.00014251286,0.00010951146,0.00058093894,0.00013442815,0.00034951363,0.000081329505,0.000105202314],"category_scores_gemma":[0.00008481592,0.00007124676,0.00019995283,0.00031112085,0.00013754104,0.00013597877,0.000047213274,0.001058868,0.000034820896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036772055,0.0001777774,0.005314942,0.000022633565,0.0002539798,0.000008747339,0.034063462,0.00001168166,0.00052151945,0.4296615,0.0006564029,0.5289396],"study_design_scores_gemma":[0.0021929902,0.004947949,0.11161844,0.0016842576,0.0003706896,0.00048804187,0.23551978,0.002712397,0.00016238829,0.58113265,0.0574185,0.0017519268],"about_ca_topic_score_codex":0.008697798,"about_ca_topic_score_gemma":0.02501271,"teacher_disagreement_score":0.5271877,"about_ca_system_score_codex":0.0012896712,"about_ca_system_score_gemma":0.00093770097,"threshold_uncertainty_score":0.99790335},"labels":[],"label_agreement":null},{"id":"W4396619974","doi":"10.3389/fcomm.2024.1380092","title":"Navigating the climate change minefield: the influence of metaphor on climate doomism","year":2024,"lang":"en","type":"article","venue":"Frontiers in Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metaphor; Climate change; Environmental ethics; Chemistry; Ecology; Linguistics; Philosophy; Biology","score_opus":0.24272105980483416,"score_gpt":0.4443177643989918,"score_spread":0.20159670459415763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396619974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89048076,0.012002911,0.000054101907,0.07627864,0.00070456986,0.0010409215,0.00003809802,0.0001397363,0.019260291],"genre_scores_gemma":[0.9108829,0.08743928,0.00066432287,0.00070830615,0.00006515805,0.00017435127,0.000029744668,0.000011265052,0.000024703644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981555,0.0009017582,0.0003174106,0.0001368188,0.00025415586,0.00023435413],"domain_scores_gemma":[0.9980317,0.0007118297,0.00013586122,0.0010234035,0.000069969195,0.0000272621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028101488,0.00009710996,0.00013454224,0.00004379081,0.0007433416,0.00012005782,0.0011466623,0.00009421258,0.000042732983],"category_scores_gemma":[0.00019311602,0.000065011496,0.00007402341,0.0005836549,0.0004202,0.00026861636,0.00022058729,0.00059309497,0.000024916046],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007426751,0.00012876789,0.017263668,0.00015168318,0.000041448977,8.963144e-7,0.38663936,0.00024886377,0.00032702408,0.0936801,0.003759797,0.49768412],"study_design_scores_gemma":[0.00086398097,0.00016344534,0.17332004,0.005628997,0.0001838585,0.0000041555936,0.28090808,0.022282336,0.00023583022,0.019989504,0.4955467,0.0008730887],"about_ca_topic_score_codex":0.0015921602,"about_ca_topic_score_gemma":0.0023572252,"teacher_disagreement_score":0.49681103,"about_ca_system_score_codex":0.00011021864,"about_ca_system_score_gemma":0.000023953142,"threshold_uncertainty_score":0.5717258},"labels":[],"label_agreement":null},{"id":"W4396652546","doi":"10.1016/j.enpol.2024.114149","title":"Do climate concerns and worries predict energy preferences? A meta-analysis","year":2024,"lang":"en","type":"article","venue":"Energy Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Ottawa; Université de Saint-Boniface; Université de Montréal; University of British Columbia; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; CHEO Research Institute","keywords":"Climate change; Renewable energy; Biology and political orientation; Natural resource economics; Opposition (politics); Psychology; Energy transition; Environmental impact of the energy industry; Energy policy; Environmental resource management; Social psychology; Public economics; Political science; Economics; Politics; Ecology","score_opus":0.5373291782304503,"score_gpt":0.48442737320386997,"score_spread":0.05290180502658037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396652546","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021658972,0.0492699,0.0015391974,0.03949996,0.0005169417,0.00017687047,0.0006411477,0.0011731427,0.88552386],"genre_scores_gemma":[0.9450692,0.0465362,0.000048406375,0.000700266,0.0005694584,0.00004473945,0.000078333345,0.000011309514,0.0069420864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865866,0.0003531836,0.0001983423,0.0002625578,0.00024606555,0.00028118075],"domain_scores_gemma":[0.999237,0.0002014369,0.000056020002,0.00031138049,0.000049792856,0.00014434506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038563303,0.00012846007,0.00031339322,0.00034529564,0.0004116803,0.00040631765,0.0002461382,0.000104402134,0.0034306524],"category_scores_gemma":[0.00006255858,0.0001050674,0.00031062562,0.0011065012,0.00030279494,0.00022056418,0.00012457692,0.00007143835,0.000018217173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050733756,0.00001623802,0.00020302163,0.000010324186,0.005564961,0.0000013997388,0.016331118,0.000044523927,0.000013931777,0.9605364,0.0015885053,0.015684491],"study_design_scores_gemma":[0.00005959757,0.00002160272,0.00047719595,0.000007390905,0.010851874,7.225955e-7,0.0029772439,0.00093455234,0.000013337554,0.010528197,0.9739259,0.00020238865],"about_ca_topic_score_codex":0.038645525,"about_ca_topic_score_gemma":0.048902385,"teacher_disagreement_score":0.97233737,"about_ca_system_score_codex":0.00007483442,"about_ca_system_score_gemma":0.0001132478,"threshold_uncertainty_score":0.99748033},"labels":[],"label_agreement":null},{"id":"W4396660719","doi":"10.1007/s13280-024-01999-5","title":"When concern is not enough: Overcoming the climate awareness-action gap","year":2024,"lang":"en","type":"article","venue":"AMBIO","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Mitacs","keywords":"Action (physics); Climate change; Agency (philosophy); Climate justice; Dilemma; Perspective (graphical); Political economy of climate change; Shadow (psychology); Political science; Environmental ethics; Environmental resource management; Public relations; Psychology; Sociology; Economics; Computer science; Social science; Ecology; Epistemology","score_opus":0.6836296524173886,"score_gpt":0.5127864323227043,"score_spread":0.17084322009468433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396660719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61169076,0.0021118727,0.0002482546,0.1640311,0.0036899052,0.0005678496,0.00012086665,0.00078021106,0.21675919],"genre_scores_gemma":[0.98622876,0.008866722,0.00003071923,0.0019180955,0.00033144478,0.000018692537,0.000024749026,0.000010649917,0.0025701458],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921626,0.0001537609,0.00011653541,0.00014042869,0.00018853687,0.00018449166],"domain_scores_gemma":[0.99948,0.00016655108,0.000033554308,0.00024334206,0.000038977694,0.00003757274],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005612262,0.000065118664,0.000070121256,0.000029726314,0.0007872855,0.0002789262,0.00022828497,0.00006916341,0.003554356],"category_scores_gemma":[0.000031612308,0.000051391027,0.000061160485,0.00014193432,0.00015678638,0.00022688456,0.000068999,0.00012689397,0.00096616964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004386223,0.00006545166,0.0048560454,0.00012923262,0.00004956777,0.0000046762793,0.49885342,0.0000033725935,0.012219789,0.08769048,0.061235912,0.3348482],"study_design_scores_gemma":[0.00005643495,0.0000087871695,0.0031476002,0.00004930193,0.000014181123,9.441829e-7,0.0133086415,0.0003899594,0.0001844199,0.0010599198,0.98169,0.00008981338],"about_ca_topic_score_codex":0.0053238324,"about_ca_topic_score_gemma":0.0068762805,"teacher_disagreement_score":0.9204541,"about_ca_system_score_codex":0.00012240832,"about_ca_system_score_gemma":0.00005276394,"threshold_uncertainty_score":0.9998117},"labels":[],"label_agreement":null},{"id":"W4396770771","doi":"10.21203/rs.3.rs-4345629/v1","title":"Climate change concern and discourse among nature lovers","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Climate change; Political science; Geology","score_opus":0.6166565991026475,"score_gpt":0.6064455434150715,"score_spread":0.010211055687575965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396770771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73499644,0.018688746,9.56726e-7,0.040390488,0.0013144985,0.0024539037,0.0008252724,0.00032267443,0.20100702],"genre_scores_gemma":[0.8761077,0.12077973,0.000015015692,0.0000908396,0.001080976,0.00023858885,0.00022239983,0.000031806063,0.0014329542],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968062,0.00092625327,0.00016933796,0.00048516726,0.0009994317,0.0006135865],"domain_scores_gemma":[0.99846876,0.00030400045,0.000060768558,0.0005944941,0.0003099288,0.0002620366],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00279523,0.00016751161,0.00020986852,0.0002972179,0.0007612721,0.00066042395,0.0005602951,0.0007803895,0.001032076],"category_scores_gemma":[0.00028886503,0.00015839588,0.0001040558,0.00037053303,0.0012887914,0.00013861147,0.0027915821,0.003280369,0.00031084917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110313405,0.00021770877,0.049812928,0.00579206,0.00009790716,0.00009640321,0.5125894,0.000003274298,0.00005446666,0.17222913,0.025293477,0.23370296],"study_design_scores_gemma":[0.0006263121,0.00017363964,0.13207476,0.011699078,0.00010107844,0.0000026712241,0.40856007,0.001609109,0.000014347787,0.04583824,0.3979125,0.0013881929],"about_ca_topic_score_codex":0.0050917543,"about_ca_topic_score_gemma":0.018959261,"teacher_disagreement_score":0.37261903,"about_ca_system_score_codex":0.00036756787,"about_ca_system_score_gemma":0.00016406116,"threshold_uncertainty_score":0.9998811},"labels":[],"label_agreement":null},{"id":"W4396975679","doi":"10.3389/fpsyt.2024.1377205","title":"On proposing relational environmental metaphors to stimulate engagement and foster well-being in the midst of climate change","year":2024,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Paul University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Action (physics); Feeling; Psychology; Constructive; Climate change; Mental health; Social psychology; Environmentalism; Environmental ethics; Sociology; Political science; Politics; Ecology; Psychotherapist; Computer science","score_opus":0.14087967787262337,"score_gpt":0.37422960162673785,"score_spread":0.23334992375411448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396975679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497498,0.0019751166,0.00017842469,0.016997602,0.0034340527,0.000849657,0.000018322764,0.000024247642,0.026772765],"genre_scores_gemma":[0.9931393,0.0031608937,0.00263428,0.000869584,0.000094454765,0.00004223344,0.00001544379,0.000008075635,0.000035684487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990462,0.00029883411,0.0001709245,0.00014715588,0.00019401079,0.00014286426],"domain_scores_gemma":[0.9997509,0.000064405336,0.000028649405,0.0001267957,0.0000028349532,0.000026381927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010331449,0.00006743459,0.00008246188,0.00019839028,0.00016122415,0.000039696777,0.00012404434,0.000048939015,0.000103661376],"category_scores_gemma":[0.000010833761,0.00005634509,0.000029636683,0.0002132025,0.00007492705,0.00011862572,0.000047315087,0.00016623066,0.0000131411925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011958006,0.00025875733,0.44596192,0.00013374955,0.000024454715,0.000002642622,0.4150134,0.00009346942,0.000058983092,0.048812933,0.0066507077,0.08286939],"study_design_scores_gemma":[0.0011471389,0.00029181887,0.6562226,0.0016090319,0.000078602745,0.0000020100717,0.19287567,0.007280877,0.0000089601945,0.04542712,0.094480336,0.0005758285],"about_ca_topic_score_codex":0.00005842504,"about_ca_topic_score_gemma":0.00045252618,"teacher_disagreement_score":0.22213775,"about_ca_system_score_codex":0.00009776712,"about_ca_system_score_gemma":0.000011418658,"threshold_uncertainty_score":0.2297686},"labels":[],"label_agreement":null},{"id":"W4397003474","doi":"10.1007/978-3-031-54715-7_2","title":"The Polar Libraries Colloquy","year":2024,"lang":"en","type":"book-chapter","venue":"Springer polar sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Polar; Computer science; Physics; Astronomy","score_opus":0.3235699516307415,"score_gpt":0.40120723668582947,"score_spread":0.07763728505508799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397003474","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000135628,0.019456599,0.0000028059976,0.016567796,0.0016764953,0.0002453691,0.00004812254,0.00021534022,0.96165186],"genre_scores_gemma":[0.007231339,0.04107108,0.0001620398,0.0004483251,0.000921101,0.000013116474,0.000013611811,0.00003464781,0.9501047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980934,0.00007923697,0.00026618945,0.00037536677,0.00078514626,0.0004006423],"domain_scores_gemma":[0.99882394,0.00034914174,0.00014322589,0.00047376746,0.00007918413,0.00013073339],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0018248541,0.00020963498,0.00017988322,0.00016567411,0.0041376655,0.0017695558,0.0015429565,0.00024773524,0.0017024206],"category_scores_gemma":[0.00011774596,0.0001513823,0.00017245635,0.00020300214,0.0032340493,0.0003647268,0.00039244874,0.00044351936,0.0017204458],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000018728092,0.0000031752993,0.00012202242,0.000009597339,0.000012889319,0.0000013674131,0.0054642335,1.6070517e-7,0.000009787652,0.98494613,0.0041277204,0.005301019],"study_design_scores_gemma":[0.000019048997,0.000019218342,0.00009037045,0.00009680687,0.00001949959,8.2319417e-7,0.0021188238,0.000007810121,0.0000030404365,0.10461793,0.89281636,0.00019026946],"about_ca_topic_score_codex":0.0014044867,"about_ca_topic_score_gemma":0.012392113,"teacher_disagreement_score":0.8886886,"about_ca_system_score_codex":0.00012290059,"about_ca_system_score_gemma":0.00043812062,"threshold_uncertainty_score":0.9994786},"labels":[],"label_agreement":null},{"id":"W4398183460","doi":"10.5539/ijel.v14n3p42","title":"A Corpus-Based Critical Discourse Analysis of Chinese and American News Coverage on Climate Change","year":2024,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Critical discourse analysis; Climate change; Political science; Linguistics; Psychology; Geology; Law; Philosophy; Oceanography; Politics","score_opus":0.14889817910146555,"score_gpt":0.48197595551242434,"score_spread":0.3330777764109588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398183460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9117058,0.0011704111,0.0009104835,0.0037320268,0.017470563,0.00016600055,0.00075586396,0.00007261692,0.06401627],"genre_scores_gemma":[0.9889072,0.0059880647,0.00021972466,0.00034499355,0.0044919257,0.000001847501,0.00002821159,0.000008174603,0.000009859853],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99885887,0.00012157628,0.00033583902,0.000091457456,0.00048472168,0.0001075499],"domain_scores_gemma":[0.9946732,0.000969444,0.0001932356,0.000096811455,0.003970796,0.0000965217],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00051114045,0.000078376346,0.00021108345,0.00047925106,0.00006801243,0.0001385773,0.0002492817,0.000037527272,0.00016212904],"category_scores_gemma":[0.0259334,0.0000675093,0.00015163931,0.0004077586,0.00031819835,0.000067224944,0.000036272926,0.00017943386,0.0000018834543],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000940858,0.0012861385,0.37278217,0.00014843063,0.0018831515,0.00020207973,0.12751764,0.00085988065,0.000054271324,0.33292022,0.0014742875,0.15993087],"study_design_scores_gemma":[0.0013041698,0.00089714734,0.148387,0.001042596,0.0017857013,0.0000019883275,0.019117104,0.018508825,0.000021132475,0.0050024227,0.8032811,0.0006507961],"about_ca_topic_score_codex":0.00025206545,"about_ca_topic_score_gemma":0.00087867805,"teacher_disagreement_score":0.8018068,"about_ca_system_score_codex":0.00009188733,"about_ca_system_score_gemma":0.00006258527,"threshold_uncertainty_score":0.98227155},"labels":[],"label_agreement":null},{"id":"W4398210667","doi":"10.1515/9781805390640-012","title":"Afterword: Risk Constellations and the Politics of Polarity","year":2022,"lang":"en","type":"book-chapter","venue":"Berghahn Books","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Constellation; Politics; Polarity (international relations); Political science; History; Law; Physics; Astronomy; Biology; Genetics","score_opus":0.2558452024785751,"score_gpt":0.3796417872675504,"score_spread":0.12379658478897526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398210667","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00046617977,0.0017707993,0.0000061865726,0.0019640892,0.00014415708,0.00033336124,0.00031600427,0.000030930616,0.9949683],"genre_scores_gemma":[0.10943928,0.031551782,0.000098227174,0.00045803277,0.0002870434,0.000020606645,0.00011513651,0.000033015,0.8579969],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897563,0.0002464376,0.00025164444,0.00013418717,0.00027171164,0.00012040501],"domain_scores_gemma":[0.9986138,0.0005535099,0.0002804849,0.00040579354,0.00008341367,0.00006300726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007182835,0.00011301579,0.00021207288,0.00006977476,0.0011654356,0.000037985697,0.00025196845,0.00015012611,0.0056834524],"category_scores_gemma":[0.00008390881,0.00009901745,0.000114899834,0.00002137335,0.0015176181,0.000037859165,0.00020238316,0.00037656285,0.000015782438],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010758012,0.000005119272,0.00024095445,0.000008030215,0.000022260767,2.119513e-7,0.0104113305,2.6180314e-7,6.4267056e-7,0.9855513,0.00051012536,0.0032390142],"study_design_scores_gemma":[0.00023699248,0.000009753875,0.00024782258,0.000021924372,0.00008652886,0.0000010448146,0.0015518804,0.0000062791673,2.204776e-7,0.10106872,0.8966641,0.0001047347],"about_ca_topic_score_codex":0.0051721265,"about_ca_topic_score_gemma":0.006312442,"teacher_disagreement_score":0.896154,"about_ca_system_score_codex":0.000083999876,"about_ca_system_score_gemma":0.000118375385,"threshold_uncertainty_score":0.9952255},"labels":[],"label_agreement":null},{"id":"W4398223099","doi":"10.26685/urncst.566","title":"Mass Media’s Potential to Increase Climate Anxiety, Self-Efficacy, and Pro-Environmental Behaviour: A Research Protocol","year":2024,"lang":"en","type":"article","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Anxiety; Psychology; Mass media; Protocol (science); Environmental science; Clinical psychology; Social psychology; Medicine; Psychiatry; Advertising; Business","score_opus":0.2813849765604474,"score_gpt":0.5430858214769025,"score_spread":0.2617008449164551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398223099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8619175,0.0007268243,0.00000305668,0.12765808,0.00022477904,0.008043574,0.000009477211,0.000110530025,0.0013061577],"genre_scores_gemma":[0.96180797,0.03627822,0.00044665686,0.00008130752,0.00022916943,0.001023473,0.000002501451,0.000011449784,0.00011924148],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99448186,0.0012380765,0.000551775,0.00070721476,0.001800354,0.0012207096],"domain_scores_gemma":[0.9976701,0.0008783822,0.0000635273,0.0002621498,0.00036020658,0.00076559157],"candidate_categories":["sts","scholarly_communication","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.026087716,0.00015883763,0.0002467998,0.001531266,0.00297821,0.001118153,0.00083201367,0.00031572912,0.00006777354],"category_scores_gemma":[0.0017562248,0.000120555625,0.000044005003,0.0030005805,0.0065628653,0.0006475601,0.0012433513,0.0035195486,0.000053013806],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044792736,0.0012878568,0.09985246,0.00012354692,0.000041345826,0.00041019003,0.00419103,4.5177853e-7,0.007087145,0.027050817,0.0026434208,0.8568638],"study_design_scores_gemma":[0.008945273,0.0056024226,0.25003332,0.0024132093,0.0001021215,0.0019273837,0.07324856,0.00951433,0.00021233168,0.40984917,0.23619013,0.0019617623],"about_ca_topic_score_codex":0.00030098806,"about_ca_topic_score_gemma":0.0009585276,"teacher_disagreement_score":0.854902,"about_ca_system_score_codex":0.00046403595,"about_ca_system_score_gemma":0.00059841474,"threshold_uncertainty_score":0.99991876},"labels":[],"label_agreement":null},{"id":"W4398495714","doi":"10.7910/dvn/9cstge","title":"Replication Data for: The Five Canadas of Climate Change: Using Audience Segmentation to Inform Communication on Climate Policy","year":2022,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Replication (statistics); Segmentation; Climate change; Computer science; Biology; Artificial intelligence; Ecology","score_opus":0.4601199004784927,"score_gpt":0.48795433759867984,"score_spread":0.027834437120187128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398495714","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009153735,0.000008037098,0.000027021462,0.0013978662,0.00028957188,0.0021176198,0.9955232,0.000034282293,0.0005108678],"genre_scores_gemma":[0.000094994146,0.04946872,0.00045887352,0.002292818,0.0002124689,0.0004585008,0.9469639,0.000018635787,0.000031071766],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975038,0.00040917844,0.0005229286,0.0004923176,0.000659805,0.00041192627],"domain_scores_gemma":[0.9912129,0.00062115525,0.0007932007,0.0070314915,0.0002230485,0.00011818703],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030401037,0.00021288857,0.00025921396,0.0003034731,0.002630179,0.00013755183,0.003688579,0.00014377867,0.010843887],"category_scores_gemma":[0.0013292105,0.0002047592,0.000065628825,0.0007824121,0.00022442802,0.00067749876,0.0024511223,0.00029175222,0.00048469042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010400424,0.00006009089,0.000009719577,0.00010355147,0.000022294045,2.0190448e-7,0.0055202055,0.000050858736,0.00001583446,0.0014494786,0.97909164,0.013572097],"study_design_scores_gemma":[0.0002015489,0.000052945343,0.00013426603,0.00010523703,0.00010571117,8.544445e-7,0.010493029,0.0005207713,0.0000025321233,0.00001996387,0.98816144,0.00020171344],"about_ca_topic_score_codex":0.10320811,"about_ca_topic_score_gemma":0.13978164,"teacher_disagreement_score":0.04946068,"about_ca_system_score_codex":0.0009004033,"about_ca_system_score_gemma":0.0003415684,"threshold_uncertainty_score":0.99866825},"labels":[],"label_agreement":null},{"id":"W4398775181","doi":"10.1186/s13750-024-00334-5","title":"Navigating the science policy interface: a co-created mind-map to support early career research contributions to policy-relevant evidence","year":2024,"lang":"en","type":"article","venue":"Environmental Evidence","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; McGill University","funders":"United Nations Development Programme; Global Environment Facility","keywords":"Interface (matter); Science policy; Mind map; Research policy; Political science; Psychology; Public relations; Sociology; Business; Public administration; Computer science; Mathematics education","score_opus":0.4693317648720658,"score_gpt":0.5902948753399004,"score_spread":0.12096311046783464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398775181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84607786,0.0014301077,0.0001742488,0.1489644,0.00020206043,0.0013182259,0.00016435358,0.000094161456,0.0015745811],"genre_scores_gemma":[0.9944316,0.0022688208,0.00013206809,0.0006774165,0.00047165685,0.00020375592,0.000008733818,0.000017930603,0.0017880084],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958954,0.0007062975,0.00033437024,0.0005818146,0.001613161,0.0008689639],"domain_scores_gemma":[0.997113,0.0014606911,0.00004756064,0.00073705777,0.000115314826,0.00052637485],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0062934635,0.00016621218,0.00014551946,0.0003289643,0.0024873733,0.00086565426,0.0016648293,0.00008428062,0.0012850498],"category_scores_gemma":[0.0051042046,0.00013910569,0.0000737557,0.0028379345,0.0020761378,0.0010253191,0.00088690605,0.00072190573,0.0060452344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089872854,0.000112715956,0.004952608,0.00004701543,0.000023318215,0.000023790433,0.4072444,0.000117294425,0.457753,0.0065462417,0.006149533,0.11694018],"study_design_scores_gemma":[0.00040950903,0.0020968092,0.09233085,0.013605061,0.000081204715,0.000055507513,0.15880758,0.0010019168,0.040696815,0.0014657264,0.68768847,0.0017605649],"about_ca_topic_score_codex":0.014522622,"about_ca_topic_score_gemma":0.001127814,"teacher_disagreement_score":0.68153894,"about_ca_system_score_codex":0.003590733,"about_ca_system_score_gemma":0.0009734231,"threshold_uncertainty_score":0.9996279},"labels":[],"label_agreement":null},{"id":"W4398818218","doi":"10.7910/dvn/ttebfd","title":"SNSF100017-179281","year":2023,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science","score_opus":0.4080074966758462,"score_gpt":0.44366059381208367,"score_spread":0.03565309713623749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398818218","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000046786627,0.000001085862,0.0000016640116,0.00015268252,0.0014106327,0.00025646485,0.9886248,0.00022353638,0.009324421],"genre_scores_gemma":[0.0000010943481,0.032347377,0.000027815338,0.0005391326,0.00073682354,0.000039508403,0.96080023,0.000020256966,0.0054877796],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998281,0.00033802429,0.00023668673,0.00030930826,0.00048593216,0.000349037],"domain_scores_gemma":[0.9979552,0.00019505639,0.00014945578,0.001437555,0.00008791708,0.00017483036],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00084444287,0.00017937207,0.00021949697,0.00019118348,0.0006584827,0.00019897847,0.0012385545,0.00037406146,0.08839669],"category_scores_gemma":[0.00055666233,0.0001987103,0.00010624176,0.0003535814,0.00026788856,0.0002294369,0.000465858,0.00037031976,0.8067477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006181901,0.000032457658,0.0000021072715,0.000029835082,0.000013061394,0.000010649994,0.0006944902,2.047041e-7,0.000001507922,0.00015589423,0.9982003,0.0008533309],"study_design_scores_gemma":[0.00012358157,0.000008590094,0.00003877364,0.00006176995,0.000041401552,6.4025073e-7,0.0024341133,0.0000022776264,1.452767e-7,0.000058995054,0.99700314,0.00022657088],"about_ca_topic_score_codex":0.021149103,"about_ca_topic_score_gemma":0.06316934,"teacher_disagreement_score":0.718351,"about_ca_system_score_codex":0.00019120793,"about_ca_system_score_gemma":0.00017668783,"threshold_uncertainty_score":0.98536915},"labels":[],"label_agreement":null},{"id":"W4399053656","doi":"10.1007/s11192-024-05047-7","title":"Visualizing hidden communities of interest: A case-study analysis of topic-based social networks in astrobiology","year":2024,"lang":"en","type":"article","venue":"Scientometrics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Canada Research Chairs","keywords":"Social network analysis; Data science; Computer science; Astrobiology; World Wide Web; Social media; Biology","score_opus":0.733346814239927,"score_gpt":0.5580407318549871,"score_spread":0.17530608238493983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399053656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997601,0.00022577074,0.00042995892,0.00016185365,0.00021171916,0.0001314938,0.00001642952,0.000024523964,0.0011972688],"genre_scores_gemma":[0.9996763,0.000110147026,0.00008327678,0.000025412759,0.000030742263,0.0000068014424,0.000028297052,0.0000034426594,0.000035594996],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9986774,0.0005752897,0.00029465344,0.000100182726,0.00019144613,0.0001610844],"domain_scores_gemma":[0.99889535,0.00064938806,0.00009115787,0.00018237138,0.00015019623,0.000031568925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024677576,0.00005637458,0.000220858,0.0043037925,0.00018150794,0.000062940686,0.00032091644,0.00007420303,0.0002867536],"category_scores_gemma":[0.00016430025,0.000056294528,0.00010374864,0.018229883,0.00031378827,0.00007563196,0.00011037071,0.00013723242,0.0000012329192],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011834899,0.00043700807,0.6215482,0.000044853612,0.00014664045,0.000020112522,0.33374733,0.0003374179,0.000059846458,0.0041453033,0.00006297537,0.039438475],"study_design_scores_gemma":[0.00045903385,0.0002461026,0.18335621,0.00007705518,0.00038405936,0.0000017957053,0.7496889,0.06318849,0.000009835727,0.000071099676,0.0022984452,0.00021897239],"about_ca_topic_score_codex":0.012509514,"about_ca_topic_score_gemma":0.14041363,"teacher_disagreement_score":0.438192,"about_ca_system_score_codex":0.00012931487,"about_ca_system_score_gemma":0.000057555713,"threshold_uncertainty_score":0.9940663},"labels":[],"label_agreement":null},{"id":"W4399075250","doi":"10.1109/icnwc60771.2024.10537404","title":"Sentiment Analysis on Climate Change using Twitter Data","year":2024,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sentiment analysis; Social media; Support vector machine; Computer science; Conversation; Context (archaeology); Nexus (standard); Climate change; Artificial intelligence; Data science; Microblogging; Public opinion; Machine learning; Political science; Sociology; World Wide Web; Geography; Politics","score_opus":0.8486387104119217,"score_gpt":0.5706832469648855,"score_spread":0.27795546344703626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399075250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50665754,0.0009693761,0.0012573907,0.04666614,0.0013720585,0.0006697518,0.00020706303,0.0008240125,0.44137666],"genre_scores_gemma":[0.99247396,0.0036941255,0.00035640268,0.0015496709,0.00039034092,0.000008162463,0.00025010205,0.000007870577,0.0012693638],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992512,0.00011418244,0.000094427116,0.00019421951,0.00019162468,0.00015433338],"domain_scores_gemma":[0.99933064,0.00005264357,0.000016590559,0.0005349022,0.000017963288,0.00004727324],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006310143,0.000051422423,0.00007294161,0.00016888235,0.00026261972,0.00020289012,0.0002931365,0.000037451562,0.007346999],"category_scores_gemma":[0.000009195363,0.00004426611,0.000050810824,0.00064166024,0.00004358579,0.00022034178,0.00017940755,0.000056873036,0.0005561437],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005036303,0.0006065714,0.04597196,0.00020020081,0.0013461594,0.00003132987,0.4249775,0.00005799851,0.001987154,0.10005345,0.038278118,0.38643917],"study_design_scores_gemma":[0.000112649184,0.000020545416,0.0089659905,0.00011400267,0.00070512213,5.434853e-7,0.023266895,0.11498583,0.000023890492,0.00026101744,0.8511944,0.00034913674],"about_ca_topic_score_codex":0.0020901987,"about_ca_topic_score_gemma":0.0037526493,"teacher_disagreement_score":0.8129163,"about_ca_system_score_codex":0.000078726305,"about_ca_system_score_gemma":0.000010707087,"threshold_uncertainty_score":0.99356043},"labels":[],"label_agreement":null},{"id":"W4399148752","doi":"","title":"Increased Scholarly Movement on Embedded Racial Inaccuracies of Peripheral Pulse Oximeters.","year":2023,"lang":"en","type":"letter","venue":"PubMed","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Registered Nurses' Association of Ontario","funders":"","keywords":"Peripheral; Movement (music); Pulse (music); Medicine; Psychology; Political science; Computer science; Internal medicine; Telecommunications; Acoustics; Physics","score_opus":0.375517583270255,"score_gpt":0.38907376585312925,"score_spread":0.013556182582874277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399148752","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091453515,0.00023198647,0.0000062933414,0.80141044,0.0025082626,0.0032131816,0.0005000687,0.0005097782,0.10016645],"genre_scores_gemma":[0.16573592,0.0050424337,0.00010627403,0.785551,0.00887918,0.005787686,0.002501645,0.00017014671,0.026225723],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99701905,0.00077928347,0.00040764018,0.00032522602,0.0009186817,0.00055013964],"domain_scores_gemma":[0.9983969,0.00033959118,0.00033806125,0.0006004987,0.00021508247,0.000109864064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013896645,0.0002293094,0.00036064113,0.00031369837,0.0004020731,0.00035035354,0.00078366994,0.00061385793,0.0009091428],"category_scores_gemma":[0.0010110234,0.00023548995,0.00021204064,0.0004542893,0.00029255147,0.0003828118,0.00014581144,0.0010258125,0.00011109395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011513564,0.00012831565,0.0005436071,0.0001431489,0.00011148374,0.00002147758,0.034254488,0.00000128431,0.00006153113,0.00033588032,0.8407837,0.12349995],"study_design_scores_gemma":[0.00043875966,0.000032930828,0.028859844,0.00004940692,0.00004851378,1.622027e-7,0.0042457613,0.0000052575256,0.000028587363,0.00040214026,0.965534,0.00035469228],"about_ca_topic_score_codex":0.0037674557,"about_ca_topic_score_gemma":0.00193125,"teacher_disagreement_score":0.12475025,"about_ca_system_score_codex":0.0004818364,"about_ca_system_score_gemma":0.00008181133,"threshold_uncertainty_score":0.9954476},"labels":[],"label_agreement":null},{"id":"W4399194215","doi":"10.1515/9781478091981-009","title":"Appendix: A Decade of Climate Change","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appendix; Climate change; History; Climatology; Geography; Environmental science; Oceanography; Geology; Paleontology","score_opus":0.4526618115726552,"score_gpt":0.43435079352443556,"score_spread":0.018311018048219663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399194215","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019680961,0.0002774608,0.000027749835,0.001549498,0.00017754357,0.00029134136,0.00004476577,0.00008307515,0.9975289],"genre_scores_gemma":[0.0074710865,0.17570464,0.000252089,0.0011124207,0.0009552325,0.000031583913,0.00036789873,0.000052310443,0.81405276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907994,0.000055631004,0.00024238345,0.00015829368,0.00027777665,0.00018594676],"domain_scores_gemma":[0.9990953,0.0000921159,0.00023071056,0.00039712482,0.00009984221,0.00008485828],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005203481,0.00013217377,0.00024949448,0.00012000005,0.00019961028,0.000022853728,0.0003630265,0.00033889042,0.03207535],"category_scores_gemma":[0.000023405202,0.0001303436,0.00012883077,0.000025969155,0.00023574191,0.00005074224,0.00012273731,0.00015550281,0.0024648777],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000458737,0.00000568495,0.000031705127,0.000037773818,0.0000058187256,1.8020025e-7,0.0057222215,1.1418555e-8,0.0000038724193,0.8832303,0.0015445215,0.10941332],"study_design_scores_gemma":[0.00007361159,0.000017823755,0.000061383354,0.00014103031,0.0000197981,2.8622162e-7,0.00048155134,0.0000048811676,0.0000011557446,0.0050552078,0.9939925,0.00015075899],"about_ca_topic_score_codex":0.00062443013,"about_ca_topic_score_gemma":0.0086363135,"teacher_disagreement_score":0.992448,"about_ca_system_score_codex":0.00006102233,"about_ca_system_score_gemma":0.000022740116,"threshold_uncertainty_score":0.9983118},"labels":[],"label_agreement":null},{"id":"W4399248877","doi":"10.1016/j.resconrec.2024.107718","title":"An advanced review of climate change mitigation policies in the United States","year":2024,"lang":"en","type":"article","venue":"Resources Conservation and Recycling","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Climate change; Environmental planning; Political science; Environmental science; Environmental resource management; Geology; Oceanography","score_opus":0.30828174898772165,"score_gpt":0.4631640064764069,"score_spread":0.15488225748868523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399248877","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94181466,0.015131511,0.000010194655,0.0398781,0.000056541605,0.0003169158,0.000010849067,0.00005778957,0.0027234342],"genre_scores_gemma":[0.3968315,0.597615,0.00006791453,0.00519923,0.00006581661,0.00003232331,0.00016514938,0.000005070153,0.000017941928],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989454,0.00048025945,0.00022522475,0.00009435482,0.00014821593,0.00010655574],"domain_scores_gemma":[0.9993691,0.0003417106,0.00007342507,0.00012512933,0.0000638661,0.000026804835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435643,0.00005379174,0.000090153946,0.00014205188,0.00021992593,0.00007989945,0.00011890402,0.000042542295,0.0000464368],"category_scores_gemma":[0.00010839771,0.00004070937,0.000023474002,0.00062159356,0.00012903298,0.00021541367,0.000014167821,0.000087476255,0.0000025061847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027783692,0.000077051904,0.025075242,0.0043618497,0.000010042248,0.0000015305576,0.6241168,0.00002366561,0.0006524157,0.029979402,0.00026525196,0.315409],"study_design_scores_gemma":[0.00019842839,0.000055237484,0.05779735,0.01253119,0.00002868422,0.0000020515286,0.11503582,0.011322982,0.000016100976,0.0010518741,0.80177546,0.00018484413],"about_ca_topic_score_codex":0.0024234494,"about_ca_topic_score_gemma":0.0022271567,"teacher_disagreement_score":0.8015102,"about_ca_system_score_codex":0.0000202211,"about_ca_system_score_gemma":0.000010831438,"threshold_uncertainty_score":0.36635464},"labels":[],"label_agreement":null},{"id":"W4399423692","doi":"10.52381/icop2024.157.1","title":"From science to story: communicating permafrost concepts with data comics","year":2024,"lang":"en","type":"report","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Simon Fraser University","funders":"","keywords":"Comics; Permafrost; Narrative; Visualization; Data science; Transparency (behavior); Computer science; Science communication; Storytelling; Geovisualization; Data visualization; Information visualization; Science education; Sociology; Ecology; Data mining","score_opus":0.7115245074986354,"score_gpt":0.5643577635785905,"score_spread":0.14716674392004492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399423692","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020160032,0.0013065771,0.00008827335,0.011607546,0.0009039631,0.0005444891,0.0033934996,0.0005208025,0.97961885],"genre_scores_gemma":[0.51187325,0.10141553,0.038755875,0.0063281194,0.005873084,0.0002753169,0.04100331,0.0007621059,0.29371342],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970924,0.00026573715,0.00024468635,0.0006330496,0.0014116851,0.00035242666],"domain_scores_gemma":[0.99515027,0.00032368893,0.00018669071,0.0036082263,0.00045333258,0.00027781416],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003723663,0.0002059035,0.00030779335,0.00021738293,0.0011038092,0.0006027408,0.0047948356,0.00019194045,0.0018252323],"category_scores_gemma":[0.0006871684,0.00018095232,0.000034319906,0.000798905,0.0016111648,0.000297599,0.002805758,0.0006465956,0.00041641333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012481956,0.000072484,0.0012013011,0.000075549,0.000059506063,0.0000068511945,0.10556142,0.0000018682709,0.0005176455,0.0038774991,0.8488588,0.039754607],"study_design_scores_gemma":[0.000054791733,0.000013839156,0.00018023976,0.0004274998,0.000041830706,0.0000015011578,0.04043722,0.00008317448,0.0000028353131,0.00004110452,0.9584398,0.00027610935],"about_ca_topic_score_codex":0.081593044,"about_ca_topic_score_gemma":0.19592634,"teacher_disagreement_score":0.68590546,"about_ca_system_score_codex":0.0008060663,"about_ca_system_score_gemma":0.0029964186,"threshold_uncertainty_score":0.9990872},"labels":[],"label_agreement":null},{"id":"W4399727680","doi":"10.22230/cjc.2021v46n2a3845","title":"Fire and Climate: Connecting the Dots in British Columbia News Media","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Meteorology; Advertising; Media studies; Geography; Sociology; Business","score_opus":0.2021283427092331,"score_gpt":0.3651895260092989,"score_spread":0.16306118330006578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399727680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677081,0.0077757905,0.00000280474,0.016506394,0.00013313719,0.000069444846,0.000009558551,0.000004567681,0.0077901823],"genre_scores_gemma":[0.96083874,0.038326964,0.00024513892,0.00045724475,0.00005645908,0.0000018809587,0.000017369011,0.0000051880584,0.000051045325],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987737,0.0006743227,0.00025011392,0.00004881248,0.00010101079,0.00015205084],"domain_scores_gemma":[0.99872774,0.0004160898,0.0001616006,0.0002751806,0.00024680898,0.00017256475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012195166,0.00003037694,0.00009720144,0.00003323615,0.00096146576,0.0005577024,0.00037962839,0.0000627005,0.000674659],"category_scores_gemma":[0.00097169046,0.0000423806,0.00002951497,0.00024834322,0.00018584829,0.00020512233,0.000037815425,0.0002613773,0.0000031281259],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030251126,0.000025547157,0.29097563,0.000010798097,0.0000106905,0.000027510547,0.10541527,0.000007536398,0.00003875172,0.0013460203,0.004719619,0.5974196],"study_design_scores_gemma":[0.0003640074,0.0000102756185,0.48880225,0.00031281888,0.000013887403,0.000120154546,0.16033478,0.00006134605,0.0000015898723,0.0016978629,0.34817067,0.000110356836],"about_ca_topic_score_codex":0.49432623,"about_ca_topic_score_gemma":0.9992883,"teacher_disagreement_score":0.59730923,"about_ca_system_score_codex":0.00015675547,"about_ca_system_score_gemma":0.00050598354,"threshold_uncertainty_score":0.73949146},"labels":[],"label_agreement":null},{"id":"W4399779433","doi":"10.1111/cag.12938","title":"The role of perceived powerlessness and other barriers to climate action","year":2024,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Brock University","funders":"","keywords":"Action (physics); Political science; Social psychology; Psychology","score_opus":0.054622722398568295,"score_gpt":0.31357476406195794,"score_spread":0.25895204166338964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399779433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9674829,0.006853271,4.5618282e-7,0.005027209,0.0007062649,0.0003653255,0.0002428333,0.000105179206,0.019216558],"genre_scores_gemma":[0.96849215,0.030752465,0.00001612615,0.00040024347,0.000097466436,0.00006202263,0.000012882915,0.000025002028,0.00014165377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985054,0.00016208197,0.00022053346,0.00026232738,0.00017914422,0.0006705125],"domain_scores_gemma":[0.99814695,0.0002187324,0.00004416882,0.0003340654,0.00012647649,0.0011296242],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00058458676,0.00016159187,0.0001587484,0.0014374168,0.002117675,0.00031897944,0.00037336542,0.00011944799,0.00026048123],"category_scores_gemma":[0.00015480282,0.00014194685,0.000120752615,0.0025575443,0.0015586624,0.00017868992,0.000038711656,0.00013994791,0.000009279947],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052706007,0.000010412364,0.24814959,0.00013953334,0.0001931855,0.000009291641,0.21635647,0.0000042266365,0.00055123295,0.24082276,0.0028571645,0.29085344],"study_design_scores_gemma":[0.0000345094,0.000023437242,0.041594442,0.00005941977,0.000020354972,0.0000024126953,0.25816062,0.000014418582,0.000003429311,0.0013428408,0.69858897,0.00015513464],"about_ca_topic_score_codex":0.7407701,"about_ca_topic_score_gemma":0.998269,"teacher_disagreement_score":0.6957318,"about_ca_system_score_codex":0.000094210496,"about_ca_system_score_gemma":0.00022410841,"threshold_uncertainty_score":0.99918145},"labels":[],"label_agreement":null},{"id":"W4400036507","doi":"10.1200/jco.2024.42.16_suppl.9002","title":"Depicting oncologists' perceptions and knowledge of global disparities in conflicts of interest reporting: The ONCOTRUST-1 study.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Perception; Family medicine; Epistemology","score_opus":0.8442099762250084,"score_gpt":0.6665327792079623,"score_spread":0.1776771970170461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400036507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97407573,0.00089070515,0.000018125875,0.008088714,0.00094828295,0.00016040225,0.000003709029,0.000007904092,0.015806401],"genre_scores_gemma":[0.9951922,0.004122453,0.00014266424,0.00010078145,0.00034529655,0.0000033645802,5.52323e-7,0.0000036927163,0.00008895968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99485177,0.0017781578,0.0029924037,0.000107386666,0.00014160133,0.00012866045],"domain_scores_gemma":[0.99231786,0.0048635234,0.002244461,0.00014769017,0.00033230142,0.000094192794],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013773751,0.00006664394,0.0006518361,0.00006703724,0.00010367422,0.000026305082,0.00029544966,0.00021059782,0.00011989168],"category_scores_gemma":[0.013080862,0.000045013214,0.00018868873,0.0002766628,0.00093473145,0.00012368904,0.00014622055,0.00060026813,0.0000024822398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014703236,0.0011315715,0.79571813,0.000041281466,0.00006252744,0.00002301312,0.042511433,0.00000360335,0.000030195686,0.006534817,0.00039572714,0.15340063],"study_design_scores_gemma":[0.0005625467,0.0014791617,0.88740635,0.00017107493,0.00007755062,0.000024593966,0.07989593,0.000079127734,5.9644196e-7,0.0011731078,0.029081492,0.000048493628],"about_ca_topic_score_codex":0.0018910654,"about_ca_topic_score_gemma":0.09124952,"teacher_disagreement_score":0.15335214,"about_ca_system_score_codex":0.00021351394,"about_ca_system_score_gemma":0.0008873406,"threshold_uncertainty_score":0.9952324},"labels":[],"label_agreement":null},{"id":"W4400132904","doi":"10.1080/03612759.2024.2362083","title":"The Will to Predict: Orchestrating the Future through ScienceRindzevičiūtė, Eglė. <b>The Will to Predict: Orchestrating the Future through Science</b> . Ithaca, NY: Cornell University Press, 306 pp., $59.95, ISBN 9781501769771, Publication Date: May 2023.","year":2024,"lang":"en","type":"article","venue":"History Reviews of New Books","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Neuroscience; Biology","score_opus":0.290676720447761,"score_gpt":0.3749579144944444,"score_spread":0.08428119404668338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400132904","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0068471055,0.28951046,0.0012882225,0.27539143,0.008744833,0.011155355,0.00022157066,0.0006581832,0.40618286],"genre_scores_gemma":[0.1079857,0.70292383,0.0056989603,0.018800337,0.018832957,0.0007740076,0.00019719695,0.00022839809,0.14455862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99539125,0.001182974,0.0007860279,0.0008101725,0.0011369057,0.00069267186],"domain_scores_gemma":[0.9961593,0.0005735968,0.0005766329,0.0019673032,0.00045337828,0.0002697868],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0070443787,0.00036871686,0.0003924068,0.000055118697,0.0045886436,0.0006451866,0.0043187006,0.00018984739,0.00039905944],"category_scores_gemma":[0.0007738192,0.00020329212,0.00025356116,0.0015956257,0.0029398105,0.0019578207,0.00061648857,0.00085825246,0.00008924199],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035151857,0.000047768088,0.00015490127,0.0001621559,0.00002385979,0.0000015639196,0.11577354,0.00003924801,0.00070323946,0.10867395,0.6878461,0.0865385],"study_design_scores_gemma":[0.000094165654,0.00008094018,0.0005596043,0.00029512437,0.000072904615,0.0000056441136,0.023067985,0.00022502133,0.000012381754,0.00040207538,0.9749469,0.00023722555],"about_ca_topic_score_codex":0.001876352,"about_ca_topic_score_gemma":0.004274497,"teacher_disagreement_score":0.41341335,"about_ca_system_score_codex":0.0009951323,"about_ca_system_score_gemma":0.001744259,"threshold_uncertainty_score":0.9997736},"labels":[],"label_agreement":null},{"id":"W4400293959","doi":"10.1038/s41562-024-01918-4","title":"All STEM students should learn inclusive science communication","year":2024,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of the Fraser Valley","funders":"","keywords":"Misinformation; Science and engineering; Mathematics education; Science communication; Psychology; Computer science; Science education; Engineering ethics; Engineering; Computer security","score_opus":0.39555444908672804,"score_gpt":0.5560560526175,"score_spread":0.16050160353077197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400293959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93744314,0.0020542105,0.0000047940493,0.007119735,0.00056024827,0.0003844356,0.000015721442,0.0004009146,0.05201683],"genre_scores_gemma":[0.9929404,0.00130499,0.00005822772,0.00070522557,0.00015234496,0.000028014032,0.00007078864,0.000017149338,0.004722837],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799556,0.0002540744,0.00018716344,0.00028516736,0.0009977911,0.0002802366],"domain_scores_gemma":[0.99888754,0.000082003724,0.000059159982,0.00060281344,0.00023998084,0.00012850718],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019279036,0.00011336545,0.00010695411,0.00024102969,0.0019301841,0.0007274362,0.0016546879,0.00029533464,0.00072519446],"category_scores_gemma":[0.00004932665,0.00011254169,0.00006518262,0.00062270515,0.000619521,0.00051406753,0.0005539092,0.001020078,0.00018975862],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021728598,0.0007246137,0.122093454,0.00007171619,0.00004760638,0.000023925912,0.41698918,0.000003719188,0.010319826,0.36402303,0.025037333,0.060643878],"study_design_scores_gemma":[0.00044843502,0.000073976655,0.26606175,0.00037008914,0.0001210093,0.0000055735313,0.046329156,0.00005596662,0.00024623267,0.0034542887,0.68218637,0.0006471477],"about_ca_topic_score_codex":0.00090757327,"about_ca_topic_score_gemma":0.0055698943,"teacher_disagreement_score":0.6571491,"about_ca_system_score_codex":0.00059322984,"about_ca_system_score_gemma":0.00013724428,"threshold_uncertainty_score":0.99936914},"labels":[],"label_agreement":null},{"id":"W4400408184","doi":"10.1073/pnas.2303519121","title":"Party affiliation predicts homeowners’ decisions to install solar PV, but partisan gap wanes with improved economics of solar","year":2024,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Connaught Fund; Hong Kong Baptist University","keywords":"Photovoltaics; Economics; Politics; Photovoltaic system; Context (archaeology); Democracy; Public economics; Business; Political science; Geography; Law","score_opus":0.30957543713678876,"score_gpt":0.4037079470272861,"score_spread":0.09413250989049732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400408184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97798055,0.00011999577,0.000010837824,0.01182798,0.000052601936,0.00033431535,0.0000695201,0.000029814337,0.009574393],"genre_scores_gemma":[0.99725217,0.001067665,0.0011709783,0.00018346657,0.00008806714,0.000021129625,0.0000012626658,0.000005132223,0.00021012516],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99853367,0.00002116595,0.00035481283,0.00022757449,0.00069408864,0.00016867144],"domain_scores_gemma":[0.9989777,0.000281054,0.00028271522,0.000020305737,0.00036428217,0.00007392396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002116221,0.00008744216,0.00015068543,0.00021817029,0.0004060906,0.00008519887,0.00078595994,0.00009729561,0.000057038495],"category_scores_gemma":[0.0007996173,0.000059602527,0.0000689022,0.0008765899,0.0008895075,0.00074779167,0.00014137404,0.00013371395,0.0000038609614],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024682592,0.00044300928,0.023100734,0.00042720573,0.00014105391,2.6956029e-8,0.10131862,0.0013278014,0.47640374,0.34113804,0.005018096,0.050434846],"study_design_scores_gemma":[0.0017398485,0.0012842678,0.28055656,0.0033358124,0.0002726816,0.000015809543,0.10485956,0.0524079,0.25495726,0.20761096,0.09151248,0.0014468795],"about_ca_topic_score_codex":0.000094360235,"about_ca_topic_score_gemma":0.00004425542,"teacher_disagreement_score":0.25745583,"about_ca_system_score_codex":0.0000876778,"about_ca_system_score_gemma":0.00014125963,"threshold_uncertainty_score":0.32774273},"labels":[],"label_agreement":null},{"id":"W4400408865","doi":"10.1097/aln.0000000000005045","title":"Breaking Through: My Life in Science","year":2024,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.4425241760005798,"score_gpt":0.4863213718602108,"score_spread":0.04379719585963099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400408865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9394409,0.00093529356,0.000008892087,0.0048881094,0.00020852928,0.000070321796,3.6506788e-7,0.00009775061,0.054349855],"genre_scores_gemma":[0.9955234,0.0027428113,0.00010098909,0.001346643,0.000109861336,0.00001012461,0.0000025044758,0.000003930717,0.00015976497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929297,0.00014961271,0.00010065561,0.00015504911,0.00009885342,0.00020287356],"domain_scores_gemma":[0.99959207,0.00018326718,0.0000146515995,0.0001450627,0.000025135152,0.000039803905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008551112,0.000040230083,0.000071397924,0.00010346045,0.00025762356,0.00006107991,0.00028375845,0.00006417234,0.0005948705],"category_scores_gemma":[0.00020735036,0.000037137586,0.00001934057,0.0005534567,0.00064513844,0.00022329063,0.000039999304,0.00009402757,0.00034188948],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014462619,0.000064049236,0.09798725,0.000031772128,0.0000034752916,0.000040884046,0.30179822,0.000009447292,0.0027979272,0.5010439,0.0015933242,0.09461529],"study_design_scores_gemma":[0.000085573876,0.000040001654,0.20569175,0.0000740142,0.0000035225892,0.000010299804,0.019008055,0.00024354718,0.00002323151,0.013552823,0.76111025,0.00015689718],"about_ca_topic_score_codex":0.0031156628,"about_ca_topic_score_gemma":0.0031361117,"teacher_disagreement_score":0.75951695,"about_ca_system_score_codex":0.000075623,"about_ca_system_score_gemma":0.00020034023,"threshold_uncertainty_score":0.65134144},"labels":[],"label_agreement":null},{"id":"W4400472625","doi":"10.1108/her-11-2023-0027","title":"Enchanting things: the scientific communication of Julius Sumner Miller","year":2024,"lang":"en","type":"article","venue":"History of Education Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Miller; Philosophy; Ecology; Biology","score_opus":0.48752016680453936,"score_gpt":0.47803539768729675,"score_spread":0.009484769117242609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400472625","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018842936,0.8203828,0.000015450916,0.012309445,0.0022646624,0.00040477217,0.0000023108187,0.00003953446,0.16269673],"genre_scores_gemma":[0.21914376,0.72890633,0.000444028,0.0016980568,0.0001166326,0.00009620764,0.0000908943,0.00001389458,0.049490217],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998814,0.0004445341,0.00031921975,0.00011015665,0.00023589612,0.000076231816],"domain_scores_gemma":[0.99871063,0.00021203618,0.00020148036,0.0005548293,0.00029205403,0.00002894884],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025115786,0.00005392889,0.00012669059,0.000089058616,0.00026102219,0.000024804562,0.00042603133,0.000034573524,0.002145337],"category_scores_gemma":[0.00031400245,0.000042776923,0.00009281949,0.0003628907,0.0005871253,0.00020891622,0.000039029994,0.000104212624,0.0000796782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010316912,0.000106345884,0.00005429592,0.0024897424,0.000009787465,1.971625e-8,0.17044671,2.6445113e-7,0.00043058253,0.0414203,0.4732118,0.31182912],"study_design_scores_gemma":[0.000010476235,0.0000028100071,0.00013016895,0.0031288238,0.00003133101,3.430307e-7,0.004470187,0.000010943848,0.000003616642,0.00019970415,0.99196744,0.0000441697],"about_ca_topic_score_codex":0.0006890281,"about_ca_topic_score_gemma":0.00037547798,"teacher_disagreement_score":0.5187556,"about_ca_system_score_codex":0.00030116705,"about_ca_system_score_gemma":0.0008402863,"threshold_uncertainty_score":0.99876684},"labels":[],"label_agreement":null},{"id":"W4400570821","doi":"10.1186/s12302-024-00933-6","title":"The role of African universities in handling climate change","year":2024,"lang":"en","type":"article","venue":"Environmental Sciences Europe","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de réadaptation Lethbridge-Layton-Mackay","funders":"","keywords":"Climate change; Political science; Adaptation (eye); Inclusion (mineral); Higher education; Population; Economic growth; Environmental resource management; Environmental planning; Geography; Sociology; Psychology; Ecology; Medicine; Social science; Environmental health","score_opus":0.18655349688839098,"score_gpt":0.35768607155875654,"score_spread":0.17113257467036555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400570821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7350585,0.0039776736,0.0000011950278,0.0017966839,0.00016650355,0.000120840625,0.000013405671,0.000029460649,0.25883573],"genre_scores_gemma":[0.9725931,0.027011132,0.00001791274,0.000029561332,0.000046574296,0.0000037961825,0.000001936699,0.0000029660298,0.00029301707],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926686,0.00016002025,0.00008597212,0.000108043045,0.00020786528,0.00017124513],"domain_scores_gemma":[0.99974066,0.00012182009,0.000025800948,0.00008134403,0.0000020311893,0.000028317394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079345977,0.000040719275,0.00004129588,0.000052337302,0.00062235835,0.000082724684,0.00030663854,0.00001591989,0.00028030138],"category_scores_gemma":[0.000007509823,0.00003061462,0.000021386479,0.00032325866,0.00096821407,0.00023552093,0.00012071936,0.000057908168,0.00007771696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019985879,0.0000976816,0.04877021,0.000015413334,0.0000062192203,0.0000066844464,0.3177661,0.000030248264,0.0075313365,0.17496577,0.000047248377,0.45074308],"study_design_scores_gemma":[0.00005391199,0.000050174265,0.036375333,0.000065515305,0.0000046011914,6.709923e-7,0.30028406,0.0012997871,0.000112517315,0.0005682785,0.6610758,0.0001093596],"about_ca_topic_score_codex":0.0006752183,"about_ca_topic_score_gemma":0.001385526,"teacher_disagreement_score":0.66102856,"about_ca_system_score_codex":0.00009293235,"about_ca_system_score_gemma":0.000019030695,"threshold_uncertainty_score":0.478674},"labels":[],"label_agreement":null},{"id":"W4400571868","doi":"10.1016/j.jaip.2024.07.003","title":"A Media Advocacy Toolkit for the Allergist-Immunologist","year":2024,"lang":"en","type":"review","venue":"The Journal of Allergy and Clinical Immunology In Practice","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Manitoba","funders":"","keywords":"Law; Political science","score_opus":0.5582212291268236,"score_gpt":0.5807542194138369,"score_spread":0.022532990287013277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400571868","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014475793,0.9670657,0.000024930612,0.02658635,0.0024008693,0.0004121479,0.000006285069,0.000013411097,0.0034758241],"genre_scores_gemma":[0.000022515525,0.9979661,0.00011579019,0.0005147408,0.0006833491,0.000029766905,0.000008999165,0.000021508571,0.0006371919],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929073,0.004898197,0.0015450935,0.00016333722,0.00021077084,0.00027528792],"domain_scores_gemma":[0.95234114,0.04533303,0.001505301,0.00049478665,0.00027715054,0.0000485645],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012965965,0.00021834447,0.0009286418,0.00011705157,0.0005506168,0.00011188744,0.0015120582,0.0006851243,0.00016125344],"category_scores_gemma":[0.014334436,0.000110152614,0.00050743186,0.00030151755,0.0017309814,0.00026192708,0.0003097544,0.0026534058,0.000064475826],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003765524,0.00017103291,5.6177544e-7,0.000075209675,0.0039494103,0.000009447892,0.008118406,3.3666535e-7,7.6007716e-8,0.009049336,0.0024211227,0.9758285],"study_design_scores_gemma":[0.00032041734,0.0001981108,0.000038596554,0.0012548626,0.0035236964,0.00013237075,0.020888615,0.0000027583421,4.121535e-9,0.0007695521,0.97275126,0.00011974989],"about_ca_topic_score_codex":0.00045780087,"about_ca_topic_score_gemma":0.0034350106,"teacher_disagreement_score":0.9757088,"about_ca_system_score_codex":0.0001185624,"about_ca_system_score_gemma":0.0007261973,"threshold_uncertainty_score":0.9996475},"labels":[],"label_agreement":null},{"id":"W4400666070","doi":"10.1080/17524032.2024.2377719","title":"Instagram as an Arena of Climate Change Communication and Mobilization: A Discourse Network Analysis of COP26","year":2024,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mobilization; Climate change; Social mobilization; Political science; Sociology; Politics; Law; Ecology","score_opus":0.18498929992733534,"score_gpt":0.42781617041686565,"score_spread":0.2428268704895303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400666070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9725484,0.01019203,0.00015835787,0.0016608695,0.00005412569,0.00062560703,0.00013021377,0.000095439435,0.014534948],"genre_scores_gemma":[0.8619102,0.13576832,0.0005128536,0.00006496095,0.000023175166,0.00006220922,0.0016042592,0.000012719675,0.000041281517],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982281,0.000827637,0.0003697844,0.00017307,0.00025001893,0.00015140077],"domain_scores_gemma":[0.99839777,0.00020380305,0.00021182922,0.0010902674,0.000022011438,0.00007431683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010328296,0.00010948421,0.00022235783,0.0001913493,0.0004502739,0.00006191019,0.00048452505,0.000102804384,0.0007485083],"category_scores_gemma":[0.000017854323,0.00011796262,0.00008573843,0.0006903687,0.000768141,0.00059689285,0.0002883678,0.00014137206,0.000011622332],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013014874,0.001200785,0.11402124,0.00015531799,0.00056593143,5.697768e-7,0.32168078,0.000743561,0.0015476774,0.18746066,0.00015399785,0.37233934],"study_design_scores_gemma":[0.0009825465,0.00049998,0.649821,0.0009091556,0.0026216314,0.0000037358348,0.18739028,0.071641065,0.00018963008,0.008488245,0.07640597,0.0010467626],"about_ca_topic_score_codex":0.001508711,"about_ca_topic_score_gemma":0.005536697,"teacher_disagreement_score":0.53579974,"about_ca_system_score_codex":0.00011118229,"about_ca_system_score_gemma":0.000015679347,"threshold_uncertainty_score":0.81956416},"labels":[],"label_agreement":null},{"id":"W4400734226","doi":"10.1111/faam.12409","title":"Making sense of climate change in central government annual reports and accounts: A comparative case study between the United Kingdom and Norway","year":2024,"lang":"en","type":"article","venue":"Financial Accountability and Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Queen's University; Universitetet i Agder; Queen's University Belfast; Klima- og miljødepartementet; Government of the United Kingdom","keywords":"Climate change; Government (linguistics); Political science; Regional science; Geography","score_opus":0.3757899628113634,"score_gpt":0.45859799103759114,"score_spread":0.08280802822622774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400734226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695593,0.00019506196,0.000007437607,0.0005434671,0.0001155584,0.001191036,0.000106145446,0.00001833979,0.00086700247],"genre_scores_gemma":[0.99761057,0.0020733678,0.000020692576,0.00011633474,0.00008187796,0.00008080617,0.0000065024774,0.000004172557,0.0000056698705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987757,0.0002269113,0.0002856475,0.00025991973,0.00024852168,0.00020326498],"domain_scores_gemma":[0.999506,0.00015984675,0.00008042403,0.00018347322,0.00003524395,0.000035025285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015236199,0.000106006875,0.00018694293,0.000066592904,0.0003617647,0.000121991055,0.000056957233,0.000046670702,0.000026297404],"category_scores_gemma":[0.000025273728,0.00008686907,0.000020041265,0.00031449,0.0002421708,0.00026653308,0.00029840227,0.00011638113,6.36225e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059713722,0.00022701868,0.48227265,0.00036672186,0.000028288194,0.00023489282,0.46790326,0.0000015984986,0.000001512422,0.0046372856,0.000050540668,0.044216517],"study_design_scores_gemma":[0.0002079625,0.00005665719,0.8149985,0.00013532239,0.000057884878,0.000016952423,0.15862748,0.000119974684,3.0492103e-7,0.0001693056,0.025501667,0.00010796385],"about_ca_topic_score_codex":0.017400168,"about_ca_topic_score_gemma":0.08723802,"teacher_disagreement_score":0.33272585,"about_ca_system_score_codex":0.0001312618,"about_ca_system_score_gemma":0.000011134848,"threshold_uncertainty_score":0.9891431},"labels":[],"label_agreement":null},{"id":"W4400745908","doi":"10.1007/978-3-031-51904-8_81","title":"Climate Change Needs to Be Communicated as an Urgent Public Health Threat—Scoping Review for Best Practices for Communicating Messages About Climate Change to the Public","year":2024,"lang":"en","type":"book-chapter","venue":"Advances in Science, Technology & Innovation/Advances in science, technology & innovation","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Climate change; Public health; Environmental planning; Best practice; Behaviour change; Environmental resource management; Public relations; Political science; Geography; Medicine; Environmental science; Nursing; Ecology; Psychological intervention","score_opus":0.45313821955931405,"score_gpt":0.5340910412848261,"score_spread":0.08095282172551205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400745908","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008199612,0.14373858,0.001160926,0.7297631,0.0032599473,0.027475312,0.0005148236,0.0022294682,0.08365822],"genre_scores_gemma":[0.11977841,0.80600065,0.019967705,0.029440332,0.0003894617,0.02238801,0.00068776414,0.0001970756,0.001150619],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98935926,0.0002258678,0.003496713,0.0022588351,0.0017827748,0.0028765658],"domain_scores_gemma":[0.98463506,0.0008310851,0.004439239,0.0040937443,0.005717306,0.00028357274],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","open_science"],"consensus_categories":["metaresearch","bibliometrics","sts"],"category_scores_codex":[0.02906799,0.00092946563,0.0014650301,0.030072069,0.006742183,0.00083665724,0.010651846,0.0010425262,0.00007089846],"category_scores_gemma":[0.015025788,0.00088038435,0.00012015056,0.08113333,0.011026772,0.009611527,0.0036068622,0.0021190832,0.000052733412],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001647024,0.000112798625,0.00046472123,0.0005393169,0.0000059028766,6.8479494e-7,0.0028954288,0.0000034278582,0.00022515527,0.6748348,0.00003275779,0.32086855],"study_design_scores_gemma":[0.0004959709,0.00077840337,0.000025843088,0.015513615,0.000033838704,0.000021657705,0.01931423,0.00015060585,0.00012313997,0.08701999,0.87540704,0.0011156608],"about_ca_topic_score_codex":0.00010492162,"about_ca_topic_score_gemma":0.016670078,"teacher_disagreement_score":0.8753743,"about_ca_system_score_codex":0.002332486,"about_ca_system_score_gemma":0.0023392031,"threshold_uncertainty_score":0.9997788},"labels":[],"label_agreement":null},{"id":"W4400814120","doi":"10.1145/3664215","title":"Critical Climate Machine: A Visual and Musical Exploration of Climate Misinformation through Machine Learning","year":2024,"lang":"en","type":"article","venue":"Proceedings of the ACM on Computer Graphics and Interactive Techniques","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"Universitas Brawijaya","keywords":"Misinformation; Computer science; Climate change; Mediation; Perception; Dual (grammatical number); Generative grammar; Skepticism; Artificial intelligence; Data science; Salience (neuroscience); Climate model; Cognitive science; Machine learning; Sociology; Psychology; Epistemology; Art; Geology","score_opus":0.14684887533018637,"score_gpt":0.43231733698288416,"score_spread":0.2854684616526978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400814120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634529,0.0006370849,0.0039437884,0.016809905,0.00039810583,0.00085809757,0.000060383965,0.0005313576,0.013308408],"genre_scores_gemma":[0.9785586,0.017893042,0.0032213563,0.00022175067,0.00006811689,0.000015818929,0.000008236927,0.000009128986,0.0000039327647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992425,0.00004442526,0.00024810235,0.00014840967,0.00019232066,0.00012424488],"domain_scores_gemma":[0.9991997,0.0002984656,0.00012887125,0.00009430374,0.00024919043,0.000029506926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005916946,0.000101767066,0.00014534,0.0001373796,0.00030005755,0.0001885909,0.000256028,0.00007634321,0.000012711455],"category_scores_gemma":[0.00032044793,0.00007678654,0.00006252467,0.00022842309,0.00030797964,0.0012042187,0.00046721584,0.00029301242,6.193171e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019595506,0.00016815355,0.003244407,0.00076265744,0.00003616737,2.3940075e-7,0.07246694,2.8536166e-7,0.004475434,0.75929403,0.00036961772,0.15898609],"study_design_scores_gemma":[0.0012559178,0.0059165983,0.026643543,0.013794971,0.0004058935,0.00006294381,0.035079982,0.35792887,0.048665997,0.34829482,0.15999252,0.001957965],"about_ca_topic_score_codex":0.00012367562,"about_ca_topic_score_gemma":0.000026866579,"teacher_disagreement_score":0.41099924,"about_ca_system_score_codex":0.000023405515,"about_ca_system_score_gemma":0.000007158363,"threshold_uncertainty_score":0.31312644},"labels":[],"label_agreement":null},{"id":"W4400865165","doi":"","title":"Comprendre l'Anthropocène avec le cinéma de science-fiction","year":2022,"lang":"fr","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Art","score_opus":0.1186955314763939,"score_gpt":0.3269820474456455,"score_spread":0.20828651596925163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400865165","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0105715785,0.0015669249,0.0065077445,0.062164772,0.0009192833,0.0006369569,0.00016773496,0.00035189794,0.9171131],"genre_scores_gemma":[0.6273188,0.04225226,0.008788842,0.0004879878,0.00019616829,0.0001223407,0.0012192962,0.00015797716,0.31945634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9892237,0.0064366455,0.00088689243,0.001146584,0.0014008657,0.00090532046],"domain_scores_gemma":[0.9918335,0.0015741476,0.00093534845,0.0025883191,0.0025096075,0.00055908406],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.012840055,0.0005623881,0.000570504,0.0005514989,0.0066008554,0.0006077346,0.002855043,0.00046030784,0.022696191],"category_scores_gemma":[0.001017201,0.00071748625,0.00041321784,0.0010658988,0.0056378464,0.00076287915,0.0015329586,0.001240318,0.00044345373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012843935,0.00041995713,0.0003047171,0.00004599656,0.000037334146,0.0000039330776,0.048208162,0.000025945106,0.002074029,0.8477298,0.0008482856,0.10028897],"study_design_scores_gemma":[0.00063625566,0.0000023832647,0.0019179945,0.0008422976,0.00008721481,0.000035224115,0.0043429923,0.0053356267,0.0015253237,0.0059292,0.9785483,0.00079717854],"about_ca_topic_score_codex":0.012995724,"about_ca_topic_score_gemma":0.022751808,"teacher_disagreement_score":0.9777,"about_ca_system_score_codex":0.0014716937,"about_ca_system_score_gemma":0.0014551269,"threshold_uncertainty_score":0.99952763},"labels":[],"label_agreement":null},{"id":"W4400987438","doi":"10.31235/osf.io/8ya6h","title":"Denial and Misinformation in Defense of the Tar Sands: The Case of a Canadian Think Tank","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Misinformation; Denial; Skepticism; Politics; Viewpoints; Work (physics); Think tanks; Public relations; Consistency (knowledge bases); Public opinion; Political science; Sociology; Law; Epistemology; Psychology; Engineering","score_opus":0.2962626090155244,"score_gpt":0.4078924046424005,"score_spread":0.11162979562687608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400987438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8313199,0.00038228984,0.0000012975438,0.011806097,0.00018733313,0.00040035456,0.00007679583,0.000009552831,0.15581636],"genre_scores_gemma":[0.9971424,0.0023048786,0.000044218294,0.00017563341,0.000033857363,0.0000078973135,0.000011890221,0.0000031127233,0.0002761114],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993248,0.00019555645,0.00021895848,0.0000686114,0.00010417177,0.00008792415],"domain_scores_gemma":[0.9993878,0.00010382772,0.000099680336,0.00029929174,0.000068951136,0.000040451287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008357082,0.000059276506,0.00009440072,0.00017754213,0.00017676817,0.00005318709,0.00025046727,0.00014281679,0.00031154652],"category_scores_gemma":[0.0001232675,0.00003552545,0.00004979432,0.00030077816,0.00021478003,0.00003523512,0.00026212842,0.0002560836,0.000004311543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010713385,0.000014082324,0.0009977826,0.00020440595,0.000017055227,0.0000061957808,0.91856927,0.000042074833,0.00002019403,0.06279721,0.0034566678,0.013864338],"study_design_scores_gemma":[0.0006972489,0.0000395125,0.017997488,0.0013023467,0.00020583735,0.0001130416,0.77650535,0.009164056,0.000077531586,0.09193192,0.101352826,0.00061281904],"about_ca_topic_score_codex":0.8689174,"about_ca_topic_score_gemma":0.9937608,"teacher_disagreement_score":0.16582248,"about_ca_system_score_codex":0.00012193975,"about_ca_system_score_gemma":0.00033914513,"threshold_uncertainty_score":0.34112158},"labels":[],"label_agreement":null},{"id":"W4401194131","doi":"10.3389/fclim.2024.1395040","title":"Engagement of early career researchers in collaborative assessments of IPCC reports: achievements and insights","year":2024,"lang":"en","type":"article","venue":"Frontiers in Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Royal Canadian Navy; University of Victoria; McMaster University; Université du Québec à Rimouski","funders":"University of Colorado Boulder; Natural Environment Research Council; Sight Research UK; Universidad Científica del Sur","keywords":"Engineering ethics; Psychology; Medical education; Sociology; Engineering; Medicine","score_opus":0.44219952301607696,"score_gpt":0.5018311845784014,"score_spread":0.05963166156232441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401194131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97761446,0.0019336345,0.000023655522,0.000304008,0.00035086795,0.0003728484,0.000027437065,0.000014183371,0.019358894],"genre_scores_gemma":[0.9810228,0.017435942,0.0013127051,0.00001677565,0.000009904415,0.000033320153,0.000020800891,0.0000074570958,0.00014032144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841946,0.00052264816,0.00035462956,0.00017566798,0.0003393473,0.00018822748],"domain_scores_gemma":[0.9994852,0.00009761312,0.00009728138,0.00018074368,0.00009402,0.000045152094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020569677,0.00006669903,0.00017340163,0.00032419473,0.00007961173,0.00004474302,0.00013362743,0.00007278159,0.000049052574],"category_scores_gemma":[0.00011659365,0.00006700426,0.000021677311,0.0007072482,0.00022800063,0.0002374445,0.00011630618,0.00017577624,0.0000010476945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093076036,0.00016057224,0.7106037,0.0002961643,0.00004694802,0.0000270915,0.266482,0.0000099980425,0.0008436556,0.0028738647,0.0015338128,0.017029107],"study_design_scores_gemma":[0.0010395728,0.00033422,0.50672126,0.0014578309,0.000035525103,4.0173168e-7,0.42024645,0.0007315465,0.00036917513,0.008865906,0.059838917,0.00035921505],"about_ca_topic_score_codex":0.0011858762,"about_ca_topic_score_gemma":0.0027652842,"teacher_disagreement_score":0.20388249,"about_ca_system_score_codex":0.00021973457,"about_ca_system_score_gemma":0.00012510244,"threshold_uncertainty_score":0.27323544},"labels":[],"label_agreement":null},{"id":"W4401314020","doi":"10.18260/1-2--47369","title":"Examining Climate Anxiety and Sustainability Engagement in the Undergraduate Engineering Student Population","year":2024,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Christian Studies; University of Toronto","funders":"","keywords":"Anxiety; Climate change; Population; Global warming; Psychological resilience; Psychology; Sustainability; Political science; Environmental resource management; Social psychology; Medicine; Ecology; Environmental science; Environmental health; Psychiatry","score_opus":0.2820959284529651,"score_gpt":0.4484549256928408,"score_spread":0.16635899723987568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401314020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98494256,0.00020325997,0.00012778534,0.0070408476,0.00009713028,0.00028803316,9.022396e-7,0.00009856583,0.0072009047],"genre_scores_gemma":[0.99635243,0.0033576945,0.000052265186,0.00009243415,0.000039355906,0.000028240165,0.000009865548,0.0000035808857,0.00006410415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992255,0.00026974178,0.00010979802,0.00011111084,0.0001493293,0.00013453435],"domain_scores_gemma":[0.9996343,0.00019562233,0.000010580731,0.000120696095,0.00001878005,0.00002002369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025271862,0.00004607002,0.000043978016,0.00005040819,0.00022648231,0.00020907294,0.000101064856,0.00002261405,0.000058456244],"category_scores_gemma":[0.00007731866,0.00003494079,0.000013161275,0.0002057106,0.000025483872,0.00014250535,0.000062501305,0.000109628076,0.0000037955558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035530772,0.00006109903,0.4441716,0.00016987405,0.000007366527,0.0000021781584,0.25472653,0.00037275805,0.00005004149,0.23678704,0.00010278501,0.063545175],"study_design_scores_gemma":[0.000071661,0.000011432658,0.85329884,0.000034617744,0.0000072341563,5.7866646e-7,0.11896832,0.006581363,6.0364084e-7,0.001273486,0.019662082,0.00008979567],"about_ca_topic_score_codex":0.0012023954,"about_ca_topic_score_gemma":0.0029574817,"teacher_disagreement_score":0.40912724,"about_ca_system_score_codex":0.00019340789,"about_ca_system_score_gemma":0.000012824087,"threshold_uncertainty_score":0.20160952},"labels":[],"label_agreement":null},{"id":"W4401327074","doi":"10.3390/su16156645","title":"Research Trends and Development Patterns in Microgreens Publications: A Bibliometric Study from 2004 to 2023","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Comisión Nacional de Investigación Científica y Tecnológica","keywords":"Library science; Analytics; Sustainable development; Web of science; Productivity; Bibliometrics; Period (music); Political science; Data science; Computer science; MEDLINE; Economic growth","score_opus":0.5179455909136175,"score_gpt":0.567033687857759,"score_spread":0.04908809694414151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401327074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736661,0.0007642749,0.000036277383,0.023125507,0.00005842164,0.0006654111,0.000023723485,0.00007680637,0.0015835284],"genre_scores_gemma":[0.9972955,0.00032413582,0.000090937,0.000034417088,0.000049631042,0.0003206158,0.000037004622,0.000006360554,0.0018413931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979101,0.00077704404,0.00022598017,0.0003581602,0.00040110628,0.0003276057],"domain_scores_gemma":[0.9983588,0.00052723987,0.000013904496,0.00036978078,0.00058580766,0.00014445273],"candidate_categories":["bibliometrics","insufficient_payload"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0049407184,0.000068481146,0.00009762047,0.017130982,0.00039678958,0.00042027875,0.00029095385,0.00006296608,0.0011520796],"category_scores_gemma":[0.0011897575,0.00006903741,0.000016876415,0.0528446,0.00012117845,0.00020546245,0.00026311178,0.00022322657,0.000055401983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005805499,0.00022837242,0.5189707,0.0000231504,0.0000044227804,0.0000018347187,0.08483091,3.5156626e-7,0.0000023871069,0.00019283372,0.00088502694,0.3948542],"study_design_scores_gemma":[0.00007390545,0.000026510848,0.7568359,0.0000111009,0.0000013564892,5.0952128e-8,0.10936803,0.0000070719343,6.453683e-7,0.0006698825,0.13294548,0.000060069866],"about_ca_topic_score_codex":0.038040575,"about_ca_topic_score_gemma":0.17073473,"teacher_disagreement_score":0.39479414,"about_ca_system_score_codex":0.0017545285,"about_ca_system_score_gemma":0.00053473044,"threshold_uncertainty_score":0.999761},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["bibliometrics"],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4401345288","doi":"10.5194/egusphere-2024-1960","title":"Geoscience Communication: A Content Analysis of Practice in British Columbia, Canada Using Science Communication Models","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council","keywords":"Citizen journalism; Science communication; Population; Scarcity; Earth science; Data science; Geography; Sociology; Computer science; Science education; Geology; World Wide Web","score_opus":0.5185051731154429,"score_gpt":0.4643233693055614,"score_spread":0.05418180380988147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401345288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91999125,0.0055363523,0.0002517248,0.004692195,0.00028563134,0.0008528798,0.00021258283,0.000064155225,0.06811321],"genre_scores_gemma":[0.9699123,0.023047216,0.0057306667,0.00040556781,0.000012031186,0.00005256946,0.000113678994,0.000011114546,0.0007148811],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99626684,0.0009544735,0.00077955,0.00048681337,0.0011723445,0.00033998236],"domain_scores_gemma":[0.9952576,0.000723722,0.0005724724,0.0019196083,0.0013829906,0.00014358011],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005368694,0.00012135623,0.00045607868,0.00043428785,0.0010030298,0.0013060799,0.0027327114,0.00018357497,0.00040603016],"category_scores_gemma":[0.0010958848,0.0002052317,0.00012615208,0.0042476994,0.0017700403,0.00045719094,0.002970631,0.00073501095,0.0000015893589],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005342944,0.0020548303,0.062007844,0.0008956865,0.0018500473,0.000036908852,0.57874894,0.14976764,0.0013346412,0.082462594,0.0035688123,0.11721864],"study_design_scores_gemma":[0.0003209868,0.000016689573,0.04542377,0.0018801863,0.0015014126,0.000006467968,0.25044817,0.67707807,0.000005257786,0.0130835045,0.009218828,0.0010166581],"about_ca_topic_score_codex":0.9995715,"about_ca_topic_score_gemma":0.99993855,"teacher_disagreement_score":0.52731043,"about_ca_system_score_codex":0.0028660982,"about_ca_system_score_gemma":0.00697356,"threshold_uncertainty_score":0.99973065},"labels":[],"label_agreement":null},{"id":"W4401384965","doi":"10.1080/13549839.2024.2386957","title":"Meaningful climate change communication: an analysis of women dry season farmers in Kuliyaa community of Ghana","year":2024,"lang":"en","type":"article","venue":"Local Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Climate change; Focus group; Livelihood; Dissemination; Citizen journalism; Government (linguistics); Participatory action research; Environmental resource management; Business; Political science; Economic growth; Socioeconomics; Environmental planning; Geography; Agriculture; Marketing; Sociology; Ecology; Economics","score_opus":0.22571543765946306,"score_gpt":0.3875787108038072,"score_spread":0.16186327314434412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401384965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920799,0.00088637555,0.00021408594,0.00087843824,0.00003339746,0.00021661936,0.000053426695,0.00003488856,0.005602855],"genre_scores_gemma":[0.9847922,0.014691804,0.00013385789,0.00010497133,0.000013874874,0.00006479051,0.00015842897,0.000009390348,0.000030735497],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99781483,0.0011944812,0.00031651778,0.00012959438,0.00029713375,0.00024741702],"domain_scores_gemma":[0.99887705,0.00020437989,0.0000996514,0.0006968623,0.000013396247,0.00010865968],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022335378,0.00009314171,0.00026906107,0.00023437737,0.00020819574,0.00002093149,0.00046811832,0.00009194863,0.0015536582],"category_scores_gemma":[0.000019499252,0.00009891706,0.000093952476,0.00061076734,0.0005234037,0.00019395874,0.00019352596,0.00023758294,0.000019412775],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060199505,0.00083198457,0.037484284,0.00014355083,0.00019782851,0.0000011346648,0.73049784,0.0012457408,0.00035227026,0.01057315,0.0000104678575,0.21860155],"study_design_scores_gemma":[0.00045787048,0.00025258164,0.31955367,0.0002473602,0.00035480186,1.6256608e-7,0.6125997,0.040121656,0.000077254736,0.00051754597,0.025443213,0.0003742092],"about_ca_topic_score_codex":0.012402958,"about_ca_topic_score_gemma":0.015014479,"teacher_disagreement_score":0.28206939,"about_ca_system_score_codex":0.0007381442,"about_ca_system_score_gemma":0.000017078379,"threshold_uncertainty_score":0.9993591},"labels":[],"label_agreement":null},{"id":"W4401478189","doi":"10.1016/j.jad.2024.08.018","title":"Do neuroticism and efficacy beliefs moderate the relationship between climate change worry and mental wellbeing?","year":2024,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Worry; Neuroticism; Psychology; Mental health; Clinical psychology; Climate change; Personality; Anxiety; Social psychology; Psychotherapist; Psychiatry; Ecology","score_opus":0.229515934961301,"score_gpt":0.4258471054657268,"score_spread":0.1963311705044258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401478189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721941,0.0033660778,0.000065196546,0.020238638,0.0002780752,0.00032174782,0.000009380487,0.000022252001,0.0035045603],"genre_scores_gemma":[0.9831358,0.01639851,0.000018567878,0.00014968996,0.0002369373,0.0000060829393,0.0000031446364,0.000010412064,0.000040810617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990126,0.0004111125,0.00015448427,0.000098881275,0.00018157552,0.00014133284],"domain_scores_gemma":[0.99832386,0.0013972877,0.000091633054,0.000077063465,0.00003837832,0.00007176019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095592736,0.00008087695,0.000111391906,0.00011189065,0.0006480345,0.00023126003,0.00010939137,0.00005366436,0.000030396894],"category_scores_gemma":[0.0002522045,0.000059245882,0.000053477404,0.0002133468,0.0002332471,0.00035825188,0.00005632106,0.00029445306,0.000008461491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007174059,0.00007978466,0.47768685,0.00006855633,0.000067683104,0.0000033339168,0.28070706,0.0000072202574,0.00005309025,0.017623471,0.0010499923,0.22258122],"study_design_scores_gemma":[0.00036575293,0.00011000353,0.97385687,0.00017389448,0.000047669575,0.000005486603,0.011486731,0.00013220747,9.805565e-7,0.0052969223,0.008426412,0.00009707487],"about_ca_topic_score_codex":0.00007229992,"about_ca_topic_score_gemma":0.00060545857,"teacher_disagreement_score":0.49617,"about_ca_system_score_codex":0.00004908957,"about_ca_system_score_gemma":0.000018757508,"threshold_uncertainty_score":0.49842232},"labels":[],"label_agreement":null},{"id":"W4401648347","doi":"10.37653/juah.2024.148877.1279","title":"Evaluating goodness-of-fit indicators for the construct validity and reliability of the scale of the \"Dragons of Inaction\" Psychological Barriers to climate change mitigation and adaptation: Studying differences using Bayesian probability","year":2024,"lang":"en","type":"article","venue":"Maǧallaẗ ǧāmiʻaẗ al-Anbār li-l-ʻulūm al-insāniyyaẗ/Maǧallaẗ ǧāmiʻaẗ al-anbār li-l-ʻulūm al-insāniyyaẗ","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Reliability (semiconductor); Goodness of fit; Bayesian probability; Adaptation (eye); Construct validity; Climate change; Construct (python library); Psychology; Econometrics; Statistics; Computer science; Mathematics; Psychometrics; Geography; Cartography; Ecology","score_opus":0.5123042698573272,"score_gpt":0.4821388680746985,"score_spread":0.03016540178262872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401648347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96421796,0.0012426341,0.0010105657,0.021411298,0.0023421769,0.007474695,0.0010411193,0.00025385042,0.0010057205],"genre_scores_gemma":[0.9891127,0.0033864824,0.0045342855,0.0016394301,0.00033105825,0.000732482,0.00005882031,0.00014671254,0.00005805191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98590136,0.004104924,0.0035342027,0.002203155,0.0027366062,0.0015197267],"domain_scores_gemma":[0.98854005,0.0038070707,0.0024561053,0.002963833,0.0014589273,0.00077400665],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.010206859,0.0012318343,0.0019908838,0.0007416373,0.0034228936,0.00047357162,0.002560466,0.0007911805,0.00047985656],"category_scores_gemma":[0.0040818467,0.0008814036,0.0010391724,0.00373732,0.005437487,0.0010806089,0.0015767096,0.0013090275,0.0000062976587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018657245,0.0025134976,0.69313115,0.004756743,0.0010870752,0.000007541103,0.17446113,0.0015557371,0.019820224,0.014391944,0.002022518,0.0843867],"study_design_scores_gemma":[0.0059615914,0.002878189,0.71509784,0.0065790503,0.0033574747,0.000120651275,0.1313753,0.09826502,0.0037596468,0.012814032,0.015788887,0.0040022773],"about_ca_topic_score_codex":0.0032547456,"about_ca_topic_score_gemma":0.0069107427,"teacher_disagreement_score":0.09670929,"about_ca_system_score_codex":0.0008497456,"about_ca_system_score_gemma":0.000860063,"threshold_uncertainty_score":0.99936366},"labels":[],"label_agreement":null},{"id":"W4401875650","doi":"10.1016/j.gloenvcha.2024.102910","title":"Re-conceptualizing climate maladaptation: Complementing social-ecological interactions with relational socionatures","year":2024,"lang":"en","type":"article","venue":"Global Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Maladaptation; Ecology; Geography; Psychology; Biology","score_opus":0.5072169984559943,"score_gpt":0.4510404546744687,"score_spread":0.056176543781525645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401875650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6370588,0.0037761412,0.00060776976,0.06534119,0.0017849662,0.0016127297,0.0016511434,0.0010633755,0.28710392],"genre_scores_gemma":[0.9959091,0.0010430538,0.0005833774,0.0008970528,0.0005798477,0.00009676609,0.00064837787,0.000010306769,0.00023214615],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987682,0.00018203893,0.00017299814,0.00023606898,0.0003553497,0.00028533468],"domain_scores_gemma":[0.9996729,0.00009796346,0.00006452555,0.000087741166,0.000009655453,0.0000672269],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002874865,0.00011767124,0.00009760709,0.00003532928,0.0012049248,0.00012274855,0.0001322496,0.0000894091,0.0077393167],"category_scores_gemma":[0.000009404086,0.00011224372,0.000071276,0.00017326247,0.00032005698,0.00043644375,0.00010921533,0.00018287654,0.00033936257],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013186445,0.00057321857,0.08860731,0.00009944578,0.00018331355,0.000043992142,0.2273855,0.000030345971,0.00039869352,0.5639547,0.010499636,0.108091965],"study_design_scores_gemma":[0.00030889834,0.000054467087,0.25925872,0.000079575904,0.000049359813,0.0000068586023,0.10295146,0.0007907166,0.0000020574414,0.00095303374,0.6352334,0.00031144297],"about_ca_topic_score_codex":0.00019960263,"about_ca_topic_score_gemma":0.0030015118,"teacher_disagreement_score":0.6247338,"about_ca_system_score_codex":0.0007188212,"about_ca_system_score_gemma":0.00001728004,"threshold_uncertainty_score":0.99316776},"labels":[],"label_agreement":null},{"id":"W4402356442","doi":"10.22323/2.23060801","title":"Creating resonance with arts-based approaches to sustainability science communication","year":2024,"lang":"en","type":"article","venue":"Journal of Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Privy Council Office","funders":"Novo Nordisk","keywords":"The arts; Mainstream; Sustainability; Constructive; Affection; Sociology; Engineering ethics; Psychology; Political science; Computer science; Visual arts; Engineering; Art; Social psychology; Process (computing); Ecology","score_opus":0.5574890306468313,"score_gpt":0.49046802453326926,"score_spread":0.06702100611356204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402356442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8150282,0.004567252,0.0066087544,0.09813804,0.00023496921,0.001038861,0.000005055498,0.00018651973,0.07419238],"genre_scores_gemma":[0.97787213,0.0011713541,0.020526394,0.00020988802,0.000052111223,0.000025920499,0.0000029533426,0.000010469974,0.00012876687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99703515,0.00043339882,0.0005054201,0.00026118028,0.0013821218,0.00038275748],"domain_scores_gemma":[0.9953787,0.000633163,0.0003269597,0.0014193954,0.001955184,0.00028662055],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.016366549,0.00012193757,0.00018045008,0.0007831779,0.0035178182,0.001056425,0.0033848316,0.000055028715,0.000057546968],"category_scores_gemma":[0.002295056,0.000102092396,0.00006202892,0.0046237945,0.0065760524,0.0025772532,0.0003338537,0.0004471619,0.000012883977],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021435469,0.00051227876,0.009284788,0.0001372032,0.0000129063,0.000003454423,0.26875964,0.0024461162,0.006913737,0.33267078,0.0005186985,0.37852603],"study_design_scores_gemma":[0.0012748674,0.0010756272,0.13726085,0.004375334,0.00013228387,0.00007230018,0.3692391,0.046930622,0.0048413253,0.02930024,0.40408015,0.0014172802],"about_ca_topic_score_codex":0.00043399245,"about_ca_topic_score_gemma":0.0010136879,"teacher_disagreement_score":0.40356147,"about_ca_system_score_codex":0.0018041956,"about_ca_system_score_gemma":0.0034344571,"threshold_uncertainty_score":0.99998057},"labels":[],"label_agreement":null},{"id":"W4402357367","doi":"10.1007/978-981-97-3541-9_16","title":"Explaining the Rise of Modern Science: A Dialogical Perspective","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Dialogical self; Perspective (graphical); Epistemology; Sociology; Philosophy; Art; Visual arts","score_opus":0.5043898189902578,"score_gpt":0.47076026907309243,"score_spread":0.03362954991716538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402357367","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012066616,0.0015815921,0.000025148121,0.004405248,0.00021229014,0.00020211934,0.000015103366,0.00006860844,0.9933692],"genre_scores_gemma":[0.30014202,0.008448243,0.00006290734,0.00013837892,0.00034279152,0.000013501715,0.000004436968,0.00001629976,0.6908314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99891204,0.000036302787,0.00015910905,0.00022245567,0.0005206765,0.0001493987],"domain_scores_gemma":[0.99907446,0.00017450895,0.00008361461,0.00032779286,0.0002777623,0.00006185625],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001113886,0.00010344725,0.00014343079,0.00012387004,0.0006299643,0.00011030836,0.00061763136,0.00014485825,0.0049958117],"category_scores_gemma":[0.0001190215,0.00006669164,0.00011526864,0.00010295367,0.0023682492,0.00008554137,0.00022932238,0.00029173066,0.0002210866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002798182,0.0000046876107,0.0000017057258,0.0000031709733,0.000005533336,3.9931183e-7,0.08308704,4.719865e-7,0.000026114516,0.9113124,0.0002933969,0.0052622776],"study_design_scores_gemma":[0.000045222416,0.000025397643,0.000025242205,0.00009813545,0.000034819885,7.8247047e-7,0.04845254,0.00027185123,0.000002295607,0.6439793,0.3069103,0.00015411315],"about_ca_topic_score_codex":0.0005706085,"about_ca_topic_score_gemma":0.0024378037,"teacher_disagreement_score":0.3066169,"about_ca_system_score_codex":0.0002783153,"about_ca_system_score_gemma":0.00022335172,"threshold_uncertainty_score":0.99591374},"labels":[],"label_agreement":null},{"id":"W4402453030","doi":"10.29173/cais1863","title":"Deliberating Climate Action @ The Library: Supporting Sense Making &amp; Meaning Making in the Midst of Uncertainty and Difference","year":2024,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Meaning (existential); Action (physics); Sense (electronics); Meaning-making; Climate science; Epistemology; Climate change; Philosophy; Engineering; Geology; Oceanography; Linguistics; Physics","score_opus":0.21851149053699473,"score_gpt":0.4009627469065976,"score_spread":0.18245125636960288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402453030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97707003,0.00022302294,0.000012178384,0.0072586546,0.00009552066,0.00030733173,0.00004557474,0.000045401226,0.014942307],"genre_scores_gemma":[0.99798304,0.0013357336,0.00020156252,0.00025847516,0.00009068648,0.000019615065,0.0000053590165,0.000014507131,0.00009099323],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984065,0.000167945,0.0004990216,0.0002109429,0.00039272924,0.00032283113],"domain_scores_gemma":[0.99558073,0.0006980954,0.0005768675,0.00017181627,0.002940028,0.000032432643],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021484594,0.00015549487,0.00024623406,0.00011658919,0.00048004865,0.0024902807,0.0008694615,0.00010557532,0.000043649048],"category_scores_gemma":[0.0056427945,0.000097018754,0.00009288519,0.0005588902,0.0005346506,0.0034107072,0.0004399753,0.00036884638,7.7100896e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071594426,0.00004485146,0.09393641,0.000697916,0.00002946855,8.605305e-7,0.7964984,0.000014955086,0.013279572,0.06118012,0.00023781494,0.03400804],"study_design_scores_gemma":[0.0006011858,0.00019755428,0.23127048,0.007026398,0.0002472032,0.00008487023,0.63574886,0.013570015,0.0021134494,0.027994823,0.08035469,0.0007904519],"about_ca_topic_score_codex":0.00052993,"about_ca_topic_score_gemma":0.0009671769,"teacher_disagreement_score":0.16074951,"about_ca_system_score_codex":0.0000458124,"about_ca_system_score_gemma":0.00012617405,"threshold_uncertainty_score":0.9985452},"labels":[],"label_agreement":null},{"id":"W4402512187","doi":"10.1002/pan3.70323","title":"Wilting Wildflowers and Bummed-Out Bees: Climate Change Threatens U.S. State Symbols","year":2024,"lang":"en","type":"preprint","venue":"People and Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Wilting; State (computer science); Climate change; Political science; Ecology; Biology; Horticulture; Computer science; Algorithm","score_opus":0.22864473818664827,"score_gpt":0.435036062476427,"score_spread":0.20639132428977874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402512187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8901397,0.058076046,0.0000021972792,0.026309542,0.0021021585,0.0010779818,0.0006501103,0.0003817081,0.02126056],"genre_scores_gemma":[0.6857575,0.31197813,0.00007103874,0.00082508114,0.00057819823,0.000085869506,0.00021778309,0.000030058934,0.00045628397],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984735,0.0001537162,0.00021639284,0.00048911077,0.0002701214,0.00039711196],"domain_scores_gemma":[0.9991363,0.0001350032,0.0001186793,0.0003440382,0.000092270304,0.00017365282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006899404,0.00025530165,0.000331023,0.00015175491,0.0005932418,0.0004161769,0.00025691846,0.0007262552,0.00011637108],"category_scores_gemma":[0.000085848704,0.0002397831,0.00010908968,0.00017163514,0.0001749936,0.00012319343,0.0011248895,0.0015503742,0.000039295886],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006385022,0.00007694308,0.021369282,0.0018230174,0.00016107676,0.000017515558,0.7853206,0.0000011655611,0.00012922412,0.00657715,0.0049195844,0.17954062],"study_design_scores_gemma":[0.0019975095,0.000245858,0.20854874,0.0091560865,0.0014704377,0.0000361044,0.18336298,0.0018684883,0.000060701026,0.10672736,0.4815918,0.004933959],"about_ca_topic_score_codex":0.001865375,"about_ca_topic_score_gemma":0.04090247,"teacher_disagreement_score":0.6019576,"about_ca_system_score_codex":0.00007636499,"about_ca_system_score_gemma":0.000056149176,"threshold_uncertainty_score":0.97780704},"labels":[],"label_agreement":null},{"id":"W4402580449","doi":"10.1038/s43247-024-01661-8","title":"Perceptions of carbon dioxide emission reductions and future warming among climate experts","year":2024,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Concordia University; University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Climate change; Skepticism; Global warming; Perception; Greenhouse gas; Psychology; Environmental science; Environmental resource management; Ecology","score_opus":0.1318268649425244,"score_gpt":0.37040717376932536,"score_spread":0.23858030882680095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402580449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9328977,0.010417597,0.00008475354,0.015931286,0.00025716212,0.00047561908,0.000037894726,0.00019660396,0.039701413],"genre_scores_gemma":[0.76858455,0.22907111,0.0012828308,0.000025950316,0.00013571806,0.00007395251,0.00007314486,0.000014779206,0.00073798845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987482,0.00036077568,0.00028359581,0.00020604208,0.00020506656,0.000196366],"domain_scores_gemma":[0.9984606,0.00013336606,0.00007189788,0.001188063,0.000022049042,0.00012403933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048714003,0.00011245534,0.00013038793,0.00013283706,0.0009559758,0.00005835393,0.00039975616,0.0001112615,0.00051874755],"category_scores_gemma":[0.000021052285,0.00011637696,0.000071953014,0.00019821803,0.0008225051,0.00020103021,0.00034510694,0.00020492701,0.000022194692],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002132555,0.0007720351,0.03659529,0.00018769584,0.000109935136,0.0000022601432,0.3382013,0.00006904229,0.09782464,0.032905415,0.00087596645,0.4924351],"study_design_scores_gemma":[0.00013023411,0.00003175068,0.048761018,0.00020686872,0.000069010246,0.0000046077867,0.07622339,0.0014985519,0.00019657164,0.00026360087,0.87236047,0.00025391646],"about_ca_topic_score_codex":0.0004638174,"about_ca_topic_score_gemma":0.00057977886,"teacher_disagreement_score":0.8714845,"about_ca_system_score_codex":0.0001008493,"about_ca_system_score_gemma":0.00003144482,"threshold_uncertainty_score":0.73526895},"labels":[],"label_agreement":null},{"id":"W4402679287","doi":"10.1093/isr/viae036.01","title":"The Climate Challenge for International Studies","year":2024,"lang":"en","type":"article","venue":"International Studies Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; The Scarborough Hospital","funders":"","keywords":"Political science","score_opus":0.7873716955664302,"score_gpt":0.6313157072872913,"score_spread":0.1560559882791389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402679287","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018566314,0.7344033,0.000030787953,0.20062493,0.006393959,0.00040784688,0.00004436089,0.0000933774,0.057982847],"genre_scores_gemma":[0.0033658992,0.989933,0.000085753076,0.0014105698,0.0012506805,0.0005457673,0.00003751065,0.000010404129,0.003360384],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880594,0.00011639664,0.00034086438,0.00018810228,0.00036295824,0.00018575015],"domain_scores_gemma":[0.99765843,0.0011771683,0.00008661305,0.00015551224,0.00089282414,0.000029450262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00176164,0.000103726976,0.00017559032,0.000041596286,0.0008339196,0.00014262031,0.00058750244,0.000027999069,0.00032249454],"category_scores_gemma":[0.0021058035,0.00006912069,0.00016914155,0.00011785884,0.00027752627,0.00017742068,0.00023457555,0.00009302999,0.00021006049],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007968334,0.000019799769,0.0000133932035,0.00058957527,0.0005256341,0.0000011343596,0.006741753,3.625583e-7,0.0000015156811,0.15560512,0.17902212,0.6574716],"study_design_scores_gemma":[0.00006068777,0.000011692008,0.000030131388,0.001666716,0.00003699092,8.873527e-7,0.0063073076,0.00003525861,6.233612e-7,0.002986307,0.9887839,0.000079518046],"about_ca_topic_score_codex":0.00001997206,"about_ca_topic_score_gemma":0.0013652826,"teacher_disagreement_score":0.80976176,"about_ca_system_score_codex":0.00033983449,"about_ca_system_score_gemma":0.000028751308,"threshold_uncertainty_score":0.641392},"labels":[],"label_agreement":null},{"id":"W4402831916","doi":"10.22584/nr56.2024.002","title":"Practitioner Perspectives on Arctic Marine Mammals in Environmental News Reporting","year":2024,"lang":"en","type":"article","venue":"The Northern Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Geography; History; Environmental resource management; Oceanography; Ecology; Environmental science; Biology; Geology","score_opus":0.3183988121544884,"score_gpt":0.45279924190220405,"score_spread":0.13440042974771566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402831916","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29495892,0.29866886,0.000023228597,0.1613653,0.0003951892,0.0020492733,0.000009586695,0.00023294681,0.24229671],"genre_scores_gemma":[0.5338571,0.46377328,0.000011586967,0.00071438425,0.00010681212,0.00004106584,0.000011702716,0.0000073172187,0.0014767474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998879,0.00040471132,0.0003052029,0.00013460174,0.00016938134,0.00010707231],"domain_scores_gemma":[0.99939203,0.00014428228,0.00017275997,0.0002556484,0.00001017469,0.000025126463],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017093138,0.00006147583,0.00011146385,0.000026882248,0.00017643225,0.0000464486,0.00013685641,0.000023208275,0.004004769],"category_scores_gemma":[0.0004123714,0.000041623156,0.00006959572,0.0001654914,0.00008426002,0.00008866899,0.000046182755,0.00017050518,0.0007134443],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007949258,0.00013898166,0.023987845,0.00062372384,0.00002034532,0.000016926995,0.064731136,0.0000048974657,0.00006961061,0.004820618,0.00044056276,0.9051374],"study_design_scores_gemma":[0.00008362613,0.000033646644,0.040205482,0.0048321774,0.000059094156,0.000018189205,0.04317849,0.00003748123,0.0000016568506,0.0017175095,0.9096058,0.00022681929],"about_ca_topic_score_codex":0.0020112554,"about_ca_topic_score_gemma":0.017904196,"teacher_disagreement_score":0.90916526,"about_ca_system_score_codex":0.00026838193,"about_ca_system_score_gemma":0.00002524454,"threshold_uncertainty_score":0.99909616},"labels":[],"label_agreement":null},{"id":"W4403007489","doi":"10.1007/s11920-024-01538-9","title":"Climate Anxiety: Current Evidence and Future Directions","year":2024,"lang":"en","type":"review","venue":"Current Psychiatry Reports","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Anxiety; Current (fluid); Psychology; Clinical psychology; Cognitive psychology; Medicine; Data science; Psychiatry; Computer science; Physics","score_opus":0.49364351138129076,"score_gpt":0.5475196094835648,"score_spread":0.05387609810227406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403007489","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000059863896,0.9499183,0.0000016318695,0.0014022895,0.04431149,0.0008981647,0.00005767312,0.00032981968,0.003074629],"genre_scores_gemma":[0.0000023302246,0.99256,0.000040831572,0.000017515344,0.006616477,0.00027002406,0.00025120372,0.000049157323,0.00019243603],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969578,0.0004659585,0.0009185023,0.00077944715,0.00044544967,0.0004328871],"domain_scores_gemma":[0.99803007,0.00007356494,0.00064495805,0.00087021437,0.00010787297,0.0002733012],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012550408,0.00043109426,0.00079446385,0.00027017426,0.00090543256,0.00035851265,0.0002916778,0.0002605473,0.00041381543],"category_scores_gemma":[0.00008091629,0.00036396785,0.000546,0.00084634847,0.00020923976,0.00027308587,0.00025230955,0.0009828971,0.0002009824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.63365e-7,0.00007927465,0.00023913989,0.012447731,0.000018414014,0.0000017538007,0.0013322006,3.789629e-9,4.3911963e-9,0.0014528867,0.012019063,0.9724089],"study_design_scores_gemma":[0.000016076736,0.000007690619,0.000044331566,0.030401507,0.0009073896,0.000094085895,0.00040243383,0.0000011460897,6.319419e-10,0.00029316728,0.96746266,0.00036948323],"about_ca_topic_score_codex":0.00003366741,"about_ca_topic_score_gemma":0.0006591402,"teacher_disagreement_score":0.9720394,"about_ca_system_score_codex":0.00022589153,"about_ca_system_score_gemma":0.0006775074,"threshold_uncertainty_score":0.9998812},"labels":[],"label_agreement":null},{"id":"W4403036292","doi":"10.1038/s41597-024-03865-1","title":"The International Climate Psychology Collaboration: Climate change-related data collected from 63 countries","year":2024,"lang":"en","type":"article","venue":"Scientific Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada); Simon Fraser University; University of British Columbia","funders":"Fondo de Financiamiento de Centros de Investigación en Áreas Prioritarias; Japan Society for the Promotion of Science; Biotechnology and Biological Sciences Research Council; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; Shell Brasil; NOMIS Stiftung; Université de Lausanne; Centro de Estudios de Conflicto y Cohesión Social; Agencia Nacional de Investigación y Desarrollo; Erasmus Universiteit Rotterdam; Université de Genève; Austrian Science Fund; Stanford Center on Philanthropy and Civil Society; Thammasat University; Universität Hamburg; Norges Forskningsråd; Agentúra na Podporu Výskumu a Vývoja; Morsani College of Medicine; Simon Fraser University; Medical Research Council; National Research Foundation of Korea; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Riksbankens Jubileumsfond; Fonds Wetenschappelijk Onderzoek; Universitat Ramon Llull; National Research University Higher School of Economics; National Geographic Society; American University of Sharjah; Universität Wien; James S. McDonnell Foundation; Aarhus Universitets Forskningsfond; Agence Nationale de la Recherche; Fonds De La Recherche Scientifique - FNRS; Canada Research Chairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Research Foundation; Fundação de Amparo à Pesquisa do Estado de São Paulo; Jacobs Foundation; Pomona College; Wellcome Trust; Social Sciences and Humanities Research Council of Canada; University of Colorado Boulder; University of St Andrews; Aarhus Universitet; National Science Foundation; UK Research and Innovation; Clemson University; Universitetet i Stavanger; Vetenskapsrådet; John Templeton Foundation","keywords":"Climate change; Psychological intervention; Biology and political orientation; Psychology; Social psychology; Applied psychology; Environmental resource management; Geography; Political science; Politics; Ecology; Environmental science","score_opus":0.5800491103888415,"score_gpt":0.5281463008214803,"score_spread":0.05190280956736126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403036292","genre_codex":"commentary","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022734586,0.01846031,0.000113083646,0.43196502,0.08709149,0.0022580056,0.26392087,0.001680204,0.17177641],"genre_scores_gemma":[0.20592202,0.27557418,0.0012620887,0.0037386538,0.003998802,0.00023385111,0.4936119,0.000103985134,0.015554505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973971,0.00035194829,0.00037410494,0.0008473592,0.0006385316,0.00039092932],"domain_scores_gemma":[0.99557626,0.00047827524,0.000117769414,0.0034728548,0.00026690698,0.00008795648],"candidate_categories":["sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0047075017,0.00011724062,0.0001139413,0.00013351812,0.0030398094,0.0042727985,0.0055334913,0.00011728933,0.0037409107],"category_scores_gemma":[0.0005099698,0.00009598708,0.000022141014,0.0013777236,0.0010961448,0.0017538528,0.00238246,0.00019017865,0.0019485798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042391526,0.000050487113,0.0005229077,0.000011740651,0.00005519156,0.000005420855,0.017566357,2.920435e-7,0.00020543669,0.026540458,0.9190625,0.035936818],"study_design_scores_gemma":[0.00014296503,0.0000052929686,0.0013748652,0.00005928901,0.000026490825,0.0000011219362,0.0050240946,0.0076357652,0.0000023786574,0.0011077761,0.9845027,0.0001172853],"about_ca_topic_score_codex":0.0005123885,"about_ca_topic_score_gemma":0.060304504,"teacher_disagreement_score":0.42822638,"about_ca_system_score_codex":0.0001063202,"about_ca_system_score_gemma":0.0002696763,"threshold_uncertainty_score":0.99984705},"labels":[],"label_agreement":null},{"id":"W4403053699","doi":"10.32920/27156444.v1","title":"Reports on boys’, youth’s and men’s health in Canadian newspapers: Now what?","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Gender studies; Political science; Psychology; History; Sociology; Media studies","score_opus":0.38638197566356863,"score_gpt":0.46092272146206137,"score_spread":0.07454074579849274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403053699","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06824529,0.0038385706,4.130851e-7,0.32938907,0.0017870979,0.0008715228,0.00005441073,0.00014422486,0.5956694],"genre_scores_gemma":[0.86754113,0.11924397,0.00006225777,0.005373912,0.00022628531,0.000049427923,0.00030591973,0.000020170959,0.007176894],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854076,0.00023995123,0.00029712458,0.00038349358,0.00018430472,0.0003543497],"domain_scores_gemma":[0.9989427,0.000038038645,0.00009622689,0.00046600064,0.000035617173,0.0004214181],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015084792,0.00013739482,0.00020949132,0.00028980698,0.00024921767,0.0005726503,0.00017197724,0.00025600148,0.0010632232],"category_scores_gemma":[0.000065066735,0.00013711189,0.000046594385,0.00014350867,0.000083718194,0.00008778234,0.00024963173,0.0005267551,0.000084734835],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007561944,0.000056549634,0.003524645,0.00019839204,0.000019628364,0.000033589124,0.8024129,0.00001903509,0.0000020915556,0.007908178,0.04040979,0.14540759],"study_design_scores_gemma":[0.00009371171,0.00003514884,0.00834197,0.0013505272,0.000012805838,0.000003100007,0.35129884,0.00013772937,3.3481422e-7,0.010737385,0.62756914,0.00041933852],"about_ca_topic_score_codex":0.9660923,"about_ca_topic_score_gemma":0.9985212,"teacher_disagreement_score":0.79929584,"about_ca_system_score_codex":0.0014344995,"about_ca_system_score_gemma":0.001408914,"threshold_uncertainty_score":0.9998499},"labels":[],"label_agreement":null},{"id":"W4403058192","doi":"10.32920/27156444","title":"Reports on boys’, youth’s and men’s health in Canadian newspapers: Now what?","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Psychology; Political science; Advertising; Media studies; Sociology; Business","score_opus":0.38638197566356863,"score_gpt":0.46092272146206137,"score_spread":0.07454074579849274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403058192","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06824529,0.0038385706,4.130851e-7,0.32938907,0.0017870979,0.0008715228,0.00005441073,0.00014422486,0.5956694],"genre_scores_gemma":[0.86754113,0.11924397,0.00006225777,0.005373912,0.00022628531,0.000049427923,0.00030591973,0.000020170959,0.007176894],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854076,0.00023995123,0.00029712458,0.00038349358,0.00018430472,0.0003543497],"domain_scores_gemma":[0.9989427,0.000038038645,0.00009622689,0.00046600064,0.000035617173,0.0004214181],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015084792,0.00013739482,0.00020949132,0.00028980698,0.00024921767,0.0005726503,0.00017197724,0.00025600148,0.0010632232],"category_scores_gemma":[0.000065066735,0.00013711189,0.000046594385,0.00014350867,0.000083718194,0.00008778234,0.00024963173,0.0005267551,0.000084734835],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007561944,0.000056549634,0.003524645,0.00019839204,0.000019628364,0.000033589124,0.8024129,0.00001903509,0.0000020915556,0.007908178,0.04040979,0.14540759],"study_design_scores_gemma":[0.00009371171,0.00003514884,0.00834197,0.0013505272,0.000012805838,0.000003100007,0.35129884,0.00013772937,3.3481422e-7,0.010737385,0.62756914,0.00041933852],"about_ca_topic_score_codex":0.9660923,"about_ca_topic_score_gemma":0.9985212,"teacher_disagreement_score":0.79929584,"about_ca_system_score_codex":0.0014344995,"about_ca_system_score_gemma":0.001408914,"threshold_uncertainty_score":0.9998499},"labels":[],"label_agreement":null},{"id":"W4403079382","doi":"10.1080/17512786.2024.2409840","title":"Have we Reached a “Tipping Point” in Climate Change Reporting? How Mainstream Newspapers Cover Heatwaves","year":2024,"lang":"en","type":"article","venue":"Journalism Practice","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tipping point (physics); Newspaper; Climate change; Mainstream; Cover (algebra); Environmental science; Political science; Advertising; Business; Engineering","score_opus":0.4788367074074617,"score_gpt":0.49437865125281616,"score_spread":0.015541943845354456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403079382","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07238648,0.005395388,0.000062020765,0.6880954,0.0013184499,0.00056570856,0.000016118596,0.00029350692,0.23186696],"genre_scores_gemma":[0.826723,0.16355374,0.0013483976,0.0040459493,0.0015559846,0.000056271205,0.000023326107,0.00004314828,0.0026501843],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719435,0.0009490976,0.0006263773,0.00028319363,0.0004921702,0.0004547987],"domain_scores_gemma":[0.9977052,0.0008709828,0.00079964864,0.0003306709,0.00012105029,0.0001723967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006330565,0.00015461892,0.00023276653,0.00026826095,0.0005106558,0.0009827436,0.0002409257,0.00017058496,0.00085912674],"category_scores_gemma":[0.004632836,0.0001486629,0.00013410873,0.00050776545,0.000105306026,0.0027006818,0.00010098442,0.00072147715,0.00011768796],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020232651,0.00037710404,0.0076766214,0.00024786752,0.00010934601,0.0011327487,0.74950635,0.000009379327,0.0026127347,0.020232165,0.01181973,0.20607364],"study_design_scores_gemma":[0.00026147434,0.000031127875,0.0024939175,0.00072335015,0.000060792998,0.00022227764,0.15074612,0.0005757313,0.000009730867,0.00063301565,0.8440058,0.00023666192],"about_ca_topic_score_codex":0.0032796382,"about_ca_topic_score_gemma":0.0054434454,"teacher_disagreement_score":0.83218604,"about_ca_system_score_codex":0.00047025344,"about_ca_system_score_gemma":0.00012625477,"threshold_uncertainty_score":0.9476619},"labels":[],"label_agreement":null},{"id":"W4403146985","doi":"","title":"Is knowing enough to take action? Some food for thought on the levers of action to understand better and to reduce the impact on the climate and the environment, Health and Environment change: pushing research boundaries through Arizona-France cooperation","year":2022,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Action (physics); Environmental ethics; Computer science; Psychology; Philosophy","score_opus":0.3545893630883403,"score_gpt":0.4193970241469088,"score_spread":0.0648076610585685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403146985","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47369805,0.00041005597,0.00096121035,0.522471,0.00005481533,0.0017094461,0.00008455094,0.00001364582,0.00059722055],"genre_scores_gemma":[0.9876381,0.0057449862,0.00039926576,0.005137919,0.000040386065,0.00045247897,0.000027372507,0.000016504706,0.0005429749],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99304426,0.0056399675,0.00022114138,0.00031953887,0.000478974,0.0002961196],"domain_scores_gemma":[0.9957723,0.0031216664,0.00014949657,0.00074318977,0.00011462031,0.00009873572],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.010943896,0.00012853708,0.00014366611,0.00006805901,0.007257809,0.0005414919,0.00046618452,0.00003959185,0.00010596589],"category_scores_gemma":[0.0005176227,0.00007718252,0.000048385697,0.00030725426,0.0007010453,0.0002088924,0.00044944684,0.00031068226,0.000005133117],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026583343,0.00018781285,0.00026349613,0.000029281395,0.000042874355,4.7473588e-8,0.69554657,0.00009001172,0.0029231934,0.24386247,0.0031485686,0.053639833],"study_design_scores_gemma":[0.00123252,0.00010062612,0.011167809,0.00038538346,0.000029664596,0.0000029232674,0.20204693,0.0013894351,0.005598996,0.0073406645,0.7703279,0.0003771295],"about_ca_topic_score_codex":0.0020771907,"about_ca_topic_score_gemma":0.002225902,"teacher_disagreement_score":0.76717937,"about_ca_system_score_codex":0.00030720103,"about_ca_system_score_gemma":0.000071937764,"threshold_uncertainty_score":0.9940346},"labels":[],"label_agreement":null},{"id":"W4403321421","doi":"10.1038/s44168-024-00169-3","title":"Barriers and pathways to climate action among nature lovers","year":2024,"lang":"en","type":"article","venue":"npj Climate Action","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"York University","keywords":"Action (physics); Climate change; Psychology; Geography; Ecology; Biology","score_opus":0.26183789700648247,"score_gpt":0.4491702460376309,"score_spread":0.18733234903114843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403321421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9540456,0.00030211412,0.000048144353,0.004011094,0.0021257924,0.0003689592,0.00007434006,0.00055699697,0.03846694],"genre_scores_gemma":[0.96987885,0.028785303,0.000078814766,0.00050047785,0.0003941956,0.00003767564,0.000074123345,0.000025858504,0.00022469858],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985748,0.00019096998,0.00019599275,0.00033558442,0.00030378383,0.00039885385],"domain_scores_gemma":[0.9992346,0.00011650364,0.0000612028,0.00024345734,0.000071981885,0.00027223583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084685243,0.00014596857,0.00013109516,0.00020953994,0.0009155827,0.0004274331,0.00014725098,0.00033171722,0.0011535448],"category_scores_gemma":[0.00014092667,0.0001513965,0.000070973656,0.00045682938,0.00012677332,0.0008479056,0.00008905687,0.00042711635,0.00036131876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058424304,0.00015092189,0.06584954,0.0019409236,0.00014805219,0.000033939003,0.21521771,0.0001180056,0.08835291,0.060998537,0.02833748,0.53826773],"study_design_scores_gemma":[0.00032693028,0.00011406087,0.07173829,0.00032247786,0.000086753054,0.0000090420035,0.101019405,0.0018502942,0.0007204307,0.0009088702,0.8223051,0.0005983412],"about_ca_topic_score_codex":0.00045537608,"about_ca_topic_score_gemma":0.0035718542,"teacher_disagreement_score":0.7939676,"about_ca_system_score_codex":0.00038228527,"about_ca_system_score_gemma":0.000048763275,"threshold_uncertainty_score":0.99975955},"labels":[],"label_agreement":null},{"id":"W4403483687","doi":"10.1002/wea.7633","title":"Empowering the next‐generation climate scientists: insights from the 2023 Forecasters' <scp>WEB</scp> exchange program/hackathon at <scp>KNUST</scp>, Ghana","year":2024,"lang":"en","type":"article","venue":"Weather","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Environmental science; Business","score_opus":0.294432707169751,"score_gpt":0.403192369996016,"score_spread":0.10875966282626498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403483687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8944798,0.011714682,0.00005083706,0.003208509,0.0024872462,0.0011864806,0.00011069987,0.00044762876,0.08631413],"genre_scores_gemma":[0.9440617,0.013422459,0.00022708994,0.0012133674,0.002984149,0.00053619914,0.00046093506,0.00009253282,0.037001584],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975366,0.000554747,0.00030227716,0.0004791791,0.0005895316,0.0005376371],"domain_scores_gemma":[0.99816877,0.00074327656,0.00012419203,0.00072946644,0.00010866425,0.00012564496],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011530699,0.00023823252,0.0001743946,0.00010087956,0.0020186612,0.0014412792,0.00078443985,0.00019095138,0.0006752989],"category_scores_gemma":[0.0002570583,0.00015347773,0.00017230965,0.00079000794,0.00042046313,0.0005159899,0.00038988458,0.0002837412,0.0013475835],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060946013,0.0002154493,0.001626626,0.00008563326,0.00012349078,0.000016894382,0.66353524,0.000012709914,0.028394436,0.008511233,0.19243972,0.10503246],"study_design_scores_gemma":[0.00014645974,0.000036119476,0.0012612309,0.00011464277,0.000045442794,0.0000020195666,0.040278662,0.0039928476,0.00014832984,0.0002445083,0.9536683,0.000061446466],"about_ca_topic_score_codex":0.0009714105,"about_ca_topic_score_gemma":0.039914288,"teacher_disagreement_score":0.76122856,"about_ca_system_score_codex":0.00027034248,"about_ca_system_score_gemma":0.00006684343,"threshold_uncertainty_score":0.99959534},"labels":[],"label_agreement":null},{"id":"W4403507642","doi":"10.1016/s2542-5196(24)00229-8","title":"Climate emotions, thoughts, and plans among US adolescents and young adults: a cross-sectional descriptive survey and analysis by political party identification and self-reported exposure to severe weather events","year":2024,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"Imperial College London; Universiteit Utrecht; McGill University","keywords":"Cross-sectional study; Identification (biology); Descriptive statistics; Politics; Psychology; Social psychology; Environmental health; Political science; Medicine; Statistics; Law","score_opus":0.15160293454941617,"score_gpt":0.39760909195177707,"score_spread":0.2460061574023609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403507642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993657,0.0014346389,0.000043301905,0.0019501181,0.00013565188,0.0003897057,0.0022211687,0.00008581351,0.0000825923],"genre_scores_gemma":[0.9806004,0.017191546,0.000045738572,0.00037137044,0.00013447356,0.000014163644,0.0015463427,0.000007977032,0.00008799714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981002,0.0007309027,0.00029089977,0.00032777395,0.00021692578,0.00033325344],"domain_scores_gemma":[0.99929494,0.0001375234,0.00008601075,0.00019828262,0.0000471368,0.0002361063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001886618,0.00011842983,0.00022005753,0.00008499454,0.00076064194,0.00024762566,0.0000970078,0.00008654428,0.000027934768],"category_scores_gemma":[0.000049342878,0.00009558633,0.000019452938,0.00027150312,0.0001702529,0.00020474894,0.000056467878,0.00018110666,0.0000047136273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007344281,0.000027433542,0.98956704,0.000099006254,0.00008072338,8.3363085e-7,0.009066131,0.0000014855947,0.0000033213892,0.00012065595,0.00039542446,0.00056450104],"study_design_scores_gemma":[0.00022523614,0.000037243994,0.9962565,0.000086552915,0.000058631987,0.000015950347,0.0016671865,0.000774039,1.5617942e-7,0.000099968995,0.0006747583,0.00010379805],"about_ca_topic_score_codex":0.014071932,"about_ca_topic_score_gemma":0.0745195,"teacher_disagreement_score":0.06044757,"about_ca_system_score_codex":0.00008210986,"about_ca_system_score_gemma":0.000038957456,"threshold_uncertainty_score":0.99249345},"labels":[],"label_agreement":null},{"id":"W4403616117","doi":"10.1016/j.jenvp.2024.102456","title":"Publishing in the Journal of Environmental Psychology: Editorial priorities for a second term as co-Editors-in-Chief","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Publishing; Term (time); Psychology; Sociology; Library science; Media studies; Political science; Law; Computer science","score_opus":0.15762492396329975,"score_gpt":0.4558811414671298,"score_spread":0.2982562175038301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403616117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94261223,0.0016752152,0.000028213668,0.009622483,0.040728945,0.0002651193,0.000078633326,0.000004844581,0.0049843146],"genre_scores_gemma":[0.95592314,0.006747608,0.00009818902,0.0010467026,0.036048874,0.000006231103,0.000009609756,0.000016582286,0.00010304698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976199,0.0006713814,0.00078138825,0.00014082616,0.0005127193,0.00027373922],"domain_scores_gemma":[0.9986965,0.0005930744,0.00042279615,0.00019032706,0.000010808253,0.00008646494],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039438303,0.00013117332,0.00026572103,0.00035413526,0.00014823188,0.00016291479,0.0007726985,0.00029133633,0.0019894997],"category_scores_gemma":[0.00012551379,0.00010517439,0.00017828612,0.000114308175,0.00048008305,0.0009737767,0.0000373961,0.0009268504,0.000024275643],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020006786,0.0022771736,0.04888746,0.00006787524,0.00017179397,0.00016187747,0.17447487,0.000006486417,0.09394348,0.00041555287,0.6172798,0.06031292],"study_design_scores_gemma":[0.0019184474,0.00076016906,0.13120393,0.00007370851,0.000031019375,0.00030289404,0.020157654,0.0000016850719,0.000023135764,0.0021281901,0.84326625,0.00013291884],"about_ca_topic_score_codex":0.000015176378,"about_ca_topic_score_gemma":0.00016025109,"teacher_disagreement_score":0.22598639,"about_ca_system_score_codex":0.0003243594,"about_ca_system_score_gemma":0.000059920694,"threshold_uncertainty_score":0.9989228},"labels":[],"label_agreement":null},{"id":"W4403737017","doi":"10.3390/su16219210","title":"Educating in and for Degrowth: Training Future Generations to Prevent Environmental Collapse","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"European Commission","keywords":"Degrowth; Training (meteorology); Economics; Environmental ethics; Sustainability; Ecology; Engineering; Geography; Biology; Philosophy; Meteorology","score_opus":0.23657666078586143,"score_gpt":0.4644332554072878,"score_spread":0.22785659462142638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403737017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96457934,0.00039979428,0.00012777618,0.032974526,0.00017191486,0.0008449598,0.000020460824,0.000031868225,0.00084936415],"genre_scores_gemma":[0.9980048,0.00021101322,0.0005489369,0.0001139531,0.00026009628,0.00025559607,0.000022250784,0.000004982773,0.0005783892],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99938375,0.00013279993,0.00010909542,0.00015666783,0.00006658166,0.0001511108],"domain_scores_gemma":[0.99964476,0.00014288217,0.0000103700195,0.00010581913,0.00002957455,0.000066596214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081474375,0.000046252393,0.00005704798,0.000054136053,0.00032088265,0.000081446145,0.00006522094,0.000043235108,0.00011827154],"category_scores_gemma":[0.00030387042,0.00004901059,0.00002392051,0.00015250588,0.00006659543,0.000097848264,0.000033681383,0.00005970416,0.0000017802474],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000952516,0.00012154386,0.0058999523,0.0001227963,0.000003413844,4.7406726e-7,0.69371504,0.00001751558,0.00026873974,0.02183251,0.00058237725,0.2774261],"study_design_scores_gemma":[0.000098586446,0.000040878796,0.03316808,0.00002332742,0.0000061268106,6.1770925e-7,0.68578297,0.00053701014,0.000014832426,0.013851627,0.26633543,0.00014050848],"about_ca_topic_score_codex":0.00027658127,"about_ca_topic_score_gemma":0.0061957147,"teacher_disagreement_score":0.2772856,"about_ca_system_score_codex":0.00084223284,"about_ca_system_score_gemma":0.00026144605,"threshold_uncertainty_score":0.3457354},"labels":[],"label_agreement":null},{"id":"W4403891500","doi":"10.1186/s12889-024-20333-y","title":"Adolescents’ impairment due to climate anxiety is associated with self-efficacy and behavioral engagement: a cross-sectional analysis in Quebec (Canada)","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Institut National de la Recherche Scientifique; Institut National de Santé Publique du Québec; Université Laval","funders":"Canadian Institutes of Health Research; Health Canada; Ministère de la Santé et des Services sociaux","keywords":"Anxiety; Feeling; Cross-sectional study; Medicine; Climate change; Biostatistics; Public health; Clinical psychology; Developmental psychology; Psychology; Psychiatry; Social psychology","score_opus":0.23300153807191237,"score_gpt":0.44229189086312687,"score_spread":0.2092903527912145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403891500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990652,0.00010557803,0.00007922017,0.0077871243,0.000113682945,0.00052987825,0.00011204678,0.00015086227,0.00046956292],"genre_scores_gemma":[0.9973852,0.00060718076,0.00011803616,0.0013661932,0.000055291523,0.00005565127,0.00016770576,0.000011850302,0.00023286702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749696,0.00070739165,0.00034328495,0.0003484389,0.0005589027,0.0005450203],"domain_scores_gemma":[0.9990982,0.00008916196,0.00008494171,0.00021504908,0.00010858882,0.00040408518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003101681,0.00012088358,0.00021383268,0.00032327455,0.00069314777,0.0006089769,0.00018680877,0.00007074439,0.00045541368],"category_scores_gemma":[0.0000665312,0.00011665273,0.000051634684,0.0018500006,0.00006325281,0.00025627675,0.000093116265,0.0002332533,0.000009001788],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011410178,0.00037961398,0.9673565,0.000053800264,0.00003536855,0.0000020372447,0.02801789,0.00000989154,5.8767023e-7,0.00027765488,0.00050888717,0.0033463656],"study_design_scores_gemma":[0.00032086534,0.00004507904,0.96831906,0.00005277358,0.000017409537,5.694874e-7,0.003261616,0.00061330915,6.677397e-8,0.0000023873906,0.027244646,0.00012221816],"about_ca_topic_score_codex":0.7127986,"about_ca_topic_score_gemma":0.9961162,"teacher_disagreement_score":0.28331766,"about_ca_system_score_codex":0.002778791,"about_ca_system_score_gemma":0.002426603,"threshold_uncertainty_score":0.72664416},"labels":[],"label_agreement":null},{"id":"W4403947171","doi":"10.1002/eas2.12019","title":"A heart model of <i>Earth Stewardship</i>","year":2024,"lang":"en","type":"article","venue":"Earth stewardship.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Stewardship (theology); Earth (classical element); Environmental science; Political science; Mathematics; Mathematical physics","score_opus":0.3127483058793529,"score_gpt":0.41586302031801975,"score_spread":0.10311471443866688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403947171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55013794,0.004557511,0.0012784991,0.016116075,0.0015799536,0.0009349031,0.00027816044,0.0010453803,0.4240716],"genre_scores_gemma":[0.98426235,0.0018566861,0.0013355677,0.00046403904,0.0002655902,0.000021643786,0.00003032737,0.000026353038,0.01173746],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982506,0.00029945516,0.00030376946,0.0002637827,0.00054074667,0.00034164675],"domain_scores_gemma":[0.9990128,0.00019454304,0.000053485364,0.00044923622,0.000124034,0.00016585838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011497225,0.00013916536,0.00022524316,0.00014875227,0.00029608264,0.00015159539,0.000326009,0.00014280903,0.0016326429],"category_scores_gemma":[0.000120123805,0.00013861827,0.00018071942,0.00047521928,0.00027115282,0.00030673476,0.00008995247,0.00024937178,0.00053118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024292411,0.00085809064,0.0065673226,0.00141953,0.00024362972,0.000019346813,0.39697525,0.0030919923,0.047318563,0.35891446,0.041076865,0.14327204],"study_design_scores_gemma":[0.00033634558,0.00011563767,0.0021533417,0.000348134,0.00004591049,0.0000035317182,0.007855547,0.015184826,0.0010521543,0.004635819,0.96782917,0.00043957625],"about_ca_topic_score_codex":0.00062249193,"about_ca_topic_score_gemma":0.003933623,"teacher_disagreement_score":0.9267523,"about_ca_system_score_codex":0.00002668193,"about_ca_system_score_gemma":0.0003051844,"threshold_uncertainty_score":0.99928},"labels":[],"label_agreement":null},{"id":"W4404287341","doi":"10.5194/gc-7-251-2024","title":"Editorial: The shadowlands of (geo)science communication in academia – definitions, problems, and possible solutions","year":2024,"lang":"en","type":"editorial","venue":"Geoscience Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canmore Museum and Geoscience Centre; Ouranos; University of Saskatchewan","funders":"","keywords":"Engineering ethics; Management science; Science communication; Data science; Sociology; Computer science; Political science; Engineering; Science education; Pedagogy","score_opus":0.2988699310070939,"score_gpt":0.43006652379329896,"score_spread":0.13119659278620505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404287341","genre_codex":"editorial","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019597092,0.023674762,0.000061541614,0.023666522,0.9114495,0.0019221518,0.00044234312,0.0002863495,0.036537156],"genre_scores_gemma":[0.08282987,0.6069447,0.0010501627,0.00016103197,0.30595568,0.00068978383,0.0013122448,0.00006001786,0.0009965051],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951931,0.0012112635,0.00080815086,0.0005012263,0.0017045779,0.0005816805],"domain_scores_gemma":[0.9934786,0.0025332198,0.00056499185,0.0022769207,0.0010086257,0.00013766713],"candidate_categories":["sts","research_integrity"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.013025385,0.0002504885,0.00033588422,0.00059948856,0.0032627895,0.0006001839,0.004375721,0.001400297,0.000054190765],"category_scores_gemma":[0.0041082427,0.0002208057,0.0000812402,0.0027141806,0.005768612,0.000992299,0.0017831576,0.0035722994,0.00004212151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010769628,0.00011558381,0.00022977477,0.00012162757,0.000006797313,6.846471e-8,0.043940242,0.000013369693,0.00015594036,0.03343185,0.9170405,0.0049334597],"study_design_scores_gemma":[0.00017941059,0.000026768255,0.0008965253,0.00078952505,0.000037796795,5.4639673e-7,0.00690669,0.00042148842,0.0000022156692,0.01633357,0.9741544,0.00025105427],"about_ca_topic_score_codex":0.01846705,"about_ca_topic_score_gemma":0.03642239,"teacher_disagreement_score":0.6054938,"about_ca_system_score_codex":0.00062953966,"about_ca_system_score_gemma":0.001705206,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W4404487682","doi":"10.1007/978-3-031-64699-7_23","title":"Correction to: The Rise and Future of Environmental Neuroscience in Environmental Psychology","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Environmental psychology; Psychology; Cognitive science; Neuroscience; Environmental ethics; Social psychology; Philosophy","score_opus":0.14862771541711475,"score_gpt":0.38188779379580307,"score_spread":0.2332600783786883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404487682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033354177,0.0023415398,0.0000042945353,0.010058048,0.0026669663,0.00037427552,0.000076093624,0.000021505082,0.98112184],"genre_scores_gemma":[0.23616779,0.12292201,0.000016604832,0.0011186028,0.00048636415,0.000015397964,0.000019063833,0.000021030044,0.6392331],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933577,0.000045846533,0.00014387316,0.00021056022,0.00017041902,0.0000935307],"domain_scores_gemma":[0.9996558,0.000039362116,0.00005037343,0.00020836746,0.000001438218,0.000044670294],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002526133,0.00009117225,0.00009421095,0.00008550276,0.00013550691,0.000021504966,0.000203065,0.00011867188,0.0029939977],"category_scores_gemma":[0.0000039588517,0.000072105904,0.00003639474,0.000030189389,0.00042305258,0.000043194475,0.000114747185,0.00023326596,0.0001499186],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057110876,0.00014197614,0.001524093,0.000019955343,0.0000096269305,0.0000057490925,0.06523532,0.0000040232703,0.004021247,0.0751475,0.028148562,0.82568485],"study_design_scores_gemma":[0.00003879547,0.00003415462,0.008484868,0.000015925634,0.000006400802,0.0000027947106,0.0026538447,0.000027200604,0.0000011313568,0.00076422194,0.9878949,0.00007578102],"about_ca_topic_score_codex":0.00010725449,"about_ca_topic_score_gemma":0.0034647144,"teacher_disagreement_score":0.9597463,"about_ca_system_score_codex":0.00008363803,"about_ca_system_score_gemma":0.000007991899,"threshold_uncertainty_score":0.9979174},"labels":[],"label_agreement":null},{"id":"W4404576989","doi":"10.2139/ssrn.5000839","title":"Long-term Institutional Investors and Climate Change News Beta","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Term (time); BETA (programming language); Climate change; Institutional investor; Business; Institutional change; Political science; Finance; Computer science; Corporate governance; Public administration; Physics; Geology","score_opus":0.2476337537140083,"score_gpt":0.4127411531956547,"score_spread":0.16510739948164638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404576989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9154993,0.035970196,0.00029659792,0.022857517,0.0010576266,0.00026418795,0.0000114857485,0.00017297963,0.023870101],"genre_scores_gemma":[0.70784736,0.29072252,0.000013544173,0.00024144804,0.00079304137,0.000008539551,0.000013369633,0.0000082923225,0.00035186287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834603,0.00015366354,0.00015428693,0.00013583826,0.00022093348,0.0009892408],"domain_scores_gemma":[0.9996576,0.000041743475,0.000044558088,0.0000991831,0.000039783765,0.00011717031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014663704,0.00008838981,0.00008792382,0.00013692184,0.00088835886,0.0002544143,0.00019505878,0.0000813712,0.00023823463],"category_scores_gemma":[0.00002612514,0.00008156877,0.000059839254,0.00020901755,0.0002149524,0.00052247825,0.00005480022,0.0008350167,0.000092437695],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072582634,0.000017582153,0.017305069,0.000014704495,0.000021403375,0.0000031601273,0.0076631056,1.9120738e-7,0.000035646317,0.73560154,0.000057984165,0.23927237],"study_design_scores_gemma":[0.0016180072,0.0005776495,0.21735455,0.001005132,0.0002735815,0.0013273429,0.06256333,0.00024811766,0.00001190207,0.23425625,0.479328,0.0014361497],"about_ca_topic_score_codex":0.0005212303,"about_ca_topic_score_gemma":0.0636858,"teacher_disagreement_score":0.5013453,"about_ca_system_score_codex":0.0007759785,"about_ca_system_score_gemma":0.00095393084,"threshold_uncertainty_score":0.9533995},"labels":[],"label_agreement":null},{"id":"W4404672799","doi":"10.5194/egusphere-2024-1960-ac1","title":"Reply on RC2","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Citizen journalism; Science communication; Population; Scarcity; Citizen science; Data science; Sociology; Geography; Earth science; Public relations; Political science; Computer science; Science education; World Wide Web; Geology; Physics; Pedagogy","score_opus":0.6595306117929843,"score_gpt":0.5486609303749951,"score_spread":0.11086968141798925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404672799","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[5.579264e-7,0.012297635,6.3323984e-7,0.4431636,0.0021110761,0.00017342206,0.000050160663,0.00015626356,0.54204667],"genre_scores_gemma":[0.00000927192,0.25995913,0.000018459563,0.053520188,0.0007230154,0.00003191835,0.0005847888,0.000012813184,0.68514043],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988275,0.00019877084,0.0001842323,0.00022975287,0.00040794627,0.00015177323],"domain_scores_gemma":[0.99906963,0.00012751653,0.000060172802,0.000562215,0.000108537206,0.000071954404],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009021743,0.00011555949,0.00019772367,0.00007543009,0.00020237429,0.0000983178,0.00041027015,0.00016235582,0.05790131],"category_scores_gemma":[0.00025600387,0.00009677141,0.00014484694,0.00022444148,0.00008389469,0.000028911832,0.000084863954,0.00035618138,0.011896525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.3461736e-7,0.000010222633,2.7919424e-7,0.00035189948,0.000004598122,6.0737796e-7,0.0010974435,6.599817e-9,1.3643891e-7,0.0058145835,0.96055865,0.032161035],"study_design_scores_gemma":[0.000013918022,0.000010807372,0.0000033503516,0.0023512733,0.00003127753,2.2315831e-7,0.00040096793,9.1741737e-7,1.0130252e-7,0.000508903,0.99655765,0.00012062155],"about_ca_topic_score_codex":0.004469819,"about_ca_topic_score_gemma":0.01723962,"teacher_disagreement_score":0.38964343,"about_ca_system_score_codex":0.00017278516,"about_ca_system_score_gemma":0.00012755612,"threshold_uncertainty_score":0.9888728},"labels":[],"label_agreement":null},{"id":"W4404701146","doi":"10.1080/13504622.2024.2431197","title":"An innovative framework for teaching climate change: integrating emotion coping strategies and exploring a new climate emotion scale among Canadian youth","year":2024,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Saint-Boniface","funders":"","keywords":"Climate change; Coping (psychology); Psychology; Environmental education; Classroom climate; Scale (ratio); Applied psychology; Social psychology; Pedagogy; Geography; Ecology; Psychotherapist","score_opus":0.4902668539092557,"score_gpt":0.5157189091194578,"score_spread":0.025452055210202162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404701146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98983264,0.0003712116,0.00089551543,0.003246372,0.0005692001,0.0009602114,0.00006447886,0.000092341055,0.003968006],"genre_scores_gemma":[0.99094933,0.0042983918,0.0028413064,0.00010882426,0.000876045,0.00031467408,0.0005081458,0.00002987942,0.00007342544],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980077,0.00053182564,0.00022195652,0.00036202557,0.00033924024,0.0005372206],"domain_scores_gemma":[0.9991642,0.00020652395,0.00005237181,0.00022085012,0.000047409063,0.00030863637],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025801784,0.00012586337,0.00010498737,0.0004547543,0.002195163,0.0010497712,0.00020106745,0.0001331394,0.00026037463],"category_scores_gemma":[0.00015176718,0.00013854359,0.000029315586,0.00041009558,0.00032845908,0.0022338901,0.00007020273,0.0005889345,0.000032561413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009681904,0.00006608054,0.009595504,0.00007675616,0.000005284289,2.0523468e-7,0.65999466,0.0000030395297,0.00046681016,0.04235082,0.000046047997,0.28738508],"study_design_scores_gemma":[0.00007123473,0.00007885211,0.04093809,0.00060911843,0.000007417219,6.353762e-7,0.9504452,0.0008793439,0.000028007958,0.002566466,0.0042052707,0.00017036358],"about_ca_topic_score_codex":0.087447844,"about_ca_topic_score_gemma":0.06853023,"teacher_disagreement_score":0.2904505,"about_ca_system_score_codex":0.0009240566,"about_ca_system_score_gemma":0.00038854638,"threshold_uncertainty_score":0.99998724},"labels":[],"label_agreement":null},{"id":"W4404711417","doi":"10.1177/23780231241298808","title":"The Role of Cynicism in Social Responses to the Climate Emergency","year":2024,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Cynicism; Psychology; Burnout; Social psychology; Political science; Clinical psychology; Politics","score_opus":0.5940790604466544,"score_gpt":0.6078578136113877,"score_spread":0.013778753164733315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404711417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61962396,0.011195456,0.00007003177,0.2613306,0.0008079696,0.0036076594,0.00040596325,0.00030540602,0.10265295],"genre_scores_gemma":[0.9823912,0.011263961,0.00004875714,0.000086313354,0.0002592951,0.0005994997,0.000020862572,0.000012511867,0.00531764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959823,0.0021976035,0.00032846097,0.00023611431,0.00052341283,0.0007321156],"domain_scores_gemma":[0.9942203,0.0052143508,0.000038837854,0.00023795155,0.00021447575,0.000074090596],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012137328,0.00008973615,0.00015101758,0.00014907407,0.002989858,0.00009498827,0.00082475046,0.0001407158,0.0004922862],"category_scores_gemma":[0.002219125,0.00005275359,0.00024883813,0.0011201969,0.0011345593,0.000059145972,0.00029128138,0.00063760445,0.00009830723],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029482698,0.000094707364,0.0018902674,0.000040634044,0.000031217136,0.0000011020605,0.09789956,0.0000029439182,0.0007431753,0.8015529,0.012979673,0.08446901],"study_design_scores_gemma":[0.00009437394,0.000090426896,0.016458215,0.000037741564,0.000006358439,1.1126319e-7,0.08197865,0.0012434943,0.000002105016,0.29006115,0.6099182,0.00010920651],"about_ca_topic_score_codex":0.00037458295,"about_ca_topic_score_gemma":0.02359004,"teacher_disagreement_score":0.5969385,"about_ca_system_score_codex":0.0004154299,"about_ca_system_score_gemma":0.000170231,"threshold_uncertainty_score":0.9983081},"labels":[],"label_agreement":null},{"id":"W4404758681","doi":"10.4324/9781032639130-11","title":"Climate Change Is Real","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Regina","funders":"","keywords":"Climate change; Geography; Geology; Oceanography","score_opus":0.669378463700141,"score_gpt":0.48347589505879934,"score_spread":0.18590256864134164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404758681","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007034549,0.0006777992,3.545793e-7,0.011607569,0.000563562,0.00025562703,0.00012436957,0.0003136244,0.9864501],"genre_scores_gemma":[0.00030641508,0.24674512,0.000021582744,0.0012085096,0.0009429569,0.00001836137,0.00009891643,0.00002973049,0.7506284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991167,0.000017511136,0.00016668678,0.00022211214,0.00027114394,0.00020585101],"domain_scores_gemma":[0.9993822,0.000040606083,0.000062825115,0.00035590134,0.00006532203,0.000093154995],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030392522,0.0001477122,0.000157921,0.00010849795,0.00029633162,0.000118818505,0.000272679,0.00035668575,0.058492724],"category_scores_gemma":[0.0000029237685,0.0001419917,0.00013717372,0.000032434746,0.00015850551,0.00008744422,0.00015888097,0.00023417069,0.01364606],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017559194,0.0000030323788,0.000005029475,0.000027486903,0.0000062961562,0.0000016643513,0.01795603,7.712639e-10,8.368376e-7,0.9288315,0.015603471,0.0375629],"study_design_scores_gemma":[0.000024921193,0.000008947945,0.000018505561,0.00015648507,0.000027096918,3.5287925e-7,0.0009871392,0.000004547892,2.1901118e-7,0.033776168,0.9648246,0.0001710004],"about_ca_topic_score_codex":0.0014823882,"about_ca_topic_score_gemma":0.0110141495,"teacher_disagreement_score":0.94922113,"about_ca_system_score_codex":0.00013948006,"about_ca_system_score_gemma":0.000024283068,"threshold_uncertainty_score":0.98712194},"labels":[],"label_agreement":null},{"id":"W4404983529","doi":"","title":"Prospectives de CNRS Physique - 2024: La physique à l’horizon 2030 : recherche fondamentale et impacts sociétaux","year":2024,"lang":"fr","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Mathematics","score_opus":0.2868399230381861,"score_gpt":0.4285488648081363,"score_spread":0.1417089417699502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404983529","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06951506,0.010717915,0.0037699793,0.07808194,0.0010466382,0.0014109731,0.00023991722,0.0005943681,0.8346232],"genre_scores_gemma":[0.36798993,0.2331305,0.011990385,0.0005617896,0.00035088407,0.00054733304,0.0015836135,0.0002900521,0.38355553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9619678,0.033533122,0.0010287042,0.0013050921,0.0011454097,0.001019848],"domain_scores_gemma":[0.98737496,0.0060041854,0.0010200656,0.0023040418,0.002727655,0.00056911586],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.02753473,0.00083266624,0.000871385,0.00033138992,0.001260273,0.0012786716,0.001907424,0.0014628189,0.0023880922],"category_scores_gemma":[0.0042854673,0.0009256639,0.0007901038,0.0018091662,0.0017956481,0.00071962323,0.0011090903,0.003080962,0.00058037415],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003184059,0.0019799538,0.0013474493,0.0011091448,0.00038819262,0.000024689469,0.21520573,0.000010060291,0.023368383,0.32281414,0.024465548,0.40925485],"study_design_scores_gemma":[0.0007836726,0.0000073481738,0.0070568817,0.0078730965,0.00038339058,0.00007882212,0.0170234,0.0008433026,0.010404402,0.03682322,0.917046,0.0016764713],"about_ca_topic_score_codex":0.020475728,"about_ca_topic_score_gemma":0.06551231,"teacher_disagreement_score":0.89258045,"about_ca_system_score_codex":0.0038008555,"about_ca_system_score_gemma":0.003479118,"threshold_uncertainty_score":0.99983346},"labels":[],"label_agreement":null},{"id":"W4405099411","doi":"10.22215/etd/2024-16250","title":"Young People Connected to Nature Worry More About Climate Change: How Meaning-Focused Coping","year":2024,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Worry; Coping (psychology); Psychology; Mental health; Anxiety; Social connectedness; Social psychology; Climate change; Clinical psychology; Ecology; Psychotherapist; Psychiatry","score_opus":0.18222427850625408,"score_gpt":0.43591171036958404,"score_spread":0.25368743186333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405099411","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27053368,0.0043615573,0.000016054735,0.052168064,0.0111349635,0.0033042526,0.00028096483,0.0020993722,0.6561011],"genre_scores_gemma":[0.90408176,0.02803431,0.00043082482,0.002817275,0.0023407612,0.0008446153,0.008623503,0.00018830682,0.05263862],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99776775,0.00021419786,0.00028506503,0.0005391822,0.0006325925,0.0005612157],"domain_scores_gemma":[0.9985169,0.00014668153,0.00018144978,0.0005097192,0.00041816005,0.0002270653],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00055193825,0.0003454071,0.00041322163,0.00038438514,0.00090156356,0.0007512203,0.0006466195,0.0010220432,0.0023706402],"category_scores_gemma":[0.00031602223,0.0003472442,0.0001808383,0.0011009846,0.000046327215,0.00027713543,0.00011110008,0.000950465,0.0005419511],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009917629,0.000058696107,0.001166684,0.0007659533,0.000063331456,0.0000057461266,0.9100723,7.934001e-7,0.0005055262,0.04139583,0.029628431,0.016237523],"study_design_scores_gemma":[0.00055640173,0.00008541352,0.05004966,0.003740426,0.0002996521,0.0000030981432,0.6424529,0.00031757052,0.00009503533,0.00073054683,0.29972807,0.0019412283],"about_ca_topic_score_codex":0.0028814953,"about_ca_topic_score_gemma":0.4686331,"teacher_disagreement_score":0.63354814,"about_ca_system_score_codex":0.0003255778,"about_ca_system_score_gemma":0.00011620589,"threshold_uncertainty_score":0.99989796},"labels":[],"label_agreement":null},{"id":"W4405109002","doi":"10.1007/s10584-024-03827-x","title":"The IPCC in the hybrid public sphere: divergent responses to climate mitigation solutions in mainstream and social media","year":2024,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Institute at Brown for Environment and Society, Brown University; Brown University","keywords":"Mainstream; Climate change; Social media; Countermovement; Political science; Action (physics); Quarter (Canadian coin); Public relations; Sociology; History; Law","score_opus":0.5186868484097293,"score_gpt":0.4349717100158513,"score_spread":0.08371513839387806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405109002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83283055,0.0015699136,0.0000111598965,0.15717326,0.0005367032,0.00085332873,0.00011203052,0.00007982512,0.006833211],"genre_scores_gemma":[0.9877927,0.010642018,0.000027740007,0.0007588766,0.00028015324,0.00038649634,0.000052790947,0.000009422082,0.00004985959],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980008,0.00080361933,0.00025434163,0.00016954287,0.0003605749,0.00041114827],"domain_scores_gemma":[0.99830425,0.0013451332,0.00004183035,0.0002028022,0.00004802149,0.00005796672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037140565,0.00009499124,0.00010682945,0.00013492102,0.0011235619,0.0004096363,0.000326333,0.00005603434,0.00021964985],"category_scores_gemma":[0.0006478742,0.000067121175,0.000044401502,0.00059170835,0.0002636528,0.00023912359,0.00015811266,0.00017245239,0.00011021453],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030266527,0.000113226975,0.004481856,0.000105482824,0.000007917977,0.000009836044,0.6616668,2.9928813e-7,0.000048701215,0.08064609,0.0041671074,0.24872239],"study_design_scores_gemma":[0.0004661177,0.00005122262,0.22420582,0.00035036748,0.000030755065,0.000007802605,0.40011206,0.0018822948,0.0000025337863,0.010893861,0.36161503,0.0003821376],"about_ca_topic_score_codex":0.0004154327,"about_ca_topic_score_gemma":0.106895074,"teacher_disagreement_score":0.35744792,"about_ca_system_score_codex":0.00027742618,"about_ca_system_score_gemma":0.00006320775,"threshold_uncertainty_score":0.9094018},"labels":[],"label_agreement":null},{"id":"W4405356407","doi":"10.5539/ijel.v15n1p59","title":"Climate Change Communication Among European and American Politicians from 2015 to 2020 on X","year":2024,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Political science; Environmental science; Business; Geology; Oceanography","score_opus":0.17889695155131918,"score_gpt":0.4402584395334979,"score_spread":0.26136148798217873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405356407","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41103533,0.0013825599,0.000112584705,0.008251943,0.02170507,0.00029578278,0.00050032506,0.00018682556,0.5565296],"genre_scores_gemma":[0.9752264,0.00929002,0.00057035615,0.0009185193,0.013890261,0.0000020587695,0.00003698629,0.000016015347,0.000049377606],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988729,0.00026391118,0.00028066043,0.00009374696,0.0003641519,0.00012462406],"domain_scores_gemma":[0.9957667,0.0004014687,0.00015489485,0.0001416376,0.0033855394,0.00014978046],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007581609,0.00007422863,0.00010652246,0.00015664747,0.00012213973,0.00029500757,0.0004627528,0.00002830947,0.00011003325],"category_scores_gemma":[0.01189564,0.00007446704,0.000048915572,0.0001233461,0.00016568626,0.00008855597,0.000110352325,0.00023261966,0.00003747749],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025017175,0.00036448403,0.026061429,0.00002865791,0.00028198553,0.00014316982,0.4526561,0.000055748278,0.00003720385,0.2767827,0.04916329,0.19417508],"study_design_scores_gemma":[0.00013400202,0.000080336926,0.03327932,0.00042154576,0.000027729664,3.7690532e-7,0.01197595,0.00011036261,0.00000464947,0.00082436384,0.95302576,0.000115579074],"about_ca_topic_score_codex":0.0008984422,"about_ca_topic_score_gemma":0.0014078566,"teacher_disagreement_score":0.9038625,"about_ca_system_score_codex":0.00014007837,"about_ca_system_score_gemma":0.0000294038,"threshold_uncertainty_score":0.9964276},"labels":[],"label_agreement":null},{"id":"W4405538554","doi":"10.2139/ssrn.5059717","title":"Climate Change Impacts and Sustainability Integration Among Breast International Group Members","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Climate change; Sustainability; Group (periodic table); Environmental resource management; Business; Environmental science; Ecology; Oceanography; Geology; Physics","score_opus":0.10451021806398324,"score_gpt":0.40595831144438344,"score_spread":0.3014480933804002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405538554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90774804,0.009370644,0.00047400934,0.05541351,0.0038287474,0.0014572648,0.00016024723,0.00033547587,0.021212045],"genre_scores_gemma":[0.7961148,0.20209324,0.000016406746,0.00007739608,0.0012310244,0.000050830597,0.00012230474,0.00002437718,0.0002696143],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99685806,0.00047079197,0.00038324314,0.00035272026,0.00046610078,0.0014690812],"domain_scores_gemma":[0.998792,0.00006970368,0.00030407522,0.00026985546,0.00038166903,0.00018267988],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0052189175,0.00024264338,0.00023098507,0.00029700986,0.00060812646,0.000713605,0.0005479743,0.0003523117,0.00026455935],"category_scores_gemma":[0.00019825515,0.00022949981,0.00017874187,0.00017970207,0.0003092297,0.00040293802,0.0007219375,0.003929581,0.000015878371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011840018,0.00014005257,0.014407299,0.00021596343,0.00019076963,0.00000586529,0.06140623,0.0000059122344,0.000017213897,0.3626069,0.00016927886,0.5607161],"study_design_scores_gemma":[0.00042901136,0.0001012377,0.03336866,0.0008030314,0.00016340608,0.00017974242,0.14775418,0.0011685222,9.869048e-7,0.8106713,0.00475959,0.00060032395],"about_ca_topic_score_codex":0.0058275745,"about_ca_topic_score_gemma":0.14335293,"teacher_disagreement_score":0.56011575,"about_ca_system_score_codex":0.0054985736,"about_ca_system_score_gemma":0.0012124748,"threshold_uncertainty_score":0.9983684},"labels":[],"label_agreement":null},{"id":"W4405598764","doi":"10.7202/1115209ar","title":"Anthropogenic Anxiety","year":2024,"lang":"en","type":"article","venue":"˜The œCanadian art teacher.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design; University of Manitoba; Beef Farmers of Ontario","funders":"","keywords":"Anxiety; Psychology; Environmental science; Psychiatry","score_opus":0.26897196064521317,"score_gpt":0.4191056653979856,"score_spread":0.15013370475277243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405598764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022186195,0.0015781452,0.00003114287,0.07196805,0.00086167257,0.00027781827,0.000025254774,0.00027718014,0.90279454],"genre_scores_gemma":[0.9584703,0.0018403543,0.000020087777,0.0011172205,0.00041073456,0.000015818745,0.0000321437,0.000012827441,0.0380805],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991218,0.00021201826,0.000092660266,0.00013444155,0.0001587441,0.0002803266],"domain_scores_gemma":[0.9993836,0.000044090222,0.000012651645,0.00030318068,0.00002633629,0.0002301172],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008052957,0.00006643419,0.00005469054,0.00007130745,0.0013166612,0.00028226603,0.00033190454,0.00009028491,0.012894398],"category_scores_gemma":[0.000020005227,0.000055550543,0.00006864242,0.00031088124,0.00034139643,0.00010636555,0.000022787177,0.0002291288,0.0057415427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024134936,0.000027192265,0.0050940267,0.0000126793975,0.000034243538,0.0000071169725,0.10779964,0.0000016748337,0.00015474187,0.03878524,0.5410565,0.30702454],"study_design_scores_gemma":[0.000022770215,0.0000039806328,0.0028179418,0.000010367237,0.000007624595,0.0000019664399,0.004767907,0.00030130494,9.0712217e-7,0.00057734124,0.9914087,0.000079155885],"about_ca_topic_score_codex":0.28478348,"about_ca_topic_score_gemma":0.99123365,"teacher_disagreement_score":0.9362841,"about_ca_system_score_codex":0.00047301888,"about_ca_system_score_gemma":0.00044990375,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W4405669150","doi":"10.1016/j.jenvp.2024.102516","title":"Experimentally elevating environmental cognitive alternatives: Effects on activist identification, willingness to act, and opposition to new fossil fuel projects","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Opposition (politics); Fossil fuel; Cognition; Identification (biology); Psychology; Natural resource economics; Environmental economics; Business; Political science; Engineering; Economics; Waste management; Law; Ecology","score_opus":0.1885348503256522,"score_gpt":0.46612648861193434,"score_spread":0.27759163828628214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405669150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916463,0.00060651364,0.0011266546,0.0034624634,0.00058621273,0.00046725836,0.000019547715,0.000017559498,0.0020675075],"genre_scores_gemma":[0.99574614,0.001672612,0.00036586504,0.0013693557,0.0004474617,0.000022501019,0.000013285727,0.000019817202,0.00034297397],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986242,0.00026360588,0.00031873156,0.00027355272,0.00032605426,0.0001938368],"domain_scores_gemma":[0.9992278,0.00022389149,0.0001636514,0.00012583486,0.00000708728,0.00025171106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044357858,0.0001417358,0.00016080077,0.0001836821,0.00022555764,0.00012861748,0.00019972639,0.00007611993,0.00032653936],"category_scores_gemma":[0.000055441502,0.00014044759,0.00006215439,0.00011470024,0.00013559498,0.0003370713,0.00006076192,0.00020708678,0.00015809195],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033655151,0.00039674138,0.0034765766,0.000022077837,0.00007346587,0.000025134595,0.107446544,0.0000036994288,0.53271097,0.00010456776,0.00082556723,0.35457808],"study_design_scores_gemma":[0.0028118729,0.0039790887,0.8436384,0.001275743,0.00015217191,0.00018942641,0.06531224,0.00003525219,0.025660926,0.001202666,0.054833997,0.00090822723],"about_ca_topic_score_codex":0.000023014436,"about_ca_topic_score_gemma":0.000023465042,"teacher_disagreement_score":0.8401618,"about_ca_system_score_codex":0.00035383835,"about_ca_system_score_gemma":0.000023914212,"threshold_uncertainty_score":0.5727287},"labels":[],"label_agreement":null},{"id":"W4405671368","doi":"10.1016/j.envsci.2024.103976","title":"Americans’ support for climate justice","year":2024,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Neighbourhood Pharmacy Association of Canada","funders":"","keywords":"Climate justice; Economic Justice; Environmental resource management; Climate change; Environmental science; Business; Geography; Political science; Geology; Law; Oceanography","score_opus":0.28771094607134506,"score_gpt":0.4921020715234456,"score_spread":0.20439112545210053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405671368","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4308931,0.0003832325,0.0007735536,0.031364698,0.0016434627,0.001149912,0.00041597002,0.0005195662,0.5328565],"genre_scores_gemma":[0.99069536,0.004491985,0.0005650726,0.0010201208,0.0005089315,0.0000499049,0.000028580698,0.000010410663,0.0026296147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987757,0.000039323357,0.00012158704,0.00025140643,0.00035012315,0.0004618533],"domain_scores_gemma":[0.9995,0.00008434181,0.000028961591,0.00020247356,0.000005482601,0.00017877667],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000852029,0.00007612145,0.000066713656,0.00014600008,0.0012155828,0.0002028505,0.0004402701,0.000033248438,0.0015267254],"category_scores_gemma":[0.00008231059,0.0000746203,0.000056049765,0.00051371485,0.0016168497,0.00043297606,0.00012088159,0.00006760335,0.0007295721],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022276772,0.00021140634,0.0019137429,0.00009654135,0.000009099401,0.0000036310694,0.12778975,0.000019429817,0.09965285,0.25346574,0.005286327,0.5115292],"study_design_scores_gemma":[0.00007606515,0.00005841218,0.0059973355,0.000012410948,0.000018659615,0.0000023606704,0.01935909,0.00045913117,0.00022737464,0.0008284398,0.97279865,0.00016206165],"about_ca_topic_score_codex":0.0005682135,"about_ca_topic_score_gemma":0.00011654744,"teacher_disagreement_score":0.9675123,"about_ca_system_score_codex":0.000572032,"about_ca_system_score_gemma":0.00018532034,"threshold_uncertainty_score":0.999386},"labels":[],"label_agreement":null},{"id":"W4405680414","doi":"10.1016/j.gfj.2024.101069","title":"Real effects of media climate change concerns","year":2024,"lang":"en","type":"article","venue":"Global Finance Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada","keywords":"Climate change; Economics; Natural resource economics; Environmental science; Climatology; Oceanography; Geology","score_opus":0.30611414619715394,"score_gpt":0.46600150492629655,"score_spread":0.15988735872914261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405680414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86731315,0.011204289,0.000074706055,0.0061440035,0.0055151153,0.00028542895,0.00013094002,0.00013910582,0.109193265],"genre_scores_gemma":[0.7913127,0.20739904,0.00014506091,0.000083443316,0.0009990479,0.000006506048,0.000004756056,0.000004129567,0.000045305504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990974,0.00014173989,0.00017865814,0.0000873445,0.0002599611,0.00023488786],"domain_scores_gemma":[0.9995387,0.00011793247,0.000084004096,0.00011051202,0.000079401565,0.00006943285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050097064,0.000065484666,0.000119106764,0.000032940934,0.00026175153,0.00009049658,0.00023453924,0.00007693526,0.00023734717],"category_scores_gemma":[0.000102043145,0.000060250535,0.00008378292,0.00029967714,0.00015358288,0.00025934554,0.00004557729,0.00014751308,0.000091973416],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040595194,0.00007636465,0.011311099,0.00020753662,0.00002094453,0.000078809564,0.06432994,0.0000016020234,0.00030573108,0.24803312,0.009583864,0.6660104],"study_design_scores_gemma":[0.000812414,0.00020493241,0.330904,0.0026052669,0.00009102515,0.00007787759,0.0072568133,0.00030928032,0.00007485821,0.016872931,0.64033896,0.00045166703],"about_ca_topic_score_codex":0.00061321293,"about_ca_topic_score_gemma":0.0015392522,"teacher_disagreement_score":0.66555876,"about_ca_system_score_codex":0.00020643443,"about_ca_system_score_gemma":0.000084964166,"threshold_uncertainty_score":0.25987852},"labels":[],"label_agreement":null},{"id":"W4405906678","doi":"10.1037/cap0000399","title":"Beyond the denial–acceptance dichotomy: Americans who express natural climate causation arguments and their nuanced support for climate action.","year":2024,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Denial; Causation; Action (physics); Natural (archaeology); Environmental ethics; Climate science; Epistemology; Climate change; Psychology; Social psychology; Sociology; Philosophy; Ecology; History; Psychoanalysis; Biology","score_opus":0.2395356928904258,"score_gpt":0.4504835578753905,"score_spread":0.2109478649849647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405906678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8271515,0.00403221,0.0004010816,0.09692479,0.012507589,0.003032421,0.002588026,0.00053652655,0.05282591],"genre_scores_gemma":[0.9682575,0.016607707,0.00024318113,0.012196215,0.00051775936,0.00058320415,0.0003275894,0.00005641208,0.0012104708],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99690187,0.00032849496,0.00040137357,0.0007682907,0.00012732683,0.0014726385],"domain_scores_gemma":[0.9979104,0.00035001678,0.00014625763,0.0007665013,0.0001595069,0.0006673215],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013585712,0.00031484643,0.00030739765,0.0003535948,0.0016842975,0.00031910613,0.00077545125,0.00028820548,0.0007308084],"category_scores_gemma":[0.00017175124,0.00026277182,0.00012954648,0.0006650408,0.0009171065,0.00038635777,0.00004712243,0.00047765742,0.00007000647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031629068,0.000092627575,0.010066484,0.00020853983,0.00025887246,0.00005967722,0.08378815,0.000008139586,0.004705478,0.027623303,0.21593922,0.65693325],"study_design_scores_gemma":[0.0005268523,0.00011017935,0.039955623,0.000056574376,0.00003969739,0.000028259103,0.012687813,0.00019387755,0.000013699551,0.003183032,0.9427735,0.00043084924],"about_ca_topic_score_codex":0.048770905,"about_ca_topic_score_gemma":0.8642586,"teacher_disagreement_score":0.8154877,"about_ca_system_score_codex":0.0008478729,"about_ca_system_score_gemma":0.00031549216,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W4406101183","doi":"10.5038/2157-7129.14.2.1421","title":"No One Lives in the Future: Family Dynamics and Environmental Discourse","year":2024,"lang":"en","type":"article","venue":"ABO Interactive Journal for Women in the Arts 1640-1830","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Dynamics (music); Sociology; Environmental ethics; Philosophy; Pedagogy","score_opus":0.10753426757108185,"score_gpt":0.41321163371410863,"score_spread":0.30567736614302676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406101183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650507,0.001253021,0.000031003514,0.015768284,0.0009812637,0.0003826966,0.00005132546,0.000009832871,0.016471894],"genre_scores_gemma":[0.98509043,0.012207863,0.00002189763,0.00079260505,0.00059887324,0.000078237965,0.000018345132,0.000009590542,0.0011821528],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871546,0.0004564859,0.0002049511,0.0001210071,0.00023299854,0.0002691066],"domain_scores_gemma":[0.99899083,0.0007139144,0.000076690325,0.00015039257,0.000017244076,0.000050934847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019613297,0.00009718307,0.00011133376,0.00011049397,0.00045062954,0.00039327075,0.0003968034,0.000040138446,0.00028267305],"category_scores_gemma":[0.00006490913,0.00006130039,0.000060373834,0.00013772112,0.00019985094,0.0005036225,0.000047079127,0.00047589696,0.00003558558],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017966343,0.00035461545,0.0012652294,0.000020349524,0.000046864552,0.000018632192,0.93513036,0.0000042207043,0.0004891914,0.012560854,0.0019671607,0.047962885],"study_design_scores_gemma":[0.00025577855,0.00013498635,0.012175939,0.00011094843,0.000012052193,0.000033978667,0.86546683,0.0009991807,0.0000016062523,0.01021947,0.110477604,0.000111643414],"about_ca_topic_score_codex":0.000093233546,"about_ca_topic_score_gemma":0.0027137643,"teacher_disagreement_score":0.10851044,"about_ca_system_score_codex":0.0005211225,"about_ca_system_score_gemma":0.00003066827,"threshold_uncertainty_score":0.37923187},"labels":[],"label_agreement":null},{"id":"W4406106412","doi":"10.1093/inteam/vjae022","title":"It has not always been like this: public opinion of climate change in Port Harcourt, Nigeria","year":2025,"lang":"en","type":"article","venue":"Integrated Environmental Assessment and Management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Climate change; Public opinion; Political economy of climate change; Political science; Focus group; Skepticism; Global warming; Geography; Environmental resource management; Public relations; Sociology; Politics; Ecology; Environmental science","score_opus":0.22570745262099906,"score_gpt":0.4116420949966173,"score_spread":0.18593464237561824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406106412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27183118,0.0010969276,0.0005751587,0.09851712,0.0017433967,0.004171195,0.00023214158,0.00022401579,0.62160885],"genre_scores_gemma":[0.900929,0.09589188,0.00040952835,0.0013358804,0.000025318346,0.00021164546,0.00027863856,0.000008955984,0.00090919214],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998663,0.00017898114,0.0003408499,0.00026092332,0.0002750498,0.00028118282],"domain_scores_gemma":[0.99952734,0.00003235417,0.00011669666,0.00024953936,0.000010240897,0.000063825864],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072103733,0.00014959335,0.00018996575,0.00025568894,0.0002864323,0.00010718318,0.0002624136,0.00009028551,0.0015286239],"category_scores_gemma":[0.0000033964136,0.00014803074,0.000050662336,0.00024081873,0.0003352189,0.00029581276,0.00030960471,0.00014055964,0.000022273838],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012252739,0.001672815,0.37456194,0.00031226422,0.00019197448,0.000011135948,0.026755836,0.00000350619,0.0012416646,0.057757664,0.008325906,0.5290428],"study_design_scores_gemma":[0.00085398124,0.00006653806,0.35748264,0.00026955933,0.000027870528,2.7773567e-7,0.04208532,0.00035605207,0.000023582379,0.00021143956,0.5983874,0.00023530742],"about_ca_topic_score_codex":0.0012906471,"about_ca_topic_score_gemma":0.004192059,"teacher_disagreement_score":0.62909776,"about_ca_system_score_codex":0.00041426386,"about_ca_system_score_gemma":0.000022591683,"threshold_uncertainty_score":0.9993841},"labels":[],"label_agreement":null},{"id":"W4406151637","doi":"10.17979/rgf.2024.25.9938","title":"Climate emergency in the Portuguese Parliament and in the media: a discursive approach","year":2024,"lang":"en","type":"article","venue":"Revista Galega de Filoloxía","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Minho; International Council for Canadian Studies","keywords":"Parliament; Newspaper; Portuguese; Rhetorical question; Political science; Politics; Declaration; Media studies; Public sphere; Public relations; Sociology; Public opinion; Law; Linguistics","score_opus":0.2566311147340857,"score_gpt":0.427544782431245,"score_spread":0.17091366769715932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406151637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78336513,0.04346906,0.00006940163,0.05246414,0.00036039276,0.0018527359,0.00010174364,0.00010782034,0.1182096],"genre_scores_gemma":[0.909788,0.08937207,0.000046102567,0.00032156773,0.00014444636,0.00015206722,0.000054749296,0.0000067915225,0.00011422007],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982518,0.00085796666,0.00022067233,0.00017122715,0.00024148954,0.0002568278],"domain_scores_gemma":[0.99936366,0.00026128595,0.000039239236,0.0002827277,0.000015958274,0.000037141657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029617015,0.000086779786,0.00010972886,0.000069826594,0.00017054078,0.00015696808,0.00040913754,0.00006271404,0.0003211721],"category_scores_gemma":[0.0001596651,0.000051242707,0.000049190676,0.0004942168,0.00014275579,0.00013084627,0.00005406829,0.00026376775,0.0000266528],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029337447,0.00027915929,0.025221929,0.00034629065,0.000010617785,0.000043994543,0.7536145,0.0000024562755,0.00004203044,0.14813033,0.015180484,0.057098866],"study_design_scores_gemma":[0.00025507822,0.00003885343,0.3663642,0.00033661543,0.00004593623,0.000020305695,0.28632942,0.00072103087,5.8782445e-7,0.0031922339,0.34239542,0.0003003295],"about_ca_topic_score_codex":0.00048469618,"about_ca_topic_score_gemma":0.0041279113,"teacher_disagreement_score":0.4672851,"about_ca_system_score_codex":0.000082730934,"about_ca_system_score_gemma":0.00003642087,"threshold_uncertainty_score":0.35166094},"labels":[],"label_agreement":null},{"id":"W4406350578","doi":"10.31219/osf.io/rak36","title":"Empowering Youth for Climate Action: Implementing a Locally-Focused Health Effects of Climate Change Curriculum in Baltimore Public Schools","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Curriculum; Climate change; Action (physics); Political science; Public health; Environmental planning; Economic growth; Sociology; Geography; Pedagogy; Medicine; Nursing; Economics","score_opus":0.3919380300365518,"score_gpt":0.5041971812485514,"score_spread":0.11225915121199959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406350578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72710675,0.0076294597,0.008523544,0.08905094,0.011418301,0.04294543,0.004064481,0.0025527182,0.106708355],"genre_scores_gemma":[0.90500444,0.0872117,0.0032018817,0.000895737,0.0005019179,0.0018569645,0.001207876,0.00004231471,0.00007716028],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99643886,0.00064164837,0.00091987,0.00055256655,0.00038032138,0.0010667288],"domain_scores_gemma":[0.99783224,0.00024387064,0.000766303,0.00065732514,0.000304443,0.0001958312],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034249313,0.00030812115,0.0006748043,0.0005369774,0.0007567905,0.00024248671,0.0007145555,0.000352773,0.00022312775],"category_scores_gemma":[0.00035361288,0.00032926587,0.0002655926,0.0006039995,0.00008246372,0.00031851354,0.0013203039,0.0005967276,0.000008113865],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013352961,0.001121445,0.14091714,0.031763587,0.00013694631,0.0000019153817,0.21653049,0.00002140981,0.00005720784,0.03024527,0.00075278577,0.5783183],"study_design_scores_gemma":[0.011774025,0.00082097406,0.058608133,0.03014634,0.00037772462,0.0000015309101,0.7582871,0.013600274,0.00017536347,0.0037983016,0.1182355,0.0041747526],"about_ca_topic_score_codex":0.012390389,"about_ca_topic_score_gemma":0.05002399,"teacher_disagreement_score":0.5741435,"about_ca_system_score_codex":0.0007180793,"about_ca_system_score_gemma":0.00041476157,"threshold_uncertainty_score":0.99991596},"labels":[],"label_agreement":null},{"id":"W4406408205","doi":"10.1007/s11625-024-01607-1","title":"Co-imagining future scenarios can enhance environmental actors’ empathy toward future generations and non-human life-forms","year":2025,"lang":"en","type":"article","venue":"Sustainability Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Brock University; McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Empathy; Landscape ecology; Sustainable development; Environmental ethics; Psychology; Sociology; Environmental resource management; Social psychology; Ecology; Environmental science; Biology; Philosophy","score_opus":0.05809071207117883,"score_gpt":0.41502658739070464,"score_spread":0.3569358753195258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406408205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561664,0.00016948464,0.00017631691,0.03733414,0.00032409086,0.0005538679,0.000021024067,0.00006369063,0.0051909876],"genre_scores_gemma":[0.9974374,0.00071061717,0.00012300666,0.0007729701,0.0003089246,0.000047076323,0.000028141576,0.0000050736626,0.00056677643],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983019,0.00014630269,0.0002256394,0.00045990924,0.0004131593,0.00045309195],"domain_scores_gemma":[0.998959,0.000049604947,0.000080524755,0.0005012426,0.00016778235,0.00024184515],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014304919,0.00014167809,0.0001476156,0.00016607248,0.0034947072,0.00036429733,0.00060912455,0.0001045542,0.00021287535],"category_scores_gemma":[0.00028910427,0.00013501453,0.000047252037,0.0007059954,0.0022504241,0.00066531065,0.00017670532,0.00025651426,0.0000049436785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022501097,0.0002978589,0.20242308,0.00015410437,0.000011046943,0.0000022275158,0.6892079,0.00003716304,0.011860936,0.01677166,0.00063348754,0.07857801],"study_design_scores_gemma":[0.00022667342,0.00004613419,0.27679008,0.000016135942,0.000012618175,5.615981e-7,0.67250276,0.00030543163,0.00046320682,0.0033286149,0.046005227,0.00030253062],"about_ca_topic_score_codex":0.0011599576,"about_ca_topic_score_gemma":0.0046528294,"teacher_disagreement_score":0.07827548,"about_ca_system_score_codex":0.001089234,"about_ca_system_score_gemma":0.0010309793,"threshold_uncertainty_score":0.9978026},"labels":[],"label_agreement":null},{"id":"W4406465431","doi":"10.1371/journal.pone.0317338","title":"Climate-denying rumor propagation in a coupled socio-climate model: Impact on average global temperature","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Rumor; Climate change; Heat wave; Climate model; Environmental science; Climatology; Atmospheric sciences; Physics; Biology; Ecology; Political science; Geology; Law","score_opus":0.23199218267198785,"score_gpt":0.41345487929598634,"score_spread":0.1814626966239985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406465431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9714441,0.000075899465,0.000013798114,0.004366188,0.000045242337,0.0005916492,0.000077744335,0.00016329632,0.023222106],"genre_scores_gemma":[0.9949845,0.0037914128,0.00019162278,0.0005683818,0.000059983526,0.000076643504,0.00011992361,0.000010371543,0.00019716207],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99854165,0.00022327858,0.00024339478,0.00022724678,0.00037065658,0.00039374974],"domain_scores_gemma":[0.99935496,0.000082685365,0.00008704956,0.00028662616,0.00011775019,0.00007092306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072839175,0.00013974849,0.00022481338,0.00010656386,0.0006085597,0.00016091572,0.00025800875,0.00017430389,0.0003003328],"category_scores_gemma":[0.00015931459,0.0001321119,0.00007160794,0.0005317455,0.00008150437,0.00021651169,0.0000842,0.00024107164,0.000104493025],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029347667,0.01654778,0.4650212,0.0020263705,0.0004897593,0.000028900375,0.1574373,0.010162749,0.18310581,0.14672415,0.0017769912,0.013744233],"study_design_scores_gemma":[0.006331233,0.00045382386,0.24143007,0.006768556,0.00032340334,0.0000012642172,0.02837076,0.6983592,0.0017452218,0.014077831,0.00023131956,0.0019073042],"about_ca_topic_score_codex":0.0003845919,"about_ca_topic_score_gemma":0.0024554464,"teacher_disagreement_score":0.6881965,"about_ca_system_score_codex":0.0009211534,"about_ca_system_score_gemma":0.00013322482,"threshold_uncertainty_score":0.5387367},"labels":[],"label_agreement":null},{"id":"W4406488563","doi":"10.1016/s0967-0653(97)83856-2","title":"10.1016/s0967-0653(97)83856-2","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Diel vertical migration; Bacterioplankton; Environmental science; Ultraviolet radiation; Radiation; Ultraviolet; Optics; Chemistry; Oceanography; Biology; Geology; Ecology; Physics; Nutrient; Radiochemistry; Phytoplankton","score_opus":0.16421257416349655,"score_gpt":0.3291460326121866,"score_spread":0.16493345844869006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406488563","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017444445,0.000051108535,2.5745175e-7,0.003209557,0.0000020789387,0.00014822412,0.000009108607,0.00014845715,0.99625677],"genre_scores_gemma":[0.00009089979,0.000026685662,0.000047422654,0.00012451482,0.00019868852,0.00001768941,0.000032162276,0.000009435384,0.9994525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992423,0.00014055028,0.000111317604,0.0001224706,0.0001836095,0.000199741],"domain_scores_gemma":[0.9994624,0.00005857158,0.00002145391,0.00027243438,0.000049301278,0.000135798],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033132118,0.00006723792,0.0000835336,0.000043807544,0.0003628461,0.000070740156,0.00031147085,0.000066639164,0.99978256],"category_scores_gemma":[0.000053519998,0.00007100919,0.00004283296,0.00023036312,0.00007812539,0.00011265698,0.00003327711,0.00007543392,0.99969655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014389649,0.00002665518,9.383408e-8,0.000001167231,0.0000020146222,2.2531114e-7,0.0017210449,0.0000022170177,0.0000034152058,0.000010786831,0.054618932,0.94359905],"study_design_scores_gemma":[0.00008519399,0.000023706822,0.000012665322,0.000008893778,0.0000044965086,3.203853e-7,0.00010533805,0.000023833261,0.0000021029193,0.000022216267,0.9996119,0.00009934386],"about_ca_topic_score_codex":0.0005004399,"about_ca_topic_score_gemma":0.00006553961,"teacher_disagreement_score":0.94499296,"about_ca_system_score_codex":0.0000702747,"about_ca_system_score_gemma":0.000026058462,"threshold_uncertainty_score":0.28956708},"labels":[],"label_agreement":null},{"id":"W4406498192","doi":"10.1177/25148486241313355","title":"Climate emotions in remote, rural, and small communities across Canada: Exploring lived experiences through interviews and letters","year":2025,"lang":"en","type":"article","venue":"Environment and Planning E Nature and Space","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Lived experience; Geography; Psychology; Sociology; Psychotherapist","score_opus":0.24235910331016092,"score_gpt":0.3781863314130315,"score_spread":0.13582722810287057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406498192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852041,0.008026232,0.000020053241,0.0056107277,0.00009709035,0.00009663522,0.0000052596583,0.000010665216,0.00092922314],"genre_scores_gemma":[0.9037378,0.095280595,0.00018065698,0.0006461257,0.00002278285,0.000009593876,0.000013840009,0.0000027944554,0.0001058039],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9994555,0.00012932667,0.00008779724,0.00010146922,0.000066058215,0.00015985004],"domain_scores_gemma":[0.99969214,0.00014222394,0.000033915134,0.00009161702,0.0000033849224,0.000036711885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002583533,0.00008562681,0.000114868395,0.00002312594,0.00067143125,0.0000930776,0.00007065512,0.000076398865,0.000013873706],"category_scores_gemma":[0.000015739904,0.000081077575,0.00000809686,0.00005156676,0.00023861701,0.00014121595,0.00013937487,0.00024281355,1.5513098e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017666953,0.000010636564,0.06323989,0.000045438013,0.0000074293603,0.000002485049,0.91994244,0.0000051953916,0.00010666486,0.000326786,0.0003937952,0.01590155],"study_design_scores_gemma":[0.0001814582,0.000011214398,0.12400337,0.00029124325,0.0000059049326,0.0000011221961,0.79724544,0.000100880075,0.0000076215583,0.00004233517,0.07799599,0.0001134235],"about_ca_topic_score_codex":0.0871508,"about_ca_topic_score_gemma":0.32442117,"teacher_disagreement_score":0.23727037,"about_ca_system_score_codex":0.000036668738,"about_ca_system_score_gemma":0.0000066696816,"threshold_uncertainty_score":0.91892797},"labels":[],"label_agreement":null},{"id":"W4406617993","doi":"10.1038/s41597-024-04100-7","title":"Perceptions of science, science communication, and climate change attitudes in 68 countries – the TISP dataset","year":2025,"lang":"en","type":"article","venue":"Scientific Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity Western University; University of Victoria; University of Alberta; Western University","funders":"NOMIS Stiftung; Universität Hamburg; Aston University; Vetenskapsrådet; Aarhus Universitets Forskningsfond; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Eidgenössisches Departement für Umwelt, Verkehr, Energie und Kommunikation; Agence Nationale de la Recherche; John Templeton Foundation; Deutsche Forschungsgemeinschaft; Government of Canada; Genome Canada; Harvard University; Victoria University of Wellington; Resnick Sustainability Institute for Science, Energy and Sustainability, California Institute of Technology; European Commission; Trinity Western University; Fédération Wallonie-Bruxelles; Bill and Melinda Gates Foundation","keywords":"Climate change; Perception; Science communication; Climate science; Psychology; Open science; Data science; Science education; Ecology; Computer science; Biology; Statistics; Mathematics; Mathematics education","score_opus":0.4252245965880386,"score_gpt":0.5126555831040039,"score_spread":0.08743098651596537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406617993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81225437,0.00530309,0.000058222013,0.06217831,0.0030304126,0.0028113453,0.045578934,0.00016989317,0.068615414],"genre_scores_gemma":[0.9868387,0.009550086,0.00033603638,0.00031360987,0.000019573667,0.000028118495,0.0026434748,0.0000028451798,0.00026755812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982111,0.00018662818,0.0002462393,0.00044602738,0.0005857915,0.00032419912],"domain_scores_gemma":[0.99641633,0.0001908967,0.0000986755,0.0029307567,0.0002991946,0.0000641539],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01237181,0.00006959942,0.00010401202,0.0005109446,0.004994288,0.0008685206,0.004743275,0.00003119389,0.00030760176],"category_scores_gemma":[0.00067121896,0.000056769783,0.000009554659,0.003395657,0.027712505,0.0019307034,0.0031359072,0.000117234034,0.000044144817],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025760408,0.00045026478,0.30884138,0.00017344476,0.000009312858,4.5899208e-7,0.12502407,0.0000025941138,0.0050305105,0.42000172,0.08410148,0.056338996],"study_design_scores_gemma":[0.00017321415,0.0000060862603,0.43671858,0.00018860247,0.000014770085,5.9598204e-7,0.028972268,0.00050993275,0.000030462063,0.0007990639,0.5324642,0.00012218505],"about_ca_topic_score_codex":0.002458397,"about_ca_topic_score_gemma":0.03872852,"teacher_disagreement_score":0.44836274,"about_ca_system_score_codex":0.00009952933,"about_ca_system_score_gemma":0.0005045723,"threshold_uncertainty_score":0.99630105},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4406633044","doi":"10.1038/s41562-024-02090-5","title":"Trust in scientists and their role in society across 68 countries","year":2025,"lang":"en","type":"article","venue":"Nature Human Behaviour","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":222,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity Western University; University of Victoria; University of Alberta; Western University","funders":"European and Developing Countries Clinical Trials Partnership; Research Institute of Science and Technology for Society; Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge; Economic and Social Research Council; Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi; Centre for Marine Socioecology; National Science and Technology Council; Fundación Española para la Ciencia y la Tecnología; Genome Alberta; NOMIS Stiftung; National Research University Higher School of Economics; Universität Zürich; Uniwersytet Łódzki; Government of Alberta; Fédération Wallonie-Bruxelles; Universitetet i Bergen; Universität zu Lübeck; Univerzita Karlova v Praze; Conselho Nacional de Desenvolvimento Científico e Tecnológico; United States Agency for International Development; Universität Wien; Eidgenössische Technische Hochschule Zürich; Uniwersytet Warszawski; Aston University; Aarhus Universitets Forskningsfond; Lembaga Pengelola Dana Pendidikan; Austrian Science Fund; John Templeton Foundation; Bundesministerium für Bildung und Forschung; European Commission; Leverhulme Trust; Fundação de Amparo à Pesquisa do Estado de São Paulo; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Deutsche Forschungsgemeinschaft; University of Tasmania; Agentúra na Podporu Výskumu a Vývoja; Bundesamt für Energie; University of Warwick; National Science Foundation; UK Research and Innovation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Government of the United Kingdom; City University of Hong Kong; Victoria University; Resnick Sustainability Institute for Science, Energy and Sustainability, California Institute of Technology; Massachusetts Institute of Technology; Turun Yliopisto; Victoria University of Wellington; Aarhus Universitet; Universität Hamburg; California Institute of Technology; HORIZON EUROPE Framework Programme; Research Councils UK; Genome Canada; Harvard University; Carleton College; Vetenskapsrådet; Trinity Western University; Agence Nationale de la Recherche; Université Catholique de Louvain; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; Bill and Melinda Gates Foundation; Harvey Mudd College","keywords":"Politics; Political science; Affect (linguistics); Biology and political orientation; Public trust; Public relations; Public opinion; Psychology; Law","score_opus":0.11908380147698376,"score_gpt":0.46780572761653827,"score_spread":0.3487219261395545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406633044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98860025,0.0013744663,8.508459e-7,0.0015694078,0.00014104861,0.00016270127,0.000026628974,0.000031665815,0.0080929985],"genre_scores_gemma":[0.9965194,0.0008895587,0.00001941976,0.00047132504,0.00003144224,0.000015934827,0.000028759507,0.0000039360034,0.002020245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992736,0.00009286313,0.00013070334,0.00016943522,0.00012191991,0.00021145419],"domain_scores_gemma":[0.9996718,0.000044398534,0.00003443018,0.00016493793,0.000054090255,0.000030303387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081179716,0.000074165844,0.000106760184,0.000070697126,0.00060370896,0.00015486784,0.00023445148,0.00028705303,0.00019219439],"category_scores_gemma":[0.000031232332,0.00007128257,0.00003647255,0.0003658122,0.00032260775,0.00013825679,0.00010104407,0.00044632796,0.000004761896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004954745,0.000072979405,0.86146027,0.000010625988,0.0000015074027,6.6089194e-7,0.1241039,2.4055052e-7,0.0004085635,0.009722844,0.0011570844,0.0030563525],"study_design_scores_gemma":[0.000344934,0.000004570693,0.90923643,0.000055119825,0.0000020895288,1.8981557e-7,0.044645946,0.000011561356,0.000033763197,0.0011152249,0.044467628,0.000082537445],"about_ca_topic_score_codex":0.0019173069,"about_ca_topic_score_gemma":0.11041208,"teacher_disagreement_score":0.10849478,"about_ca_system_score_codex":0.00018213414,"about_ca_system_score_gemma":0.000045731962,"threshold_uncertainty_score":0.90582055},"labels":[],"label_agreement":null},{"id":"W4406729666","doi":"10.3138/ctr.201.007","title":"Art, Climate Change, and the Three Modes: Adding Precision to an Elusive yet Essential Interaction","year":2025,"lang":"en","type":"article","venue":"Canadian Theatre Review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Aesthetics; Environmental ethics; Visual arts; History; Data science; Art; Computer science; Ecology; Biology; Philosophy","score_opus":0.24098623395385857,"score_gpt":0.4425411878872063,"score_spread":0.20155495393334774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406729666","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064130044,0.106542826,0.00022308536,0.1929052,0.0011727676,0.0053548636,0.00015858513,0.00012425506,0.6871054],"genre_scores_gemma":[0.24636406,0.7376721,0.00008702072,0.014865648,0.0002665564,0.00030010284,0.000088903675,0.000012994912,0.00034263587],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896556,0.0003908843,0.00016674334,0.00016267177,0.00009813115,0.00021602122],"domain_scores_gemma":[0.9991881,0.00015268191,0.000050615585,0.0003278344,0.000069969334,0.00021077225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010125501,0.00008419195,0.00017606627,0.00010941362,0.00068300485,0.00011165944,0.000256304,0.00005077426,0.0005984875],"category_scores_gemma":[0.00012206176,0.0000641052,0.000051795658,0.00033093645,0.00009868977,0.00020870875,0.000057956528,0.00010443918,0.00010264471],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015911315,0.000006255887,0.00009389735,0.00016225713,0.0000069233956,5.1991907e-7,0.005459967,7.121138e-7,0.000005094299,0.025782501,0.0048830984,0.9635829],"study_design_scores_gemma":[0.00014606728,0.000010830826,0.00035275874,0.0034905772,0.000058250447,0.0000013522756,0.0029041078,0.00021067419,8.2599297e-7,0.0009475395,0.99177766,0.0000993708],"about_ca_topic_score_codex":0.057534497,"about_ca_topic_score_gemma":0.8689885,"teacher_disagreement_score":0.98689455,"about_ca_system_score_codex":0.00020544336,"about_ca_system_score_gemma":0.0001039157,"threshold_uncertainty_score":0.94874144},"labels":[],"label_agreement":null},{"id":"W4406817966","doi":"10.55186/2413046x_2025_10_2_31","title":"ECOLOGICAL TRAILS: INTERNATIONAL EXPERIENCE IN CREATION AND DEVELOPMENT PROSPECTS","year":2025,"lang":"en","type":"article","venue":"Moscow Economic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental resource management; Ecology; Environmental planning; Environmental science; Biology","score_opus":0.3295905084317123,"score_gpt":0.4614220214853491,"score_spread":0.13183151305363683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406817966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942287,0.00007390551,0.000113363276,0.004397437,0.00040741768,0.00008245202,6.4946306e-7,0.000010948943,0.052626804],"genre_scores_gemma":[0.9962886,0.0019102333,0.00068493735,0.00021690097,0.00007610764,0.000016301585,0.0000030779959,0.0000015783434,0.00080228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950224,0.00006634362,0.00019379747,0.0000868172,0.00004683769,0.00010394938],"domain_scores_gemma":[0.99979204,0.00004543132,0.00005822117,0.000044097087,0.00001882602,0.000041368286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005006461,0.000040829884,0.000065375316,0.00009835581,0.0002809378,0.00015131141,0.00015769046,0.000046148314,0.0012337528],"category_scores_gemma":[0.000061132225,0.000041303967,0.000011436149,0.000035542507,0.0000858407,0.00020847832,0.000038568516,0.000103379694,0.000020319612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047652782,0.00016960003,0.5335533,0.0000058157734,0.000019437543,0.000004012425,0.14889371,0.00007779497,0.00023947124,0.029741395,0.00089739315,0.2863504],"study_design_scores_gemma":[0.00055588136,0.000011940886,0.6725163,0.00003995543,0.0000015477405,0.0000056475055,0.023803564,0.00042930496,0.0000327685,0.0022443077,0.30026087,0.00009790608],"about_ca_topic_score_codex":0.000076568635,"about_ca_topic_score_gemma":0.0048223855,"teacher_disagreement_score":0.2993635,"about_ca_system_score_codex":0.00055710325,"about_ca_system_score_gemma":0.00015237225,"threshold_uncertainty_score":0.99967927},"labels":[],"label_agreement":null},{"id":"W4406924700","doi":"10.1093/oxfclm/kgaf002","title":"Developing a typology of climate grief expressions in Canada: a scoping review","year":2025,"lang":"en","type":"review","venue":"Oxford Open Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Université de Moncton; Dalhousie University; University of New Brunswick; University of Winnipeg; NSCAD University","funders":"","keywords":"Typology; Grief; Anxiety; Psychology; Climate change; Sociology; Psychotherapist; Psychiatry; Ecology; Anthropology","score_opus":0.7059166917651997,"score_gpt":0.564915582380719,"score_spread":0.14100110938448063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406924700","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001951129,0.8998363,0.0000010324709,0.0012783578,0.0004439868,0.0051756236,0.00039750355,0.000025477322,0.09283974],"genre_scores_gemma":[0.0000023365867,0.99531,0.00027467287,0.0011884859,0.00008702613,0.0024291875,0.0005940544,0.00003575536,0.0000784585],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956381,0.001297947,0.0014365725,0.0005049478,0.00031166003,0.00081078545],"domain_scores_gemma":[0.99708277,0.00083346624,0.0010112098,0.00079683826,0.00014430757,0.00013142834],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002057452,0.00039178354,0.002555351,0.00029675328,0.00052605494,0.00007899106,0.0020669138,0.00031546003,0.0016162117],"category_scores_gemma":[0.00049098564,0.00036805283,0.00021684352,0.001330871,0.00012555777,0.00030094062,0.0020461713,0.00040926368,0.000019350622],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052956825,0.000027572398,0.00008090217,0.20057452,0.000012975884,0.0000059472804,0.0012780073,1.3664162e-8,2.9001358e-8,0.0062954254,0.0002538814,0.79146546],"study_design_scores_gemma":[0.000089172885,0.0000056416957,0.00001548263,0.47491074,0.00008788131,0.000001277727,0.0012134886,2.3414432e-7,2.8977212e-8,0.000022721531,0.52342397,0.00022935754],"about_ca_topic_score_codex":0.60411483,"about_ca_topic_score_gemma":0.98951143,"teacher_disagreement_score":0.7912361,"about_ca_system_score_codex":0.0016778804,"about_ca_system_score_gemma":0.006360161,"threshold_uncertainty_score":0.99987715},"labels":[],"label_agreement":null},{"id":"W4407044987","doi":"10.1002/wcc.932","title":"Public Communication of Climate and Justice: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate justice; Economic Justice; Public health; Climate change; Political science; Geography; Environmental justice; Sociology; Environmental planning; Public relations; Ecology; Medicine; Law; Biology","score_opus":0.6783138079549937,"score_gpt":0.5633619073555252,"score_spread":0.11495190059946858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407044987","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.5840563e-7,0.94803196,0.0000028832903,0.0025289152,0.00046135558,0.0077229147,0.00033975183,0.00012255071,0.04078938],"genre_scores_gemma":[7.101816e-7,0.99409413,0.00020624558,0.00051678444,0.00027789315,0.0033215238,0.00139425,0.000059055325,0.00012937601],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99204075,0.00366073,0.002487231,0.00067897217,0.0003693928,0.0007629421],"domain_scores_gemma":[0.9942167,0.0010189723,0.0022964568,0.0019365774,0.00027912282,0.00025219878],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0056808013,0.0006778012,0.003892113,0.0005130239,0.001444481,0.00016019976,0.0015593618,0.00048729905,0.0010844977],"category_scores_gemma":[0.0007196971,0.00059314375,0.0008880038,0.00133545,0.0006300927,0.00062969496,0.003951084,0.00064723036,0.00021558703],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020546195,0.000050106046,0.0000021330382,0.40239188,0.000014027978,5.826798e-7,0.002678535,8.4273816e-10,2.029941e-8,0.0010302997,0.0009196067,0.59291077],"study_design_scores_gemma":[0.000056815203,0.000022417185,8.168078e-7,0.51709306,0.0009724099,0.0000053587846,0.00054483715,9.4038035e-7,4.355174e-9,0.000037896054,0.48099816,0.0002672519],"about_ca_topic_score_codex":0.000032648673,"about_ca_topic_score_gemma":0.0016347945,"teacher_disagreement_score":0.5926435,"about_ca_system_score_codex":0.0003004257,"about_ca_system_score_gemma":0.00023273112,"threshold_uncertainty_score":0.9998555},"labels":[],"label_agreement":null},{"id":"W4407175452","doi":"10.1177/17416590251317112","title":"The surprising spectacle of splashing soup: Critical reflections on climate protests targeting art","year":2025,"lang":"en","type":"article","venue":"Crime Media Culture An International Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Windsor","funders":"","keywords":"Spectacle; Aesthetics; Climate change; Art; Political science; Geology; Law; Oceanography","score_opus":0.3159583880883022,"score_gpt":0.5368034104260974,"score_spread":0.22084502233779518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407175452","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2041506,0.00067157386,0.0018023633,0.0464141,0.01203321,0.00045904628,0.000046757483,0.00017674238,0.7342456],"genre_scores_gemma":[0.9917898,0.003973049,0.0012587303,0.0005913011,0.0016317982,0.000009996012,0.000033717275,0.0000088659,0.0007027445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984681,0.00036586935,0.00032365698,0.000118443975,0.0005101814,0.00021371874],"domain_scores_gemma":[0.99836326,0.0005427788,0.00014196051,0.00013581062,0.0007225202,0.00009368809],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001392179,0.00008150659,0.00009481693,0.00011220539,0.0016134873,0.00046588044,0.0005955131,0.00007887394,0.00030828503],"category_scores_gemma":[0.0031648302,0.000060545786,0.000087109125,0.00017150672,0.0002688214,0.00038725874,0.00006338136,0.00046461055,0.000038214315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003213836,0.00056036754,0.0058968295,0.000025324754,0.00013481085,0.000018719467,0.1719952,0.0000343591,0.028327793,0.7343434,0.03014179,0.028200004],"study_design_scores_gemma":[0.00065617164,0.00012239818,0.017888626,0.0007225272,0.00006229947,0.000037954764,0.09810824,0.00016846754,0.0021322337,0.026807867,0.85298944,0.00030380415],"about_ca_topic_score_codex":0.00006475014,"about_ca_topic_score_gemma":0.001021349,"teacher_disagreement_score":0.8228476,"about_ca_system_score_codex":0.00020077243,"about_ca_system_score_gemma":0.000116808704,"threshold_uncertainty_score":0.9996863},"labels":[],"label_agreement":null},{"id":"W4407422231","doi":"10.1111/japp.12797","title":"Climate Absurdism","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto","funders":"","keywords":"Absurdism; Absurdity; Environmental ethics; Argument (complex analysis); Meaning (existential); Climate change; Seriousness; Epistemology; Rhetorical question; Action (physics); Law; Sociology; Aesthetics; Philosophy; Political science; Ecology","score_opus":0.2805796280846343,"score_gpt":0.4441382003087504,"score_spread":0.16355857222411607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407422231","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025169287,0.00017969364,0.000056840658,0.014848918,0.00038388677,0.00008385336,0.000002467874,0.000019387455,0.9592557],"genre_scores_gemma":[0.9936898,0.0039938916,0.0003716205,0.0013291509,0.00047240383,0.0000027198616,0.0000019930806,0.0000043016007,0.0001341504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931014,0.00004742026,0.0002665897,0.000054338314,0.00019880249,0.00012271962],"domain_scores_gemma":[0.999403,0.000084098836,0.00019350955,0.00014206793,0.00011729597,0.00006003469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000753269,0.000053273245,0.00013312938,0.00014853194,0.00029745093,0.00004342349,0.000293117,0.00006452736,0.00036670265],"category_scores_gemma":[0.000026784093,0.000049124563,0.00008396041,0.00023608183,0.00010949102,0.00008429436,0.000042874926,0.00016191069,0.00006257082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011405044,0.00009010516,0.00030461582,0.000021886945,0.000022913742,0.0000014272788,0.008711659,0.000008644087,0.0007554848,0.9519782,0.004024346,0.033966646],"study_design_scores_gemma":[0.00065377157,0.000026518826,0.0031093843,0.000105980755,0.000038809776,0.0000012795107,0.0036926824,0.00000827332,0.000103767336,0.36573377,0.62640643,0.00011932573],"about_ca_topic_score_codex":0.000011900542,"about_ca_topic_score_gemma":0.000030359517,"teacher_disagreement_score":0.96852046,"about_ca_system_score_codex":0.00007286197,"about_ca_system_score_gemma":0.000060493934,"threshold_uncertainty_score":0.4015137},"labels":[],"label_agreement":null},{"id":"W4407622855","doi":"10.22382/bpb-2024-003","title":"Bioenergy Discourse: A Comparison Across Media and Technologies","year":2024,"lang":"en","type":"article","venue":"BioProducts Business","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Bioenergy; Sociology; Political science; Renewable energy; Biology; Ecology","score_opus":0.37859276671555747,"score_gpt":0.48797482429465794,"score_spread":0.10938205757910047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407622855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8800067,0.012464125,0.000058207977,0.102253206,0.0014938295,0.00015952726,0.000033854012,0.0010914847,0.002439098],"genre_scores_gemma":[0.9860713,0.012774898,0.0001430007,0.00003178035,0.00033614598,0.00001385414,0.000041899522,0.000010051915,0.00057707535],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992285,0.0000394727,0.00011815064,0.00024656096,0.0001588636,0.0002085007],"domain_scores_gemma":[0.99949515,0.000053465963,0.000027597966,0.00027462156,0.0001178625,0.00003130773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036835382,0.00008536075,0.0001097106,0.000075191194,0.00038884257,0.00028559024,0.00021833155,0.00009803435,0.00008130857],"category_scores_gemma":[0.00031507286,0.00007228013,0.000014807335,0.0008793319,0.0007639997,0.00022523898,0.00013799663,0.0000876959,0.000057656667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010413789,0.00008933492,0.0048203394,0.00015886418,0.00001540212,0.000005685397,0.08184226,0.0000019692745,0.0065004807,0.044650923,0.0051501403,0.8567542],"study_design_scores_gemma":[0.00010249091,0.0000072102366,0.029750824,0.00015472424,0.000014820524,0.000004712151,0.085273124,0.000100350146,0.0005426276,0.001301398,0.882478,0.00026971512],"about_ca_topic_score_codex":0.0012337627,"about_ca_topic_score_gemma":0.0041944585,"teacher_disagreement_score":0.87732786,"about_ca_system_score_codex":0.00004207559,"about_ca_system_score_gemma":0.00004917724,"threshold_uncertainty_score":0.2990702},"labels":[],"label_agreement":null},{"id":"W4407757970","doi":"10.1080/17524032.2025.2464148","title":"Perfect as the Enemy of Good: How the Seeds of Solutions Journalism for Environmental Reporting Take Root In Canadian Alternative Media","year":2025,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Journalism; Adversary; Root (linguistics); Political science; Media studies; Advertising; Sociology; Computer science; Business; Law; Computer security; Philosophy; Linguistics","score_opus":0.22966109504694782,"score_gpt":0.3901785931721226,"score_spread":0.1605174981251748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407757970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9462795,0.0023276664,0.000055174965,0.029767804,0.00010530323,0.0007982561,0.00010357058,0.000007706795,0.020555008],"genre_scores_gemma":[0.9922259,0.00686584,0.00008560852,0.00014530946,0.000022901962,0.000082820035,0.00014668808,0.0000069832286,0.00041797286],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99834955,0.0006831892,0.00044969222,0.00010055334,0.00021469795,0.00020234173],"domain_scores_gemma":[0.99801975,0.00066665484,0.00062207726,0.00063152495,0.000009843557,0.00005014536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002615767,0.00008199977,0.00013215221,0.00009899901,0.00095825404,0.000029805491,0.0007472083,0.00007155595,0.0002135073],"category_scores_gemma":[0.0003599664,0.00006500543,0.0000929175,0.00014176208,0.0006661268,0.00013123399,0.00017093068,0.00021422016,0.0000034788259],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010833028,0.000873997,0.33462206,0.000049131682,0.00023215463,9.792362e-7,0.399099,0.000554742,0.047567308,0.07879129,0.0010654842,0.13703555],"study_design_scores_gemma":[0.0007373332,0.00005869569,0.6670507,0.00016073273,0.00008654197,0.000003741581,0.15357186,0.0013814073,0.0018251876,0.0046011345,0.17030168,0.0002209825],"about_ca_topic_score_codex":0.07773276,"about_ca_topic_score_gemma":0.4866059,"teacher_disagreement_score":0.40887317,"about_ca_system_score_codex":0.0006188076,"about_ca_system_score_gemma":0.000093836614,"threshold_uncertainty_score":0.9284087},"labels":[],"label_agreement":null},{"id":"W4408004955","doi":"10.1186/s40814-025-01605-9","title":"A farewell address: five principles for advancing science and humanity","year":2025,"lang":"en","type":"editorial","venue":"Pilot and Feasibility Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Humanity; Environmental ethics; Philosophy; Sociology; Theology","score_opus":0.6656313026448848,"score_gpt":0.5444361028569625,"score_spread":0.12119519978792226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408004955","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036763415,0.053315245,0.00004313425,0.0071199136,0.8306453,0.008779747,0.0018481959,0.00049635343,0.06098868],"genre_scores_gemma":[0.060479235,0.41981834,0.0013533338,0.0005148937,0.4994858,0.0012383306,0.00031269644,0.00005388118,0.016743505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814355,0.00016943563,0.0002759051,0.0005549475,0.00052017905,0.00033596114],"domain_scores_gemma":[0.9951426,0.0025438434,0.00016496998,0.00034650866,0.0017050197,0.00009707815],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.0040824357,0.00019117502,0.00039915348,0.00012457428,0.003169136,0.00019599289,0.00035623822,0.00014589062,0.000010961581],"category_scores_gemma":[0.022118727,0.0001774693,0.000042100462,0.00022626028,0.0023689964,0.00022117516,0.00060874387,0.00025339588,0.0000010804146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033540753,0.0002559889,0.0018326265,0.0024186303,0.000108644934,3.7407673e-7,0.13425662,3.8373253e-7,0.000054006552,0.0048283814,0.84073,0.01517894],"study_design_scores_gemma":[0.00044704837,0.00015080343,0.0016482302,0.00025372772,0.000058492493,3.7678276e-8,0.037392646,0.00001242669,0.0000023569748,0.0025658107,0.9572497,0.00021870589],"about_ca_topic_score_codex":0.0012676748,"about_ca_topic_score_gemma":0.057538334,"teacher_disagreement_score":0.3665031,"about_ca_system_score_codex":0.00051709265,"about_ca_system_score_gemma":0.00051864004,"threshold_uncertainty_score":0.9981286},"labels":[],"label_agreement":null},{"id":"W4408282992","doi":"10.1007/s10584-025-03896-6","title":"Personality traits and climate skepticism: evidence from Canada","year":2025,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Social Sciences and Humanities Research Council","keywords":"Skepticism; Big Five personality traits; Personality; Psychology; Social psychology; Environmental ethics; Epistemology; Philosophy","score_opus":0.5230377952967491,"score_gpt":0.45272929985241844,"score_spread":0.07030849544433065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408282992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94589996,0.0025690263,0.000021821834,0.028455598,0.00029503947,0.00042998607,0.0001409726,0.00007054629,0.022117047],"genre_scores_gemma":[0.982497,0.013847593,0.00021041564,0.0028999294,0.00016413267,0.000078277604,0.000032200158,0.00000626139,0.00026419692],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988071,0.00025488323,0.00020580528,0.0002071762,0.00024262776,0.0002824571],"domain_scores_gemma":[0.99887216,0.00068106985,0.000074763586,0.00018959686,0.000072971576,0.00010940915],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006152812,0.00010401374,0.00017835438,0.000044278386,0.00060376734,0.000088062654,0.00025179767,0.00007515252,0.001414491],"category_scores_gemma":[0.00036362867,0.00010641961,0.00003356652,0.00023177803,0.00018262779,0.00020717195,0.00011833354,0.00011038728,0.00002253767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093207746,0.00020512224,0.20114072,0.0009354083,0.000084723135,0.0000117374275,0.4409579,4.8306885e-7,0.001260463,0.019462274,0.015887477,0.31996047],"study_design_scores_gemma":[0.00031971055,0.000015075224,0.9173083,0.0008697864,0.00007043448,4.80448e-7,0.03799076,0.0005548118,0.000010363754,0.001273944,0.041323297,0.00026307334],"about_ca_topic_score_codex":0.816159,"about_ca_topic_score_gemma":0.9813318,"teacher_disagreement_score":0.71616757,"about_ca_system_score_codex":0.00027146877,"about_ca_system_score_gemma":0.00017593233,"threshold_uncertainty_score":0.99949837},"labels":[],"label_agreement":null},{"id":"W4408388531","doi":"10.1093/icesjms/fsaf030","title":"Ocean Decade Challenge 10 underscores social dynamics in marine sciences as critical to transforming human–ocean relationships","year":2025,"lang":"en","type":"article","venue":"ICES Journal of Marine Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Oceanography; Geography; Environmental science; Geology","score_opus":0.3330628040995669,"score_gpt":0.49119656908366904,"score_spread":0.15813376498410214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408388531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7123704,0.00003459501,0.00008460743,0.038652793,0.00024794557,0.00012543025,0.000001545299,0.000018931849,0.24846375],"genre_scores_gemma":[0.997769,0.00041854533,0.0008366295,0.00027248653,0.00012632948,7.348283e-7,0.0000017829888,0.0000046056775,0.0005698877],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99779004,0.00027703715,0.00050261116,0.00022266911,0.00080930715,0.0003983587],"domain_scores_gemma":[0.9986575,0.0005036607,0.00015657436,0.00013364108,0.00037545792,0.00017312255],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058318246,0.00010935112,0.00019603015,0.000909983,0.0025563703,0.0003199548,0.0012790463,0.000082584236,0.0005206867],"category_scores_gemma":[0.0017171316,0.00010531147,0.0000737316,0.0021342775,0.0018774532,0.0010545854,0.00036400947,0.00042085748,0.000011329626],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008004527,0.00029772223,0.10472729,0.0000513611,0.000008338402,0.000010909623,0.040799942,0.00009399276,0.00020272691,0.7975504,0.00025817903,0.05591914],"study_design_scores_gemma":[0.0017064401,0.0009271888,0.30059904,0.0007063833,0.0000899625,0.000034938457,0.34071887,0.00251795,0.00017854743,0.3327119,0.018865017,0.00094376097],"about_ca_topic_score_codex":0.00090389553,"about_ca_topic_score_gemma":0.022667332,"teacher_disagreement_score":0.46483845,"about_ca_system_score_codex":0.00066082936,"about_ca_system_score_gemma":0.0006028072,"threshold_uncertainty_score":0.99874216},"labels":[],"label_agreement":null},{"id":"W4408399729","doi":"10.3138/seminar.59.4.6","title":"German Studies in the Era of Climate Change: The Value of Historical Perspectives","year":2023,"lang":"en","type":"article","venue":"Seminar A Journal of Germanic Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"German; Value (mathematics); Climate change; History; Political science; Archaeology; Geology; Mathematics; Statistics","score_opus":0.5381805233442952,"score_gpt":0.5313073573211481,"score_spread":0.006873166023147137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408399729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86336434,0.1008776,5.250925e-7,0.033111587,0.0005124422,0.00022141934,0.0000054115403,0.000011218872,0.0018954528],"genre_scores_gemma":[0.62095696,0.378668,0.000010501015,0.00006693383,0.00021959121,0.0000095527585,2.6694235e-7,0.0000037121783,0.00006447393],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982414,0.0006180408,0.0004455746,0.00007272535,0.0004406302,0.00018161244],"domain_scores_gemma":[0.99768066,0.0012073494,0.00047948828,0.00019355146,0.0004201429,0.00001879314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033842744,0.000085804924,0.0003381838,0.00012438155,0.0003718146,0.000008681992,0.00046905907,0.000035928213,0.000018101497],"category_scores_gemma":[0.0006148158,0.000048367474,0.00014418882,0.0006112543,0.00058041955,0.00012593529,0.00015320734,0.00025362647,0.000004862637],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029636907,0.0000718563,0.0011410106,0.000066660235,0.0000953098,0.0000068129093,0.982885,0.0000017132759,0.00013159415,0.004605396,0.0052307695,0.005734261],"study_design_scores_gemma":[0.00020886672,0.00014899552,0.030458737,0.00038912313,0.00007419492,0.000011387012,0.953837,0.000010014953,0.000014183934,0.0013929936,0.013386807,0.00006770139],"about_ca_topic_score_codex":0.000111976035,"about_ca_topic_score_gemma":0.0004950467,"teacher_disagreement_score":0.2777904,"about_ca_system_score_codex":0.00029590772,"about_ca_system_score_gemma":0.00003162073,"threshold_uncertainty_score":0.2859735},"labels":[],"label_agreement":null},{"id":"W4408483188","doi":"10.5194/egusphere-egu25-21793","title":"Addressing the Multidimensional Impacts of Climate Change through Effective Capacity Development, Research Leadership, Strategic Networking, and Partnerships &amp;#8211; The case of the One Planet Fellowship","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Planet; Climate change; Business; Strategic leadership; Leadership development; Environmental resource management; Public relations; Strategic planning; Political science; Marketing; Economics; Physics; Oceanography","score_opus":0.9441455512918053,"score_gpt":0.5535189498013642,"score_spread":0.39062660149044115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408483188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9380819,0.002969336,0.000012740207,0.011204883,0.0005843298,0.003689234,0.00022550586,0.0000570199,0.043175045],"genre_scores_gemma":[0.99255985,0.0061387643,0.00030877406,0.00026683224,0.00026599917,0.00017902591,0.00008813089,0.000011969932,0.00018067546],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9924612,0.005555998,0.00043879627,0.0003526065,0.0006087283,0.0005826496],"domain_scores_gemma":[0.99442583,0.0039521335,0.00043068192,0.0007919149,0.0003224668,0.000076997065],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008522194,0.00023518206,0.0003438531,0.000080349455,0.0023529977,0.0001382769,0.0007647632,0.00038360333,0.00021101093],"category_scores_gemma":[0.00030906175,0.00013001917,0.00009254239,0.0004474967,0.00220998,0.0000975988,0.0012415311,0.0014592493,0.000004730886],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030530136,0.00040284175,0.013077387,0.0020811574,0.00032244236,0.000006065031,0.8857958,0.00005833446,0.00032244943,0.07767799,0.0013999394,0.018550318],"study_design_scores_gemma":[0.0020448924,0.00016383409,0.09150486,0.012648516,0.00052389636,0.00007340948,0.810127,0.001541735,0.00084721326,0.025869552,0.05303407,0.001620989],"about_ca_topic_score_codex":0.025620867,"about_ca_topic_score_gemma":0.27086085,"teacher_disagreement_score":0.24523999,"about_ca_system_score_codex":0.00018075302,"about_ca_system_score_gemma":0.0003319595,"threshold_uncertainty_score":0.99894583},"labels":[],"label_agreement":null},{"id":"W4408671792","doi":"10.1080/23311886.2025.2480727","title":"Mind the gap: questioning the existence of a ‘knowledge deficit’ in conservation social media message evaluation by scientist, science-trained, and general public audience groups","year":2025,"lang":"en","type":"article","venue":"Cogent Social Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; University of Victoria","funders":"Mitacs","keywords":"Social media; Psychology; Sociology; Media studies; Social science; Public relations; Political science; Law","score_opus":0.5013988078829592,"score_gpt":0.49436923571381913,"score_spread":0.007029572169140075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408671792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94232696,0.0010342833,0.00013196576,0.02652738,0.0004782003,0.00048946834,0.000012372671,0.000016907938,0.02898245],"genre_scores_gemma":[0.9988237,0.00047522577,0.00007270453,0.00028254447,0.00011281876,0.000072853734,0.000010044036,0.0000025673355,0.00014751797],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968475,0.00095047365,0.00034967775,0.00035650228,0.0010955647,0.00040026926],"domain_scores_gemma":[0.9983883,0.00065221265,0.00024509153,0.00013759772,0.00053051964,0.000046275523],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.013904321,0.00010819521,0.00014910576,0.00022314684,0.0069471407,0.00046964476,0.0010671729,0.00008068437,0.000101306665],"category_scores_gemma":[0.002170827,0.000078101584,0.00004827995,0.0038237702,0.010915069,0.0005724031,0.0002298616,0.00014398861,0.000003278926],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012666616,0.00015576309,0.038730517,0.00001947455,0.000007417615,1.4646308e-7,0.26773614,0.0000043795867,0.00619142,0.54195887,0.0019638964,0.1432193],"study_design_scores_gemma":[0.0011221566,0.000054024513,0.6303446,0.00016974131,0.00009078069,0.0000015444887,0.28991166,0.012426941,0.0002821117,0.039365586,0.025710855,0.0005199813],"about_ca_topic_score_codex":0.0010259806,"about_ca_topic_score_gemma":0.02246952,"teacher_disagreement_score":0.59161407,"about_ca_system_score_codex":0.00033538384,"about_ca_system_score_gemma":0.0011499665,"threshold_uncertainty_score":0.9953679},"labels":[],"label_agreement":null},{"id":"W4408734843","doi":"10.1016/j.socscimed.2025.118002","title":"“Feeling your emotions is an act of rebellion:” How climate cafés across Canada support youth wellbeing during the climate crisis","year":2025,"lang":"en","type":"article","venue":"Social Science & Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; University of Alberta","keywords":"Feeling; Climate change; Political science; Psychology; Sociology; Social psychology","score_opus":0.193576187563539,"score_gpt":0.44282733141811126,"score_spread":0.24925114385457225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408734843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93569744,0.00005961554,0.000013362363,0.04808832,0.0007575174,0.0002318781,0.00009767523,0.00005434507,0.014999849],"genre_scores_gemma":[0.995927,0.0020192938,0.00001042886,0.0013147191,0.00040902148,0.0000080112295,0.000024999837,0.000008162256,0.00027837395],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973513,0.00023005287,0.00035427182,0.0003302436,0.00097555935,0.000758604],"domain_scores_gemma":[0.99868304,0.000087127104,0.0002475862,0.00041573876,0.00039943043,0.00016706978],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037147086,0.00014037652,0.0002547523,0.00009235681,0.0066957846,0.00013372641,0.0010404475,0.00008787427,0.0003817269],"category_scores_gemma":[0.0003372765,0.00010984026,0.00006564646,0.0018730661,0.0018009125,0.0004321632,0.00020844779,0.00024291105,0.000002658978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023416582,0.000051260078,0.03977537,0.00007300892,0.000012385029,0.0000020555335,0.9430165,0.0000058916967,0.004372121,0.002814526,0.0014197896,0.00843367],"study_design_scores_gemma":[0.0003720501,0.000029587598,0.09076634,0.00013319892,0.000053167318,7.6598434e-7,0.8986407,0.00007375572,0.00023990983,0.00015367265,0.009354023,0.00018285528],"about_ca_topic_score_codex":0.32627255,"about_ca_topic_score_gemma":0.59257525,"teacher_disagreement_score":0.2663027,"about_ca_system_score_codex":0.0005414667,"about_ca_system_score_gemma":0.00066975853,"threshold_uncertainty_score":0.9945974},"labels":[],"label_agreement":null},{"id":"W4408865801","doi":"10.1177/23294965241300718","title":"In- <i>Conceivable Futures</i> : Climate Change and Reproductive Decision Making Among Childfree North Americans","year":2025,"lang":"en","type":"article","venue":"Social Currents","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anthropocene; Futures contract; Vision; Climate change; Sociology; Environmental ethics; Climate justice; Stigma (botany); Gender studies; Psychology; Ecology","score_opus":0.2696144075560586,"score_gpt":0.4670416344804027,"score_spread":0.1974272269243441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408865801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97088444,0.00051771797,0.000018329096,0.0036281664,0.0010028211,0.00043458818,0.000034093566,0.0000570508,0.023422768],"genre_scores_gemma":[0.9925602,0.005925753,0.00006382943,0.0007035946,0.0006004875,0.000062632775,0.000017269158,0.000007250936,0.000058996895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99880815,0.0002109225,0.00018601774,0.00029053754,0.00020473538,0.00029964506],"domain_scores_gemma":[0.9995209,0.00007796791,0.00010294834,0.00018872372,0.000069700895,0.000039785762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042541933,0.000100603225,0.00016658138,0.00012404718,0.0010974655,0.00007413744,0.00023416588,0.00008406875,0.0000967222],"category_scores_gemma":[0.00015919565,0.00011081161,0.000045281962,0.0007012099,0.0003325457,0.00033270573,0.00018454813,0.00020267534,0.000011936565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040340627,0.00008721538,0.5336666,0.000021836253,0.0000067822525,8.2220276e-7,0.113815345,4.790378e-7,0.00000488296,0.0037251876,0.0021173698,0.3465131],"study_design_scores_gemma":[0.00030931586,0.00000913829,0.9486127,0.00014071332,0.000012059308,8.320409e-8,0.015544403,0.000015625,8.688132e-7,0.0027890166,0.032423798,0.00014227843],"about_ca_topic_score_codex":0.0020070723,"about_ca_topic_score_gemma":0.032383192,"teacher_disagreement_score":0.41494605,"about_ca_system_score_codex":0.00015087724,"about_ca_system_score_gemma":0.000030028568,"threshold_uncertainty_score":0.9852733},"labels":[],"label_agreement":null},{"id":"W4408935067","doi":"10.1038/s41591-025-03528-7","title":"Links between climate change and suicidal behavior risks","year":2025,"lang":"en","type":"article","venue":"Nature Medicine","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Suicidal behavior; Climate change; Environmental health; Medicine; Suicide prevention; Poison control; Ecology; Biology","score_opus":0.5311979039781699,"score_gpt":0.5447980467275271,"score_spread":0.01360014274935717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408935067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6153663,0.007948361,0.000021216842,0.16641171,0.0012422377,0.0008229753,0.000042729174,0.00022044498,0.20792402],"genre_scores_gemma":[0.9818397,0.01262644,0.000046666122,0.003330565,0.0010020204,0.000044242803,0.000100433994,0.0000056700187,0.0010042177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918264,0.00012891185,0.00014132788,0.00014649071,0.00020691633,0.00019371038],"domain_scores_gemma":[0.99939704,0.00018463765,0.000050153532,0.00019760703,0.000084156076,0.00008640751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076734205,0.00008165518,0.00016352444,0.00013139052,0.00038889123,0.000019320836,0.0001846222,0.00053258345,0.00054661743],"category_scores_gemma":[0.0002218623,0.00006785642,0.00002183004,0.0003094036,0.00030709422,0.00007618785,0.00007526074,0.00076400925,0.000024740895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022612607,0.000051651095,0.55812573,0.00006887652,0.00001498894,0.000003779247,0.022274105,7.7830205e-9,0.0003039029,0.030268665,0.009560885,0.3793048],"study_design_scores_gemma":[0.00040063565,0.000031750755,0.6046787,0.00009677902,0.00007645873,3.361349e-7,0.0028311198,0.0000032546354,0.000010750107,0.0003330864,0.39146024,0.000076867604],"about_ca_topic_score_codex":0.00074992725,"about_ca_topic_score_gemma":0.0039908593,"teacher_disagreement_score":0.38189936,"about_ca_system_score_codex":0.00005156784,"about_ca_system_score_gemma":0.000016469621,"threshold_uncertainty_score":0.59850776},"labels":[],"label_agreement":null},{"id":"W4408961655","doi":"10.1007/s11027-025-10209-w","title":"The culture gap in the climate crisis","year":2025,"lang":"en","type":"article","venue":"Mitigation and Adaptation Strategies for Global Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Environment and Climate Change Canada; University of British Columbia Hospital; Metcalf Foundation","funders":"","keywords":"Climate change; Ecology; Biology","score_opus":0.41052929903188334,"score_gpt":0.46231854521276555,"score_spread":0.05178924618088221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408961655","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10040662,0.009100261,0.005431721,0.31922302,0.0015329063,0.0053001437,0.0003622937,0.00031200072,0.5583311],"genre_scores_gemma":[0.9869892,0.009509357,0.0001422478,0.0026966708,0.00009810393,0.00033006028,0.000092998744,0.000002138499,0.00013922185],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9992118,0.0002061469,0.00016574898,0.00010816215,0.00013792729,0.0001702092],"domain_scores_gemma":[0.9995423,0.00013769043,0.000066687586,0.00011745191,0.00011313931,0.000022711924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075562595,0.0000680259,0.000060776918,0.000025398265,0.0011859887,0.00042925208,0.00017586906,0.00006774744,0.000011881067],"category_scores_gemma":[0.00005922911,0.00004523578,0.000035794037,0.0003559057,0.00014435466,0.00029174396,0.0000180235,0.000059389175,0.0000032997405],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016746115,0.0000123322825,0.0004641795,0.000016200778,0.0000030688666,7.4163566e-8,0.06299363,0.0000019549298,0.000004379818,0.90782386,0.0022908282,0.02637275],"study_design_scores_gemma":[0.00024927378,0.0000171976,0.010670316,0.000025331883,0.000009871996,2.62184e-7,0.6756902,0.0007261177,5.420349e-7,0.077904366,0.23464431,0.00006225363],"about_ca_topic_score_codex":0.0008549519,"about_ca_topic_score_gemma":0.033161152,"teacher_disagreement_score":0.88658255,"about_ca_system_score_codex":0.00006507901,"about_ca_system_score_gemma":0.000049407045,"threshold_uncertainty_score":0.98448116},"labels":[],"label_agreement":null},{"id":"W4408962325","doi":"10.1007/s44202-025-00338-3","title":"Emotion regulation, climate distress, and climate action in climate activist and student samples","year":2025,"lang":"en","type":"article","venue":"Discover Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Distress; Action (physics); Climate change; Psychology; Climate science; Social psychology; Environmental science; Climatology; Oceanography; Psychotherapist; Geology","score_opus":0.2763043493952368,"score_gpt":0.5223304021875624,"score_spread":0.24602605279232564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408962325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710736,0.00030578364,0.00012939532,0.0059667765,0.00039785868,0.00029599966,0.00006671963,0.00005534281,0.021708522],"genre_scores_gemma":[0.9412715,0.057923526,0.000059439128,0.00043674198,0.00005132241,0.00003275989,0.0001547782,0.0000076113256,0.00006233481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986204,0.00036106972,0.00025817638,0.00032589858,0.0001168177,0.00031766016],"domain_scores_gemma":[0.9994297,0.000114172384,0.000110328576,0.00026151838,0.00003572485,0.000048538728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066920527,0.00011584543,0.00017125577,0.00016286787,0.0005116983,0.00013786885,0.00012657481,0.0001297153,0.000179966],"category_scores_gemma":[0.00004466807,0.00012003379,0.000027340566,0.00025496056,0.0003149381,0.00034025742,0.00013137903,0.00013404193,0.0000125090755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020550955,0.00024759216,0.8563277,0.000106427775,0.0000140479415,9.677794e-7,0.011949007,0.0000049605724,0.0010693092,0.05180424,0.00034647674,0.077923775],"study_design_scores_gemma":[0.0005698751,0.000022973014,0.9755329,0.00006827254,0.000013773606,0.0000011724653,0.007160537,0.00004045201,0.0000058969445,0.0019290452,0.014544623,0.00011050576],"about_ca_topic_score_codex":0.00043515745,"about_ca_topic_score_gemma":0.014022052,"teacher_disagreement_score":0.119205184,"about_ca_system_score_codex":0.00009065393,"about_ca_system_score_gemma":0.000013942688,"threshold_uncertainty_score":0.78246343},"labels":[],"label_agreement":null},{"id":"W4408976757","doi":"10.1038/s44185-025-00082-w","title":"Media coverage of biodiversity falls short compared to climate change and popular culture","year":2025,"lang":"en","type":"letter","venue":"npj Biodiversity","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Climate change; Popular culture; Media coverage; Geography; Environmental resource management; Environmental science; Ecology; Sociology; Media studies; Biology","score_opus":0.3562276459803593,"score_gpt":0.36940077865204934,"score_spread":0.013173132671690069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408976757","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12160545,0.00075692055,0.000014707241,0.8102338,0.0019698506,0.0023330625,0.028398734,0.0003313683,0.03435611],"genre_scores_gemma":[0.02889736,0.11280042,0.00050367945,0.8403811,0.0017378756,0.000026683714,0.013851371,0.000015432403,0.0017861242],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998167,0.00034285188,0.000196374,0.0004035982,0.0005143841,0.00037582044],"domain_scores_gemma":[0.99899405,0.000080221216,0.00013225047,0.00043439143,0.00021448672,0.00014458943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003971764,0.00023782613,0.0004700425,0.00032788693,0.00087998324,0.00007867695,0.0007250343,0.00077729794,0.00043584022],"category_scores_gemma":[0.00008148356,0.0002604837,0.00015695325,0.0004652253,0.00034342334,0.00017702032,0.0007951175,0.00058554613,0.00014551246],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003320993,0.000034039298,0.058714256,0.000150991,0.000032368756,0.000016639693,0.04153803,6.460057e-8,0.0000098363225,0.000042705582,0.8966384,0.002789471],"study_design_scores_gemma":[0.00019836932,0.000020990256,0.0155354515,0.0000920071,0.00011907585,3.0816227e-7,0.0038146481,6.5591064e-7,0.000003867304,0.000014524043,0.97993135,0.00026877777],"about_ca_topic_score_codex":0.0042324867,"about_ca_topic_score_gemma":0.004542222,"teacher_disagreement_score":0.1120435,"about_ca_system_score_codex":0.00022681108,"about_ca_system_score_gemma":0.00003735272,"threshold_uncertainty_score":0.99998474},"labels":[],"label_agreement":null},{"id":"W4408990039","doi":"10.5194/gc-8-81-2025","title":"Climate denial and the classroom: a review","year":2025,"lang":"en","type":"review","venue":"Geoscience Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Denial; Environmental ethics; Political science; Sociology; Engineering ethics; Psychology; Philosophy; Engineering; Psychoanalysis","score_opus":0.45186767901181146,"score_gpt":0.532508783927843,"score_spread":0.08064110491603149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408990039","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.5309782e-7,0.9454813,0.000025699683,0.007462808,0.00013168683,0.0016334847,0.00002398142,0.00007941235,0.045161355],"genre_scores_gemma":[0.0000025771312,0.9964253,0.00026998535,0.001140586,0.000051002477,0.0005212205,0.00015244879,0.000009676218,0.0014272083],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99466264,0.0037630496,0.00058630644,0.00029838257,0.00036031366,0.0003292788],"domain_scores_gemma":[0.9953532,0.0020493623,0.0005064654,0.0018555761,0.00015416724,0.000081232865],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006317345,0.00021759122,0.00082002924,0.0001314626,0.0025921497,0.0002586938,0.0025353718,0.00020426551,0.00017570109],"category_scores_gemma":[0.0015969329,0.00014912608,0.0002495874,0.0011376811,0.0021089346,0.00023224794,0.0010366748,0.0005042625,0.000106047766],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016989055,0.000011015336,0.0000010012922,0.0051957997,0.0000037683938,4.8116366e-8,0.00097502343,4.2326636e-9,5.14796e-9,0.029852418,0.00090618327,0.96305305],"study_design_scores_gemma":[0.00011650123,0.00000320008,0.0000043820255,0.039717134,0.0002661653,0.0000026432556,0.00039838275,0.0000076128354,1.736883e-9,0.00051980256,0.958816,0.00014816847],"about_ca_topic_score_codex":0.00066406414,"about_ca_topic_score_gemma":0.0018701472,"teacher_disagreement_score":0.9629049,"about_ca_system_score_codex":0.00016639275,"about_ca_system_score_gemma":0.00042114034,"threshold_uncertainty_score":0.99870634},"labels":[],"label_agreement":null},{"id":"W4409010302","doi":"10.1371/journal.pone.0317773","title":"Promoting Pro-environmental Beliefs and Behaviour: Choose-Your-Own Story Futuristic Climate Game","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Universiteit van Amsterdam; Koninklijke Nederlandse Akademie van Wetenschappen; European Commission","keywords":"Empathy; Climate change; Social psychology; Psychology; Mediation; Intervention (counseling); Adventure; Political science; Public relations; Ecology","score_opus":0.28316217466195814,"score_gpt":0.3722001168136354,"score_spread":0.08903794215167726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409010302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98518,0.0008309739,0.000002666265,0.004549387,0.000056712746,0.0004268726,0.000028964369,0.000100535595,0.00882387],"genre_scores_gemma":[0.98888713,0.00889366,0.00017623337,0.0002240197,0.00013424271,0.000060304646,0.000049617003,0.000009826003,0.0015649871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990182,0.00018980035,0.00014297826,0.00018399357,0.00023375617,0.00023129708],"domain_scores_gemma":[0.99955434,0.00006505113,0.000068861475,0.00021407662,0.000019468496,0.000078212724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004984742,0.00008638808,0.0001291977,0.000064705244,0.0006717001,0.00007284668,0.00016693835,0.0000817546,0.00052124535],"category_scores_gemma":[0.00008422374,0.00009475319,0.000025842874,0.00009560407,0.00020541431,0.00012660823,0.00013505842,0.00019597834,0.00007405958],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055052617,0.0048379824,0.56558496,0.0006185505,0.00013994142,0.0000053674944,0.28403506,3.213755e-7,0.041594382,0.002590655,0.0005092846,0.10002844],"study_design_scores_gemma":[0.0011967338,0.00013913379,0.94275314,0.0012232525,0.00037727592,0.0000010794844,0.037241917,0.00044789212,0.00070822285,0.0006553358,0.014634133,0.0006219111],"about_ca_topic_score_codex":0.00009067614,"about_ca_topic_score_gemma":0.00028039026,"teacher_disagreement_score":0.37716815,"about_ca_system_score_codex":0.00016208233,"about_ca_system_score_gemma":0.000026443726,"threshold_uncertainty_score":0.5707271},"labels":[],"label_agreement":null},{"id":"W4409241576","doi":"10.1002/tl.20653","title":"Disrupting the Norm: Looking for Magical Spaces in Science","year":2025,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Norm (philosophy); Sociology; Science education; Higher education; Mathematics education; Epistemology; Psychology; Pedagogy; Political science; Philosophy","score_opus":0.16470762994873608,"score_gpt":0.467885540814915,"score_spread":0.30317791086617896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409241576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84602773,0.000674301,0.018288868,0.027343364,0.0005748049,0.00067323976,0.0000016594605,0.00021285037,0.10620316],"genre_scores_gemma":[0.98837537,0.0002661655,0.0021797048,0.00013674793,0.00013738176,0.000043915956,0.000002895627,0.00000421526,0.008853601],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992821,0.00022491966,0.000096974516,0.00013859461,0.000077449775,0.00017996567],"domain_scores_gemma":[0.9987376,0.0010783175,0.000039357954,0.000077315664,0.00003380187,0.00003365196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0035191139,0.000045862536,0.000062112485,0.00013773153,0.0062724683,0.0002596918,0.00013953156,0.000033387325,0.000010575583],"category_scores_gemma":[0.0030056124,0.000038082784,0.00003219063,0.0002897108,0.00022244747,0.0001572447,0.000040133662,0.00036315568,6.957703e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011962767,0.00002044651,0.012456137,0.000014918939,0.0000033525996,2.5285422e-8,0.10569246,0.00016930491,0.0004620243,0.037265588,0.00023054147,0.8436732],"study_design_scores_gemma":[0.00024076732,0.000017795228,0.008146664,0.00009349375,0.0000111971685,4.2188907e-7,0.094754666,0.006774634,0.000006197549,0.0011951487,0.88868386,0.00007513677],"about_ca_topic_score_codex":0.004535987,"about_ca_topic_score_gemma":0.0061690877,"teacher_disagreement_score":0.8884533,"about_ca_system_score_codex":0.000088550914,"about_ca_system_score_gemma":0.00007634152,"threshold_uncertainty_score":0.9950212},"labels":[],"label_agreement":null},{"id":"W4409273038","doi":"10.1353/vcr.2024.a957146","title":"Noneventality, Narrative, and the Problem of the Climate Crisis","year":2024,"lang":"en","type":"article","venue":"Victorian review","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Narrative; History; Climatology; Literature; Geology; Art","score_opus":0.2314139883739022,"score_gpt":0.45850408563143336,"score_spread":0.22709009725753115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409273038","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004072471,0.4676962,0.000019387264,0.3850258,0.0012219616,0.002458227,0.000047980975,0.0001150904,0.13934287],"genre_scores_gemma":[0.23559415,0.7629217,0.000035263827,0.0010231215,0.000119957134,0.00004488706,0.000003414635,0.000004836776,0.00025267838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988707,0.0006352133,0.00017495827,0.00008077686,0.00015642136,0.000081939324],"domain_scores_gemma":[0.9995438,0.00012023196,0.000057832232,0.00021445742,0.00004084953,0.000022859698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016352019,0.000048159553,0.00012626687,0.00001017221,0.0003330013,0.00005159116,0.00023084645,0.000025231815,0.0005725737],"category_scores_gemma":[0.000037980877,0.000023704244,0.00008502896,0.00030642867,0.00024296931,0.00006774868,0.00010105755,0.000081032464,0.00002423382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008999271,0.000034750556,0.00058894214,0.005228693,0.00003998701,2.8352508e-7,0.27159917,6.253226e-8,0.000047918653,0.63642204,0.019925678,0.0661035],"study_design_scores_gemma":[0.000059253216,0.000003115076,0.00027801757,0.0017542999,0.000036712943,5.742698e-7,0.0037059507,0.0000026763423,0.0000015528198,0.0017988167,0.99232465,0.0000344086],"about_ca_topic_score_codex":0.00028343903,"about_ca_topic_score_gemma":0.0014625665,"teacher_disagreement_score":0.97239894,"about_ca_system_score_codex":0.00002661892,"about_ca_system_score_gemma":0.000030181913,"threshold_uncertainty_score":0.62692803},"labels":[],"label_agreement":null},{"id":"W4409400811","doi":"10.5539/jsd.v18n3p75","title":"Beyond Entertainment and Philosophy: Climate Crisis and Social Responsibility in Eason Chan&amp;#39;s &amp;#34;Fear and Dreams&amp;#34; Concert","year":2025,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entertainment; Environmental ethics; Sociology; Economics; Political science; Philosophy; Law","score_opus":0.13297212377149703,"score_gpt":0.3968211052564576,"score_spread":0.26384898148496055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409400811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97581834,0.0014521963,0.00005709611,0.017682593,0.00012351928,0.00041123296,0.000005633072,0.000016053971,0.0044333236],"genre_scores_gemma":[0.98505753,0.010424822,0.0017930145,0.0010089513,0.000103234444,0.000023688965,0.000017149532,0.000012288364,0.001559297],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976911,0.0004955022,0.00065346365,0.00026773944,0.00040796277,0.00048424577],"domain_scores_gemma":[0.9987717,0.00020571139,0.0002947142,0.00016730974,0.00040007674,0.00016047001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036410494,0.00019223879,0.00039295686,0.00042202338,0.0009763992,0.00021908506,0.00020518205,0.00016099197,0.00013417011],"category_scores_gemma":[0.00026589178,0.00018807317,0.000050835217,0.0003644409,0.00029115655,0.0003625262,0.00034537198,0.0003135038,0.0000034935908],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023489587,0.000780502,0.20720397,0.0013927472,0.00022073046,0.0000550802,0.70488226,0.0000041657304,0.0007970867,0.046800204,0.0046675284,0.030846749],"study_design_scores_gemma":[0.0022243436,0.00007655279,0.20550579,0.00028123392,0.000048261412,0.000015876249,0.275517,0.000004017106,0.000028941447,0.022572463,0.49331632,0.00040920463],"about_ca_topic_score_codex":0.0005287441,"about_ca_topic_score_gemma":0.0030002573,"teacher_disagreement_score":0.4886488,"about_ca_system_score_codex":0.0012650765,"about_ca_system_score_gemma":0.00048503687,"threshold_uncertainty_score":0.7669401},"labels":[],"label_agreement":null},{"id":"W4409462505","doi":"10.1017/pub.2024.69","title":"Climate Futures at Play: Performing Environmental Public Humanities","year":2025,"lang":"en","type":"article","venue":"Public humanities.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Scheme for Promotion of Academic and Research Collaboration; York University; University of Minnesota","keywords":"Futures contract; Humanities; Climate change; Political science; Art; Economics; Oceanography; Geology; Financial economics","score_opus":0.37132017067575485,"score_gpt":0.3821066749180371,"score_spread":0.01078650424228228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409462505","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29923043,0.00088192354,0.0000056200706,0.005243114,0.00064594886,0.00027439932,0.000072123854,0.00028280693,0.6933636],"genre_scores_gemma":[0.9505993,0.00724983,0.000025554738,0.0026754127,0.00047090504,0.00011575702,0.00041048176,0.00002182316,0.038430907],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804366,0.0002750751,0.00031958864,0.00026777465,0.0004185536,0.00067537924],"domain_scores_gemma":[0.99912035,0.00016059571,0.000121501085,0.0004412542,0.000062374376,0.00009391047],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085614965,0.0001907559,0.00019547528,0.0003623125,0.005526174,0.00085146923,0.0006795806,0.00014882593,0.022510363],"category_scores_gemma":[0.000099304365,0.00020721073,0.00011477177,0.0001827746,0.0008056577,0.0008930575,0.00049760134,0.00024101885,0.00041790842],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012631995,0.00018429745,0.010150238,0.000061434795,0.000046663932,0.0000019342535,0.12403323,2.8270736e-7,0.00017162431,0.79783946,0.015696637,0.05180155],"study_design_scores_gemma":[0.00019013758,0.000014050982,0.00549353,0.000020424748,0.000011777087,0.0000010974513,0.11339432,0.000021197142,0.000012923436,0.0006483009,0.87999284,0.0001993869],"about_ca_topic_score_codex":0.00042778323,"about_ca_topic_score_gemma":0.025538906,"teacher_disagreement_score":0.8642962,"about_ca_system_score_codex":0.0009655705,"about_ca_system_score_gemma":0.000107669424,"threshold_uncertainty_score":0.9957685},"labels":[],"label_agreement":null},{"id":"W4409509765","doi":"10.1002/sd.3480","title":"Management Responses to Climate Change: An Analysis of Scholarly Recommendations","year":2025,"lang":"en","type":"article","venue":"Sustainable Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Deutscher Akademischer Austauschdienst","keywords":"Climate change; Environmental resource management; Environmental planning; Natural resource economics; Political science; Environmental science; Economics; Ecology; Biology","score_opus":0.23695205955621176,"score_gpt":0.46277924907943924,"score_spread":0.22582718952322747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409509765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7262392,0.00022584992,0.0018763213,0.042763393,0.00028578684,0.002028256,0.00003219679,0.00022718916,0.2263218],"genre_scores_gemma":[0.9497173,0.0034122772,0.010707173,0.0018654325,0.000023958437,0.00058905856,0.00024141074,0.000009786031,0.033433605],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863905,0.00031375085,0.00028282384,0.00019898875,0.00023066053,0.00033470418],"domain_scores_gemma":[0.9989263,0.000067763416,0.00007096798,0.0003615007,0.0004745879,0.00009890271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020246303,0.00008084298,0.00015700402,0.0013604645,0.0009178844,0.0002086877,0.00038102327,0.000053448854,0.00060361635],"category_scores_gemma":[0.00014080558,0.00009116126,0.000045349756,0.003041419,0.000044037988,0.00058588735,0.0002774678,0.00006468766,0.00002187667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014343303,0.00035134464,0.03601544,0.00015663658,0.00041048438,0.0000071877857,0.19037515,0.000024022554,0.000020109092,0.45068428,0.0010349569,0.32077694],"study_design_scores_gemma":[0.00009627987,0.000011603112,0.24617615,0.00003562926,0.0001015912,1.5232485e-8,0.21754457,0.000021560458,0.00001653514,0.0002848733,0.5356138,0.00009744354],"about_ca_topic_score_codex":0.0008951783,"about_ca_topic_score_gemma":0.0036867568,"teacher_disagreement_score":0.5345788,"about_ca_system_score_codex":0.00061481417,"about_ca_system_score_gemma":0.00015473927,"threshold_uncertainty_score":0.7059718},"labels":[],"label_agreement":null},{"id":"W4409523318","doi":"10.1080/28324765.2025.2490524","title":"Towards a unified conceptual framework of eco-anxiety: mapping eco-anxiety through a scoping review","year":2025,"lang":"en","type":"review","venue":"Cogent Mental Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université Laval","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Anxiety; Psychology; Conceptual framework; Cognitive science; Psychotherapist; Sociology; Social science; Psychiatry","score_opus":0.49008729810188545,"score_gpt":0.5442231434556589,"score_spread":0.05413584535377347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409523318","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018445055,0.97335804,0.00018125812,0.0031601572,0.0009819603,0.0052778595,0.0003723523,0.0001043768,0.016562132],"genre_scores_gemma":[0.000007874473,0.9928289,0.0012712285,0.0036326435,0.00024045586,0.00031275034,0.0012351781,0.000033966702,0.00043702536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99458796,0.0019549269,0.0016152932,0.0005744041,0.00063917297,0.00062825263],"domain_scores_gemma":[0.99715483,0.0003411683,0.001278266,0.0008359409,0.00013697644,0.00025282594],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022960447,0.00044259743,0.002290347,0.00013369205,0.0009468504,0.00005265687,0.0009261695,0.00044041386,0.0023915065],"category_scores_gemma":[0.00028960124,0.00043098017,0.0007508631,0.0011471981,0.00042112204,0.00014925853,0.000412384,0.00064235064,0.00011114366],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028235968,0.00008318654,0.0000054599313,0.15730564,0.000045217042,2.0179841e-7,0.015145473,2.5874964e-8,5.535692e-8,0.004628518,0.0038913123,0.81889206],"study_design_scores_gemma":[0.000080471174,0.00002402295,8.003733e-7,0.38583305,0.000082040366,0.0000018340505,0.003229946,3.6761836e-7,1.0855055e-7,0.00008529969,0.610466,0.000196058],"about_ca_topic_score_codex":0.0012455295,"about_ca_topic_score_gemma":0.0012817039,"teacher_disagreement_score":0.818696,"about_ca_system_score_codex":0.0015030616,"about_ca_system_score_gemma":0.003976864,"threshold_uncertainty_score":0.9998142},"labels":[],"label_agreement":null},{"id":"W4409665166","doi":"10.31234/osf.io/8br26_v1","title":"Political orientation and climate concern shape visual attention to climate change","year":2017,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Biology and political orientation; Climate change; Politics; Orientation (vector space); Political economy of climate change; Political science; Natural resource economics; Geography; Environmental resource management; Environmental science; Economics; Geology; Geometry","score_opus":0.5704879295586559,"score_gpt":0.5420086593418485,"score_spread":0.028479270216807406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409665166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70825064,0.00017133409,0.00012106514,0.030665359,0.0019115634,0.0018915879,0.00028764235,0.00039091276,0.2563099],"genre_scores_gemma":[0.98644954,0.009774674,0.0003073683,0.0013804856,0.0010067567,0.00023542799,0.00050101854,0.000025096966,0.00031961774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979546,0.00029037148,0.00030385,0.00048357082,0.0003540698,0.00061351917],"domain_scores_gemma":[0.9986156,0.00008092047,0.00021373962,0.00049795135,0.00022213478,0.00036961332],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010430486,0.00020673123,0.0002681929,0.0001368669,0.0012923907,0.0006390352,0.00039908406,0.00036181076,0.0009648679],"category_scores_gemma":[0.00016666506,0.00021793756,0.00008997515,0.00006446548,0.00030377237,0.00029514552,0.001164613,0.000281685,0.00035156074],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010220267,0.00017333197,0.07130941,0.00036131407,0.000025763971,0.000003430196,0.037470944,3.6014535e-7,0.00023282655,0.7217199,0.0004329215,0.16816759],"study_design_scores_gemma":[0.0016501135,0.00033345484,0.82139164,0.001683093,0.00029133863,0.0000061709547,0.07290333,0.005791515,0.000029074621,0.011001464,0.08260457,0.0023142195],"about_ca_topic_score_codex":0.003563546,"about_ca_topic_score_gemma":0.008903731,"teacher_disagreement_score":0.75008225,"about_ca_system_score_codex":0.0002465811,"about_ca_system_score_gemma":0.00005137676,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W4409826619","doi":"10.3389/phrs.2025.1607130","title":"Engaging Scientists in Science Policy: Experiences From Canada","year":2025,"lang":"en","type":"article","venue":"Public health reviews","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"MEDLINE; Political science; Engineering ethics; Medicine; Medical education; Engineering; Law","score_opus":0.6393959139610317,"score_gpt":0.5653907767917171,"score_spread":0.07400513716931456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409826619","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2274331,0.029043121,0.00010372716,0.60149133,0.0018337481,0.0011859713,0.00001379552,0.00007236468,0.13882281],"genre_scores_gemma":[0.9089859,0.06162456,0.00032715,0.028297199,0.00013196448,0.0001838218,0.000015402076,0.0000031827944,0.0004307798],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974912,0.00088511093,0.00041956443,0.0002621221,0.00038736415,0.00055465696],"domain_scores_gemma":[0.9989795,0.00014719371,0.00013452195,0.0003690155,0.000088082976,0.00028168166],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008097981,0.00007064558,0.00021080457,0.00034036176,0.001521686,0.00023440417,0.00080752524,0.00002547162,0.00034462602],"category_scores_gemma":[0.0031202622,0.00006654822,0.000022871573,0.003439988,0.00047175234,0.0003663408,0.00012617935,0.00014507516,0.00001486128],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[4.1842952e-7,0.000027946493,0.008612069,0.000038516908,5.167312e-7,1.8378148e-7,0.17356251,9.432249e-8,0.000013096634,0.011120842,0.008580738,0.7980431],"study_design_scores_gemma":[0.00005001338,0.00000167767,0.018331157,0.0001072194,2.4820125e-7,4.6476778e-8,0.02918883,0.000024720961,7.8515455e-7,0.00011791075,0.95212424,0.00005315349],"about_ca_topic_score_codex":0.96019846,"about_ca_topic_score_gemma":0.9840744,"teacher_disagreement_score":0.9435435,"about_ca_system_score_codex":0.0021309054,"about_ca_system_score_gemma":0.011595024,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W4410024883","doi":"10.55016/pbgrc.v1i1.81402","title":"Visualizing Environmental Racism to Raise Public Awareness","year":2025,"lang":"en","type":"article","venue":"Peer Beyond Graduate Research Conference","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Racism; Environmental justice; Environmental planning; Environmental ethics; Sociology; Environmental science; Gender studies; Philosophy","score_opus":0.8158769997539203,"score_gpt":0.6009821182753149,"score_spread":0.21489488147860536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410024883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5323747,0.00022036154,0.0012783073,0.19939606,0.00044814308,0.0009649442,0.00006934165,0.00017347602,0.2650747],"genre_scores_gemma":[0.9756252,0.0025435674,0.00013076823,0.0005139494,0.00008613988,0.0001598678,0.00010022547,0.00001059133,0.020829685],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959825,0.0011802177,0.00023004838,0.00037759333,0.0015215161,0.0007080725],"domain_scores_gemma":[0.9979671,0.00046755697,0.000035404835,0.0005388769,0.00064504176,0.0003460236],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0048352885,0.00012399947,0.00016632625,0.0004982053,0.0017758603,0.0006285246,0.00095452333,0.00010533212,0.0018788233],"category_scores_gemma":[0.0014513243,0.00013062423,0.000057837948,0.0009576402,0.00057053484,0.0003227399,0.0005590158,0.0004410276,0.000784431],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007297229,0.00046831198,0.015951227,0.00006316214,0.000041380852,0.000008855982,0.087331906,0.0000019756835,0.009858452,0.31045637,0.046740573,0.5290048],"study_design_scores_gemma":[0.00036034983,0.000044904544,0.026506023,0.00008321421,0.0000065671943,5.730112e-7,0.039089095,0.00030515605,0.00038197762,0.017849492,0.91509205,0.00028058141],"about_ca_topic_score_codex":0.0020353105,"about_ca_topic_score_gemma":0.004345655,"teacher_disagreement_score":0.8683515,"about_ca_system_score_codex":0.00037965312,"about_ca_system_score_gemma":0.00054063473,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W4410094174","doi":"10.1038/s44168-025-00240-7","title":"‘Sensemaking’ climate change: navigating policy, polarization and the culture wars","year":2025,"lang":"en","type":"article","venue":"npj Climate Action","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Community College; University of British Columbia","funders":"Mitacs","keywords":"Sensemaking; Climate change; Political science; Culture change; Polarization (electrochemistry); Sociology; Public relations; Social science; Geology; Oceanography","score_opus":0.29448778196446523,"score_gpt":0.49853279089834135,"score_spread":0.20404500893387612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410094174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5829949,0.003277945,0.0002548985,0.17997083,0.0022139302,0.0025702096,0.00009723296,0.0010102035,0.22760984],"genre_scores_gemma":[0.9568895,0.039835468,0.000121475525,0.0023167206,0.00042155062,0.00007177053,0.00008290406,0.000011306114,0.00024932175],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99861574,0.00044904946,0.00022271539,0.00019219096,0.00020159937,0.00031872877],"domain_scores_gemma":[0.9992688,0.00014104582,0.0001708972,0.0002488869,0.00012195945,0.00004845618],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010970869,0.00011751811,0.00014355303,0.000088519504,0.0021345231,0.00024702106,0.00016653453,0.00016905252,0.000063496314],"category_scores_gemma":[0.00022997241,0.000093416966,0.000058774058,0.00060214446,0.00038292774,0.0004126398,0.0001319801,0.0002713917,0.000030250709],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024851604,0.000080249905,0.030533724,0.00025242378,0.00003121611,7.4848896e-7,0.20832813,0.0000030357778,0.0028401695,0.3350177,0.0005410295,0.42212304],"study_design_scores_gemma":[0.006095725,0.00010625312,0.2444673,0.0017075877,0.00036044832,0.000021481292,0.35953295,0.0065368083,0.00041631947,0.02548032,0.35409304,0.0011817648],"about_ca_topic_score_codex":0.0025200283,"about_ca_topic_score_gemma":0.0018140232,"teacher_disagreement_score":0.42094126,"about_ca_system_score_codex":0.00017683045,"about_ca_system_score_gemma":0.00003152363,"threshold_uncertainty_score":0.9991646},"labels":[],"label_agreement":null},{"id":"W4410125114","doi":"10.7202/1117119ar","title":"Inquiétudes climatiques et intentions de fécondité dans la presse écrite francophone : une étude exploratoire","year":2025,"lang":"fr","type":"article","venue":"Frontières","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Geography","score_opus":0.14090852476896845,"score_gpt":0.4073062473275474,"score_spread":0.26639772255857896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410125114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44255218,0.034052856,0.014322027,0.14260438,0.0052091926,0.0008447917,0.00035656246,0.00053853187,0.35951948],"genre_scores_gemma":[0.89692605,0.085987665,0.001817298,0.0015742587,0.00028956105,0.00018840941,0.00014153266,0.000028635357,0.013046622],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972045,0.0013536728,0.00042668617,0.00030962483,0.00028085068,0.0004247068],"domain_scores_gemma":[0.99856895,0.0004179926,0.00014820548,0.0005271288,0.00020723135,0.00013051154],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009971289,0.00023533078,0.00031110822,0.0001626403,0.0007232715,0.00026087742,0.00062357006,0.00031630608,0.0009666891],"category_scores_gemma":[0.00031382177,0.0002619723,0.00018073221,0.0008814864,0.0010742384,0.00066257635,0.00027730176,0.0004112304,0.00016555625],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005777951,0.00092859066,0.019467913,0.0003682058,0.00017793324,0.0000118137405,0.6070763,0.000063315805,0.004715562,0.22426023,0.08203644,0.06083593],"study_design_scores_gemma":[0.0005683409,0.00005558521,0.15511025,0.0013485741,0.00010782111,0.0000026423602,0.16390653,0.00079987064,0.00026598317,0.016330602,0.6611339,0.00036994056],"about_ca_topic_score_codex":0.0064131166,"about_ca_topic_score_gemma":0.15806535,"teacher_disagreement_score":0.57909745,"about_ca_system_score_codex":0.0002671754,"about_ca_system_score_gemma":0.00027620106,"threshold_uncertainty_score":0.99998325},"labels":[],"label_agreement":null},{"id":"W4410178180","doi":"10.3897/rio.11.e152859","title":"Ecology for a social revolution: Re-defining the role of ecological and environmental science professionals and their responsibilities towards society","year":2025,"lang":"en","type":"article","venue":"Research Ideas and Outcomes","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; University of Ottawa; The Scarborough Hospital; University of Toronto","funders":"University of Toronto; Koneen Säätiö; Consejo Nacional de Investigaciones Científicas y Técnicas","keywords":"Ecology; Environmental ethics; Sociology; Citizen science; Biology","score_opus":0.31495467637030117,"score_gpt":0.5232507916656425,"score_spread":0.2082961152953413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410178180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96623534,0.0019885004,0.0000027159076,0.02863455,0.000034116074,0.00039537894,0.00003522472,0.000008923454,0.0026652254],"genre_scores_gemma":[0.9952319,0.0035156459,0.00010856928,0.00025204514,0.000023703089,0.00006408229,0.0000037634866,0.0000019886247,0.0007982911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987628,0.00048738022,0.00013245294,0.00016657278,0.00021295373,0.00023782748],"domain_scores_gemma":[0.9978261,0.0019076782,0.000036655918,0.00010445019,0.00007888548,0.000046255333],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00562665,0.000052501277,0.00013331076,0.00006275777,0.0026733861,0.00006169457,0.00017503937,0.00008171395,0.00005893262],"category_scores_gemma":[0.0010359926,0.0000323138,0.000040971892,0.00015944618,0.003355735,0.00009266478,0.00039327628,0.00014377323,3.7446614e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014459914,0.00015380287,0.29904872,0.00008580123,0.000034271423,1.10371445e-7,0.13453247,1.6290595e-7,0.0019788437,0.49001095,0.0014928629,0.07251741],"study_design_scores_gemma":[0.00021724557,0.00005255579,0.6790333,0.000016222619,0.000003882174,2.3879903e-7,0.25269017,0.00016632487,0.00003977441,0.050511383,0.017225062,0.00004387171],"about_ca_topic_score_codex":0.00020754329,"about_ca_topic_score_gemma":0.0006860051,"teacher_disagreement_score":0.43949956,"about_ca_system_score_codex":0.00009908365,"about_ca_system_score_gemma":0.00024968848,"threshold_uncertainty_score":0.99935657},"labels":[],"label_agreement":null},{"id":"W4410189576","doi":"10.1007/s11625-025-01685-9","title":"Toward adaptive climate communication and an expanded frame theory: lessons from environmental organizations","year":2025,"lang":"en","type":"article","venue":"Sustainability Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Balsillie School of International Affairs; University of Waterloo","funders":"","keywords":"Landscape ecology; Sustainable development; Environmental resource management; Frame (networking); Climate change; Environmental planning; Nature Conservation; Political science; Business; Geography; Computer science; Environmental science; Ecology; Biology; Telecommunications","score_opus":0.14871503130089875,"score_gpt":0.4458357569680591,"score_spread":0.29712072566716036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410189576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97174865,0.00027759315,0.0021561307,0.013689041,0.00009794782,0.0005865949,0.000056524277,0.00012278397,0.011264709],"genre_scores_gemma":[0.996846,0.0018340327,0.00074526155,0.000322934,0.000020459782,0.0000312823,0.000048761944,0.0000043805453,0.00014685621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99826705,0.0007076444,0.00015805065,0.000295246,0.000248848,0.0003231345],"domain_scores_gemma":[0.9985416,0.00034973383,0.000064300395,0.0006715572,0.00022890534,0.00014393662],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0024480629,0.00008711425,0.00010293463,0.00011255331,0.0024535817,0.0002214322,0.00065830763,0.00007574194,0.00028356139],"category_scores_gemma":[0.0013912852,0.00009109616,0.000018147262,0.00085462414,0.003124006,0.0010101212,0.0004369501,0.00014147778,0.000007220596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031764564,0.0002658371,0.078931645,0.000010641187,0.000004690905,1.3404099e-7,0.21845141,0.000008104892,0.00058587565,0.66841364,0.000028030752,0.03326823],"study_design_scores_gemma":[0.00018496327,0.00002677058,0.26286668,0.000016296839,0.000016658196,1.6953108e-7,0.5428781,0.00058979826,0.000078003555,0.18880203,0.004375145,0.00016540832],"about_ca_topic_score_codex":0.0017830987,"about_ca_topic_score_gemma":0.0012747402,"teacher_disagreement_score":0.4796116,"about_ca_system_score_codex":0.00079556037,"about_ca_system_score_gemma":0.00042214265,"threshold_uncertainty_score":0.9995889},"labels":[],"label_agreement":null},{"id":"W4410193044","doi":"10.1038/s44168-025-00251-4","title":"Machine learning identifies key individual and nation-level factors predicting climate-relevant beliefs and behaviors","year":2025,"lang":"en","type":"article","venue":"npj Climate Action","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Templeton World Charity Foundation; Australian Research Council; Austrian Science Fund; Deutsche Forschungsgemeinschaft; York University","keywords":"Variance (accounting); Ranking (information retrieval); Psychology; Climate change; Action (physics); Social psychology; Rank (graph theory); Computer science; Ecology; Machine learning; Economics; Mathematics","score_opus":0.3482269262695535,"score_gpt":0.4354819688518453,"score_spread":0.08725504258229183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410193044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917439,0.0003917693,0.000034246703,0.0011126171,0.0004926209,0.00024304826,0.0000978835,0.00021130184,0.005672575],"genre_scores_gemma":[0.9679551,0.031080185,0.0000937,0.00006995998,0.00007650394,0.000022385115,0.00032206406,0.000012672021,0.00036742355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861854,0.00025484635,0.00028643932,0.00025779486,0.00028381572,0.00029858123],"domain_scores_gemma":[0.99923414,0.0002780747,0.00017091107,0.00013644791,0.00010249488,0.0000779379],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010268836,0.00014005382,0.00015637309,0.00023880301,0.0021270139,0.0003458862,0.0001296408,0.00016774863,0.00017665888],"category_scores_gemma":[0.00031829317,0.0001453305,0.00003740284,0.00026582193,0.00018360223,0.00056429964,0.00019120755,0.00030054274,0.000010231214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029572371,0.00007793129,0.9073715,0.00015336701,0.00002738484,5.596578e-7,0.05215326,0.000010058387,0.0037495014,0.0030061242,0.00008310975,0.03333759],"study_design_scores_gemma":[0.00050699816,0.000049115853,0.92046624,0.00016765036,0.00011325112,0.0000021444123,0.06417048,0.00079740025,0.00025268976,0.0003586006,0.012860791,0.0002546108],"about_ca_topic_score_codex":0.0025078554,"about_ca_topic_score_gemma":0.008565816,"teacher_disagreement_score":0.033082977,"about_ca_system_score_codex":0.00011824536,"about_ca_system_score_gemma":0.00002787411,"threshold_uncertainty_score":0.9991721},"labels":[],"label_agreement":null},{"id":"W4410210205","doi":"10.1503/jpn.240156","title":"Providing a taxonomy for social cognition: how to bridge the gap between expert opinion, empirical data, and theoretical models","year":2025,"lang":"en","type":"article","venue":"Journal of Psychiatry and Neuroscience","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Bridge (graph theory); Taxonomy (biology); Cognition; Expert opinion; Empirical research; Data science; Psychology; Computer science; Cognitive psychology; Management science; Epistemology; Engineering; Ecology; Biology","score_opus":0.6588223330742111,"score_gpt":0.5124501710791645,"score_spread":0.14637216199504666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410210205","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.098108776,0.00092578057,0.07665974,0.81881756,0.0021545165,0.00086170767,0.00009919756,0.00002078711,0.0023519285],"genre_scores_gemma":[0.99095,0.0016699389,0.0012056074,0.005299025,0.00082590827,0.0000147160135,0.000002356703,0.0000029583255,0.000029529685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999179,0.00019161588,0.00016868996,0.00015311758,0.00017240692,0.00013519284],"domain_scores_gemma":[0.9993206,0.0002680989,0.00010347938,0.00012531434,0.000092394206,0.00009006301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012020777,0.00005811133,0.000106799205,0.00005888461,0.0011576512,0.00024479578,0.00046252043,0.000042596293,0.0000051795832],"category_scores_gemma":[0.0002860248,0.000041900483,0.000032646985,0.00021889296,0.0005428471,0.00038273976,0.00014227658,0.00012986962,1.5851822e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039739077,0.0003539427,0.025119616,0.00011620442,0.000026750584,8.728679e-7,0.040059928,0.0000054163315,0.0014736105,0.6696611,0.17401053,0.08877464],"study_design_scores_gemma":[0.0011601549,0.0004359115,0.041168477,0.00023839943,0.00006851763,0.00002289951,0.019961426,0.0029653923,0.000029977806,0.102590576,0.8310465,0.00031172772],"about_ca_topic_score_codex":0.0000048357865,"about_ca_topic_score_gemma":0.000032759075,"teacher_disagreement_score":0.89284116,"about_ca_system_score_codex":0.000011960541,"about_ca_system_score_gemma":0.00016523545,"threshold_uncertainty_score":0.8903834},"labels":[],"label_agreement":null},{"id":"W4410453739","doi":"10.1007/978-3-031-88785-7_12","title":"Building New Relationships Through Informal Science: Case Studies of Urban Science Clubs and an Inuit-Led Water Stewardship Project","year":2025,"lang":"en","type":"book-chapter","venue":"Contemporary trends and issues in science education","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Stewardship (theology); Environmental planning; Environmental resource management; Environmental science; Political science","score_opus":0.4234708493500157,"score_gpt":0.5123766739491077,"score_spread":0.08890582459909196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410453739","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38649702,0.008736781,0.0000076002566,0.0036499558,0.0015199541,0.00082188525,0.00002603878,0.000078252,0.5986625],"genre_scores_gemma":[0.92956126,0.0037417833,0.0016399124,0.000084366264,0.0002226354,0.000018801415,0.000019508845,0.000009347103,0.06470239],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9973492,0.00011307427,0.00060652435,0.0006901867,0.00084788405,0.00039311903],"domain_scores_gemma":[0.9979524,0.00015428428,0.00031205444,0.00057448976,0.0008012534,0.00020552638],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0057293256,0.00024906624,0.0003708614,0.0021508506,0.002620476,0.00052485074,0.0008256096,0.00016159774,0.000056069548],"category_scores_gemma":[0.00082033395,0.0002106493,0.00003627901,0.001561177,0.010402186,0.0050087795,0.00047095458,0.0003542388,0.0000015971639],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002127269,0.00005899762,0.0023558987,0.00008229785,0.00000576631,0.0000035283185,0.5630008,5.9251903e-7,0.0005235896,0.32907313,0.00076802896,0.10410613],"study_design_scores_gemma":[0.0013567822,0.00081767765,0.009948955,0.0036024132,0.00012882838,0.00013876198,0.5214274,0.00042073245,0.0012526294,0.07290278,0.38587397,0.0021290965],"about_ca_topic_score_codex":0.003515792,"about_ca_topic_score_gemma":0.00399253,"teacher_disagreement_score":0.54306424,"about_ca_system_score_codex":0.0004427219,"about_ca_system_score_gemma":0.007261971,"threshold_uncertainty_score":0.99867797},"labels":[],"label_agreement":null},{"id":"W4410598341","doi":"10.1037/emo0001546","title":"Emotions and climate change: The role of emotion regulation in climate action.","year":2025,"lang":"en","type":"article","venue":"Emotion","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Thompson Rivers University","funders":"Thompson Rivers University","keywords":"Psychology; Climate change; Action (physics); Cognitive psychology; Social psychology","score_opus":0.2525685445525538,"score_gpt":0.4296192641658236,"score_spread":0.1770507196132698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410598341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94124925,0.0005220784,0.00024472503,0.011686235,0.00042073493,0.0006886419,0.000016884802,0.00009173571,0.045079727],"genre_scores_gemma":[0.9846715,0.014860359,0.0000706064,0.0001013812,0.00009717318,0.00003222608,0.0000484018,0.000005035181,0.00011336779],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99891096,0.00038780645,0.00023592981,0.00013931548,0.00014853667,0.00017742378],"domain_scores_gemma":[0.9994465,0.00009079965,0.000124064,0.00021894301,0.00009440187,0.000025260078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010266702,0.00007067324,0.000099269484,0.00019726799,0.00057591556,0.000047786063,0.000113264905,0.0001042455,0.00016545937],"category_scores_gemma":[0.000089614194,0.000064927524,0.000036853995,0.0005501877,0.0001519779,0.0003446031,0.00006315395,0.00011150166,0.000015211152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004362491,0.00017087629,0.08343719,0.000105598505,0.000008084233,9.335587e-8,0.046752762,0.0000357042,0.0030671437,0.19649854,0.000102940605,0.66977745],"study_design_scores_gemma":[0.0002420108,0.000016023416,0.9519628,0.00016117029,0.000016314896,4.992764e-7,0.02464395,0.0025201628,0.00009402808,0.008191021,0.012076742,0.0000752559],"about_ca_topic_score_codex":0.0009957204,"about_ca_topic_score_gemma":0.005489035,"teacher_disagreement_score":0.8685256,"about_ca_system_score_codex":0.00011386382,"about_ca_system_score_gemma":0.00001839922,"threshold_uncertainty_score":0.4429535},"labels":[],"label_agreement":null},{"id":"W4410611977","doi":"10.1177/09567976251335585","title":"What We Think Others Think and Do About Climate Change: A Multicountry Test of Pluralistic Ignorance and Public-Consensus Messaging","year":2025,"lang":"en","type":"article","venue":"Psychological Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"Leibniz-Institut für Psychologie","keywords":"Ignorance; Generalizability theory; Climate change; Scientific consensus; Psychology; Social psychology; Political science; Global warming; Developmental psychology; Law; Ecology","score_opus":0.31114995043031574,"score_gpt":0.4833775970800758,"score_spread":0.1722276466497601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410611977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090127,0.0053943903,0.00002297445,0.050094444,0.00045872992,0.00042075707,0.000016084901,0.000103443024,0.03447648],"genre_scores_gemma":[0.92632115,0.071543716,0.00038112685,0.0016336254,0.000030586558,0.000016627864,0.0000010365158,0.000003018606,0.0000691077],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99849045,0.0001652907,0.00021871377,0.0004107259,0.0003182037,0.00039661655],"domain_scores_gemma":[0.9986864,0.00058535504,0.00012155701,0.00031747873,0.00014160322,0.00014762366],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018897412,0.00010915293,0.00016908249,0.00012482422,0.00095296494,0.00056954625,0.0005100998,0.00010106269,0.00014764364],"category_scores_gemma":[0.0010614481,0.00008627894,0.000025381054,0.0008776158,0.0033333849,0.0005449342,0.00019487273,0.00015794246,0.0000068031486],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075338605,0.00057103584,0.18360236,0.00021797656,0.000010827296,0.0000054482125,0.13445434,0.0000014183992,0.0073915604,0.17967744,0.00030644448,0.4936858],"study_design_scores_gemma":[0.0014435508,0.0001685146,0.78622913,0.0012876539,0.000037914353,0.0000116318315,0.15793154,0.001959335,0.00004671938,0.025539013,0.024695214,0.0006497802],"about_ca_topic_score_codex":0.00028467752,"about_ca_topic_score_gemma":0.00048093958,"teacher_disagreement_score":0.6026268,"about_ca_system_score_codex":0.000052570933,"about_ca_system_score_gemma":0.000028168819,"threshold_uncertainty_score":0.999379},"labels":[],"label_agreement":null},{"id":"W4410826344","doi":"10.1038/d41586-025-01439-8","title":"‘A funeral for our careers’: Trump’s science cuts spill onto Canadian turf","year":2025,"lang":"en","type":"article","venue":"Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Stephen's University","funders":"","keywords":"Political science","score_opus":0.19170620256716692,"score_gpt":0.4664968621127925,"score_spread":0.2747906595456256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410826344","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17714892,0.0014416347,0.00001734206,0.18965982,0.003962787,0.0008927349,0.00016139346,0.0001401921,0.6265752],"genre_scores_gemma":[0.9853371,0.00022316822,0.00020147162,0.0063224225,0.0001970672,0.000020426973,0.00003402462,0.0000038982316,0.0076604337],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99919134,0.000039220653,0.00007638556,0.00016997255,0.00020876713,0.00031430167],"domain_scores_gemma":[0.9992861,0.000030067817,0.000024602994,0.00023781785,0.00025575285,0.00016562236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056286476,0.00006261919,0.000074293705,0.00018776343,0.0011586974,0.00013081156,0.0005525251,0.0004592129,0.00008716457],"category_scores_gemma":[0.00034998936,0.00006177389,0.000047267054,0.000577482,0.000116860414,0.0001323497,0.00003570577,0.00047897376,0.000017926675],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050432587,0.000056100518,0.013170259,0.00006189587,0.000021899583,0.0000019871652,0.07294184,0.000009554546,0.0049587167,0.46919,0.34427607,0.09526124],"study_design_scores_gemma":[0.00015932863,0.000009374323,0.020635832,0.000024178951,0.000006723481,1.5376e-7,0.013264518,0.000052750634,0.00004947321,0.0012104945,0.964493,0.0000942183],"about_ca_topic_score_codex":0.13127282,"about_ca_topic_score_gemma":0.9225114,"teacher_disagreement_score":0.80818814,"about_ca_system_score_codex":0.00060481054,"about_ca_system_score_gemma":0.0009523574,"threshold_uncertainty_score":0.8911881},"labels":[],"label_agreement":null},{"id":"W4410826352","doi":"10.1111/pops.70045","title":"Compensating personal climate response inefficacy with political conservatism?","year":2025,"lang":"en","type":"article","venue":"Political Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"University of Lethbridge","keywords":"Conservatism; Politics; Psychology; Social psychology; Political science; Law","score_opus":0.4262643195185073,"score_gpt":0.5498407864015332,"score_spread":0.12357646688302593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410826352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4599475,0.000036945457,0.00032133172,0.1834296,0.00018957107,0.00017003392,0.000022397351,0.0001306198,0.35575202],"genre_scores_gemma":[0.96912664,0.000057247667,0.00066281884,0.029521247,0.000121223464,0.00002392339,0.000015879645,0.000010010251,0.0004609943],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99719316,0.0011288591,0.00026972912,0.00027100308,0.00018700615,0.0009502475],"domain_scores_gemma":[0.99763286,0.0015841663,0.000040738618,0.00030042592,0.00013689822,0.00030492747],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010011977,0.0001200744,0.00021076761,0.00014178024,0.0005522151,0.000056971377,0.00027338142,0.0001715066,0.0012644301],"category_scores_gemma":[0.00086984085,0.00011249025,0.00005564643,0.00030503338,0.0013587801,0.000066457695,0.000075347125,0.00029480914,0.00021285554],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046554807,0.00012404732,0.018677438,0.00001105789,0.000010559113,0.0000048662914,0.0022923632,3.571053e-8,0.00018233873,0.97600555,0.00078990683,0.0014362849],"study_design_scores_gemma":[0.0025926935,0.00029799598,0.7264938,0.00021473995,0.000058682293,0.00003253799,0.027825382,0.00028268824,0.000018417259,0.03602647,0.2056748,0.0004817961],"about_ca_topic_score_codex":0.00071408384,"about_ca_topic_score_gemma":0.000693921,"teacher_disagreement_score":0.9399791,"about_ca_system_score_codex":0.00017849317,"about_ca_system_score_gemma":0.00016642382,"threshold_uncertainty_score":0.9996486},"labels":[],"label_agreement":null},{"id":"W4410868248","doi":"10.1007/s11077-025-09578-5","title":"Reactions to policy action: socio-political conditions of backlash to climate change policy","year":2025,"lang":"en","type":"article","venue":"Policy Sciences","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"H2020 European Research Council; European Commission","keywords":"Backlash; Context (archaeology); Action (physics); Politics; Public policy; Political science; Economics; Political economy; Empirical evidence; Perspective (graphical); Public economics; Sociology; Economic system; Economic growth; Law; Engineering; Epistemology","score_opus":0.5982948078640167,"score_gpt":0.5930094191807674,"score_spread":0.005285388683249237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410868248","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067752294,0.000018856932,0.00005844889,0.514227,0.00028717367,0.00050118787,0.00019484166,0.000130587,0.41682965],"genre_scores_gemma":[0.97824466,0.0009484103,0.00043066556,0.015643433,0.0016916498,0.00017667278,0.0000132469295,0.000008056846,0.002843198],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776244,0.00029604035,0.00036218096,0.00031644813,0.0004396017,0.0008232931],"domain_scores_gemma":[0.9984646,0.00036125304,0.00010048234,0.00038623225,0.0002317712,0.00045568537],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009799844,0.00014125824,0.00021413357,0.0022287655,0.002043625,0.00016516053,0.0007476188,0.00011862568,0.00042523388],"category_scores_gemma":[0.0019155301,0.00014546602,0.000110666726,0.0067138663,0.001117472,0.0004213119,0.00026198913,0.00012999994,0.00041040193],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005300623,0.00006703803,0.0018069829,0.000019008,0.0000047214035,8.473995e-8,0.01428943,0.0000058181436,0.0007646177,0.9753271,0.0019939805,0.0057159616],"study_design_scores_gemma":[0.00028870298,0.00017511254,0.10338766,0.0002448869,0.000024847934,0.0000029532534,0.056090876,0.00004897231,0.00040061527,0.07172503,0.76718134,0.00042898578],"about_ca_topic_score_codex":0.06439591,"about_ca_topic_score_gemma":0.010580936,"teacher_disagreement_score":0.91049236,"about_ca_system_score_codex":0.000711448,"about_ca_system_score_gemma":0.0013062804,"threshold_uncertainty_score":0.9992556},"labels":[],"label_agreement":null},{"id":"W4410872188","doi":"10.1007/s10113-025-02415-8","title":"Women in the midst: an intersectionality study of Canadian climate change, poverty and health media reporting","year":2025,"lang":"en","type":"article","venue":"Regional Environmental Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Toronto Public Health; Ottawa Hospital; University of Ottawa; University of Regina","funders":"J.W. McConnell Family Foundation","keywords":"Poverty; Climate change; Intersectionality; Nature Conservation; Political science; Media coverage; Development economics; Socioeconomics; Sociology; Economics; Economic growth; Gender studies; Ecology; Media studies","score_opus":0.6546925734112363,"score_gpt":0.45636936436653186,"score_spread":0.19832320904470446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410872188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9793282,0.00024800765,1.4799377e-7,0.017663628,0.000077341894,0.00056441623,0.00003093557,0.000008327347,0.0020789844],"genre_scores_gemma":[0.9893194,0.0053600366,0.000006549172,0.0049442346,0.00009602089,0.0001859361,0.00006508566,0.00000400137,0.000018762543],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99864644,0.0003782499,0.00031489015,0.00016609323,0.00022941318,0.00026491293],"domain_scores_gemma":[0.9993985,0.000059430142,0.00022195498,0.0001928973,0.000005594116,0.000121570956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023246263,0.0000713976,0.00013520905,0.00023213142,0.00037409237,0.000018305635,0.00016758559,0.00004593519,0.00012727387],"category_scores_gemma":[0.000030037481,0.00006259274,0.000020689968,0.00028133104,0.00013496574,0.00016659789,0.00005878781,0.00010755003,0.0000019559234],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017338189,0.00038491335,0.41366827,0.000018370381,0.000006306166,0.0000021923336,0.56776035,1.626531e-7,0.000011336604,0.0011813339,0.00016324889,0.016786162],"study_design_scores_gemma":[0.0001638552,0.000055895867,0.7339806,0.000024549418,0.0000020513799,0.0000012911127,0.255456,0.000012192205,1.408333e-7,0.00020615138,0.010054202,0.00004310908],"about_ca_topic_score_codex":0.3821957,"about_ca_topic_score_gemma":0.8597088,"teacher_disagreement_score":0.47751307,"about_ca_system_score_codex":0.00066392054,"about_ca_system_score_gemma":0.00003687275,"threshold_uncertainty_score":0.6219183},"labels":[],"label_agreement":null},{"id":"W4410934465","doi":"10.5194/gc-8-125-2025","title":"Geoscience communication: a content analysis of practice in British Columbia, Canada, using science communication models","year":2025,"lang":"en","type":"article","venue":"Geoscience Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council","keywords":"Science communication; Earth science; Content (measure theory); Library science; Computer science; Geology; Science education; Psychology; Mathematics education; Mathematics","score_opus":0.34109798216064297,"score_gpt":0.43893267225111576,"score_spread":0.0978346900904728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410934465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439305,0.0052489396,0.0032884392,0.006884393,0.00016939183,0.0010292014,0.0000724204,0.00008815841,0.039288573],"genre_scores_gemma":[0.96660227,0.020422386,0.011174564,0.0009202076,0.0000046302284,0.00007448679,0.00008962647,0.000008052088,0.0007038054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949167,0.0017702571,0.0010020406,0.00050860574,0.0012280998,0.0005743085],"domain_scores_gemma":[0.99217254,0.0015033551,0.000785888,0.003417158,0.0019564298,0.00016461134],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.008842505,0.00014501331,0.00044186178,0.0007365193,0.0038051202,0.0008925915,0.0053673848,0.00013491673,0.00012653244],"category_scores_gemma":[0.003228491,0.00023902798,0.00010382241,0.012164387,0.0043402165,0.002715658,0.0012786711,0.00044199458,0.0000016566604],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107863794,0.0029944584,0.3563654,0.00015283172,0.000420053,0.0000055631244,0.19352497,0.028940089,0.0058035147,0.17373337,0.0015078969,0.23644398],"study_design_scores_gemma":[0.0008927017,0.00003322968,0.5707672,0.00093610206,0.0004980159,0.000005847205,0.1491138,0.24928094,0.000035298846,0.005587753,0.022067608,0.0007814831],"about_ca_topic_score_codex":0.9913977,"about_ca_topic_score_gemma":0.9983172,"teacher_disagreement_score":0.2356625,"about_ca_system_score_codex":0.0023292964,"about_ca_system_score_gemma":0.0046108384,"threshold_uncertainty_score":0.9983694},"labels":[],"label_agreement":null},{"id":"W4411033166","doi":"10.1007/s10584-025-03936-1","title":"Climate media amidst technopolitical change: challenges, transformations, and new directions for research","year":2025,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Climate change; Political science; Climatology; Environmental science; Geology; Oceanography","score_opus":0.8563992302616796,"score_gpt":0.5795330747409696,"score_spread":0.27686615552071003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411033166","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019097999,0.047098015,0.00087992917,0.5649719,0.0023012855,0.010009796,0.00055050856,0.0015115972,0.35357898],"genre_scores_gemma":[0.35862592,0.6289924,0.0018288421,0.0017819331,0.0019739068,0.004912319,0.00032201,0.000049116763,0.0015135803],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982011,0.00027312472,0.0003108946,0.0002547425,0.00031635858,0.00064380665],"domain_scores_gemma":[0.9979509,0.0011757117,0.000048250018,0.0003745707,0.00022562692,0.00022490103],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00229855,0.000131907,0.00022349112,0.00045694536,0.0015493346,0.00012849424,0.00030576467,0.00021904375,0.00026496165],"category_scores_gemma":[0.0007195895,0.00013673595,0.00007100914,0.0006346128,0.00047773635,0.0003821676,0.000114393064,0.00024636765,0.00005977296],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011505881,0.000088608576,0.00012047699,0.00034162297,0.000008740209,1.9771885e-7,0.0904526,5.451125e-9,0.000014031634,0.44359234,0.0021069644,0.46326292],"study_design_scores_gemma":[0.00087589124,0.00007200007,0.0072386237,0.000613965,0.000062324536,0.0000017193736,0.095240735,0.00045540248,0.00001679353,0.04682811,0.8483161,0.00027835477],"about_ca_topic_score_codex":0.0011244365,"about_ca_topic_score_gemma":0.018523129,"teacher_disagreement_score":0.8462091,"about_ca_system_score_codex":0.0002728397,"about_ca_system_score_gemma":0.00008038109,"threshold_uncertainty_score":0.9997505},"labels":[],"label_agreement":null},{"id":"W4411187852","doi":"10.1038/s41558-025-02354-6","title":"Recommendations for producing knowledge syntheses to inform climate change assessments","year":2025,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Economic and Social Research Council; Engineering and Physical Sciences Research Council; HORIZON EUROPE Framework Programme; European Commission; UK Research and Innovation; Horizon 2020 Framework Programme; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Wellcome Trust","keywords":"Climate change; Environmental resource management; Environmental science; Environmental planning; Geology; Oceanography","score_opus":0.5525311729347894,"score_gpt":0.5500898831227197,"score_spread":0.0024412898120697024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411187852","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027548648,0.005211927,0.0002045519,0.36352155,0.011502383,0.013469197,0.002520135,0.0014836355,0.574538],"genre_scores_gemma":[0.8983685,0.057984803,0.004825412,0.021277808,0.0038638075,0.009733991,0.001312867,0.000104788654,0.0025280418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796283,0.00018805558,0.00037992332,0.00045137818,0.00023752904,0.0007802928],"domain_scores_gemma":[0.9980041,0.0005729035,0.00016292301,0.00059281173,0.000491046,0.00017626052],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001755727,0.00024297775,0.00030250903,0.00048627853,0.0020136656,0.0002375092,0.0006166673,0.00043798948,0.0005246641],"category_scores_gemma":[0.00079572515,0.00024876487,0.00013582855,0.0012064907,0.00008525478,0.00069468236,0.000376374,0.00041502874,0.00019603768],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014856755,0.00043300074,0.0047053182,0.0007121154,0.00004318431,6.038933e-7,0.11565944,1.6786451e-7,0.0002068342,0.12862468,0.022269186,0.72719693],"study_design_scores_gemma":[0.000297269,0.00006450528,0.0076363054,0.0009311495,0.000049744194,3.7319407e-7,0.01304289,0.000058934744,0.00006603234,0.00041947555,0.97711366,0.00031965773],"about_ca_topic_score_codex":0.00022157255,"about_ca_topic_score_gemma":0.009409566,"teacher_disagreement_score":0.9548445,"about_ca_system_score_codex":0.00046837862,"about_ca_system_score_gemma":0.000062379055,"threshold_uncertainty_score":0.9999965},"labels":[],"label_agreement":null},{"id":"W4411216536","doi":"10.1007/s10533-025-01244-5","title":"Brave new world 2.0","year":2025,"lang":"th","type":"article","venue":"Biogeochemistry","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University; Western University","funders":"","keywords":"Geology; Hydrology (agriculture); Environmental science; Geotechnical engineering","score_opus":0.36879984332464716,"score_gpt":0.4589136115599025,"score_spread":0.09011376823525535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411216536","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02811738,0.0028945536,0.00002466212,0.025141075,0.0008294384,0.00015601632,0.00006553496,0.0001267743,0.94264454],"genre_scores_gemma":[0.52480584,0.0085190525,0.00016065918,0.0016477973,0.0008741942,0.000008067212,0.00021643244,0.000010930101,0.463757],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888366,0.00008607418,0.0002473951,0.00027974675,0.00019823674,0.0003048929],"domain_scores_gemma":[0.998906,0.00012138487,0.0001003912,0.0006055158,0.000090190384,0.00017649565],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028169042,0.0001591219,0.0001707202,0.00008521464,0.00042672956,0.00017643522,0.0006027138,0.00022119841,0.011433239],"category_scores_gemma":[0.0001618597,0.00018465576,0.00013287425,0.0009158819,0.00024338996,0.00007216396,0.00020864984,0.00022317558,0.00055961974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065157496,0.00026797014,0.018952679,0.00025746447,0.00009948729,0.0000028798304,0.012010461,4.473371e-7,0.02531831,0.015451579,0.7794773,0.14809628],"study_design_scores_gemma":[0.0002738672,0.000005856703,0.002040423,0.00023790577,0.000041289197,3.120073e-7,0.0038578368,0.000018761213,0.0052678194,0.0027661023,0.9852867,0.00020308793],"about_ca_topic_score_codex":0.0037983828,"about_ca_topic_score_gemma":0.0047481456,"teacher_disagreement_score":0.4966885,"about_ca_system_score_codex":0.00020962412,"about_ca_system_score_gemma":0.00042766437,"threshold_uncertainty_score":0.9894704},"labels":[],"label_agreement":null},{"id":"W4411222346","doi":"10.1007/s10584-025-03962-z","title":"Framing divestment: A decade of media discourse on fossil fuel divestment in higher education","year":2025,"lang":"en","type":"article","venue":"Climatic Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council","keywords":"Divestment; Framing (construction); Political science; Media studies; Sociology; Geography; Law","score_opus":0.4933788078785019,"score_gpt":0.4912128776678821,"score_spread":0.0021659302106198375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411222346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7351327,0.0044280197,0.000009380978,0.026704725,0.0018572573,0.0012968254,0.00003246433,0.00007295119,0.2304657],"genre_scores_gemma":[0.99212795,0.004558216,0.00017355342,0.0012602559,0.00018071149,0.00032334405,0.000051956136,0.000007847524,0.0013161547],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99889195,0.000210249,0.00027840273,0.00016702327,0.0002432654,0.000209113],"domain_scores_gemma":[0.999119,0.00030659817,0.00013469973,0.0003253366,0.000051178984,0.00006319352],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041914597,0.0001051441,0.00018100023,0.00024347016,0.00016336785,0.000032681946,0.00027350677,0.00009647627,0.0009836077],"category_scores_gemma":[0.0001422755,0.00010060027,0.00004921948,0.00044441756,0.00019003493,0.0001526993,0.00009281623,0.00011257901,0.00004220001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004372201,0.0018903688,0.029389469,0.0005200308,0.000024259725,0.0000010257074,0.36760923,0.0000013844866,0.00017189069,0.408105,0.00088859705,0.19135503],"study_design_scores_gemma":[0.0008941494,0.00007093986,0.85291535,0.0017869965,0.000061331986,1.3726904e-7,0.08068161,0.000080547004,0.000030264031,0.027575558,0.03561707,0.0002860573],"about_ca_topic_score_codex":0.001014318,"about_ca_topic_score_gemma":0.0049321298,"teacher_disagreement_score":0.82352585,"about_ca_system_score_codex":0.00028768528,"about_ca_system_score_gemma":0.00009674405,"threshold_uncertainty_score":0.9999296},"labels":[],"label_agreement":null},{"id":"W4411230266","doi":"10.2196/69005","title":"Maintaining Resilience and Well-Being in the Era of Climate Change: Protocol of an Acceptability and Feasibility Pilot of the Bee Well Program for Treating Eco-Anxiety in Rural Children Exposed to Natural Hazards","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Anxiety; Protocol (science); Psychological resilience; Psychology; Climate change; Applied psychology; Environmental resource management; Medicine; Environmental science; Psychotherapist; Alternative medicine; Psychiatry; Ecology","score_opus":0.28479228424684033,"score_gpt":0.5822491462800806,"score_spread":0.2974568620332403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411230266","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49990404,0.0000011677319,4.5805368e-7,0.000724768,0.0000017268048,0.49828178,0.000007765154,0.0000075139415,0.0010707753],"genre_scores_gemma":[0.48447156,0.0000028707004,0.00022183832,0.000016171887,0.000012587966,0.51526386,0.0000020765342,0.00000321947,0.0000057865623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613917,0.0022308114,0.00047950528,0.0002851408,0.00045707155,0.00040828215],"domain_scores_gemma":[0.9984939,0.0005378422,0.00015820983,0.00049869966,0.0002572206,0.000054109103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008520706,0.00010552269,0.00023435865,0.00013156967,0.0004129791,0.00008731703,0.00071906054,0.00007737801,0.000039701416],"category_scores_gemma":[0.0006639784,0.00007189893,0.000048042242,0.00096302445,0.0007448242,0.0002603362,0.00042597894,0.00043746448,1.559477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013534431,0.0008178845,0.70447546,0.00063270435,0.000002801817,6.5845285e-8,0.048003,0.000001418084,0.0012880244,0.0017266632,0.000009053556,0.2416895],"study_design_scores_gemma":[0.0014585808,0.0009091434,0.9743539,0.0010983965,0.0000013169977,2.1482853e-7,0.019525738,0.0003953283,0.00072813994,0.0010919458,0.0003629562,0.000074311676],"about_ca_topic_score_codex":0.0016991694,"about_ca_topic_score_gemma":0.014730243,"teacher_disagreement_score":0.26987848,"about_ca_system_score_codex":0.00013370236,"about_ca_system_score_gemma":0.00014189706,"threshold_uncertainty_score":0.82198215},"labels":[],"label_agreement":null},{"id":"W4411350723","doi":"10.1111/ajsp.70029","title":"Temporal trends of environmental concern and potential influencing factors in the United States and China, 1945–2019","year":2025,"lang":"en","type":"article","venue":"Asian Journal Of Social Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"China; Psychology; Social psychology; Political science; Law","score_opus":0.12020745232596279,"score_gpt":0.42823895828408803,"score_spread":0.30803150595812523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411350723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839643,0.00012424431,0.000012146046,0.012366958,0.00011133518,0.000035886198,0.000011888199,0.0000019855815,0.0033712203],"genre_scores_gemma":[0.9979189,0.001603308,0.000016513548,0.00034817297,0.00004948417,3.8071414e-7,0.000012742382,0.000002318026,0.00004817298],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99911284,0.00040136793,0.0002321126,0.00005634528,0.00010241418,0.00009494076],"domain_scores_gemma":[0.9996773,0.000041453764,0.00019128362,0.000050117407,0.000014249386,0.000025601264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051349547,0.000051372233,0.00013003631,0.00020335973,0.00019476289,0.000020132911,0.00015637046,0.000079790705,0.0001317465],"category_scores_gemma":[0.000017491946,0.000040737967,0.000035046818,0.00020919454,0.0005066455,0.000081932296,0.000021786727,0.00018006444,3.0524484e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012312751,0.00014756306,0.36099133,0.00000871627,0.000045950226,0.000005196145,0.55492526,0.0000018389456,0.0014597104,0.0014277181,0.0012463551,0.07961725],"study_design_scores_gemma":[0.00044674883,0.000056203095,0.8901979,0.000009934071,0.000011871455,0.000003308953,0.1031125,0.0000020318778,0.0000016975715,0.00096630346,0.0051588384,0.000032688167],"about_ca_topic_score_codex":0.00048229285,"about_ca_topic_score_gemma":0.00055106205,"teacher_disagreement_score":0.5292066,"about_ca_system_score_codex":0.000029047818,"about_ca_system_score_gemma":0.000016905155,"threshold_uncertainty_score":0.18667564},"labels":[],"label_agreement":null},{"id":"W4411353055","doi":"10.1080/23251042.2025.2517426","title":"Masculinity, femininity, and support for climate policy","year":2025,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Femininity; Masculinity; Climate change; Ecofeminism; Sociology; Gender studies; Political science; Environmental ethics; Geology","score_opus":0.2109663077064045,"score_gpt":0.4543975651157545,"score_spread":0.24343125740935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411353055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7815045,0.00031015207,0.00012374457,0.028587863,0.00032171467,0.0005948799,0.00014613527,0.000083656865,0.18832734],"genre_scores_gemma":[0.981396,0.013185808,0.0002512369,0.002320397,0.00013198105,0.000057649784,0.00013048488,0.000005054132,0.002521355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933845,0.00015235863,0.00011369284,0.00013406179,0.000048022277,0.00021338668],"domain_scores_gemma":[0.9995836,0.00020888206,0.000038109272,0.000118398224,0.0000029834862,0.000048038833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004610305,0.000060857998,0.00010236506,0.000045387416,0.0006283674,0.000013456136,0.00012998209,0.00014087676,0.0008023924],"category_scores_gemma":[0.00006107572,0.000066096465,0.000045650384,0.000032455875,0.0008766513,0.000045164415,0.00016255536,0.00007685292,0.000062342006],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011611272,0.00041215422,0.31704164,0.00008976527,0.00008559729,0.0000010599522,0.17383313,0.0000014138859,0.003532201,0.36425325,0.0073556546,0.13327803],"study_design_scores_gemma":[0.0007308594,0.00008862519,0.20279056,0.000006246894,0.000023845369,8.69878e-7,0.033900406,0.000017309449,0.000023661352,0.021636767,0.7406215,0.00015936724],"about_ca_topic_score_codex":0.000116525516,"about_ca_topic_score_gemma":0.00015942816,"teacher_disagreement_score":0.7332658,"about_ca_system_score_codex":0.00013921529,"about_ca_system_score_gemma":0.00003136733,"threshold_uncertainty_score":0.87856334},"labels":[],"label_agreement":null},{"id":"W4411441919","doi":"10.5539/ijel.v15n4p59","title":"Mapping Climate Change Communication: A Social Network and Discourse Analysis Approach","year":2025,"lang":"en","type":"article","venue":"International Journal of English Linguistics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solidarity; Centrality; Narrative; Thematic analysis; Social network analysis; Ideology; Sociology; Social media; Climate change; Critical discourse analysis; Politics; Media studies; Political science; Social science; Social capital; Linguistics; Ecology; Qualitative research","score_opus":0.21754300592606465,"score_gpt":0.4463928086722531,"score_spread":0.22884980274618846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411441919","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027428854,0.0036996661,0.0046204412,0.0050551584,0.012694199,0.00034556433,0.00008424428,0.0000971542,0.9459747],"genre_scores_gemma":[0.9751578,0.0109066805,0.0031031927,0.0005047412,0.01017167,0.0000063198404,0.00005093728,0.000005941501,0.00009271264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99881184,0.00023947537,0.00038603158,0.00008389664,0.00033083282,0.00014790005],"domain_scores_gemma":[0.99218297,0.0002376144,0.00035612145,0.00013096424,0.0070378254,0.000054523724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013166248,0.00007570297,0.00019319096,0.00031348367,0.00045912876,0.00019265157,0.0005649862,0.000082769395,0.000059805043],"category_scores_gemma":[0.0073495223,0.00007861165,0.0001265659,0.00051026745,0.0002263304,0.00009412397,0.00017042647,0.00023300281,8.49974e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012512265,0.00034605962,0.08073692,0.000037724127,0.001479182,0.0000049342684,0.20837107,0.00026376432,0.0000012020988,0.66871727,0.011476965,0.028439779],"study_design_scores_gemma":[0.00056523824,0.000012332677,0.033151846,0.00012738534,0.0003481888,3.0867923e-7,0.05212747,0.00092241936,3.716436e-7,0.004517455,0.9080631,0.00016388141],"about_ca_topic_score_codex":0.00009027549,"about_ca_topic_score_gemma":0.00028833628,"teacher_disagreement_score":0.94772893,"about_ca_system_score_codex":0.000121935256,"about_ca_system_score_gemma":0.000055845594,"threshold_uncertainty_score":0.8798595},"labels":[],"label_agreement":null},{"id":"W4411509273","doi":"10.1057/s41599-025-05083-5","title":"Mapping technological futures: anticipatory discourse through text mining","year":2025,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brandon University; Brandon Regional Health Authority","funders":"České Vysoké Učení Technické v Praze","keywords":"Futures contract; Linguistics; Computer science; Data science; Psychology; Natural language processing; Business; Philosophy; Finance","score_opus":0.7106462614693452,"score_gpt":0.5184764233353784,"score_spread":0.19216983813396682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411509273","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17182137,0.0027967517,0.00027939156,0.056169976,0.00016169072,0.0002695767,0.000012348438,0.00025170558,0.7682372],"genre_scores_gemma":[0.98285735,0.012009831,0.0012589889,0.0021706494,0.0000734318,0.000054239135,0.000014379771,0.0000038129738,0.001557317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99876916,0.00041130345,0.0002038242,0.0001654174,0.00018994322,0.0002603593],"domain_scores_gemma":[0.99906033,0.00038776468,0.000088237844,0.00037143112,0.000076571414,0.000015633024],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009522543,0.000089917,0.00013810709,0.00013191208,0.012504503,0.00032873914,0.0011519229,0.0001176684,0.00018087855],"category_scores_gemma":[0.000111015266,0.00008695194,0.000051877774,0.0005270833,0.0075365836,0.0003309131,0.0005269682,0.00018602154,0.000007666261],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.9287804e-7,0.0000392584,0.0010502294,0.0000067677856,0.0000053879503,6.849604e-8,0.15928973,1.3850321e-7,0.000021210895,0.8211573,0.0012090687,0.017220099],"study_design_scores_gemma":[0.000058844496,0.000006625878,0.0033912258,0.00003272527,0.0000067276555,1.4314018e-7,0.5485265,0.000045195342,5.991637e-7,0.008697749,0.43914774,0.00008590303],"about_ca_topic_score_codex":0.0010457967,"about_ca_topic_score_gemma":0.00960113,"teacher_disagreement_score":0.8124595,"about_ca_system_score_codex":0.00007998287,"about_ca_system_score_gemma":0.00011682627,"threshold_uncertainty_score":0.99516433},"labels":[],"label_agreement":null},{"id":"W4411556091","doi":"10.7202/1118306ar","title":"L’enfer est pavé de bonnes intentions : analyse de l’inaction climatique et écologique dans <i>Pétrole</i> de François Archambault et <i>J’aime Hydro</i> de Christine Beaulieu","year":2024,"lang":"fr","type":"article","venue":"Percées Explorations en arts vivants","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.2067956499065129,"score_gpt":0.4343057208106512,"score_spread":0.22751007090413833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411556091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6952143,0.0030480432,0.1160474,0.14603439,0.0011088857,0.00083257596,0.0005668291,0.0008096447,0.03633797],"genre_scores_gemma":[0.90498096,0.07764906,0.008700111,0.0034777315,0.00063271646,0.0006003456,0.0006193678,0.00008803628,0.0032516685],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939651,0.0032158468,0.00075352576,0.00061842566,0.00045501033,0.0009920851],"domain_scores_gemma":[0.99721533,0.001160536,0.00020275364,0.0006797152,0.00028590744,0.00045575836],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0043139555,0.00044990188,0.0004351698,0.00039622653,0.0018168419,0.00056209235,0.0005670236,0.0005667242,0.0009482707],"category_scores_gemma":[0.0010213106,0.0005022166,0.00035449618,0.0010541236,0.0006653587,0.0015953811,0.00026526322,0.0011818382,0.00041133587],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007371065,0.0015851882,0.0063680303,0.00036433974,0.0002586652,0.00009942384,0.73582155,0.0043217517,0.099639244,0.1253747,0.012262647,0.013830734],"study_design_scores_gemma":[0.0010209072,0.0005093722,0.025269987,0.0020235223,0.0010129081,0.00044365,0.2966173,0.1848676,0.003123754,0.040057104,0.44321895,0.0018349583],"about_ca_topic_score_codex":0.007816629,"about_ca_topic_score_gemma":0.12527095,"teacher_disagreement_score":0.43920428,"about_ca_system_score_codex":0.0024761702,"about_ca_system_score_gemma":0.0012946244,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W4411900540","doi":"10.1038/s41558-025-02372-4","title":"Extreme weather event attribution predicts climate policy support across the world","year":2025,"lang":"en","type":"article","venue":"Nature Climate Change","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Alberta; Western University","funders":"European and Developing Countries Clinical Trials Partnership; Horizon 2020 Framework Programme; Bundesamt für Energie; Eidgenössisches Departement für Umwelt, Verkehr, Energie und Kommunikation; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; European Commission","keywords":"Attribution; Climatology; Extreme weather; Event (particle physics); Climate change; Environmental science; Geology; Psychology; Oceanography","score_opus":0.292797258303431,"score_gpt":0.48554981504910055,"score_spread":0.19275255674566955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411900540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1236133,0.0060640206,0.00007588486,0.3590912,0.005607063,0.004024951,0.002158857,0.0012690326,0.49809572],"genre_scores_gemma":[0.9489164,0.03131182,0.000031310152,0.01062758,0.0019835602,0.00034343186,0.0004768759,0.000030319516,0.00627871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741673,0.00041817382,0.0003550106,0.00036172167,0.00047831118,0.0009700588],"domain_scores_gemma":[0.9984937,0.0002144823,0.00018969839,0.0007232913,0.00024629993,0.00013254728],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021948703,0.00023437262,0.00024103065,0.00021980873,0.0020965459,0.00022384619,0.0007830963,0.00045569986,0.001546357],"category_scores_gemma":[0.0002034358,0.00018432544,0.00018353683,0.0014819881,0.00036088232,0.00033141766,0.0004391123,0.0007634635,0.00030600195],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029899157,0.00058985583,0.064988814,0.00035198228,0.00009048905,0.00001080729,0.122364014,0.0000021316716,0.00072168984,0.59432024,0.046350677,0.16991034],"study_design_scores_gemma":[0.0004423132,0.000023324696,0.07881476,0.00018071079,0.00003200087,0.0000013803239,0.0070387684,0.00004191924,0.000048062688,0.0008720952,0.9122901,0.00021454114],"about_ca_topic_score_codex":0.00054489373,"about_ca_topic_score_gemma":0.030158589,"teacher_disagreement_score":0.86593944,"about_ca_system_score_codex":0.00056157645,"about_ca_system_score_gemma":0.00009791885,"threshold_uncertainty_score":0.99936634},"labels":[],"label_agreement":null},{"id":"W4411965304","doi":"10.5840/envirophil2025630144","title":"On the Hopeful Hermeneutics of the Anthropocene","year":2025,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Anthropocene; Hermeneutics; Environmental ethics; Philosophy; Applied philosophy; General interest; Epistemology; Contemporary philosophy","score_opus":0.2372312503189499,"score_gpt":0.3879911633263028,"score_spread":0.1507599130073529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411965304","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44604433,0.00007549704,0.0000019174813,0.052709617,0.0002231207,0.00021763713,0.00001759222,0.00001122341,0.5006991],"genre_scores_gemma":[0.9955426,0.0012386532,0.000004592135,0.0025048417,0.000046004454,0.000007429049,0.000003520562,0.000003337956,0.00064905535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994146,0.00017706967,0.000089316796,0.00007182987,0.00017067247,0.0000765032],"domain_scores_gemma":[0.9994947,0.000104774124,0.00004578176,0.0003374563,0.000002455202,0.000014844006],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016701095,0.000048668553,0.000048103935,0.000015161736,0.0005206908,0.000010133839,0.00034346827,0.000035911562,0.0013543481],"category_scores_gemma":[0.000023827097,0.000029837718,0.000053749027,0.00010257414,0.0007064981,0.000026968153,0.00010995034,0.00009076683,0.0000661308],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003790812,0.0006541911,0.015550849,0.000015717955,0.000038913433,2.7257397e-7,0.017817233,0.000042145566,0.004047433,0.94318813,0.0048468574,0.013760321],"study_design_scores_gemma":[0.0005918987,0.00008966883,0.16571276,0.00016969956,0.000051299634,3.0801542e-7,0.012758172,0.00008236507,0.0036180615,0.6000205,0.2166316,0.00027363925],"about_ca_topic_score_codex":0.000033433662,"about_ca_topic_score_gemma":0.000026224465,"teacher_disagreement_score":0.54949826,"about_ca_system_score_codex":0.000084362815,"about_ca_system_score_gemma":0.000009957728,"threshold_uncertainty_score":0.99955857},"labels":[],"label_agreement":null},{"id":"W4412308930","doi":"","title":"Science popularization goes global:UNESCO’s Division of Science &amp; Its Popularization","year":2017,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Division (mathematics); Library science; Political science; Media studies; Humanities; Sociology; Philosophy; Computer science; Mathematics; Arithmetic","score_opus":0.5489986274955367,"score_gpt":0.5423398650556309,"score_spread":0.006658762439905819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412308930","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80143535,0.000054818312,0.0041933465,0.0031109678,0.0008269006,0.0003507383,0.00001422722,0.00010885921,0.18990478],"genre_scores_gemma":[0.99668443,0.0006487516,0.0011487075,0.000077095734,0.000056461296,0.0000036373265,0.000022439388,0.0000046622217,0.0013538157],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980017,0.00008161127,0.0002501784,0.0003090873,0.0010451862,0.00031225008],"domain_scores_gemma":[0.99772245,0.000018635688,0.00033440685,0.00090237585,0.0008672541,0.00015486001],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0023490347,0.00008975235,0.00012060762,0.00022978977,0.0059900256,0.00063942705,0.0018022116,0.0000734719,0.00041120272],"category_scores_gemma":[0.0025865822,0.00008423336,0.000038573005,0.0012540646,0.0036592234,0.002271425,0.00045629544,0.000058450045,0.00008658807],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009122713,0.00014207543,0.15915598,0.000020884501,0.0000021872731,1.4543122e-7,0.010858845,0.00001741178,0.08479157,0.71080786,0.00010456948,0.034089357],"study_design_scores_gemma":[0.00041771273,0.0000572599,0.9619443,0.00014188956,0.000018803506,9.630155e-7,0.0053516636,0.001631276,0.0028480461,0.009075472,0.018095145,0.00041750533],"about_ca_topic_score_codex":0.0035794713,"about_ca_topic_score_gemma":0.007350933,"teacher_disagreement_score":0.80278826,"about_ca_system_score_codex":0.00029106325,"about_ca_system_score_gemma":0.00046063797,"threshold_uncertainty_score":0.9990522},"labels":[],"label_agreement":null},{"id":"W4412584598","doi":"10.1016/j.copsyc.2025.102120","title":"Between collective pasts and futures: The case of climate change","year":2025,"lang":"en","type":"review","venue":"Current Opinion in Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"James S. McDonnell Foundation","keywords":"Futures contract; Psychology; Climate change; Financial economics; Oceanography; Economics; Geology","score_opus":0.7252657014085027,"score_gpt":0.6293445625025582,"score_spread":0.09592113890594445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412584598","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008251224,0.9873376,0.0000046273894,0.0007103747,0.004071574,0.0010802549,0.00021945841,0.000016157934,0.0065517253],"genre_scores_gemma":[0.000026405341,0.99864465,0.0000073343017,0.00003134327,0.0007589081,0.0003660601,0.00014195338,0.000008296738,0.000015033807],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99745095,0.0015361055,0.00044031473,0.00027581875,0.00007478913,0.00022201374],"domain_scores_gemma":[0.9983845,0.00082225923,0.00031021913,0.00038134473,0.000056141384,0.00004556816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088835,0.00016458008,0.00063509453,0.00030005636,0.00033750222,0.000020586087,0.00035196226,0.00029481482,0.000103265105],"category_scores_gemma":[0.00011269772,0.00012477375,0.00012144399,0.000734218,0.0003581332,0.000043948276,0.00015636487,0.0004105357,0.000009883146],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027275112,0.00003508483,0.0001451478,0.0036519624,0.00000867342,4.915461e-7,0.009671074,1.1882874e-9,1.1950739e-9,0.002234843,0.0014475737,0.9828024],"study_design_scores_gemma":[0.00014594247,0.000020301777,0.00040861338,0.0069268476,0.000047132784,0.000011120067,0.0015574498,2.6031591e-7,5.5755894e-10,0.00050665956,0.9902715,0.000104164785],"about_ca_topic_score_codex":0.00016034122,"about_ca_topic_score_gemma":0.0008149625,"teacher_disagreement_score":0.98882395,"about_ca_system_score_codex":0.00008743483,"about_ca_system_score_gemma":0.00010702207,"threshold_uncertainty_score":0.5088126},"labels":[],"label_agreement":null},{"id":"W4412615319","doi":"10.1080/09644016.2025.2525638","title":"How nationalist rhetoric drives polarization over climate change in the US","year":2025,"lang":"en","type":"article","venue":"Environmental Politics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Rhetoric; Nationalism; Climate change; Political science; Polarization (electrochemistry); Political economy; Sociology; Law; Politics; Oceanography; Geology; Philosophy; Chemistry","score_opus":0.14695841053832262,"score_gpt":0.38600062001375646,"score_spread":0.23904220947543384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412615319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9283733,0.00034287674,0.000027252541,0.025496729,0.0003030721,0.00039701548,0.000101571786,0.00003057364,0.04492762],"genre_scores_gemma":[0.9928081,0.0027632604,0.000028107526,0.0027834547,0.00017467124,0.00003431222,0.0001651743,0.000004516237,0.0012383764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991919,0.00021449129,0.00009364002,0.000094682895,0.0002147079,0.00019058998],"domain_scores_gemma":[0.9996822,0.00008362539,0.000038948798,0.00016485635,0.0000039791294,0.000026403588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024262778,0.00006207392,0.000053360825,0.00007161517,0.00043920116,0.000101160564,0.00020756507,0.00006325947,0.00019956044],"category_scores_gemma":[0.00003353133,0.00005652843,0.000029467199,0.00015222364,0.00018717918,0.00020720225,0.00005859193,0.00009029698,0.000023180006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002474017,0.00016968261,0.3663957,0.000011053624,0.0000042254774,6.7571233e-7,0.030400936,0.000001446157,0.0003068121,0.5990352,0.00022318184,0.0034486048],"study_design_scores_gemma":[0.00015270078,0.0000064270125,0.8414823,0.000013873043,0.0000068126483,2.5283254e-7,0.007931063,0.0001041398,0.0000090754575,0.002197508,0.1480216,0.00007428345],"about_ca_topic_score_codex":0.00065865676,"about_ca_topic_score_gemma":0.0013341804,"teacher_disagreement_score":0.5968377,"about_ca_system_score_codex":0.0002996361,"about_ca_system_score_gemma":0.000010667534,"threshold_uncertainty_score":0.33780247},"labels":[],"label_agreement":null},{"id":"W4412656952","doi":"10.1155/hbe2/7275480","title":"Combining Data Visualization and Interactive Narrative: A Persuasive Approach to Raise Climate Change Awareness","year":2025,"lang":"en","type":"article","venue":"Human Behavior and Emerging Technologies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Narrative; Visualization; Climate change; Computer science; Human–computer interaction; Psychology; Data science; Data mining; Art; Geology; Literature; Oceanography","score_opus":0.5076394072598757,"score_gpt":0.5299933501316368,"score_spread":0.02235394287176118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412656952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924801,0.0005015276,0.00045025206,0.0017463132,0.00011678446,0.00062124163,0.000030192936,0.00068861153,0.0033649532],"genre_scores_gemma":[0.9954781,0.0037139237,0.00024203153,0.00007417553,0.000015411451,0.00025508183,0.00014164872,0.0000075346766,0.00007212661],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991691,0.00008822976,0.0001391608,0.0003137206,0.00009800471,0.00019174535],"domain_scores_gemma":[0.9994084,0.000041268813,0.000061819555,0.00038469656,0.0000758014,0.00002797443],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003280962,0.00010903271,0.00014667668,0.00027323936,0.0014470457,0.00014497594,0.00039703367,0.00011116082,0.000016760201],"category_scores_gemma":[0.00013689024,0.00011190197,0.000013309573,0.0003403875,0.00031091683,0.00037739932,0.00090832595,0.00012696032,0.0000012216137],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043153042,0.00029841563,0.08773403,0.000105924904,0.00001989956,0.0000016372055,0.5715444,4.7084754e-7,0.0013921346,0.119155996,0.00074682175,0.21895708],"study_design_scores_gemma":[0.00036874253,0.00005208336,0.046798017,0.00023239854,0.000062771134,0.0000011816767,0.9411907,0.00038491221,0.00006551918,0.00046528806,0.0101052215,0.00027316622],"about_ca_topic_score_codex":0.0006976962,"about_ca_topic_score_gemma":0.0010304478,"teacher_disagreement_score":0.36964625,"about_ca_system_score_codex":0.000049626768,"about_ca_system_score_gemma":0.000012180491,"threshold_uncertainty_score":0.99985296},"labels":[],"label_agreement":null},{"id":"W4412677291","doi":"10.1080/15426432.2025.2533809","title":"“Don’t make me put out the flames of our burning planet with my tears”: climate grief and ecoanxiety","year":2025,"lang":"en","type":"article","venue":"Journal of Religion & Spirituality in Social Work Social Thought","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Planet; Grief; Tears; Astrobiology; Geology; Psychology; Astronomy; Medicine; Physics; Psychotherapist; Surgery","score_opus":0.12378058212366863,"score_gpt":0.41213555919184114,"score_spread":0.2883549770681725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412677291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83997065,0.0016919663,0.000074165015,0.12960458,0.00086743763,0.00052304904,0.000051922503,0.00005395596,0.02716225],"genre_scores_gemma":[0.9829455,0.013516165,0.00029630712,0.0012007023,0.0013542987,0.000008931144,0.000015230411,0.000016552343,0.0006463362],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968688,0.0011780546,0.0008051353,0.00016723255,0.0006144183,0.00036637703],"domain_scores_gemma":[0.9983354,0.00031176914,0.00086106267,0.00015093989,0.00026979257,0.00007101375],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0037158558,0.00017823638,0.00052847725,0.00013407557,0.0016348073,0.00016578275,0.00046270003,0.00029918036,0.000034788605],"category_scores_gemma":[0.00020786737,0.00013844924,0.00017306504,0.00085092767,0.0005313008,0.0001917218,0.00014102418,0.0007104001,0.000004074254],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018573103,0.000623942,0.16735376,0.00030591473,0.00033600218,0.000020214819,0.54594845,0.000026998116,0.0004129637,0.11077455,0.103638135,0.06870175],"study_design_scores_gemma":[0.0020644509,0.00012303106,0.130894,0.0005236492,0.0001969993,0.0000061108103,0.22787341,0.0000060403827,0.000023357547,0.009952426,0.6279193,0.00041718537],"about_ca_topic_score_codex":0.00046827618,"about_ca_topic_score_gemma":0.006227086,"teacher_disagreement_score":0.5242812,"about_ca_system_score_codex":0.0002306726,"about_ca_system_score_gemma":0.00022657822,"threshold_uncertainty_score":0.9996649},"labels":[],"label_agreement":null},{"id":"W4412721390","doi":"10.1139/facets-2024-0113","title":"Designing a collective prototype of future (sub)tropical science","year":2025,"lang":"en","type":"article","venue":"FACETS","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Computer science","score_opus":0.25170271013440354,"score_gpt":0.455435942410884,"score_spread":0.20373323227648044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412721390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78243595,0.00022400626,0.0011057055,0.0063434034,0.00041793697,0.000985368,0.000003417018,0.0000727676,0.20841146],"genre_scores_gemma":[0.99804676,0.00028275914,0.00068553345,0.000112114576,0.00004794495,0.00003971081,8.2925953e-7,0.0000016092018,0.00078272866],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99942374,0.00010239623,0.00008110154,0.00009683594,0.00017419917,0.000121711644],"domain_scores_gemma":[0.9995776,0.000047352867,0.00003462734,0.00013290129,0.00017388289,0.000033672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031533337,0.000034631415,0.00006624501,0.00009272417,0.00051622407,0.000031568517,0.00024339046,0.00004635577,0.00014659783],"category_scores_gemma":[0.00019427505,0.00003325267,0.000020579915,0.000828472,0.00038950844,0.00008771644,0.00005310042,0.00007070795,0.0000151432105],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006159483,0.00046026817,0.14153507,0.00011141718,0.0000369495,0.0000011824171,0.3580248,0.000019734556,0.26738888,0.14392214,0.00714038,0.08074323],"study_design_scores_gemma":[0.0011281854,0.00044148543,0.6186625,0.0003824647,0.000032150507,5.49427e-7,0.09446555,0.00036952316,0.041824747,0.00782374,0.23447149,0.00039766505],"about_ca_topic_score_codex":0.0001058168,"about_ca_topic_score_gemma":0.000699117,"teacher_disagreement_score":0.47712737,"about_ca_system_score_codex":0.00015318718,"about_ca_system_score_gemma":0.0004634117,"threshold_uncertainty_score":0.39704302},"labels":[],"label_agreement":null},{"id":"W4412870738","doi":"10.24908/pceea.2025.19573","title":"Pilot Study: Student Experience of Climate Change Anxiety and Student Inclination Toward Ethical Behaviour","year":2025,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Anxiety; Climate change; Psychology; Undergraduate student; Student engagement; Social psychology; Applied psychology; Mathematics education; Medical education; Geology; Medicine; Psychiatry","score_opus":0.13260603419847306,"score_gpt":0.4121089593563477,"score_spread":0.27950292515787467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412870738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819954,0.00008574314,0.0000015986678,0.01088848,0.0008135288,0.0007899814,0.000012969501,0.00003694023,0.0053753466],"genre_scores_gemma":[0.9981426,0.00087039307,0.000076608114,0.0003476107,0.000084250525,0.00019702538,0.000005031904,0.000009195563,0.0002672876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987987,0.000046311266,0.00031987886,0.00016876472,0.0004525589,0.00021376002],"domain_scores_gemma":[0.99866825,0.0000768845,0.0003073117,0.00010942779,0.00072167494,0.000116418465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013967747,0.0001011043,0.00015836181,0.00025135383,0.00040094263,0.00010759016,0.00038594738,0.00011746516,0.000029031371],"category_scores_gemma":[0.0007789235,0.00010592115,0.000039165938,0.00056772796,0.000054189528,0.00019604442,0.00010456658,0.00026717022,0.0000012500309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027351673,0.00023578915,0.88902736,0.00005895882,0.00001629741,7.551297e-9,0.096613206,0.000002364283,0.00023115383,0.01170876,0.0002820912,0.0018212936],"study_design_scores_gemma":[0.00016287777,0.00003919327,0.95584244,0.00011535034,0.000037742317,1.0593426e-7,0.04081529,0.000040453517,0.00004419638,0.000054656633,0.0027558138,0.00009190873],"about_ca_topic_score_codex":0.03681023,"about_ca_topic_score_gemma":0.09120074,"teacher_disagreement_score":0.06681507,"about_ca_system_score_codex":0.0015617666,"about_ca_system_score_gemma":0.00028152726,"threshold_uncertainty_score":0.9696037},"labels":[],"label_agreement":null},{"id":"W4413061712","doi":"10.1145/3715335.3736308","title":"Are You Thirsty? So is Your AI.","year":2025,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.5022609733320695,"score_gpt":0.5112651004138657,"score_spread":0.00900412708179621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413061712","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031126754,0.00016280341,0.00013609468,0.16619137,0.00024346968,0.00009917828,0.0000056090976,0.00013404294,0.8019007],"genre_scores_gemma":[0.8130018,0.0031264839,0.00012680187,0.033653345,0.00012272118,0.0000130880335,0.000009237821,0.0000040394475,0.14994247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995502,0.00007340602,0.000078014695,0.00008518891,0.00010365098,0.00010950555],"domain_scores_gemma":[0.9996155,0.000033176428,0.000033196964,0.00021150625,0.000072286035,0.000034361758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024101418,0.000038609778,0.000055588825,0.00004543048,0.00056734163,0.00010459866,0.00021392506,0.00006420818,0.008893295],"category_scores_gemma":[0.000077069504,0.000035930232,0.000037379326,0.00021507828,0.000101466365,0.000088696244,0.00005586837,0.00007035646,0.00047494358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010918267,0.00012182668,0.05067474,0.000022435908,0.00001756808,6.328079e-7,0.1530953,6.4571407e-7,0.00018335173,0.16485935,0.56090176,0.07011145],"study_design_scores_gemma":[0.000066063156,0.0000018291444,0.014632904,0.000014289214,0.0000037019745,3.169585e-8,0.047529023,0.000031767147,0.00001918867,0.0027955824,0.9348585,0.000047149253],"about_ca_topic_score_codex":0.0016011088,"about_ca_topic_score_gemma":0.011354423,"teacher_disagreement_score":0.7818751,"about_ca_system_score_codex":0.00005265955,"about_ca_system_score_gemma":0.00004286103,"threshold_uncertainty_score":0.99201274},"labels":[],"label_agreement":null},{"id":"W4413062602","doi":"10.1145/3715335.3737682","title":"Humour as Resistance: Creative Approaches to Data Center Accountability","year":2025,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Accountability; Resistance (ecology); Center (category theory); Computer science; Political science; Law","score_opus":0.8249365409455136,"score_gpt":0.5279976283594929,"score_spread":0.2969389125860207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413062602","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021970734,0.000046042664,0.00028021671,0.032576714,0.00009410522,0.0002763997,0.000048067683,0.0000709916,0.9446367],"genre_scores_gemma":[0.91324985,0.0004941378,0.0012253816,0.0025748296,0.0000798544,0.00003394851,0.00020582146,0.000003976675,0.08213219],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917185,0.00020744513,0.00011438256,0.00022477696,0.00014770763,0.00013381537],"domain_scores_gemma":[0.9989602,0.00010347574,0.000021977748,0.0008039795,0.00005514229,0.000055218792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008258807,0.000053340253,0.00007772912,0.00004398504,0.0004119172,0.00010018656,0.00072931463,0.00005001855,0.0045548715],"category_scores_gemma":[0.00030451483,0.000048973106,0.000019119427,0.00029700954,0.00011535524,0.00021663445,0.0003499543,0.000065736036,0.00023233033],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019117772,0.00059744384,0.031414237,0.000060123897,0.000040381667,3.2242872e-7,0.15496626,7.839195e-7,0.000107038526,0.39692804,0.36693898,0.04875518],"study_design_scores_gemma":[0.0001066041,0.0000036155516,0.019899823,0.000022545692,0.0000053963663,2.046034e-8,0.06917998,0.00001727034,0.000013937811,0.0031065962,0.9075703,0.00007389245],"about_ca_topic_score_codex":0.0037158646,"about_ca_topic_score_gemma":0.10318251,"teacher_disagreement_score":0.8912791,"about_ca_system_score_codex":0.0001299872,"about_ca_system_score_gemma":0.00008104672,"threshold_uncertainty_score":0.9963551},"labels":[],"label_agreement":null},{"id":"W4413084728","doi":"10.3366/vic.2025.0571","title":"Co-Writing the Clouds","year":2025,"lang":"en","type":"article","venue":"Victoriographies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Globe; Action (physics); Politics; Relation (database); History; Media studies; Writing process; Sociology; Aesthetics; Literature; Visual arts; Psychology; Art; Law; Political science; Computer science; Pedagogy","score_opus":0.22342239685730067,"score_gpt":0.4514522787458318,"score_spread":0.22802988188853116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413084728","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26592314,0.0015049664,0.000052306517,0.037578467,0.0008177485,0.00022238,0.000005706969,0.0002472874,0.693648],"genre_scores_gemma":[0.98478216,0.012826298,0.0000248827,0.0006701816,0.00017788398,0.000020785086,0.000007266366,0.0000028257416,0.0014877158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99941987,0.00016197494,0.00009638727,0.00007060286,0.00012044235,0.00013073655],"domain_scores_gemma":[0.9994928,0.00018465388,0.000028361095,0.00021502883,0.000057544417,0.000021576836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051701075,0.000044412616,0.00005193331,0.00015045729,0.0012549355,0.0001166135,0.00028577863,0.00004550251,0.00030913675],"category_scores_gemma":[0.000068212175,0.000033960292,0.00006591178,0.0010845833,0.00035295452,0.00006202126,0.000023579118,0.00008477939,0.00003252443],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007100176,0.00004252266,0.306888,0.000016294287,0.000033384702,2.847764e-7,0.064352676,6.1648433e-7,0.00042368556,0.5621268,0.039573826,0.02653481],"study_design_scores_gemma":[0.000051673687,0.0000030822807,0.027260965,0.000016908572,0.0000065436852,4.7893007e-8,0.038407248,0.0000033968183,0.000012794152,0.002452631,0.93174213,0.00004258574],"about_ca_topic_score_codex":0.001173992,"about_ca_topic_score_gemma":0.0071053617,"teacher_disagreement_score":0.8921683,"about_ca_system_score_codex":0.000018551778,"about_ca_system_score_gemma":0.00002040508,"threshold_uncertainty_score":0.9652076},"labels":[],"label_agreement":null},{"id":"W4413095561","doi":"10.1093/biosci/biaf122","title":"Scholarly discourse in polarizing interdisciplinary contexts","year":2025,"lang":"en","type":"article","venue":"BioScience","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi; Emergent BioSolutions (Canada)","funders":"Vlaamse regering; Fonds Wetenschappelijk Onderzoek; Akademie Věd České Republiky; European Commission; UK Research and Innovation","keywords":"Sociology; Political science","score_opus":0.3193972953866117,"score_gpt":0.5289860217960912,"score_spread":0.2095887264094795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413095561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69283223,0.00041015606,0.00039278125,0.035610016,0.0006842536,0.00021856822,0.0000047551594,0.00007342236,0.2697738],"genre_scores_gemma":[0.99644625,0.00033579028,0.00014393507,0.00061021,0.000026015121,0.000008299327,0.0000019430852,0.0000016741064,0.0024258834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99923545,0.00014526733,0.00012078503,0.00015736358,0.0001540768,0.0001870729],"domain_scores_gemma":[0.9996036,0.000069643436,0.00003075603,0.00020384604,0.000045324152,0.00004677686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009095349,0.000046832345,0.00006311118,0.00017235195,0.0006020969,0.0002513243,0.00049801543,0.00005115852,0.000113157286],"category_scores_gemma":[0.00025613775,0.000045772344,0.000024425466,0.00075581594,0.00044537516,0.00080487045,0.0002841889,0.00012983014,0.000044774923],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033748405,0.00033338385,0.21976763,0.000023267206,0.000003513933,0.000005177398,0.14216477,0.000002137513,0.039267074,0.31322604,0.0017291169,0.28344417],"study_design_scores_gemma":[0.0004996072,0.00003724097,0.78551346,0.00043133792,0.0000058860646,6.4249485e-7,0.11948073,0.00028735705,0.00019809551,0.012489456,0.08075002,0.0003061875],"about_ca_topic_score_codex":0.00080439105,"about_ca_topic_score_gemma":0.011802328,"teacher_disagreement_score":0.56574583,"about_ca_system_score_codex":0.00015471269,"about_ca_system_score_gemma":0.00012647065,"threshold_uncertainty_score":0.6585976},"labels":[],"label_agreement":null},{"id":"W4413403741","doi":"10.3390/su17167511","title":"Emotions for Sustainable Oceans: Implications for Marine Conservation","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; Memorial University of Newfoundland","funders":"Social Sciences and Humanities Research Council of Canada; Government of Canada","keywords":"Marine protected area; Environmental resource management; Marine conservation; Environmental planning; Environmental science; Sustainability; Business; Natural resource economics; Ecology; Economics; Biology; Habitat","score_opus":0.21789299486367175,"score_gpt":0.4780280861906737,"score_spread":0.26013509132700197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413403741","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.093988314,0.00013066064,0.13665755,0.67120486,0.000285269,0.011967575,0.00014453141,0.00053729373,0.08508397],"genre_scores_gemma":[0.9520931,0.00029748055,0.0017654784,0.0013004218,0.00011072983,0.00231422,0.00044958593,0.000011504936,0.041657433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990051,0.00014044614,0.00023110717,0.00021968172,0.00005859855,0.0003451002],"domain_scores_gemma":[0.995104,0.00077299983,0.000066649525,0.00044810626,0.0035518387,0.00005640692],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014379412,0.00007845676,0.00011696213,0.00011361077,0.0018065494,0.00010536468,0.00025131542,0.00010182653,0.00011406337],"category_scores_gemma":[0.006229165,0.00008958306,0.00010740082,0.00050587923,0.00024880448,0.000241988,0.00008687659,0.00005869854,0.0000012508845],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003541644,0.000115557705,0.024647173,0.00022493416,0.0000070730657,1.7821028e-8,0.0022973905,0.0000048485986,0.0000065189993,0.93814266,0.013661987,0.02085644],"study_design_scores_gemma":[0.0002329957,0.000016178847,0.08177639,0.0000031340319,0.000015414606,2.8563564e-8,0.02066456,0.000100836856,0.0000016607532,0.43071917,0.46641177,0.00005786968],"about_ca_topic_score_codex":0.0021623082,"about_ca_topic_score_gemma":0.004782858,"teacher_disagreement_score":0.8581048,"about_ca_system_score_codex":0.0014243604,"about_ca_system_score_gemma":0.0009790518,"threshold_uncertainty_score":0.99949294},"labels":[],"label_agreement":null},{"id":"W4413425250","doi":"10.1080/21548455.2025.2534042","title":"Are you ready for it? Harnessing celebrity influence for science communication and seismology – The Taylor Swift effect","year":2025,"lang":"en","type":"article","venue":"International Journal of Science Education Part B","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"H2020 Marie Skłodowska-Curie Actions","keywords":"Swift; Data science; Computer science","score_opus":0.2413348434564541,"score_gpt":0.5200176150551992,"score_spread":0.2786827715987451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413425250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85284555,0.0004411929,0.0015951324,0.1369297,0.0038352166,0.0006473115,0.000015366384,0.000015725975,0.003674768],"genre_scores_gemma":[0.9948653,0.0005693227,0.001033832,0.0027661005,0.00024820084,0.00006310417,0.00000618181,0.0000032998219,0.0004446776],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859124,0.00015930345,0.0003586071,0.00017381147,0.00052183523,0.00019522209],"domain_scores_gemma":[0.99461925,0.00090047176,0.0006625752,0.00025296124,0.0034781364,0.000086623666],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007285163,0.00007448164,0.000118804746,0.0003910596,0.0021680503,0.00055590126,0.0016979604,0.000044843386,0.00001958829],"category_scores_gemma":[0.005817294,0.000059148915,0.000048297257,0.0006088111,0.0034299928,0.0012155672,0.00013258086,0.00013593599,0.0000020165207],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042056097,0.0006207436,0.06499588,0.00009066495,0.000063873944,4.0736833e-7,0.059620984,0.0001935065,0.019728241,0.3093072,0.016848026,0.5281099],"study_design_scores_gemma":[0.0009777269,0.00012691374,0.14117296,0.000565837,0.00006385839,0.000026273337,0.047640827,0.0011578784,0.0023573248,0.021656418,0.7840115,0.00024247092],"about_ca_topic_score_codex":0.00024036632,"about_ca_topic_score_gemma":0.00041442717,"teacher_disagreement_score":0.7671635,"about_ca_system_score_codex":0.00037352726,"about_ca_system_score_gemma":0.0017892978,"threshold_uncertainty_score":0.9992821},"labels":[],"label_agreement":null},{"id":"W4413509200","doi":"10.64628/aam.guwxfxjxx","title":"Popular climate change documentaries often privilege wealthier countries and offer unbalanced coverage","year":2021,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Privilege (computing); Climate change; Political science; Political economy; Natural resource economics; Economics; Law; Geology","score_opus":0.2733896010957852,"score_gpt":0.42627111690590236,"score_spread":0.15288151581011716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413509200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70479053,0.0038812638,0.00007200758,0.122082286,0.00082841987,0.0007673477,0.00017371475,0.00033836515,0.16706604],"genre_scores_gemma":[0.8376152,0.14214481,0.00025123896,0.0153806135,0.00027578787,0.000062390565,0.00018561658,0.000014591578,0.004069751],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989268,0.00020671762,0.00016291125,0.00018465777,0.00023609308,0.00028281394],"domain_scores_gemma":[0.999403,0.000073910815,0.00005855233,0.0002480765,0.0001125262,0.00010395801],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041326607,0.00009388542,0.00015032741,0.000034386027,0.0007349411,0.00021319465,0.00012116138,0.00009055935,0.00453407],"category_scores_gemma":[0.000055704346,0.00009043715,0.000032194053,0.00015050817,0.00021748494,0.000425648,0.00014540223,0.000092145834,0.00009735114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007695138,0.0001513096,0.21718225,0.00019002317,0.000038053324,0.000018166134,0.1548283,2.643793e-7,0.0004439739,0.5842536,0.0089685125,0.0338486],"study_design_scores_gemma":[0.00036402995,0.000018281286,0.03922166,0.000045191802,0.000015345307,0.000002493749,0.011286465,0.000013883606,0.00004999964,0.00197705,0.9468247,0.0001808525],"about_ca_topic_score_codex":0.0018908613,"about_ca_topic_score_gemma":0.023835678,"teacher_disagreement_score":0.93785626,"about_ca_system_score_codex":0.00008924856,"about_ca_system_score_gemma":0.00004753149,"threshold_uncertainty_score":0.9963759},"labels":[],"label_agreement":null},{"id":"W4413516604","doi":"10.64628/aam.4harq93kc","title":"DNA tests make fun holiday gifts, but beware of the hype","year":2019,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Advertising; Business","score_opus":0.35230675088596997,"score_gpt":0.42280270123564745,"score_spread":0.07049595034967748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413516604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6909026,0.000033207412,0.0000014242111,0.0039322646,0.00017438148,0.00013342424,0.000007167589,0.0000276291,0.3047879],"genre_scores_gemma":[0.97454697,0.0003677538,0.000043425673,0.000508541,0.000049095193,0.0000034135207,0.0000055094188,0.0000039388665,0.024471365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994146,0.00012337735,0.00009581293,0.00007293996,0.00018592687,0.000107314],"domain_scores_gemma":[0.99938214,0.00009359973,0.000054615473,0.00036897583,0.00006923828,0.00003142462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027618223,0.00004081909,0.00006578827,0.000018579018,0.00015986215,0.000022098473,0.00036002658,0.000054338547,0.0052629174],"category_scores_gemma":[0.00007087897,0.000027982625,0.000048852624,0.00015965753,0.000108090666,0.00005023306,0.00009058724,0.000059285892,0.00039440877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024019952,0.00027618647,0.65580916,0.000072326526,0.000022676548,2.704736e-7,0.107927434,0.0000063525863,0.036274396,0.075373635,0.01106664,0.11314692],"study_design_scores_gemma":[0.0002445772,0.000025375142,0.5360529,0.000040472078,0.000008719371,4.9083224e-7,0.038935315,0.000028466698,0.00074979285,0.00087559735,0.42289785,0.00014045494],"about_ca_topic_score_codex":0.0013728394,"about_ca_topic_score_gemma":0.011363168,"teacher_disagreement_score":0.41183123,"about_ca_system_score_codex":0.000029197165,"about_ca_system_score_gemma":0.000037719114,"threshold_uncertainty_score":0.9956464},"labels":[],"label_agreement":null},{"id":"W4413523015","doi":"10.64628/aam.9ssj39yny","title":"How language can turn down the temperature of heated climate change discourse","year":2023,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Turn (biochemistry); Climate change; Environmental science; Climatology; Chemistry; Geology","score_opus":0.3321030017494,"score_gpt":0.4539753287712243,"score_spread":0.12187232702182432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413523015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81306165,0.00016935346,3.5409371e-7,0.16172321,0.0002676639,0.00033584892,0.00011804565,0.00021492942,0.02410894],"genre_scores_gemma":[0.987212,0.0053840284,0.0000075882044,0.0005658542,0.00020363853,0.000035714747,0.00012282272,0.00000712461,0.0064612045],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992555,0.00018417911,0.00007798178,0.000088361754,0.00018909504,0.00020492825],"domain_scores_gemma":[0.99950683,0.000057198024,0.00004550728,0.00028952627,0.00005377297,0.000047162383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049026264,0.00006072904,0.00008361482,0.000051956944,0.00040342356,0.00009174157,0.00027499106,0.00006653668,0.00054755225],"category_scores_gemma":[0.00005627494,0.000037789017,0.000047769372,0.0005446559,0.00019061645,0.00010489444,0.00007504309,0.00009899934,0.00004425722],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022058743,0.00008115816,0.007038859,0.000053389904,0.000021557436,0.000004452926,0.86252433,7.356049e-7,0.030662375,0.027440185,0.022368116,0.049782768],"study_design_scores_gemma":[0.0003057968,0.000034287583,0.048397344,0.000069544956,0.000022406251,9.0781646e-7,0.8856239,0.000082075465,0.00071045733,0.00016469976,0.06436749,0.00022110649],"about_ca_topic_score_codex":0.004084984,"about_ca_topic_score_gemma":0.05586523,"teacher_disagreement_score":0.17415036,"about_ca_system_score_codex":0.000025505193,"about_ca_system_score_gemma":0.000016471085,"threshold_uncertainty_score":0.9613628},"labels":[],"label_agreement":null},{"id":"W4413523601","doi":"10.64628/aam.d59tvu7d4","title":"Telling stories of our climate futures is essential to thinking through the net-zero choices of today","year":2023,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Futures contract; Net (polyhedron); Zero (linguistics); Economics; Natural resource economics; Financial economics; Mathematics; Philosophy; Linguistics","score_opus":0.3222517107312411,"score_gpt":0.47453909067033495,"score_spread":0.15228737993909386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413523601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8475076,0.00037111284,0.00063112954,0.043847866,0.0014059953,0.00048800424,0.00004341887,0.00025416876,0.10545069],"genre_scores_gemma":[0.990358,0.006957897,0.0004415936,0.00057555805,0.00029865303,0.000008634018,0.0000116462425,0.0000071015656,0.0013409428],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990289,0.00013466217,0.0002109429,0.000104248065,0.00033757597,0.00018367515],"domain_scores_gemma":[0.99931186,0.00016990099,0.00011686324,0.00025986874,0.00011416999,0.000027338452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007875597,0.00006374902,0.00012220061,0.0000469756,0.00067667547,0.000057169815,0.00045076036,0.00005868145,0.0005431093],"category_scores_gemma":[0.000079807716,0.000045178695,0.00006484869,0.00051608897,0.000088849,0.00015623962,0.00015660726,0.00006996154,0.000041666968],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022629447,0.000034300207,0.0030053018,0.00004998122,0.000021150512,1.6503834e-7,0.92032677,0.00014979398,0.0032681648,0.05218556,0.01371549,0.0072206818],"study_design_scores_gemma":[0.00015529386,0.000044941735,0.005706659,0.00010439963,0.000029313158,1.6316821e-7,0.72373384,0.0001339075,0.0039336476,0.0077481093,0.2582253,0.0001844529],"about_ca_topic_score_codex":0.006773491,"about_ca_topic_score_gemma":0.013565211,"teacher_disagreement_score":0.2445098,"about_ca_system_score_codex":0.000018482117,"about_ca_system_score_gemma":0.000024164694,"threshold_uncertainty_score":0.9998405},"labels":[],"label_agreement":null},{"id":"W4413525983","doi":"10.64628/aam.qn69pruj7","title":"Could the good news story about the ecological crisis be the collective grief we are feeling?","year":2023,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Feeling; Grief; Ecological crisis; Psychology; Ecology; Sociology; Social psychology; Psychotherapist; Biology","score_opus":0.48652809517373574,"score_gpt":0.45403477957099464,"score_spread":0.0324933156027411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413525983","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072350025,0.0002774409,0.000011376427,0.7416982,0.00043413977,0.0005817999,0.000020145999,0.0002214682,0.18440537],"genre_scores_gemma":[0.9320527,0.016248055,0.000009587541,0.019078108,0.00039606754,0.00020720136,0.000011436743,0.000010382172,0.031986497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979732,0.0011812871,0.00013011094,0.00014885252,0.00032416199,0.00024240039],"domain_scores_gemma":[0.99752396,0.0017744735,0.00008923818,0.00044598104,0.00011978656,0.00004657435],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018669142,0.00008564171,0.00009696919,0.000027064016,0.004059898,0.00017779681,0.00082511455,0.00011312507,0.003243162],"category_scores_gemma":[0.0004515851,0.000036460417,0.000098155455,0.0007337962,0.0004672052,0.00006262923,0.00018866325,0.00035887506,0.0003582704],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011410134,0.000051812392,0.0023705082,0.0000022294585,0.000019140189,5.35238e-7,0.17321439,0.000020021465,0.000013936304,0.013814373,0.8077816,0.0027000576],"study_design_scores_gemma":[0.000060574046,0.000013834059,0.04100758,0.0000031501193,0.000010298829,2.1096434e-7,0.37398657,0.00011405141,0.0000011237669,0.0016201063,0.5831317,0.000050809806],"about_ca_topic_score_codex":0.0019645076,"about_ca_topic_score_gemma":0.102831036,"teacher_disagreement_score":0.85970265,"about_ca_system_score_codex":0.00016829542,"about_ca_system_score_gemma":0.00010991889,"threshold_uncertainty_score":0.997668},"labels":[],"label_agreement":null},{"id":"W4413526197","doi":"10.64628/aam.gad5xpqw5","title":"Have we reached the end of nature? Our relationship with the environment is in crisis","year":2023,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Business; Financial system","score_opus":0.37383499651547775,"score_gpt":0.43229836981024666,"score_spread":0.05846337329476892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413526197","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22006361,0.00013226822,0.000021155267,0.72218436,0.000032209016,0.00027037124,0.000008462876,0.00003381325,0.05725375],"genre_scores_gemma":[0.9927669,0.0019896305,0.000028880131,0.0006252574,0.00002001005,0.00002168145,0.000008150564,0.0000032579985,0.004536216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99932444,0.00023785353,0.00008103913,0.0000679766,0.00020345305,0.00008525934],"domain_scores_gemma":[0.9994411,0.00022263378,0.000042230276,0.000267141,0.000011790973,0.000015128092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084524223,0.000035636604,0.000043548807,0.000034885135,0.00025831503,0.000018100767,0.00021924253,0.000062352534,0.000605607],"category_scores_gemma":[0.000037330574,0.000018213163,0.000022187316,0.00023052242,0.00009586469,0.000053631575,0.000042797248,0.0001692131,0.000071282455],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002458712,0.00008507014,0.10858739,0.000010236934,0.000018275936,5.7066063e-7,0.7581578,0.00007399857,0.00019516968,0.05639859,0.06855836,0.007889989],"study_design_scores_gemma":[0.00012111678,0.000011181,0.31136116,0.000009811705,0.000008293254,1.11154634e-7,0.5550604,0.0001139023,0.00003505585,0.0024560788,0.13076575,0.000057175366],"about_ca_topic_score_codex":0.0014177276,"about_ca_topic_score_gemma":0.018111015,"teacher_disagreement_score":0.7727033,"about_ca_system_score_codex":0.000042482912,"about_ca_system_score_gemma":0.000014151201,"threshold_uncertainty_score":0.9998059},"labels":[],"label_agreement":null},{"id":"W4413526280","doi":"10.64628/aam.hx4sswqmt","title":"Talking about science and technology has positive impacts on research and society","year":2023,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Political science; Engineering ethics; Regional science; Environmental ethics; Sociology; Engineering; Philosophy","score_opus":0.5993281783592821,"score_gpt":0.5497982227469632,"score_spread":0.04952995561231888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413526280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8744098,0.00005618624,0.0000016922169,0.03914243,0.00003656679,0.00013517411,0.0000026365697,0.00013084969,0.08608465],"genre_scores_gemma":[0.9938839,0.004935412,0.000064599175,0.00020592315,0.000028738841,0.0000071388486,0.0000022080453,0.0000029089151,0.00086915446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9991087,0.000058097037,0.000050841365,0.00015808649,0.0003536181,0.00027065573],"domain_scores_gemma":[0.99927413,0.00021540164,0.000014202683,0.00013055318,0.00028752792,0.00007815346],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0026971526,0.000034596724,0.00004528088,0.0002266798,0.00251599,0.00024142634,0.00017215658,0.000067787405,0.00007324212],"category_scores_gemma":[0.00043497942,0.00003081805,0.0000069091625,0.0017716698,0.0033533624,0.00015065708,0.00023039497,0.00014783879,0.000051965693],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017356755,0.000087158165,0.016012138,0.000026040338,0.00001047941,0.0000028808872,0.31916147,3.135923e-7,0.06511288,0.4013654,0.018201392,0.18000248],"study_design_scores_gemma":[0.00048559983,0.00035839606,0.4393522,0.00018145521,0.0000042898146,0.0000041163157,0.4703132,0.0010660441,0.001859199,0.025367832,0.060698714,0.0003089416],"about_ca_topic_score_codex":0.0008785855,"about_ca_topic_score_gemma":0.0014828604,"teacher_disagreement_score":0.42334008,"about_ca_system_score_codex":0.000113913935,"about_ca_system_score_gemma":0.0001248586,"threshold_uncertainty_score":0.99935895},"labels":[],"label_agreement":null},{"id":"W4413546901","doi":"10.64628/aam.e36ks97wt","title":"Climate explained: Why are climate change skeptics often right-wing conservatives?","year":2019,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Skepticism; Right wing; Wing; Political science; Geography; Law; Geology; Physics; Philosophy; Epistemology; Politics","score_opus":0.42895504075240776,"score_gpt":0.4282359577020329,"score_spread":0.0007190830503748802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413546901","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46097103,0.00024615187,0.000028947556,0.025707321,0.00079923484,0.00096483884,0.0000832669,0.0004988341,0.51070035],"genre_scores_gemma":[0.9524841,0.025276175,0.0009796381,0.017436823,0.0005548392,0.00011622138,0.00014330815,0.000043859283,0.0029650528],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982161,0.00032979116,0.00028456195,0.00027241086,0.0003356015,0.00056151743],"domain_scores_gemma":[0.99873054,0.00024604288,0.00020241225,0.0004928955,0.00017883981,0.00014924936],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009429739,0.0001643349,0.00024079146,0.000106791995,0.00076427474,0.0001626374,0.00042495003,0.00015212024,0.009556978],"category_scores_gemma":[0.000075720054,0.0001508176,0.000097009026,0.00032692202,0.00017312754,0.00063263584,0.0002099913,0.00016944285,0.0022253236],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014460301,0.00045673765,0.35934,0.00036815766,0.000052751122,0.000012962138,0.20395333,0.000003278026,0.0018552297,0.39837074,0.013354327,0.022087855],"study_design_scores_gemma":[0.001010457,0.000090091926,0.073638804,0.00038316406,0.000033342345,0.000002367524,0.12609367,0.0009217227,0.000072312454,0.0012417953,0.7957736,0.00073866453],"about_ca_topic_score_codex":0.0007690551,"about_ca_topic_score_gemma":0.00726878,"teacher_disagreement_score":0.78241926,"about_ca_system_score_codex":0.000117200456,"about_ca_system_score_gemma":0.000019110339,"threshold_uncertainty_score":0.99855155},"labels":[],"label_agreement":null},{"id":"W4413573317","doi":"10.64628/aam.t3g7qjcqv","title":"Record-breaking temperatures mean we must change the way we talk about the climate emergency","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of the Fraser Valley","funders":"","keywords":"Climate change; Climatology; Environmental science; Geology; Oceanography","score_opus":0.4595217793658959,"score_gpt":0.44648355388482325,"score_spread":0.01303822548107264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413573317","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16169605,0.03545427,0.000047998732,0.40786707,0.014028656,0.003481425,0.00021681379,0.0008055192,0.3764022],"genre_scores_gemma":[0.46822345,0.52454674,0.00009566197,0.0011860593,0.0017847596,0.00038546714,0.00018547803,0.000033935776,0.003558474],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99654835,0.0013533891,0.0004902144,0.0004958218,0.0005784646,0.0005337739],"domain_scores_gemma":[0.99747324,0.00025008872,0.00035095762,0.0015321743,0.00028663714,0.00010687284],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002076454,0.0003231786,0.0003079765,0.00008045848,0.0026887483,0.00069536496,0.0018157414,0.00038866003,0.021359036],"category_scores_gemma":[0.00014233845,0.00019160184,0.00035561738,0.0004231462,0.00030242512,0.00018994848,0.0016540796,0.0011196177,0.00012746805],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018689037,0.00015099562,0.0017265789,0.00029234798,0.00010966712,0.000006452492,0.7701998,0.000006106859,0.00033708152,0.016314527,0.01925499,0.19158281],"study_design_scores_gemma":[0.00008942616,0.000010575893,0.0066476613,0.00047690302,0.00007401672,0.0000027932488,0.21493539,0.0001645718,0.000014946824,0.0011365699,0.77599037,0.00045676052],"about_ca_topic_score_codex":0.020452468,"about_ca_topic_score_gemma":0.30356997,"teacher_disagreement_score":0.7567354,"about_ca_system_score_codex":0.00016867123,"about_ca_system_score_gemma":0.00009419998,"threshold_uncertainty_score":0.9986096},"labels":[],"label_agreement":null},{"id":"W4413580714","doi":"10.64628/aam.fnpky9asc","title":"The climate crisis demands courage not optimism","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Courage; Optimism; Political science; Psychology; Social psychology; Law","score_opus":0.5184605932848657,"score_gpt":0.4963671472577818,"score_spread":0.022093446027083907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413580714","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013457201,0.000675548,0.00013894802,0.13368471,0.0021840539,0.000683618,0.00013280862,0.00041739736,0.8486257],"genre_scores_gemma":[0.6234985,0.34698188,0.0007598549,0.004832287,0.0006295602,0.0005582684,0.00045405558,0.000046409383,0.022239175],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802214,0.00062768674,0.00026945263,0.00025563038,0.00049060705,0.00033447213],"domain_scores_gemma":[0.99840915,0.00035795523,0.0001769186,0.0008677352,0.000095847034,0.00009242102],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024623123,0.00013771915,0.0001591762,0.000049994218,0.0035615803,0.00042946223,0.0012439666,0.00018223732,0.018902393],"category_scores_gemma":[0.000098990284,0.00010777252,0.00016797842,0.00012471201,0.00018144654,0.000055640277,0.0018601584,0.00063766097,0.00015153698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015018477,0.00030274742,0.0015581826,0.00017212934,0.00015865928,0.00000843109,0.25513372,0.001113443,0.00005424209,0.31590766,0.35157505,0.07386557],"study_design_scores_gemma":[0.00008283505,0.000008678684,0.0010090594,0.0000112339985,0.000024530776,2.9772042e-7,0.07646103,0.0005054386,0.0000024396816,0.0017966958,0.919889,0.00020878385],"about_ca_topic_score_codex":0.0033179813,"about_ca_topic_score_gemma":0.009470893,"teacher_disagreement_score":0.8263866,"about_ca_system_score_codex":0.00025491902,"about_ca_system_score_gemma":0.000112648035,"threshold_uncertainty_score":0.9977356},"labels":[],"label_agreement":null},{"id":"W4413604236","doi":"10.64628/aap.9hd4jrmpf","title":"The invisible effects of human activity on nature","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Psychology","score_opus":0.5064921572226434,"score_gpt":0.5332799582807257,"score_spread":0.026787801058082317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413604236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69235814,0.00016575881,0.000010342751,0.017685587,0.0017390549,0.0007833408,0.000011280798,0.00026175837,0.28698477],"genre_scores_gemma":[0.98319143,0.0063031204,0.0000076053343,0.00013997588,0.00015777675,0.000042475185,0.000020840907,0.0000091542415,0.010127593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990041,0.0003903512,0.00008922253,0.00013655907,0.00026264312,0.0001170911],"domain_scores_gemma":[0.9983751,0.0008588004,0.000114142116,0.0005557981,0.000063622305,0.000032494474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007086622,0.00007540501,0.00011255752,0.00004772014,0.0006600288,0.0000715871,0.0005458262,0.0003728038,0.00012258823],"category_scores_gemma":[0.00030828614,0.00005327122,0.00008610718,0.000117797244,0.00016892025,0.00002173665,0.00040440224,0.00069318037,0.000067398425],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009577856,0.0007030359,0.00399318,0.0014286761,0.00019985042,0.000002854397,0.116499595,0.00003726092,0.01231961,0.5350181,0.117998175,0.21170388],"study_design_scores_gemma":[0.00089089555,0.00038384294,0.41993788,0.0022041153,0.00012141069,1.311957e-7,0.022514472,0.00028398083,0.010777784,0.19156392,0.35000363,0.0013179429],"about_ca_topic_score_codex":0.004373425,"about_ca_topic_score_gemma":0.037046015,"teacher_disagreement_score":0.4159447,"about_ca_system_score_codex":0.000082663115,"about_ca_system_score_gemma":0.000046614652,"threshold_uncertainty_score":0.9805254},"labels":[],"label_agreement":null},{"id":"W4413604645","doi":"10.64628/aam.qyqgqs7dn","title":"Reducing eco-anxiety is a critical step in achieving any climate action","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Action (physics); Anxiety; Psychology; Natural resource economics; Economics; Psychiatry","score_opus":0.6045213022531589,"score_gpt":0.5320294224071326,"score_spread":0.07249187984602634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413604645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50048625,0.00035057642,0.0008908647,0.11484705,0.004431012,0.0015019752,0.00018215625,0.0017038232,0.3756063],"genre_scores_gemma":[0.9340743,0.060405217,0.0017349694,0.0006822364,0.0006079358,0.0001196484,0.00014735287,0.0000410187,0.0021873368],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978573,0.00051731424,0.00039247063,0.00044976233,0.00033564662,0.000447526],"domain_scores_gemma":[0.99879247,0.0003235412,0.00010399105,0.0005568183,0.000105879524,0.00011729776],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020774486,0.00016535429,0.00024644998,0.00021625977,0.0005308026,0.00029245508,0.0004424494,0.00046312777,0.0032085225],"category_scores_gemma":[0.00052921014,0.00018416053,0.00013949281,0.00029922818,0.00015228447,0.00019826303,0.00079449516,0.0007896468,0.00049674156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015555865,0.0008519547,0.11814351,0.0031950139,0.00009048037,0.000014186132,0.46246246,0.00035013453,0.002091033,0.052803308,0.035482276,0.32436007],"study_design_scores_gemma":[0.00089701544,0.0000737526,0.30071837,0.0040861457,0.00016467366,0.0000052175806,0.410993,0.029001383,0.00010169867,0.0102796685,0.24105462,0.0026244274],"about_ca_topic_score_codex":0.017990762,"about_ca_topic_score_gemma":0.05348069,"teacher_disagreement_score":0.43358803,"about_ca_system_score_codex":0.00052051997,"about_ca_system_score_gemma":0.00012375305,"threshold_uncertainty_score":0.99770266},"labels":[],"label_agreement":null},{"id":"W4413606443","doi":"10.64628/aap.t34k4caue","title":"Changements climatiques, pandémie : les scientifiques devraient pouvoir informer le public librement","year":2023,"lang":"fr","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.7545490946076423,"score_gpt":0.47341552534469655,"score_spread":0.28113356926294575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413606443","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.074594244,0.0017776178,0.0028846364,0.25651574,0.0072790124,0.0032248728,0.00038113093,0.0016928312,0.65164995],"genre_scores_gemma":[0.41345674,0.18591948,0.00727263,0.0038741573,0.0016070965,0.0017649673,0.005257466,0.00020751964,0.38063997],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948688,0.0009006285,0.0010691351,0.0008595163,0.001232243,0.0010696788],"domain_scores_gemma":[0.9967848,0.00021879148,0.0006284955,0.0012248756,0.0006857864,0.0004572378],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00378464,0.0005410806,0.0005255225,0.0004987822,0.0021849088,0.0011709713,0.0017126857,0.0006434111,0.014824717],"category_scores_gemma":[0.00024763925,0.0005476823,0.0003616967,0.0010457396,0.0010329139,0.00087287294,0.0029625061,0.00066324126,0.0040037306],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025813573,0.0012075225,0.01478346,0.00089918525,0.00028812853,0.0000032913001,0.09868889,0.00003382414,0.00025552537,0.4445418,0.091875255,0.3473973],"study_design_scores_gemma":[0.00033450054,0.000051445684,0.015499479,0.0005388745,0.000047724312,6.841198e-7,0.030426651,0.00096403155,0.00006373021,0.0050184033,0.9463803,0.0006741628],"about_ca_topic_score_codex":0.016854536,"about_ca_topic_score_gemma":0.078154646,"teacher_disagreement_score":0.85450506,"about_ca_system_score_codex":0.0011140258,"about_ca_system_score_gemma":0.00062753016,"threshold_uncertainty_score":0.9998659},"labels":[],"label_agreement":null},{"id":"W4413844203","doi":"10.1145/3737609.3747099","title":"Datafication of Climate Change: From Prediction to Participation","year":2025,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Erasmus+; European Commission","keywords":"Climate change; Computer science; Environmental science; Geology; Oceanography","score_opus":0.593084547609881,"score_gpt":0.5312025771754786,"score_spread":0.06188197043440247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413844203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59451896,0.00009426477,0.005475,0.02231551,0.0006510995,0.0009062644,0.0002535336,0.00023382579,0.37555152],"genre_scores_gemma":[0.99515367,0.002981881,0.0005190595,0.0006095106,0.000091645255,0.00009607085,0.00027012225,0.000002408015,0.00027561674],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99941224,0.00011400437,0.0001624047,0.0001007665,0.00011543361,0.00009516528],"domain_scores_gemma":[0.9995009,0.00007056344,0.000047492198,0.00024645936,0.000096251606,0.00003834536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033696473,0.00003509832,0.000060564147,0.00008348888,0.00017523253,0.000022111335,0.00013778199,0.00004846659,0.0008404385],"category_scores_gemma":[0.00011912201,0.000036742957,0.000017538085,0.0003327743,0.00003693659,0.00018423393,0.000049903498,0.000028587097,0.00007983707],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006924701,0.0002286992,0.09747636,0.000027088669,0.000014129448,3.70436e-8,0.066791214,0.000009719241,0.005961741,0.16229331,0.003670493,0.66345793],"study_design_scores_gemma":[0.0002230972,0.000026607624,0.8050442,0.000090270085,0.00003099387,7.764435e-9,0.009898052,0.00093555066,0.0006205256,0.0017097831,0.18133381,0.00008714712],"about_ca_topic_score_codex":0.0034838745,"about_ca_topic_score_gemma":0.008116597,"teacher_disagreement_score":0.7075678,"about_ca_system_score_codex":0.000053648942,"about_ca_system_score_gemma":0.000016421003,"threshold_uncertainty_score":0.9202212},"labels":[],"label_agreement":null},{"id":"W4413990267","doi":"10.33524/cjar.v25i2.794","title":"Goldman, L. (2022). Climate change and youth: Turning grief and anxiety into activism. Routledge.","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nipissing University","funders":"","keywords":"Grief; Anxiety; Action research; Climate change; Psychology; Sociology; Political science; Psychotherapist; Pedagogy; Oceanography; Psychiatry","score_opus":0.6033762149512829,"score_gpt":0.5131447849639493,"score_spread":0.09023142998733358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413990267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91297495,0.0026158146,0.0000113714605,0.058994647,0.00047260989,0.00027620204,0.000011819327,0.000010194076,0.024632357],"genre_scores_gemma":[0.9730763,0.025903998,0.000016585218,0.00024130245,0.0002865399,0.0000052804567,0.0000026083555,0.0000051851193,0.00046220302],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844146,0.00075181836,0.00014910368,0.000088532266,0.00027378657,0.00029530612],"domain_scores_gemma":[0.9988777,0.00021686949,0.00007877877,0.0001462247,0.0003885386,0.00029188732],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004461545,0.000055909022,0.00009669623,0.00039904134,0.002466898,0.000341301,0.00025155343,0.00008667903,0.00020987041],"category_scores_gemma":[0.0004101651,0.000044854394,0.00002840672,0.00047630243,0.000539516,0.00031859978,0.000058509955,0.00062589755,0.0000062732247],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011114361,0.000024243396,0.027747592,0.00006714684,0.000045980938,0.0000046395057,0.36663514,0.0000014007969,0.000994814,0.023582537,0.00426121,0.57652414],"study_design_scores_gemma":[0.0006658635,0.00013604687,0.18083021,0.00038538253,0.00004707102,0.00002570017,0.27669385,0.00015046762,0.000098525954,0.007141172,0.53361976,0.00020595129],"about_ca_topic_score_codex":0.0910803,"about_ca_topic_score_gemma":0.6784363,"teacher_disagreement_score":0.587356,"about_ca_system_score_codex":0.0003980984,"about_ca_system_score_gemma":0.00047847218,"threshold_uncertainty_score":0.99883175},"labels":[],"label_agreement":null},{"id":"W4413990806","doi":"10.33524/cjar.v25i2.795","title":"Singh, V. (2023). Teaching climate change: Science, stories, justice. Taylor &amp; Francis.","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Action Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Social justice; Climate change; Sociology; Action research; Economic Justice; Political science; Environmental ethics; Social science; Pedagogy; Law; Philosophy; Ecology; Biology","score_opus":0.7288100976485845,"score_gpt":0.587884238141232,"score_spread":0.14092585950735248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413990806","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28412035,0.0023819895,0.00026746586,0.20324081,0.007625809,0.000855981,0.00003812646,0.000042847973,0.5014266],"genre_scores_gemma":[0.9940876,0.00173114,0.0001196904,0.0005627302,0.0009146238,0.000009482886,0.0000026367964,0.0000066190955,0.0025655061],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972086,0.0009858429,0.00023627366,0.00011222266,0.0008540123,0.0006030687],"domain_scores_gemma":[0.9973844,0.00040261485,0.00012445351,0.00031875228,0.001346824,0.0004229184],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.016417155,0.000065013715,0.00011108696,0.0011027511,0.009656307,0.00066540606,0.0010053349,0.00008473998,0.0008950804],"category_scores_gemma":[0.0027688385,0.000052694733,0.000051851042,0.0017045995,0.0014983674,0.00056021934,0.000063167,0.0011556371,0.000084364714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001268618,0.00008124472,0.005363357,0.000112366695,0.00004032223,0.000012917215,0.1959752,0.000026841348,0.0025952721,0.1926833,0.064174786,0.5388075],"study_design_scores_gemma":[0.00013580707,0.000027426784,0.0070187864,0.00008028056,0.000017876884,0.000005338954,0.044606473,0.00004946472,0.000016467338,0.0014506108,0.94652545,0.00006598323],"about_ca_topic_score_codex":0.12167756,"about_ca_topic_score_gemma":0.7939856,"teacher_disagreement_score":0.8823507,"about_ca_system_score_codex":0.0016518221,"about_ca_system_score_gemma":0.002573172,"threshold_uncertainty_score":0.991633},"labels":[],"label_agreement":null},{"id":"W4413993709","doi":"10.1038/s43247-025-02737-9","title":"An editorial point of view for the five-year anniversary","year":2025,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Point (geometry); History; Environmental ethics; Philosophy; Mathematics","score_opus":0.2173981489845243,"score_gpt":0.4195380609828173,"score_spread":0.202139911998293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413993709","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06775816,0.036079977,0.049850162,0.41570586,0.028271908,0.017023519,0.0010876965,0.00071835116,0.38350436],"genre_scores_gemma":[0.87321305,0.11456674,0.0070414445,0.00056635484,0.0015252472,0.0003200699,0.00023586652,0.000014488748,0.0025167596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991043,0.00034988415,0.00018366853,0.00010114575,0.00014900605,0.000111957284],"domain_scores_gemma":[0.9975163,0.0005386168,0.000085197215,0.0017755935,0.000046543108,0.000037757884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008227185,0.00005986295,0.000092752896,0.00004200116,0.0009642148,0.000028821833,0.0011519716,0.00006617137,0.00032976977],"category_scores_gemma":[0.000069962545,0.00005340394,0.000069644724,0.000113466056,0.0005550518,0.00011552766,0.00021931433,0.00011282206,0.000033443903],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022093463,0.0023102073,0.0044642333,0.00009281673,0.00022606329,8.744934e-8,0.10751382,0.0007065816,0.0044466527,0.40815234,0.11558536,0.3562809],"study_design_scores_gemma":[0.00023318533,0.000029304334,0.0048895455,0.000019020814,0.000030312021,2.3404244e-8,0.010552959,0.0004253662,0.000020929569,0.000797121,0.98294824,0.000053976997],"about_ca_topic_score_codex":0.00045044365,"about_ca_topic_score_gemma":0.0007914987,"teacher_disagreement_score":0.8673629,"about_ca_system_score_codex":0.000062188636,"about_ca_system_score_gemma":0.00005568033,"threshold_uncertainty_score":0.7416058},"labels":[],"label_agreement":null},{"id":"W4414110840","doi":"10.1371/journal.pone.0331672","title":"More than scientists: How message and messenger attributes influence viewers’ climate change intentions","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Relevance (law); Climate change; Function (biology); Multilevel model; Action (physics); Politics; Biology and political orientation; Predictive power","score_opus":0.42016202051733903,"score_gpt":0.4064032242281364,"score_spread":0.013758796289202624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414110840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9243107,0.0015804103,0.00001246354,0.05820129,0.00010671078,0.0005181567,0.000081878185,0.00016099265,0.015027435],"genre_scores_gemma":[0.97409135,0.023346705,0.0002701304,0.0007343515,0.000062377796,0.00013404433,0.000041281037,0.000006693872,0.0013130615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888843,0.00016114584,0.00012604747,0.00020984953,0.00034751973,0.0002670148],"domain_scores_gemma":[0.9991462,0.00011567225,0.00006893681,0.0003037815,0.0002782537,0.000087140485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064508227,0.00009229898,0.00015997382,0.00014671992,0.0009118771,0.00023764743,0.00028118177,0.00008045118,0.00020994153],"category_scores_gemma":[0.00043798538,0.000094602154,0.000038494665,0.0005588335,0.00045755875,0.00045175804,0.00021726142,0.000127843,0.000032453623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005324862,0.0030844256,0.5705142,0.0013378931,0.0003328957,0.0000069369894,0.15304083,3.6702582e-7,0.11185596,0.1376918,0.00338185,0.018699609],"study_design_scores_gemma":[0.00064995856,0.00005390092,0.9255833,0.0022768788,0.00027294894,5.750592e-7,0.03877404,0.00020628536,0.00086227123,0.0013234155,0.029514065,0.00048235367],"about_ca_topic_score_codex":0.00030160227,"about_ca_topic_score_gemma":0.0037960485,"teacher_disagreement_score":0.35506913,"about_ca_system_score_codex":0.000082553495,"about_ca_system_score_gemma":0.000030715753,"threshold_uncertainty_score":0.70135134},"labels":[],"label_agreement":null},{"id":"W4414203954","doi":"10.3138/cjc-2024-0038","title":"The “Deadly Sins” of Scientific Endeavour as a Narrative Framework for Self-Reflection in Science Communication","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Science communication; Narrative; Scholarship; Metaphor; Scientific communication; Conceptual framework; Public awareness of science; Sociology of scientific knowledge","score_opus":0.22375599804140167,"score_gpt":0.47241047651384094,"score_spread":0.24865447847243927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414203954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8454103,0.008511918,0.002274523,0.07781232,0.0013275414,0.0014500887,0.000014990722,0.000034651246,0.06316366],"genre_scores_gemma":[0.9920556,0.003523326,0.003975627,0.00013049174,0.000022550585,0.000025024066,0.000008972225,0.0000055156556,0.00025287067],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998093,0.0007521254,0.0005283445,0.0001005724,0.00027539552,0.00025055298],"domain_scores_gemma":[0.99556667,0.0011850666,0.00053626776,0.000915994,0.0016469723,0.00014901953],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0068545975,0.00007571786,0.00014922122,0.00069944054,0.004093233,0.00038293033,0.0019670487,0.000108192966,0.000035677655],"category_scores_gemma":[0.0030055293,0.00007021479,0.00007538549,0.0018456442,0.0021863482,0.0005118973,0.00005910523,0.00036933296,0.000002775858],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049440256,0.00006894461,0.0023869537,0.0000134948905,0.000020835274,1.224254e-7,0.18897973,0.00004003682,0.0006670172,0.7763257,0.0008682775,0.030579474],"study_design_scores_gemma":[0.0008169103,0.00013471897,0.018761018,0.0010448772,0.000053452317,0.00000455063,0.20145033,0.00064319366,0.00080918457,0.3785569,0.39748812,0.0002367251],"about_ca_topic_score_codex":0.008194283,"about_ca_topic_score_gemma":0.34560668,"teacher_disagreement_score":0.39776877,"about_ca_system_score_codex":0.0009780966,"about_ca_system_score_gemma":0.004572309,"threshold_uncertainty_score":0.9984102},"labels":[],"label_agreement":null},{"id":"W4414248170","doi":"10.3390/cli13090190","title":"A Typology of Climate Obstruction Discourses: Phenomenon, Action, Source","year":2025,"lang":"en","type":"article","venue":"Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université Laval","funders":"","keywords":"Typology; Skepticism; Climate justice; Action (physics); Climate change; Credibility; Politics; Cognitive reframing","score_opus":0.2637767587916315,"score_gpt":0.47755312571404834,"score_spread":0.21377636692241686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414248170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53659344,0.00041714002,0.00025714296,0.004682776,0.0011915246,0.0003316862,0.000041161802,0.00021716628,0.45626795],"genre_scores_gemma":[0.968664,0.02963752,0.00018975307,0.00023473069,0.00012572604,0.000029305587,0.000052815154,0.000010412869,0.0010557445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893355,0.00021400939,0.0002707754,0.00016311355,0.00012063523,0.0002979105],"domain_scores_gemma":[0.999248,0.000108234955,0.00016165324,0.00031223908,0.00012155802,0.00004831509],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004933099,0.00008674264,0.00016473557,0.00014405728,0.00061259064,0.000036493006,0.00023755679,0.00011043698,0.0009694184],"category_scores_gemma":[0.00009281003,0.00009108987,0.000065128166,0.0003733226,0.0003754256,0.00016104792,0.000108022876,0.00010630749,0.0000879874],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021683348,0.0003380695,0.05741611,0.00033657812,0.00006685231,5.3612484e-7,0.048969805,0.00004160529,0.011232814,0.53322184,0.0016070784,0.3465519],"study_design_scores_gemma":[0.0006760338,0.000059435173,0.041246336,0.00015256857,0.000089032335,0.0000018593851,0.18522401,0.00018697324,0.00028697052,0.008364776,0.7634229,0.00028907662],"about_ca_topic_score_codex":0.00043262096,"about_ca_topic_score_gemma":0.0024804953,"teacher_disagreement_score":0.76181585,"about_ca_system_score_codex":0.00011570389,"about_ca_system_score_gemma":0.000053017597,"threshold_uncertainty_score":0.99994385},"labels":[],"label_agreement":null},{"id":"W4414251543","doi":"10.1007/978-981-96-9029-9_27","title":"Tales of Transformation: Working with Narratives for Climate-Just Futures","year":2025,"lang":"en","type":"book-chapter","venue":"Science for sustainable societies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Narrative; Craft; Storytelling; Futures contract; Climate justice; Deconstruction (building); Economic Justice","score_opus":0.2476623304000612,"score_gpt":0.412344613923097,"score_spread":0.16468228352303582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414251543","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052995415,0.0014995231,0.0012644032,0.004333422,0.00023818415,0.002416399,0.00011767932,0.00009917327,0.98950124],"genre_scores_gemma":[0.04592985,0.01185936,0.004670345,0.0002879331,0.00043250676,0.0005865668,0.00024532163,0.00004799306,0.93594015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982519,0.000026065867,0.00032189663,0.00030360624,0.0005250834,0.000571444],"domain_scores_gemma":[0.9974758,0.0002547825,0.00031676123,0.00028666735,0.0015946066,0.000071406175],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0018300901,0.00021418504,0.0003274007,0.00026001342,0.004020937,0.00027180868,0.0007076338,0.00024087235,0.0001303767],"category_scores_gemma":[0.00011901893,0.00019130201,0.00022117508,0.00027774784,0.0034658485,0.00060060277,0.000080409045,0.0001486948,9.187429e-7],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005835316,0.000010877419,0.000006246172,0.0009257336,0.000015161078,1.05266594e-7,0.13362998,0.000008012855,0.000011608584,0.85983694,0.002390135,0.0031068553],"study_design_scores_gemma":[0.00017812592,0.00009480664,0.000006270459,0.00023986716,0.000028685166,1.4612344e-7,0.48899052,0.000019418834,0.00002350936,0.043619048,0.46662977,0.00016982613],"about_ca_topic_score_codex":0.000051251955,"about_ca_topic_score_gemma":0.00051108934,"teacher_disagreement_score":0.8162179,"about_ca_system_score_codex":0.00040478224,"about_ca_system_score_gemma":0.0012924449,"threshold_uncertainty_score":0.9992461},"labels":[],"label_agreement":null},{"id":"W4414286895","doi":"10.1108/978-1-83549-400-4","title":"Eco-Anxiety Rising","year":2025,"lang":"en","type":"book","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Legitimacy; Social constructionism; Politics; Perspective (graphical); Object (grammar); Phenomenon; Public discourse; Strict constructionism","score_opus":0.4042809711843448,"score_gpt":0.46456049888653955,"score_spread":0.060279527702194746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414286895","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003330977,0.0002645796,0.000051492258,0.0031313736,0.00036627948,0.00014799275,0.0000137667075,0.000149738,0.9958714],"genre_scores_gemma":[0.000056071993,0.026180936,0.00016418866,0.0009240461,0.00035314288,0.0000056309154,0.0001777221,0.000006976455,0.9721313],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993369,0.00009515683,0.00012943683,0.00013501917,0.00017493316,0.00012858088],"domain_scores_gemma":[0.9993933,0.00010750827,0.00006174978,0.0003087042,0.00008060738,0.000048144462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000381426,0.000085216496,0.00012293839,0.00007425169,0.00046196056,0.0000857456,0.0003187658,0.00029319242,0.017876538],"category_scores_gemma":[0.000051705578,0.00008842724,0.00009370418,0.00006523574,0.00011112278,0.00005400111,0.0000896855,0.00020350199,0.0006788247],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012160406,0.00000825707,0.000023635288,0.000020250845,0.000007851031,1.1922772e-7,0.0059329425,1.1096975e-7,0.0000011245786,0.13038044,0.77523685,0.08838721],"study_design_scores_gemma":[0.00003162815,0.00000168693,0.000023479392,0.00006673504,0.000012437965,5.8584376e-8,0.0009956895,0.000004093562,2.6520382e-7,0.0072602206,0.99150693,0.000096742544],"about_ca_topic_score_codex":0.00067928084,"about_ca_topic_score_gemma":0.013722319,"teacher_disagreement_score":0.21627012,"about_ca_system_score_codex":0.0003818962,"about_ca_system_score_gemma":0.00045259992,"threshold_uncertainty_score":0.98302126},"labels":[],"label_agreement":null},{"id":"W4414297010","doi":"10.1038/s44168-025-00290-x","title":"The effect of public trust and engagement on climate communication approaches","year":2025,"lang":"en","type":"article","venue":"npj Climate Action","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"University of Waterloo; Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Mitacs; Canada Research Chairs","keywords":"Perception; Climate change; Perspective (graphical); Trustworthiness; Action (physics); Public engagement; Public trust; Public opinion; Risk communication","score_opus":0.5627223907684008,"score_gpt":0.4712965042527792,"score_spread":0.09142588651562161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414297010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80293167,0.00056811154,0.000027654649,0.0107731065,0.00026157565,0.00060550694,0.000010165568,0.00010467763,0.18471752],"genre_scores_gemma":[0.9423029,0.057271246,0.00003346917,0.00006950613,0.000026439646,0.00009030442,0.000045729095,0.0000060217044,0.00015439234],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977276,0.0015097412,0.00021933831,0.00013431894,0.00018439643,0.00022462061],"domain_scores_gemma":[0.9982885,0.0009922329,0.00015631969,0.0004727305,0.000052767515,0.00003741097],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0041291863,0.0000902643,0.00012266259,0.00009859143,0.0020542562,0.00015943506,0.00027371818,0.00008933422,0.000062908526],"category_scores_gemma":[0.00030620198,0.00006840305,0.00004799348,0.00026214766,0.0002931393,0.00019104246,0.00014167622,0.00018862105,0.000017960325],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002368793,0.000113955335,0.043573987,0.00025387667,0.000043710643,6.82409e-8,0.008124956,0.000007596788,0.0009308581,0.16269577,0.00068908837,0.78332925],"study_design_scores_gemma":[0.0023008625,0.000595791,0.23127306,0.00038875616,0.00018920022,0.0000010485286,0.07738417,0.0026117573,0.0029983912,0.0023233474,0.6794639,0.00046972392],"about_ca_topic_score_codex":0.00015421178,"about_ca_topic_score_gemma":0.0011801379,"teacher_disagreement_score":0.7828595,"about_ca_system_score_codex":0.00013579283,"about_ca_system_score_gemma":0.000017364708,"threshold_uncertainty_score":0.9992449},"labels":[],"label_agreement":null},{"id":"W4414321787","doi":"10.1126/science.adx5154","title":"Partisan disparities in the funding of science in the United States","year":2025,"lang":"en","type":"article","venue":"Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Government (linguistics); Science policy; Public policy; Work (physics)","score_opus":0.47778621568833374,"score_gpt":0.5118741311046212,"score_spread":0.03408791541628747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414321787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9549585,0.00006161856,0.000015639274,0.01439779,0.000119286204,0.00013635909,0.0000015917057,0.0000071082463,0.03030213],"genre_scores_gemma":[0.9979509,0.000982357,0.000023020038,0.0009496128,0.000006873472,0.000013170492,0.0000015696111,5.511163e-7,0.00007193169],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99881023,0.00024249456,0.00012438721,0.00011200768,0.0004711261,0.00023977587],"domain_scores_gemma":[0.9992095,0.00039294662,0.00003686135,0.00026825749,0.00007488549,0.00001752501],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007731103,0.000032737113,0.000045486497,0.0003573895,0.0009856438,0.00019145569,0.0016824341,0.000013502334,0.000030457324],"category_scores_gemma":[0.0007096567,0.000020137191,0.000010467697,0.0066586835,0.0059089884,0.00031609443,0.00009912678,0.00009509338,0.0000026236553],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004670366,0.00009056256,0.19924474,0.00001262984,3.064506e-7,4.3418964e-7,0.47533283,0.00010772824,0.0015990051,0.3155438,0.00018909594,0.007874203],"study_design_scores_gemma":[0.00007354134,0.000010590248,0.61466616,0.00006222792,0.0000013045722,1.7666068e-7,0.35760894,0.0013005183,0.00007904138,0.010031149,0.016116612,0.000049709917],"about_ca_topic_score_codex":0.0074318447,"about_ca_topic_score_gemma":0.018919025,"teacher_disagreement_score":0.41542146,"about_ca_system_score_codex":0.00008752163,"about_ca_system_score_gemma":0.00022670953,"threshold_uncertainty_score":0.99917775},"labels":[],"label_agreement":null},{"id":"W4414398522","doi":"10.1016/j.jenvp.2025.102785","title":"The bidirectional relationship between interpersonal climate change discussion and climate change anxiety","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Hong Kong Polytechnic University; Manitoba Health Research Council","keywords":"Climate change; Interpersonal communication; Anxiety; Distress; Political economy of climate change; Effects of global warming","score_opus":0.3299357124152506,"score_gpt":0.46420151061147114,"score_spread":0.13426579819622053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414398522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9006757,0.0024055892,0.000033116947,0.082673,0.0014917703,0.00034098022,0.000074176205,0.000021079193,0.012284566],"genre_scores_gemma":[0.9432668,0.055032708,0.0000697178,0.00094643165,0.0005333071,0.00001624663,0.000010284661,0.000006236558,0.00011824928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877256,0.00039683323,0.0003070812,0.00012049006,0.00018327571,0.00021974214],"domain_scores_gemma":[0.9992676,0.0002665135,0.00023714294,0.00013770127,0.000011810745,0.00007922404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012104711,0.00008658065,0.00013007724,0.00010877944,0.0009788842,0.000044814053,0.00021545839,0.00012165765,0.00019608681],"category_scores_gemma":[0.00005178514,0.00005572413,0.0000823704,0.000117850475,0.0004375193,0.0002657189,0.000107175445,0.0002962336,0.00002476404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007688638,0.000060418715,0.8393342,0.0000050214767,0.000011654502,5.7945493e-7,0.0059246356,2.8174991e-8,0.00013452779,0.0018455156,0.0003877976,0.15221874],"study_design_scores_gemma":[0.0003062758,0.000053479347,0.89147955,0.000049140603,0.000021927075,0.000009359126,0.003953031,0.0000033160115,0.0000011372051,0.00086942955,0.10319683,0.000056536217],"about_ca_topic_score_codex":0.000014313439,"about_ca_topic_score_gemma":0.00017969987,"teacher_disagreement_score":0.15216221,"about_ca_system_score_codex":0.00012470958,"about_ca_system_score_gemma":0.0000069360585,"threshold_uncertainty_score":0.75288844},"labels":[],"label_agreement":null},{"id":"W4414482611","doi":"10.1002/eas2.70029","title":"Emotional turmoil: The psycho‐social uncertainty and sensemaking challenges of climate action","year":2025,"lang":"en","type":"article","venue":"Earth stewardship.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Community College; Government of British Columbia; Government of Canada; University of British Columbia","funders":"Mitacs","keywords":"Sensemaking; Climate change; Context (archaeology); Agency (philosophy); Action (physics); Feeling; Perception; Identity (music); Cognitive reframing","score_opus":0.34513344858808553,"score_gpt":0.4583798298019888,"score_spread":0.11324638121390329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414482611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7486435,0.0018805901,0.00004673422,0.05107677,0.0006799193,0.00033223766,0.000028846267,0.00009970522,0.19721168],"genre_scores_gemma":[0.97893476,0.02025083,0.000038062684,0.00022181257,0.00017693834,0.000008036868,0.0000083063105,0.0000039348715,0.00035731235],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99898696,0.0003836034,0.00015076943,0.00012423257,0.00019911095,0.0001553425],"domain_scores_gemma":[0.9994444,0.00019908912,0.000091042566,0.00014857529,0.000091611626,0.00002524403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083392236,0.00006682011,0.00010456213,0.000058307272,0.0007907196,0.000042820655,0.00012941223,0.0000852355,0.00017726002],"category_scores_gemma":[0.00008366685,0.000055173343,0.00005286502,0.00017451207,0.00025276412,0.0000818488,0.00005545119,0.00012591748,0.000008339172],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001057079,0.00010450791,0.0051687057,0.00021525096,0.00005083439,3.9412006e-7,0.0922573,0.000019285464,0.00056934456,0.2781301,0.00066363695,0.62271494],"study_design_scores_gemma":[0.00059757824,0.000041344523,0.6049562,0.00019859795,0.000040037125,0.0000016167088,0.11001641,0.00023462673,0.000042280102,0.00710088,0.27656874,0.00020168803],"about_ca_topic_score_codex":0.000373307,"about_ca_topic_score_gemma":0.0073038433,"teacher_disagreement_score":0.62251323,"about_ca_system_score_codex":0.000026509979,"about_ca_system_score_gemma":0.000040744548,"threshold_uncertainty_score":0.60816556},"labels":[],"label_agreement":null},{"id":"W4414525180","doi":"10.1177/09636625251367685","title":"Scientists’ public engagement goals: Perceived importance and personal prioritization","year":2025,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture","keywords":"Public engagement; Sense of agency; Agency (philosophy); Prioritization; Social engagement; Survey data collection; Goal setting; Social media","score_opus":0.586152365656085,"score_gpt":0.45622151658434057,"score_spread":0.1299308490717444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414525180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65444803,0.00043180032,0.013633014,0.043025795,0.00070547586,0.0005086316,0.000011240443,0.00014821927,0.28708777],"genre_scores_gemma":[0.99709636,0.0016335803,0.00046101707,0.00021865613,0.000023471039,0.000008241807,0.000006148419,0.0000032674632,0.0005492581],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982951,0.00015319705,0.00021825002,0.00030693534,0.0006647893,0.00036169513],"domain_scores_gemma":[0.9990619,0.00015095674,0.00012428458,0.00020456362,0.00030501827,0.00015327618],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0043111406,0.0000780631,0.00011080966,0.00057706545,0.0031335985,0.00067287765,0.0005266941,0.00004753646,0.00033302433],"category_scores_gemma":[0.0011693024,0.00008207522,0.000029136834,0.0022698317,0.0049930625,0.0011685243,0.00019509225,0.000105921856,0.0000024757721],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029798618,0.00006180437,0.07605051,0.000033722325,0.0000057204,1.958637e-7,0.039434034,2.2996853e-7,0.0032245137,0.8744808,0.00036653725,0.0063389684],"study_design_scores_gemma":[0.001023054,0.000066586894,0.29339024,0.00024937565,0.000027702481,0.0000023616847,0.588935,0.00432782,0.000060426002,0.042349424,0.06905962,0.00050834304],"about_ca_topic_score_codex":0.00010921652,"about_ca_topic_score_gemma":0.0010135601,"teacher_disagreement_score":0.8321314,"about_ca_system_score_codex":0.00093882845,"about_ca_system_score_gemma":0.0007881685,"threshold_uncertainty_score":0.9981642},"labels":[],"label_agreement":null},{"id":"W4414560145","doi":"","title":"Health psychology and climate change: a race against time","year":2023,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Race (biology); Position (finance); Mental health; Public health; Work (physics)","score_opus":0.13821315083067146,"score_gpt":0.3881636060890813,"score_spread":0.24995045525840984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414560145","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021834095,0.0031921465,0.00024377061,0.121101946,0.00023749341,0.00067444413,0.00015576211,0.0013387887,0.8728373],"genre_scores_gemma":[0.0017360391,0.4246493,0.0050415182,0.0033553184,0.00018201144,0.00019826647,0.00076997606,0.0006345422,0.56343305],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9919763,0.0063362434,0.00033284732,0.00053862296,0.0003217381,0.0004942022],"domain_scores_gemma":[0.9969542,0.0006855579,0.00049017125,0.0012654437,0.00033952482,0.00026508656],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006020892,0.00024586738,0.0003958438,0.00031672505,0.0007449708,0.00019237005,0.0007332773,0.0003642225,0.0016110047],"category_scores_gemma":[0.0006490702,0.00028083095,0.00009542031,0.00053628464,0.0005106039,0.000110632376,0.00037776536,0.00032637114,0.00096972845],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008915964,0.00030543128,0.000881299,0.00015750909,0.000045240744,0.0000027981428,0.068348624,8.610891e-8,0.00007979838,0.03362226,0.2945292,0.60201883],"study_design_scores_gemma":[0.00030620614,4.2121488e-7,0.0014696013,0.001335584,0.000010686634,0.0000015746748,0.0003570751,0.0001683487,0.000004144332,0.00014351372,0.99593085,0.00027197003],"about_ca_topic_score_codex":0.0055610184,"about_ca_topic_score_gemma":0.12192611,"teacher_disagreement_score":0.70140165,"about_ca_system_score_codex":0.000113210306,"about_ca_system_score_gemma":0.00010996652,"threshold_uncertainty_score":0.99996436},"labels":[],"label_agreement":null},{"id":"W4414622909","doi":"10.7302/27022","title":"The Scientist?s (Social Media) Playbook: A Triangulated Approach to Understanding Scientists? Self-Presentation, Audience Norms, and the Public Communication of Science","year":2025,"lang":"en","type":"dissertation","venue":"Deep Blue (University of Michigan)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Science communication; Social media; Identity (music); Key (lock); Prosocial behavior; Public engagement; Technical communication; Scholarly communication","score_opus":0.18725218395275234,"score_gpt":0.35049301004316097,"score_spread":0.16324082609040863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414622909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93113863,0.0007852582,0.0009940873,0.005816307,0.0008046027,0.0011972622,0.00005403462,0.00006871109,0.059141085],"genre_scores_gemma":[0.99294657,0.0042892396,0.00071656593,0.000034805675,0.0000286964,0.000003985557,0.00026720832,0.000007388667,0.0017055266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977511,0.0005502386,0.00025239887,0.00031916265,0.00084194733,0.00028512132],"domain_scores_gemma":[0.99745953,0.00078083965,0.000525956,0.000523342,0.00060677377,0.00010356275],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0036203193,0.00013034439,0.00026382925,0.00053290505,0.007865032,0.00025294675,0.0021544918,0.00014881157,0.000024301273],"category_scores_gemma":[0.0004990954,0.000118554366,0.000097353564,0.0026207056,0.004626749,0.00041829373,0.00034718006,0.00023593061,0.0000036966999],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010971681,0.00005266909,0.000009400472,0.00006009829,0.000028828192,1.15250835e-7,0.73178625,0.000003262406,0.00010972952,0.26569703,0.00009933176,0.0020435296],"study_design_scores_gemma":[0.0008994366,0.000008668888,0.0018022717,0.00009480908,0.000104610815,5.328779e-7,0.98686177,0.0009652898,0.000016943297,0.0029506134,0.0061417655,0.0001532857],"about_ca_topic_score_codex":0.0006525064,"about_ca_topic_score_gemma":0.25857636,"teacher_disagreement_score":0.26274642,"about_ca_system_score_codex":0.00026996486,"about_ca_system_score_gemma":0.00057590305,"threshold_uncertainty_score":0.9980821},"labels":[],"label_agreement":null},{"id":"W4414747641","doi":"10.1038/s43247-025-02655-w","title":"Publics and UK parliamentarians underestimate the urgency of peaking global greenhouse gas emissions","year":2025,"lang":"en","type":"article","venue":"Communications Earth & Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Climate change; Greenhouse gas; Publics; Parliament; Global warming; Public opinion; Global climate; Global temperature; Normative","score_opus":0.26358565147604185,"score_gpt":0.41003485957183733,"score_spread":0.14644920809579548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414747641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38713294,0.013702097,0.010236533,0.26389933,0.00035120916,0.0023752886,0.00020962603,0.0002495592,0.32184342],"genre_scores_gemma":[0.93034977,0.0662612,0.0023155522,0.00035175824,0.000010797567,0.00004904511,0.000043392643,0.0000048756506,0.0006136076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988496,0.0004157646,0.00026323236,0.0001308019,0.00017324196,0.00016737772],"domain_scores_gemma":[0.9979166,0.00025136312,0.00012241538,0.0016137795,0.00002303679,0.000072838986],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005683001,0.00008748721,0.00010792081,0.000041645588,0.001465776,0.00006836669,0.0009120221,0.0000631593,0.0005635967],"category_scores_gemma":[0.00009611609,0.0000769092,0.000049714432,0.0002293097,0.0008942322,0.00008730851,0.00069347257,0.00014531401,0.000019562032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023160945,0.00092178,0.1458383,0.000037927013,0.00012617144,3.5555237e-7,0.03535516,0.00016760036,0.0007345464,0.48749208,0.003950951,0.32535195],"study_design_scores_gemma":[0.00028731517,0.000024284143,0.11089318,0.00008241373,0.00007274654,9.0284476e-7,0.016257623,0.0014469294,0.000008248615,0.007863102,0.8629107,0.0001525655],"about_ca_topic_score_codex":0.0025318915,"about_ca_topic_score_gemma":0.011905074,"teacher_disagreement_score":0.85895973,"about_ca_system_score_codex":0.0001322553,"about_ca_system_score_gemma":0.0000809656,"threshold_uncertainty_score":0.9998342},"labels":[],"label_agreement":null},{"id":"W4414827832","doi":"10.1016/j.tele.2025.102329","title":"Framing the climate: How TikTok’s algorithm shapes environmental discourse","year":2025,"lang":"en","type":"article","venue":"Telematics and Informatics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Sociotechnical system; Framing (construction); Scholarship; Narrative; Personalization; Performative utterance; Citizen journalism; Legibility; Corporate governance; Agency (philosophy)","score_opus":0.11011776074843888,"score_gpt":0.38465290659071044,"score_spread":0.27453514584227157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414827832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5633534,0.0024748156,0.032974243,0.0480956,0.0009469238,0.0025300633,0.00027709056,0.0003891774,0.34895864],"genre_scores_gemma":[0.9487875,0.034984708,0.01188137,0.00230308,0.00012962782,0.000044194596,0.00007792197,0.000011775498,0.0017798367],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99926245,0.00006054886,0.00024291403,0.00004279208,0.0001952363,0.00019606565],"domain_scores_gemma":[0.99945414,0.0001766643,0.000118098804,0.00018847012,0.000017003653,0.000045646226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006579972,0.000085931024,0.00011279525,0.000050142546,0.0009838141,0.00028680702,0.00024125227,0.00006788153,0.00016932035],"category_scores_gemma":[0.000059369206,0.00006118721,0.000034821718,0.00011295499,0.00033833494,0.00028945657,0.00015684814,0.00013158232,0.000027835622],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034081065,0.00008064849,0.0014920699,0.00023081149,0.000039876722,2.576365e-7,0.23291864,0.000006406024,0.000029120767,0.054254275,0.003853556,0.7070909],"study_design_scores_gemma":[0.0003906908,0.000030053523,0.007082731,0.00017251128,0.00008487727,0.000002299446,0.60088193,0.09261023,0.0000121237,0.0034363219,0.2950234,0.00027282033],"about_ca_topic_score_codex":0.000024055953,"about_ca_topic_score_gemma":0.00011693796,"teacher_disagreement_score":0.7068181,"about_ca_system_score_codex":0.00004626035,"about_ca_system_score_gemma":0.000025185858,"threshold_uncertainty_score":0.75668025},"labels":[],"label_agreement":null},{"id":"W4414892500","doi":"10.3390/jrfm18100569","title":"From Toxic to Transparent: The Effect of Greenpeace’s Detox Campaign on Market Volatility","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Volatility (finance); Stock (firearms); Politics; Stock market; Stock price; Financial market; Survey data collection","score_opus":0.07546382167057539,"score_gpt":0.36387557793716857,"score_spread":0.2884117562665932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414892500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9804675,0.00045301538,0.004001375,0.001605651,0.0003884579,0.0003127964,0.00002478695,0.0000055130795,0.012740903],"genre_scores_gemma":[0.9935776,0.005829791,0.00009264895,0.00015893953,0.000107380474,0.000004850702,9.210771e-7,0.00000197548,0.00022589468],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990002,0.0004140655,0.0002303674,0.00007141734,0.00019571929,0.000088255256],"domain_scores_gemma":[0.9993028,0.0003286477,0.00013492448,0.00015268201,0.000039474395,0.000041444655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015187266,0.000062045336,0.00015769526,0.00009201786,0.0002541428,0.000025505404,0.00023172561,0.000038135317,0.00013588718],"category_scores_gemma":[0.00016370707,0.00004182647,0.00007782461,0.000207154,0.00006560749,0.00004394846,0.000040795567,0.00012248158,0.0000020020216],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077788194,0.00006194091,0.04086373,0.00004486142,0.000025210025,0.0000019006734,0.01964884,0.000020302981,0.00001615969,0.001220403,0.0047806464,0.93253815],"study_design_scores_gemma":[0.00065922365,0.00029897603,0.7402586,0.00027727522,0.00013598739,9.5799116e-8,0.0035411788,0.00005167855,0.000035428668,0.0023155261,0.25235668,0.00006935969],"about_ca_topic_score_codex":0.00061345444,"about_ca_topic_score_gemma":0.002681936,"teacher_disagreement_score":0.9324688,"about_ca_system_score_codex":0.000051954812,"about_ca_system_score_gemma":0.000013517478,"threshold_uncertainty_score":0.19546866},"labels":[],"label_agreement":null},{"id":"W4414909161","doi":"10.1016/j.sftr.2025.101402","title":"The influence of familial nudging on attitudes toward climate change and monetary contributions: An exploration of ease and difficulty with evidence from Japan, Canada, the USA, and Norway","year":2025,"lang":"en","type":"article","venue":"Sustainable Futures","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"Central Research Institute of Electric Power Industry","keywords":"Climate change; Willingness to pay; Perception; Risk perception; Public opinion; Investment (military); Causality (physics); Extreme weather; Willingness to accept","score_opus":0.14753970066570085,"score_gpt":0.3802133060269294,"score_spread":0.23267360536122852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414909161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989371,0.0027773941,0.0000064944265,0.007282857,0.000027145039,0.000398686,0.000046138986,0.000005848744,0.00008442444],"genre_scores_gemma":[0.9793917,0.020210354,0.000012222155,0.00022596106,0.000045238714,0.000050168343,0.00001012288,0.000002297567,0.000051928408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991778,0.00023273853,0.00012805108,0.00012764474,0.00017130125,0.00016245776],"domain_scores_gemma":[0.99891883,0.00047842902,0.00009435274,0.00018498185,0.00028000737,0.000043407483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044472466,0.000074290154,0.00010540671,0.000029834331,0.0011126457,0.00007884016,0.00014399838,0.00003912042,0.0000055499195],"category_scores_gemma":[0.00031824602,0.000044724577,0.000008842854,0.00015088654,0.00043907503,0.00050561863,0.000081901504,0.00008212163,8.052339e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011330659,0.00013323753,0.6376799,0.0006027822,0.00008040502,0.0000050031163,0.23666194,0.00050710485,0.002011956,0.0951939,0.0004128792,0.025577823],"study_design_scores_gemma":[0.00015381814,0.000055262004,0.85758466,0.00013815788,0.000021727408,1.0522729e-7,0.14059217,0.000076958226,0.000039623348,0.0005190918,0.0007639221,0.000054514298],"about_ca_topic_score_codex":0.6339391,"about_ca_topic_score_gemma":0.8692202,"teacher_disagreement_score":0.23528114,"about_ca_system_score_codex":0.000071988215,"about_ca_system_score_gemma":0.00014103552,"threshold_uncertainty_score":0.8557684},"labels":[],"label_agreement":null},{"id":"W4414913612","doi":"10.21203/rs.3.rs-7781780/v1","title":"Eco-Anxiety and Environmental Guilt: A Psychological Review of Emotional Drivers in Climate Behavior","year":2025,"lang":"en","type":"review","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"La Cité Collégiale","funders":"","keywords":"Worry; Feeling; Regret; Affect (linguistics); Climate change; Anxiety","score_opus":0.5795877641887182,"score_gpt":0.6120179837209092,"score_spread":0.03243021953219105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414913612","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000113767455,0.98516494,1.7397736e-7,0.00041623873,0.00004626123,0.0015752601,0.0004210112,0.000013097345,0.012249243],"genre_scores_gemma":[0.00009041048,0.9984584,0.00005074849,0.000038806073,0.000044513785,0.00031735573,0.00073683186,0.000008663637,0.00025429542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99584836,0.0023297698,0.00046090432,0.00033768333,0.0006674844,0.00035582003],"domain_scores_gemma":[0.9986197,0.0005016349,0.00012540811,0.00058336795,0.00005981676,0.00011008575],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032578805,0.00014495039,0.0006482472,0.000303656,0.0002932614,0.000030617153,0.0006917533,0.00029113572,0.0034561038],"category_scores_gemma":[0.0005697515,0.00012802887,0.00022810142,0.0006065148,0.0005645553,0.000070808725,0.00058961904,0.0006242774,0.00006481138],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022792858,0.00022113581,0.0010939245,0.048906267,0.0000050490057,0.0000025769807,0.00056058675,6.1604504e-9,2.695539e-7,0.00059468154,0.0012703278,0.9473429],"study_design_scores_gemma":[0.00008983552,0.000031656487,0.00231259,0.08808205,0.00003993231,0.000002462635,0.0010178904,3.984721e-7,1.0718096e-8,0.000033308526,0.90828127,0.000108621636],"about_ca_topic_score_codex":0.00010800303,"about_ca_topic_score_gemma":0.00036735175,"teacher_disagreement_score":0.9472343,"about_ca_system_score_codex":0.0003994018,"about_ca_system_score_gemma":0.00014498338,"threshold_uncertainty_score":0.9974549},"labels":[],"label_agreement":null},{"id":"W4414947706","doi":"10.1177/23780231251381875","title":"Conceptualizing Affective Climate Polarization","year":2025,"lang":"en","type":"article","venue":"Socius Sociological Research for a Dynamic World","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Politics; Outgroup; Elite; Polarization (electrochemistry); Identity (music); Climate change; Social identity theory; Motivated reasoning","score_opus":0.646998872686864,"score_gpt":0.6202226613331966,"score_spread":0.026776211353667367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414947706","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27897677,0.0024613233,0.010181745,0.050458927,0.001028483,0.005968197,0.00032568895,0.0013432187,0.64925563],"genre_scores_gemma":[0.9859336,0.0024103273,0.00061896374,0.00057878526,0.000105972336,0.00042132344,0.00020013704,0.000010697927,0.009720166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965277,0.0018342696,0.0002186706,0.0003217057,0.00033994493,0.0007577418],"domain_scores_gemma":[0.9954009,0.0037131717,0.00005672155,0.00023280845,0.00049058057,0.000105788014],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005277569,0.00010673967,0.00019841726,0.00022546639,0.003123733,0.0001125718,0.0004183843,0.00024267384,0.0006779979],"category_scores_gemma":[0.002904477,0.000099450845,0.00020558837,0.00094511034,0.0017268909,0.00012870175,0.00021133201,0.0005510023,0.00006639023],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008327319,0.00013251255,0.005309388,0.000052382748,0.00003813029,5.0383125e-7,0.016918775,0.0000044962035,0.0008719873,0.95218486,0.004425254,0.019978423],"study_design_scores_gemma":[0.0014137498,0.00023439423,0.0366974,0.00023101087,0.000040602292,1.677899e-7,0.1402685,0.004880297,0.000015631795,0.46679348,0.34894702,0.00047775582],"about_ca_topic_score_codex":0.000327759,"about_ca_topic_score_gemma":0.0052052396,"teacher_disagreement_score":0.70695686,"about_ca_system_score_codex":0.0009601994,"about_ca_system_score_gemma":0.00020206218,"threshold_uncertainty_score":0.9981741},"labels":[],"label_agreement":null},{"id":"W4415137278","doi":"10.1080/1369118x.2025.2565313","title":"Performing ‘the scientist,’ credibly and authentically: understanding how scientists manage their self-presentation on social media","year":2025,"lang":"en","type":"article","venue":"Information Communication & Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social media; The Internet; Key (lock); Digital media; Government (linguistics)","score_opus":0.3480215312575888,"score_gpt":0.41215064205167645,"score_spread":0.06412911079408767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415137278","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30467585,0.0007407742,0.028155057,0.28503323,0.002028465,0.002924906,0.0001377897,0.0013789631,0.37492496],"genre_scores_gemma":[0.9926268,0.004344777,0.0008962856,0.0015182076,0.00006327313,0.0000547156,0.00022033324,0.00000639853,0.0002692307],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99836135,0.00041410455,0.00032173077,0.00013769555,0.0005050062,0.0002600961],"domain_scores_gemma":[0.9980045,0.00086368195,0.00025138806,0.00055044144,0.0002633877,0.00006657757],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0025121013,0.00013402116,0.00012721316,0.00015826235,0.006073292,0.0012179348,0.00078573514,0.0001450875,0.00009135976],"category_scores_gemma":[0.00031764747,0.000116665746,0.000116817806,0.0009249597,0.0008739274,0.001651432,0.00032984716,0.00031508185,0.000029931616],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012705879,0.000056158253,0.00037071249,0.000056802895,0.000040296945,2.5816123e-8,0.5142508,0.000005662494,0.000033610988,0.43133458,0.02384631,0.029992303],"study_design_scores_gemma":[0.0008765669,0.000011876364,0.022384608,0.00013112326,0.000056351946,9.493144e-7,0.5765402,0.012960139,0.000026103571,0.016208246,0.3705132,0.0002906356],"about_ca_topic_score_codex":0.00006606181,"about_ca_topic_score_gemma":0.00048855215,"teacher_disagreement_score":0.6879509,"about_ca_system_score_codex":0.00061690906,"about_ca_system_score_gemma":0.00010415754,"threshold_uncertainty_score":0.9998189},"labels":[],"label_agreement":null},{"id":"W4415353448","doi":"10.1007/s10393-025-01756-4","title":"Public Engagement with Climate Change and Health: A Global Literature Review","year":2025,"lang":"en","type":"article","venue":"EcoHealth","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Canada; Canadian Medical Association; Wellcome Trust; World Health Organization","keywords":"Climate change; Public health; Public engagement; Animal ecology; Political economy of climate change; Relevance (law); Global warming; Perception","score_opus":0.6889569612520261,"score_gpt":0.5274136007783656,"score_spread":0.16154336047366047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415353448","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010710078,0.18449204,0.000016926297,0.64583755,0.00032155204,0.0014265628,0.00006384601,0.00015106982,0.16661948],"genre_scores_gemma":[0.025658004,0.9246857,0.0003068386,0.048808023,0.00012125504,0.000108289365,0.00007242404,0.0000035584972,0.00023591093],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998746,0.00048122153,0.00016655857,0.00016383035,0.00013646485,0.0003059232],"domain_scores_gemma":[0.9993818,0.000029229155,0.00009198749,0.00023023789,0.00011362274,0.0001531235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002030967,0.00007591498,0.00015771406,0.000042551812,0.00083636877,0.00010650377,0.00014182,0.000042237367,0.00023161157],"category_scores_gemma":[0.000057881007,0.00006428655,0.000019222556,0.00055225607,0.00006593889,0.0001737395,0.00007229939,0.00013539482,0.000039650295],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001861252,0.00013112136,0.032140594,0.006141937,0.000013863414,0.0000016240415,0.018839775,1.4704404e-8,1.8390277e-7,0.2336878,0.050712638,0.65831184],"study_design_scores_gemma":[0.00020056019,0.00006522854,0.047035694,0.0045060534,0.0000055734135,0.0000011583502,0.0007701628,0.000006829654,1.124354e-8,0.00030918283,0.94702065,0.00007890188],"about_ca_topic_score_codex":0.00067545025,"about_ca_topic_score_gemma":0.015556648,"teacher_disagreement_score":0.896308,"about_ca_system_score_codex":0.00028065694,"about_ca_system_score_gemma":0.0001898131,"threshold_uncertainty_score":0.8680975},"labels":[],"label_agreement":null},{"id":"W4415369295","doi":"10.14430/arctic81823","title":"An Exploration of Youth Attitudes on Climate Change in Alaska and Northern Canada","year":2025,"lang":"","type":"article","venue":"ARCTIC","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Arctic; Climate change; Agency (philosophy); Baseline (sea); The arctic; Cold climate","score_opus":0.383987649886567,"score_gpt":0.427894043822049,"score_spread":0.04390639393548201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415369295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99143356,0.000348866,0.000001527756,0.0045031644,0.00026490606,0.00033010516,0.000047173624,0.0000096027,0.0030611053],"genre_scores_gemma":[0.9838754,0.015353076,0.000007784125,0.00060599804,0.000050148556,0.000025094922,0.000051762076,0.000006316432,0.000024450426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987901,0.00033344288,0.00026770667,0.00020514893,0.00019511272,0.00020849284],"domain_scores_gemma":[0.99930954,0.00011309839,0.000117000716,0.00030285068,0.00009348603,0.00006399982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043912002,0.000107801585,0.00016934046,0.00011851626,0.00025139409,0.000043181735,0.00018933702,0.000074477255,0.00012522262],"category_scores_gemma":[0.000058387774,0.00011705876,0.000021095402,0.00040307228,0.0001394477,0.0005038765,0.000058862122,0.00012076114,0.000004771706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000591747,0.00024293858,0.76817375,0.00018770403,0.0000095606,7.0372397e-7,0.18295786,0.000021352265,0.00005133777,0.0027788228,0.0000030008248,0.045513812],"study_design_scores_gemma":[0.00042986343,0.00013760736,0.9155894,0.0007514346,0.000033727963,7.575753e-8,0.081722975,0.00044814567,0.000018682515,0.00038608123,0.00031011627,0.00017189758],"about_ca_topic_score_codex":0.83284646,"about_ca_topic_score_gemma":0.998007,"teacher_disagreement_score":0.16516049,"about_ca_system_score_codex":0.0002831426,"about_ca_system_score_gemma":0.00016800973,"threshold_uncertainty_score":0.47735175},"labels":[],"label_agreement":null},{"id":"W4415376000","doi":"10.1038/s44220-025-00521-4","title":"Prevalence, magnitude and distribution of climate change anxiety in Canada: an interdisciplinary study","year":2025,"lang":"en","type":"article","venue":"Nature Mental Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Balsillie School of International Affairs; University of Waterloo; Acadia University; University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta; Canadian Institutes of Health Research; Alberta Innovates; ArcticNet","keywords":"Climate change; Anxiety; Feeling; Distribution (mathematics); Confidence interval; Survey data collection; Indigenous","score_opus":0.11379610891063024,"score_gpt":0.4800124855473511,"score_spread":0.36621637663672085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415376000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892979,0.001364319,5.3286004e-7,0.006382751,0.00023214957,0.00074866123,0.00022557405,0.000011378305,0.0017367286],"genre_scores_gemma":[0.9836131,0.015730886,0.000011910245,0.00041468328,0.000024147654,0.000026873635,0.00015408795,0.0000021898268,0.00002216544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904674,0.000312972,0.0001772027,0.00013534862,0.00016101863,0.00016670671],"domain_scores_gemma":[0.9996865,0.000021906128,0.00006713642,0.00013161423,0.000029881714,0.00006300645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006404347,0.000056693658,0.00011225022,0.000046704095,0.00034507256,0.00001006392,0.00013034501,0.000059394668,0.000031367574],"category_scores_gemma":[0.000009805048,0.00005639635,0.000010308734,0.00024431027,0.000049695773,0.000120387514,0.00016123045,0.00021290955,2.9537898e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005841574,0.00031664167,0.839147,0.00021189016,0.0000024833623,3.0363015e-7,0.05156079,9.156292e-8,0.000004647649,0.0012695217,0.00032068847,0.10710753],"study_design_scores_gemma":[0.0002566567,0.000076842036,0.9280575,0.00013252941,0.000002524713,1.7110266e-7,0.07003976,0.00004378865,9.876004e-7,0.000058274407,0.0012892627,0.000041709307],"about_ca_topic_score_codex":0.59101546,"about_ca_topic_score_gemma":0.9919352,"teacher_disagreement_score":0.40091977,"about_ca_system_score_codex":0.0010815487,"about_ca_system_score_gemma":0.00029283998,"threshold_uncertainty_score":0.411708},"labels":[],"label_agreement":null},{"id":"W4415383471","doi":"10.1177/10755470251376615","title":"Public Communication about Science in 68 Countries: Global Evidence on How People Encounter and Engage with Information about Science","year":2025,"lang":"en","type":"article","venue":"Science Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity Western University; Western University; University of Victoria; University of Alberta","funders":"European and Developing Countries Clinical Trials Partnership; Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge; Economic and Social Research Council; HORIZON EUROPE Framework Programme; Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi; Centre for Marine Socioecology; National Science and Technology Council; Austrian Science Fund; Lembaga Pengelola Dana Pendidikan; Fundación Española para la Ciencia y la Tecnología; NOMIS Stiftung; Uniwersytet Łódzki; Government of Alberta; Fédération Wallonie-Bruxelles; Universitetet i Bergen; Universidad Peruana Cayetano Heredia; Universität zu Lübeck; Univerzita Karlova v Praze; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Research University Higher School of Economics; United States Agency for International Development; Universität Wien; Quadrature Climate Foundation; Uniwersytet Warszawski; Aston University; Aarhus Universitets Forskningsfond; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Aarhus Universitet; Victoria University of Wellington; City University of Hong Kong; Direktion für Entwicklung und Zusammenarbeit; University of Tasmania; Harvard University; Agentúra na Podporu Výskumu a Vývoja; Bundesamt für Energie; Australian Research Council; University of Warwick; Sloan School of Management, Massachusetts Institute of Technology; John Templeton Foundation; Bundesministerium für Bildung und Forschung; Boston University; Massachusetts Institute of Technology; Social Sciences and Humanities Research Council of Canada; Turun Yliopisto; Branco Weiss Fellowship – Society in Science; Universität Hamburg; California Institute of Technology; Carleton College; Vetenskapsrådet; Fundação para a Ciência e a Tecnologia; Uniwersytet Śląski w Katowicach; Bill and Melinda Gates Foundation; Harvey Mudd College; Trinity Western University; Agence Nationale de la Recherche; Université Catholique de Louvain; National Science Foundation; UK Research and Innovation; University of Delaware","keywords":"Science communication; Social media; Collectivism; Public awareness of science; Digital media; Social science education; Information science; Science education; Media coverage","score_opus":0.23045379290234094,"score_gpt":0.43334758906533855,"score_spread":0.2028937961629976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415383471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8286074,0.0013668839,0.00065034645,0.052915044,0.00027757857,0.0013206409,0.000017798811,0.00021015233,0.11463417],"genre_scores_gemma":[0.9797312,0.017566476,0.0012041854,0.001235706,0.000011793459,0.00012886358,0.000018068804,0.0000050358312,0.000098643664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.995868,0.00058008754,0.00044774738,0.00051770086,0.0018279377,0.0007584976],"domain_scores_gemma":[0.9941101,0.00067498384,0.0003779586,0.002530658,0.0020588152,0.00024745497],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.01556909,0.00021561606,0.00022672927,0.0012184061,0.0077090757,0.0035140147,0.005356938,0.00010678554,0.00006422273],"category_scores_gemma":[0.0049034227,0.0002045173,0.00002842041,0.010213607,0.015290501,0.013711953,0.0012023827,0.00048532977,0.000049478916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001329754,0.0002587227,0.23644097,0.000098625635,0.00000553434,2.6691887e-7,0.13246997,0.000058647907,0.0018703033,0.533211,0.0003753373,0.09507765],"study_design_scores_gemma":[0.0007061121,0.000106552005,0.9133923,0.0014632376,0.000014303436,0.0000036400004,0.051056195,0.0037407142,0.0002730426,0.0026468344,0.026113948,0.0004831151],"about_ca_topic_score_codex":0.0029429498,"about_ca_topic_score_gemma":0.020024491,"teacher_disagreement_score":0.67695135,"about_ca_system_score_codex":0.0025594048,"about_ca_system_score_gemma":0.0036633958,"threshold_uncertainty_score":0.9978575},"labels":[],"label_agreement":null},{"id":"W4415403232","doi":"10.1093/9780198953067.003.0001","title":"Introduction","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Denial; Existentialism; Sociology of scientific knowledge; Norm (philosophy); Writ; Cohesion (chemistry)","score_opus":0.4175439689466517,"score_gpt":0.44309567793738114,"score_spread":0.02555170899072945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415403232","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.029284e-7,0.00012606614,0.000038524147,0.029948061,0.000569833,0.0001031776,0.000004620665,0.00011194799,0.9690974],"genre_scores_gemma":[0.000027713259,0.01638524,0.000091456546,0.00039945677,0.0015629268,0.0000030444949,0.00010537973,0.000005164045,0.9814196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999587,0.000021639296,0.00009206169,0.00011283666,0.00012137262,0.00006509501],"domain_scores_gemma":[0.9995701,0.000032645195,0.000041973006,0.00024502925,0.00008260766,0.000027693704],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019538286,0.000061476574,0.00007823336,0.00007721012,0.0002434208,0.00003471402,0.00014306043,0.00018843559,0.0783757],"category_scores_gemma":[0.000034917426,0.000064691085,0.000050567534,0.000019188357,0.00009830445,0.00003973427,0.000038777107,0.00012650779,0.0012273373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.13647e-7,0.000001493822,4.53107e-7,0.000003009921,0.0000026634702,3.5070133e-8,0.00062240945,1.8750718e-8,9.2407146e-7,0.685234,0.26164958,0.052484572],"study_design_scores_gemma":[0.000017800448,0.0000025083395,0.00000338855,0.000014929021,0.000008735921,5.9102778e-8,0.00029839066,0.0000010197087,3.0819052e-7,0.016009234,0.98357874,0.00006491178],"about_ca_topic_score_codex":0.0002364046,"about_ca_topic_score_gemma":0.004678932,"teacher_disagreement_score":0.72192913,"about_ca_system_score_codex":0.00012370876,"about_ca_system_score_gemma":0.00006223374,"threshold_uncertainty_score":0.99955034},"labels":[],"label_agreement":null},{"id":"W4415466651","doi":"10.1080/18902138.2025.2575245","title":"Denial is a pipeline in Canada: a feminist critical discourse analysis of Canadian far-right climate obstruction","year":2025,"lang":"en","type":"article","venue":"NORMA","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Denial; Hegemony; Critical discourse analysis; Politics; Archetype; Power (physics); Discourse analysis; Feminism","score_opus":0.14293880019241306,"score_gpt":0.42414338669435026,"score_spread":0.2812045865019372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415466651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88704413,0.0001032531,0.0000215283,0.019486694,0.00034817864,0.00012316286,0.00036383027,0.000012342234,0.0924969],"genre_scores_gemma":[0.9982366,0.0007053934,0.000051456638,0.00076737517,0.00003142511,0.000008078811,0.00006178068,0.000002397329,0.00013549265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991505,0.00010493672,0.0002345419,0.00010907967,0.00016535413,0.0002355497],"domain_scores_gemma":[0.9994825,0.000095405594,0.0000389803,0.00018562686,0.000086071064,0.00011142346],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025714736,0.000057103327,0.00015731931,0.0006548001,0.00026127027,0.00002424317,0.00018193173,0.000060984963,0.0013977413],"category_scores_gemma":[0.00012169729,0.000060779865,0.00005245788,0.0019935619,0.00014029545,0.00006710941,0.00002635913,0.00009281864,0.000004882547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005478793,0.000090966176,0.8260114,0.00004622068,0.00010419637,0.0000100865145,0.050612234,0.00004074286,0.000237401,0.06864892,0.0058774226,0.048265606],"study_design_scores_gemma":[0.0003459434,0.00000948999,0.6962683,0.000060944498,0.0004092284,6.544573e-7,0.0812626,0.0063500274,0.00008842577,0.00036030516,0.21459328,0.00025077554],"about_ca_topic_score_codex":0.99882394,"about_ca_topic_score_gemma":0.9999927,"teacher_disagreement_score":0.20871586,"about_ca_system_score_codex":0.0007928265,"about_ca_system_score_gemma":0.0012541862,"threshold_uncertainty_score":0.9995151},"labels":[],"label_agreement":null},{"id":"W4415515502","doi":"10.1007/978-3-031-25960-9_111-1","title":"Climate Change Education Evolution at the University of Waterloo, Canada","year":2025,"lang":"en","type":"book-chapter","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; University of Toronto; University of Waterloo","funders":"","keywords":"Climate change; Higher education; Political economy of climate change","score_opus":0.21442577711046715,"score_gpt":0.3396833467882859,"score_spread":0.12525756967781873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415515502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021367526,0.0005313696,0.00000362252,0.0079282345,0.00043220798,0.00031601646,0.000096408316,0.000023058928,0.9904554],"genre_scores_gemma":[0.008392929,0.019551719,0.00001575569,0.00033678563,0.00011914825,0.0000020168172,0.00023520505,0.0000055476453,0.9713409],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993835,0.000069657,0.000105256506,0.0001189909,0.00020833954,0.000114243056],"domain_scores_gemma":[0.9992796,0.00006616715,0.0001301734,0.0003152511,0.00016959861,0.000039173214],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023037932,0.00008362016,0.0001081335,0.00005121957,0.00070704514,0.000008924971,0.00029706935,0.00013964665,0.009418936],"category_scores_gemma":[0.000010474687,0.00007365533,0.0000563265,0.000042110452,0.00018362825,0.0000542436,0.0001540665,0.00009762332,0.00006498196],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020853144,0.000019345898,0.00027053148,0.00008472197,0.000018100243,2.8954364e-7,0.018424505,2.4016697e-7,0.000009616495,0.700277,0.16807562,0.112799205],"study_design_scores_gemma":[0.000036500136,0.0000039569913,0.00074641604,0.0001171001,0.000032805816,1.2902771e-7,0.007787384,0.000005143562,9.5917e-7,0.0008671877,0.9903182,0.00008421328],"about_ca_topic_score_codex":0.91311723,"about_ca_topic_score_gemma":0.9975989,"teacher_disagreement_score":0.82224256,"about_ca_system_score_codex":0.001198296,"about_ca_system_score_gemma":0.00073402835,"threshold_uncertainty_score":0.9914866},"labels":[],"label_agreement":null},{"id":"W4415595048","doi":"10.1177/03091333251391084","title":"Communicating science from the Arctic: A collaborative protocol to mitigate harm","year":2025,"lang":"en","type":"article","venue":"Progress in Physical Geography Earth and Environment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Harm; Situated; Indigenous; Process (computing); Adaptation (eye); Community resilience; Traditional knowledge; Science communication; Psychological resilience","score_opus":0.08886888872337742,"score_gpt":0.40629678417769816,"score_spread":0.3174278954543207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415595048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93794286,0.00042348553,0.000025096493,0.02269628,0.000051482755,0.027887573,0.000028824863,0.000050551847,0.0108938385],"genre_scores_gemma":[0.97869575,0.00037009772,0.0008002046,0.00050824723,0.00003648238,0.019564081,0.000004878457,0.0000033018023,0.000016968033],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988945,0.00024696643,0.00012671409,0.00022453818,0.00026371682,0.00024355657],"domain_scores_gemma":[0.99924743,0.0002027015,0.00004707224,0.00037687214,0.000027211745,0.00009870437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005049284,0.000088083834,0.00010575719,0.00006856612,0.0008843239,0.00016179097,0.00046313464,0.000025823912,0.000045296933],"category_scores_gemma":[0.000043657077,0.000067224544,0.000033078006,0.00073613576,0.0019019878,0.00011239506,0.00033251473,0.00015997907,0.000013020909],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005107577,0.0003526563,0.4388776,0.00001210072,0.000012250663,3.1571778e-7,0.04364771,0.000012035909,0.00020731917,0.0053981175,0.000024167975,0.51140463],"study_design_scores_gemma":[0.00038562264,0.00005341953,0.8743211,0.00013183455,0.000008582943,2.6859693e-8,0.0075865635,0.00029222164,0.00013885694,0.003885178,0.113065496,0.00013108688],"about_ca_topic_score_codex":0.0005916843,"about_ca_topic_score_gemma":0.0006940676,"teacher_disagreement_score":0.51127356,"about_ca_system_score_codex":0.000033408895,"about_ca_system_score_gemma":0.00003644286,"threshold_uncertainty_score":0.70079535},"labels":[],"label_agreement":null},{"id":"W4415620792","doi":"10.3390/healthcare13212716","title":"Assessing the Presence of Eco-Anxiety in the General Population: A Systematic Review, Meta-Analysis and Meta-Regression","year":2025,"lang":"en","type":"review","venue":"Healthcare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"PsycINFO; Affect (linguistics); Protocol (science); Sample size determination; Psychological resilience; Checklist; Quality (philosophy); Resilience (materials science); MEDLINE","score_opus":0.7509323898232177,"score_gpt":0.6137781686620292,"score_spread":0.13715422116118858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415620792","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000018879865,0.9864423,0.000007276552,0.010362511,0.000036592377,0.0026618429,0.000051271498,0.000010945236,0.00042532795],"genre_scores_gemma":[0.000405098,0.9971842,0.00007099993,0.0008665896,0.000029447137,0.0009700901,0.0001667751,0.0000062571094,0.00030049804],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.985816,0.012173517,0.0010557589,0.0002578135,0.0005288226,0.0001681138],"domain_scores_gemma":[0.9960624,0.0017148523,0.0010084881,0.0010130266,0.00015921875,0.00004200674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064799953,0.00022365313,0.0035371766,0.0001758442,0.0005590957,0.0001316029,0.000718082,0.00017567871,0.0002220575],"category_scores_gemma":[0.0007438192,0.0000896157,0.0016370618,0.0018807437,0.00009159859,0.00013386,0.00011010956,0.0003428506,0.0000018545489],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[2.6923712e-7,0.000017741648,0.00006286293,0.96054816,0.009790583,3.6066072e-7,0.0057780924,6.214253e-7,3.818834e-9,0.0013596207,0.00016752555,0.022274176],"study_design_scores_gemma":[0.00002292087,0.0000057270727,0.00015503741,0.065443866,0.8410254,0.000002602098,0.00492576,0.000023105866,4.8014335e-9,0.00012772219,0.08806993,0.00019792888],"about_ca_topic_score_codex":0.008704326,"about_ca_topic_score_gemma":0.025654463,"teacher_disagreement_score":0.8951043,"about_ca_system_score_codex":0.000097885226,"about_ca_system_score_gemma":0.00017973303,"threshold_uncertainty_score":0.9978968},"labels":[],"label_agreement":null},{"id":"W4415673753","doi":"10.29173/cais1970","title":"Sensemaking Theory for Community-Based Climate Action","year":2025,"lang":"","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sensemaking; Action (physics); Relevance (law); Generative grammar; Climate change; Action research","score_opus":0.2587176543762453,"score_gpt":0.40861365911588166,"score_spread":0.14989600473963638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415673753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92773044,0.00033402172,0.0002709806,0.011248955,0.0007154393,0.0013831669,0.00064042397,0.00008879811,0.05758779],"genre_scores_gemma":[0.99459326,0.0027909994,0.00034194885,0.0009412523,0.00013093755,0.000078778554,0.000031336916,0.000028769935,0.0010626958],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971391,0.00049687224,0.00089390064,0.00032869916,0.0004889512,0.0006524591],"domain_scores_gemma":[0.9493311,0.0016754637,0.001517573,0.00046810845,0.046887476,0.000120260025],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005327994,0.00037753666,0.0006756019,0.00033830025,0.0019514235,0.0029710447,0.002751342,0.00043489982,0.00015142445],"category_scores_gemma":[0.022455903,0.00034369284,0.0004731523,0.0009763086,0.0015932798,0.005174101,0.0008710407,0.000759288,0.0000045474667],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002610805,0.001088934,0.053722113,0.008964113,0.00039070568,2.1071155e-7,0.5427473,0.000021123733,0.04363884,0.25135142,0.004559293,0.09090514],"study_design_scores_gemma":[0.0028785637,0.0007822752,0.046451062,0.00550168,0.0010049201,0.0000047941267,0.32203385,0.0029550705,0.025939317,0.061655376,0.52970403,0.0010890941],"about_ca_topic_score_codex":0.0007252837,"about_ca_topic_score_gemma":0.00042859974,"teacher_disagreement_score":0.5251447,"about_ca_system_score_codex":0.00025338444,"about_ca_system_score_gemma":0.0006144955,"threshold_uncertainty_score":0.99990153},"labels":[],"label_agreement":null},{"id":"W4415774918","doi":"10.1080/1461670x.2025.2582175","title":"Making Sense of Climate Change: The Challenges and Promises of Embodied Climate Journalism","year":2025,"lang":"en","type":"article","venue":"Journalism Studies","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Embodied cognition; Journalism; Climate justice; Climate change; Key (lock); Citizen journalism","score_opus":0.6055889684838205,"score_gpt":0.5136810218520317,"score_spread":0.0919079466317888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415774918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45202267,0.28941572,0.0000037230177,0.1518414,0.001031322,0.00077845954,0.000041670555,0.00006492721,0.1048001],"genre_scores_gemma":[0.50222206,0.49739096,0.00005335172,0.00018740556,0.00010288972,0.000012966184,3.104891e-7,0.0000039857096,0.000026100142],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99840695,0.0005095725,0.0004446064,0.000116518306,0.0002678092,0.00025453407],"domain_scores_gemma":[0.998422,0.0004716305,0.00048191083,0.00022272851,0.00036790967,0.000033783832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022766024,0.00011706419,0.0003576192,0.00015019263,0.000922861,0.00004118928,0.00020524835,0.000066898254,0.000028701585],"category_scores_gemma":[0.00035636636,0.000079962934,0.000093818526,0.00018887207,0.00055645866,0.00016838801,0.00027785593,0.00018137437,0.0000011882037],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096079035,0.00009475011,0.0035164384,0.0006649005,0.00025876675,0.0000038853036,0.55499953,0.0000012127276,0.00031544006,0.34227547,0.00030242247,0.09747108],"study_design_scores_gemma":[0.0012773758,0.000117407755,0.102551974,0.0043016113,0.0004270331,0.000023683218,0.8070744,0.00004514231,0.00011530363,0.028563637,0.05514307,0.00035930317],"about_ca_topic_score_codex":0.000057881713,"about_ca_topic_score_gemma":0.00138847,"teacher_disagreement_score":0.31371182,"about_ca_system_score_codex":0.000046166417,"about_ca_system_score_gemma":0.000023863775,"threshold_uncertainty_score":0.70979935},"labels":[],"label_agreement":null},{"id":"W4415899447","doi":"10.5539/ijel.v15n7p66","title":"Explaining Nutrition to the Wider Public: An Analysis of Spoken Science Popularization Texts","year":2025,"lang":"","type":"article","venue":"International Journal of English Linguistics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Verona; European Commission","keywords":"Jargon; Transparency (behavior); Variety (cybernetics); Readability; Science communication; Narrative","score_opus":0.18883340962645648,"score_gpt":0.4547327511630108,"score_spread":0.26589934153655437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415899447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49156472,0.0023378038,0.037981328,0.019146735,0.15673728,0.0017394499,0.00075252017,0.00011262886,0.28962755],"genre_scores_gemma":[0.9903179,0.002288201,0.0010777257,0.00058812095,0.005554307,0.000004019003,0.000069720576,0.0000081260105,0.00009188489],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99646866,0.00036725003,0.0011459256,0.0002216012,0.0015534083,0.00024316298],"domain_scores_gemma":[0.9410616,0.00043947063,0.0010146693,0.00037336844,0.056927383,0.00018348132],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004101773,0.00014492481,0.0003344697,0.002159216,0.0005970132,0.00068650703,0.0023067018,0.00012018849,0.00036901914],"category_scores_gemma":[0.11923603,0.00013055827,0.00023403711,0.003714318,0.0005012063,0.000432252,0.00026678605,0.00033023627,0.000002748129],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050849566,0.0028615086,0.06346069,0.00007151872,0.0026350706,0.000009512698,0.20654938,0.013653324,0.0004790147,0.6461629,0.0053563137,0.058252227],"study_design_scores_gemma":[0.0009918915,0.00024970496,0.041426934,0.0006551721,0.0015265973,5.979539e-7,0.08639659,0.0175504,0.00019772668,0.0035409755,0.847112,0.00035140885],"about_ca_topic_score_codex":0.00022233,"about_ca_topic_score_gemma":0.001776463,"teacher_disagreement_score":0.8417557,"about_ca_system_score_codex":0.00058602286,"about_ca_system_score_gemma":0.000663857,"threshold_uncertainty_score":0.888183},"labels":[],"label_agreement":null},{"id":"W4416011852","doi":"10.1371/journal.pclm.0000600","title":"Development and validation of MACK-12: A short multidimensional climate knowledge scale","year":2025,"lang":"en","type":"article","venue":"PLOS Climate","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Scale (ratio); Reliability (semiconductor); Climate change; Construct (python library); Construct validity; Sample (material); Set (abstract data type); Climate model","score_opus":0.3050866669067062,"score_gpt":0.43085683661958096,"score_spread":0.12577016971287475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416011852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92665976,0.00017295453,0.000017795988,0.00047423647,0.000118730655,0.00024486985,0.000021746908,0.00007030457,0.07221958],"genre_scores_gemma":[0.9896222,0.005636574,0.004137754,0.000090831054,0.000031770553,0.00004573216,0.00011114731,0.000009198748,0.00031482946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894196,0.00014829321,0.00030605125,0.00017873787,0.00018163516,0.00024330794],"domain_scores_gemma":[0.9994075,0.0001397189,0.00006624511,0.00018384954,0.00013820271,0.00006451459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069236604,0.00009443022,0.00016468506,0.00012624759,0.0005543537,0.000032621097,0.0001332855,0.000084864136,0.00024850992],"category_scores_gemma":[0.00006082016,0.000096593314,0.000034550863,0.00019487093,0.00016633887,0.00012450524,0.000200989,0.00007706633,0.000057315814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030444755,0.0021761872,0.3638129,0.0015396185,0.00016390232,0.0000020198177,0.23796596,0.000010768341,0.09107601,0.072308965,0.0010105101,0.22962873],"study_design_scores_gemma":[0.0028653846,0.000106405656,0.4432412,0.0027897754,0.00033697797,0.0000030016865,0.06155375,0.004345615,0.10346322,0.0011163307,0.37872663,0.0014517062],"about_ca_topic_score_codex":0.0000412199,"about_ca_topic_score_gemma":0.0016750228,"teacher_disagreement_score":0.37771612,"about_ca_system_score_codex":0.0000893745,"about_ca_system_score_gemma":0.00006847825,"threshold_uncertainty_score":0.42636967},"labels":[],"label_agreement":null},{"id":"W4416063919","doi":"10.48550/arxiv.2507.05192","title":"Exploring Quantum Responsible Innovation efforts in Canada and the world","year":2025,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Responsible Research and Innovation; Quantum; Field (mathematics)","score_opus":0.6693151700127636,"score_gpt":0.43478887858775267,"score_spread":0.23452629142501097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416063919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96842784,0.00018984839,0.0000034416798,0.014707111,0.00072834257,0.0003360678,0.000008974592,0.00002653401,0.015571838],"genre_scores_gemma":[0.9908268,0.0061181984,0.000017907543,0.0006837853,0.000094785624,0.0001626185,0.00004012159,0.000005251266,0.0020505453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874836,0.00041306284,0.00028861975,0.00019293194,0.00018742142,0.00016959022],"domain_scores_gemma":[0.9988844,0.00046879964,0.000130756,0.0003915633,0.00009832217,0.000026203934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014515321,0.00009872161,0.0001696427,0.00024123889,0.0003184057,0.00005373081,0.00030273842,0.000059010006,0.00011635518],"category_scores_gemma":[0.00039741583,0.00008617476,0.000022073798,0.00083104306,0.00013176618,0.00010786114,0.0003986557,0.0004264835,0.0000045142347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119740514,0.000018184855,0.8809667,0.00008870381,0.000015349646,0.0000024461806,0.03151049,0.00006302149,0.000028091321,0.07604208,0.001006974,0.010138206],"study_design_scores_gemma":[0.0004605724,0.0000027469698,0.89414346,0.00044654508,0.000014095919,1.4244128e-7,0.011546416,0.00026118502,0.000028721846,0.0041797566,0.08869708,0.00021926727],"about_ca_topic_score_codex":0.96114403,"about_ca_topic_score_gemma":0.9988311,"teacher_disagreement_score":0.087690115,"about_ca_system_score_codex":0.0005848552,"about_ca_system_score_gemma":0.0014009742,"threshold_uncertainty_score":0.35141048},"labels":[],"label_agreement":null},{"id":"W4416156441","doi":"10.48550/arxiv.2511.05538","title":"Tipping to Climate Action: Qualitative Insights from a Social-Climate Model with a Committed Minority","year":2025,"lang":"","type":"preprint","venue":"ArXiv.org","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Convention; Climate change; Action (physics); Work (physics); Extreme weather; Public opinion; Feedback loop; Climate system","score_opus":0.6382057091316673,"score_gpt":0.5104205594562469,"score_spread":0.12778514967542043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416156441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9350383,0.00029741766,0.001290225,0.013426789,0.00085265364,0.0016892861,0.0013411458,0.00035899502,0.04570514],"genre_scores_gemma":[0.978078,0.01366639,0.0015043268,0.0025883312,0.00075539586,0.00055307837,0.0011911801,0.000052749987,0.001610542],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99228233,0.0028150938,0.0012673242,0.0015663991,0.0009587131,0.0011101234],"domain_scores_gemma":[0.9950181,0.0009314681,0.0010506106,0.001514107,0.001034776,0.00045091534],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013859611,0.000911359,0.0012947707,0.00041834853,0.004492033,0.00043299835,0.0016323222,0.0010092589,0.00097039284],"category_scores_gemma":[0.00018645951,0.0009500601,0.00043246063,0.0014852235,0.00076414173,0.0005934654,0.002272204,0.001687577,0.00087091],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000752659,0.0005801108,0.018056612,0.0006270004,0.00036184132,0.0000039740357,0.9713218,0.00046753357,0.0009378163,0.0026784572,0.0006964172,0.003515744],"study_design_scores_gemma":[0.0027778589,0.00026191317,0.14494725,0.0033318817,0.0010909692,0.000001203175,0.7898471,0.018822206,0.0001707056,0.004925164,0.030271038,0.003552738],"about_ca_topic_score_codex":0.01235944,"about_ca_topic_score_gemma":0.04947832,"teacher_disagreement_score":0.18147475,"about_ca_system_score_codex":0.0012156985,"about_ca_system_score_gemma":0.0005837903,"threshold_uncertainty_score":0.99994284},"labels":[],"label_agreement":null},{"id":"W4416365903","doi":"10.1371/journal.pwat.0000460","title":"Human dimensions in water crisis management: Gender bias in water manager appraisals and implications for water decision-making","year":2025,"lang":"en","type":"article","venue":"PLOS Water","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Roads University; University of Waterloo","funders":"Social Sciences and Humanities Research Council","keywords":"Moderation; Harm; Mortality salience; Human resource management; Anxiety; Distancing","score_opus":0.39007536594773906,"score_gpt":0.4717452232680598,"score_spread":0.08166985732032073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416365903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669106,0.00004452219,0.00016444632,0.01750518,0.00012350098,0.0009698511,0.0000075894454,0.0000716257,0.014202697],"genre_scores_gemma":[0.9956094,0.00033005854,0.0005047501,0.0012352301,0.000040479,0.00046999773,0.0001486477,0.000022375829,0.0016390701],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981841,0.00020052688,0.0004293928,0.0004026736,0.00015670844,0.0006265848],"domain_scores_gemma":[0.99927294,0.00009807712,0.000019081142,0.00048073087,0.00007153134,0.000057619312],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094396714,0.00017063828,0.00022377208,0.0005386798,0.00072131143,0.00018873517,0.0003298335,0.00014114256,0.0009761745],"category_scores_gemma":[0.000018178936,0.00009718097,0.00007112275,0.00011778797,0.00010501532,0.00027234317,0.00045127777,0.00013401493,0.00016492854],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002796477,0.0021242194,0.07963459,0.0009652803,0.00035245804,0.000025117928,0.6393457,0.00029359307,0.18803613,0.045431536,0.018493801,0.025017906],"study_design_scores_gemma":[0.0046723355,0.00007043913,0.11225031,0.00085816294,0.00038172377,0.0000029763266,0.053059876,0.0005499454,0.025690848,0.3000474,0.5005338,0.0018821427],"about_ca_topic_score_codex":0.0002748937,"about_ca_topic_score_gemma":0.0032485283,"teacher_disagreement_score":0.5862858,"about_ca_system_score_codex":0.00011834281,"about_ca_system_score_gemma":0.000003926173,"threshold_uncertainty_score":0.99993706},"labels":[],"label_agreement":null},{"id":"W4416408873","doi":"10.2139/ssrn.5774567","title":"Perceptions of Artificial Intelligence and Environmental Sustainability","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Sustainability; Framing (construction); Perception; Government (linguistics); Optimism; Public policy; Public support; Public participation","score_opus":0.13685181891373938,"score_gpt":0.4127766234568152,"score_spread":0.27592480454307583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416408873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9450302,0.0049048397,0.029102668,0.011472813,0.000581482,0.0008535715,0.00012869349,0.000059104972,0.00786659],"genre_scores_gemma":[0.8733699,0.12530424,0.00006829658,0.000022499322,0.0001487902,0.000009471596,0.000032318767,0.000004533366,0.0010399598],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980422,0.0004387256,0.00034528328,0.000183807,0.00023004905,0.0007598882],"domain_scores_gemma":[0.99928546,0.00009567517,0.00020355612,0.00025477906,0.00009389822,0.00006664489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024880578,0.00011682826,0.00018551374,0.00014113716,0.00055601035,0.00006281542,0.00039311073,0.00021338217,0.0003378021],"category_scores_gemma":[0.00017690682,0.00012581525,0.00012084682,0.00009294279,0.00050093106,0.00007448293,0.00031875688,0.0019339969,0.0000034745362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004014596,0.00023654968,0.0047885617,0.000063152744,0.000063021216,2.485801e-7,0.03249328,0.000103532555,0.00007627881,0.35598952,0.000015458096,0.60613024],"study_design_scores_gemma":[0.000028708546,0.000044974557,0.0013757376,0.000038144124,0.00004198214,0.0000041936496,0.26318476,0.00020063714,0.0000044148787,0.7337754,0.0011775068,0.00012359346],"about_ca_topic_score_codex":0.0012585723,"about_ca_topic_score_gemma":0.016027637,"teacher_disagreement_score":0.6060067,"about_ca_system_score_codex":0.002348629,"about_ca_system_score_gemma":0.0027662714,"threshold_uncertainty_score":0.8943798},"labels":[],"label_agreement":null},{"id":"W4416424467","doi":"10.21203/rs.3.rs-7860451/v1","title":"Using Narrative to Explain Uncertainty in Climate Change","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; National Science Foundation","keywords":"Narrative; Overconfidence effect; Narrative inquiry; Climate change; Cognition; Projection (relational algebra)","score_opus":0.8279039256428541,"score_gpt":0.6320535898425642,"score_spread":0.19585033580028988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416424467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.794355,0.0025195912,0.00008779923,0.04724789,0.002172642,0.016417965,0.0017696187,0.00020121686,0.13522829],"genre_scores_gemma":[0.91988283,0.07442496,0.00040500346,0.00051641307,0.0009363061,0.0022192632,0.00033651284,0.000041075054,0.001237629],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98479146,0.008944673,0.000894855,0.0013031113,0.0020491614,0.0020167278],"domain_scores_gemma":[0.9945874,0.0014568182,0.00020675545,0.0015640551,0.0015983754,0.00058658497],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.013340414,0.0004739254,0.0007594619,0.0021101541,0.0028300048,0.0005732171,0.0020230813,0.00087684457,0.0041490598],"category_scores_gemma":[0.0015379329,0.00053447025,0.00026416336,0.00471891,0.0007238978,0.00036791546,0.005004456,0.0028373168,0.00040721064],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030818259,0.00039736836,0.0041216877,0.0011539275,0.000020654645,0.000011111435,0.9377719,0.0012851211,0.00015574295,0.004967363,0.00038166216,0.04942529],"study_design_scores_gemma":[0.0006562656,0.00022272122,0.0106013175,0.012133962,0.000014536861,6.511146e-7,0.9019035,0.016476268,0.000013297366,0.0020976919,0.05504364,0.000836148],"about_ca_topic_score_codex":0.057802342,"about_ca_topic_score_gemma":0.15558633,"teacher_disagreement_score":0.13399066,"about_ca_system_score_codex":0.0044574384,"about_ca_system_score_gemma":0.0010192674,"threshold_uncertainty_score":0.9997107},"labels":[],"label_agreement":null},{"id":"W4416450545","doi":"10.1080/17524032.2025.2585990","title":"Policing the Climate Crisis: Media Fearmongering and State Repression of Climate Protesters in Australia, Canada, and the United States Within the Post-2016 Conjuncture","year":2025,"lang":"en","type":"article","venue":"Environmental Communication","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"State (computer science); Psychological repression; Climate justice; Climate change; Government (linguistics)","score_opus":0.06823516644870256,"score_gpt":0.3400043973601257,"score_spread":0.27176923091142313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416450545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763898,0.0006608548,0.0000019560578,0.022017738,0.000031502128,0.00057008443,0.000038678765,0.000009410549,0.0002799572],"genre_scores_gemma":[0.96122825,0.03765866,0.000030076579,0.00087815855,0.000004973865,0.000051480994,0.000097464195,0.0000056084687,0.000045323857],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981249,0.0011559207,0.0002786258,0.000110505054,0.00017524166,0.00015479565],"domain_scores_gemma":[0.9984538,0.0007221494,0.00020581756,0.0005764289,0.000013845253,0.000027945509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016821101,0.00009318052,0.00011525077,0.000048093152,0.0008346638,0.00006145175,0.00041917645,0.00004278515,0.000020802669],"category_scores_gemma":[0.00008114842,0.000051632916,0.000017731907,0.00016101125,0.0008357051,0.00010546028,0.0004174771,0.0002608676,7.507002e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006058987,0.00010177491,0.13518968,0.000107462394,0.00006024962,5.895802e-7,0.8426746,0.0012179852,0.002907478,0.005166565,0.00035863524,0.011609033],"study_design_scores_gemma":[0.0011173713,0.000018370825,0.6943436,0.00034803222,0.000048185484,0.0000014794318,0.29670808,0.0021062978,0.00022400507,0.0015594993,0.0033552416,0.00016983105],"about_ca_topic_score_codex":0.68093735,"about_ca_topic_score_gemma":0.79611975,"teacher_disagreement_score":0.5591539,"about_ca_system_score_codex":0.00012842784,"about_ca_system_score_gemma":0.000027902408,"threshold_uncertainty_score":0.6419644},"labels":[],"label_agreement":null},{"id":"W4416632741","doi":"10.5256/f1000research.146721.r201145","title":"Referee report. For: Making science public: a review of journalists’ use of Open Science research [version 1; peer review: 3 approved]","year":2023,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Arts and Humanities Research Council; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo; Deutsche Forschungsgemeinschaft","keywords":"Open science; Peer review; Work (physics)","score_opus":0.8407913372258338,"score_gpt":0.6488697678392785,"score_spread":0.19192156938655525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416632741","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029491207,0.0136790415,0.000068751295,0.8011886,0.0003079464,0.007991025,0.0008844198,0.00010080173,0.14628823],"genre_scores_gemma":[0.12281469,0.78088295,0.004503871,0.0005482395,0.00016251067,0.00034460987,0.0008247496,0.00004582599,0.08987254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9850612,0.0017616955,0.0009637647,0.00058171124,0.010631228,0.0010003863],"domain_scores_gemma":[0.95481324,0.0012373672,0.0005340074,0.0015081662,0.041617613,0.0002895859],"candidate_categories":["metaresearch","sts","open_science"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.17816134,0.000101490616,0.00044078176,0.0012229622,0.0022590188,0.00044916582,0.006132716,0.00008014346,0.0007233906],"category_scores_gemma":[0.12577929,0.00008735653,0.00013276163,0.011267144,0.006565448,0.0017856824,0.0036827973,0.0005401515,0.000049465354],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006445295,0.00021652842,0.0015082771,0.010421988,0.000013322875,0.0000052880077,0.006209136,7.619729e-7,0.031159252,0.015969774,0.90006477,0.034366425],"study_design_scores_gemma":[0.00014453294,0.00009348803,0.002188701,0.016549103,0.000006123402,0.0000036212834,0.004557112,0.00004960597,0.0005524092,0.00049988215,0.9752604,0.0000950637],"about_ca_topic_score_codex":0.0036418773,"about_ca_topic_score_gemma":0.0013231098,"teacher_disagreement_score":0.80064034,"about_ca_system_score_codex":0.0006243772,"about_ca_system_score_gemma":0.003602694,"threshold_uncertainty_score":0.9992446},"labels":[],"label_agreement":null},{"id":"W4416872729","doi":"10.64628/aam.6mxthhd7e","title":"Youth Climate Corps: Young Canadians need more action and less tokenization","year":2025,"lang":"","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Action (physics); Government (linguistics); Work (physics); Social media","score_opus":0.4440611712557324,"score_gpt":0.4393452842467811,"score_spread":0.004715887008951314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416872729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57292914,0.00075946096,0.0017912594,0.018950665,0.0057822186,0.0026088369,0.0019941793,0.00045676684,0.39472747],"genre_scores_gemma":[0.8381345,0.14863603,0.00016142504,0.0009639851,0.0003567822,0.00006676723,0.0020735,0.0000253764,0.009581596],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9968476,0.0006372551,0.00070554257,0.00074066146,0.0004582544,0.000610661],"domain_scores_gemma":[0.99773437,0.00013873704,0.0004693928,0.0008021341,0.00049883715,0.00035654075],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010037762,0.0004390219,0.0004980223,0.00039894963,0.0019965642,0.00065413053,0.000621552,0.00084398093,0.0017179168],"category_scores_gemma":[0.00011431574,0.0005010531,0.00014870072,0.0007341679,0.00047693896,0.00039522015,0.00073110865,0.0006559534,0.00004597406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119674136,0.00018560646,0.036652703,0.0008387793,0.00012098887,0.0000015523137,0.81406915,0.00035898242,0.00016374319,0.008553202,0.0011629815,0.13777265],"study_design_scores_gemma":[0.00052829017,0.000028437322,0.02344806,0.0005994723,0.0003119316,0.000002770629,0.9563987,0.009065423,0.000015976437,0.00024725683,0.008550123,0.0008035411],"about_ca_topic_score_codex":0.37743825,"about_ca_topic_score_gemma":0.68872136,"teacher_disagreement_score":0.38514587,"about_ca_system_score_codex":0.0008592362,"about_ca_system_score_gemma":0.00051281793,"threshold_uncertainty_score":0.9997441},"labels":[],"label_agreement":null},{"id":"W4416950246","doi":"10.31235/osf.io/qh3kx_v1","title":"Holding science to account: A qualitative study of practices and challenges of watchdog science journalism","year":2025,"lang":"","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Qualitative research; Thematic analysis; Hierarchy; Science communication; Qualitative analysis; News media; Content analysis","score_opus":0.7206349305638685,"score_gpt":0.6121550240358942,"score_spread":0.10847990652797435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416950246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9259701,0.0023627803,0.000018532146,0.02064239,0.00031159827,0.00066055264,0.000003622854,0.000011948567,0.05001852],"genre_scores_gemma":[0.95673746,0.04258271,0.00032489983,0.00012668835,0.000027247015,0.000014201261,9.606762e-8,0.0000039583424,0.00018276356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961006,0.0007943261,0.00070150034,0.000556085,0.0014454692,0.00040199002],"domain_scores_gemma":[0.9951616,0.001097007,0.0010937217,0.0005831454,0.0018599071,0.00020464687],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.018273074,0.00015985311,0.00038294506,0.0010561491,0.0018463135,0.00035461242,0.0016098772,0.00006391497,0.00020864367],"category_scores_gemma":[0.0042833756,0.00014396501,0.000038875856,0.0046827765,0.0045122746,0.0019966287,0.0010635373,0.00019563895,0.0000037474413],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036066212,0.00058666663,0.0006103976,0.00009618104,0.000015695692,1.330075e-7,0.91868836,0.000002525357,0.014282447,0.04571101,0.000010979851,0.019959545],"study_design_scores_gemma":[0.0003497873,0.00040364658,0.019124812,0.00032812083,0.0000460697,4.617193e-7,0.9768213,0.00009975572,0.00078411505,0.0011090001,0.0007942027,0.00013871798],"about_ca_topic_score_codex":0.005973021,"about_ca_topic_score_gemma":0.0076515377,"teacher_disagreement_score":0.058132958,"about_ca_system_score_codex":0.00021255045,"about_ca_system_score_gemma":0.0008874905,"threshold_uncertainty_score":0.9994531},"labels":[],"label_agreement":null},{"id":"W4416987700","doi":"10.1016/j.lanplh.2025.101397","title":"Reframing the climate anxiety focus ahead of COP30: the imperative of addressing the policy-action gap","year":2025,"lang":"en","type":"article","venue":"The Lancet Planetary Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Government of Alberta; Government of Canada","funders":"","keywords":"Cognitive reframing; Focus (optics); Anxiety; Focus group; Climate change","score_opus":0.5512841690797985,"score_gpt":0.5236878819143613,"score_spread":0.02759628716543716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416987700","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27842402,0.00674779,0.000072183815,0.6595422,0.00052346854,0.0013964085,0.00034627845,0.00008118802,0.052866455],"genre_scores_gemma":[0.9450969,0.04959238,0.00003508734,0.0047340454,0.00037112873,0.000013911158,0.000055792687,0.0000042295687,0.00009653425],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749506,0.0015990211,0.0002902007,0.000098826706,0.00022546694,0.00029143738],"domain_scores_gemma":[0.9981158,0.0009030714,0.00029725788,0.0005977394,0.00006006856,0.000026078513],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003273462,0.00008327852,0.00021140777,0.000030680723,0.0018958912,0.000042491407,0.0006580281,0.000045152192,0.000087782035],"category_scores_gemma":[0.00011616746,0.00003677265,0.000047743328,0.0003848265,0.0005589962,0.000069391106,0.00008697792,0.0003261566,0.000006103949],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005540342,0.000121614125,0.023625318,0.000515813,0.00013717246,2.8273067e-7,0.46570536,0.0004961178,0.0011085361,0.10676405,0.034849327,0.36612236],"study_design_scores_gemma":[0.0009639042,0.00017295685,0.35825646,0.00075506285,0.00008526391,0.000008810881,0.20852348,0.00369945,0.00018849703,0.00908625,0.41800094,0.00025892156],"about_ca_topic_score_codex":0.03470523,"about_ca_topic_score_gemma":0.049908068,"teacher_disagreement_score":0.6666729,"about_ca_system_score_codex":0.00009267947,"about_ca_system_score_gemma":0.0002670824,"threshold_uncertainty_score":0.9994035},"labels":[],"label_agreement":null},{"id":"W4417043037","doi":"10.21083/caree.vi.8887","title":"Dual Challenge of Climate Change and Misinformation: How Misinformation Shapes Vulnerability and Adaptation in Rural Communities in Pakistan","year":2025,"lang":"","type":"article","venue":"Canadian Agri-food & Rural Advisory Extension and Education Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Misinformation; Climate change; Vulnerability (computing); Thematic analysis; Focus group; Adaptation (eye); Risk perception; Perception","score_opus":0.18903626091588718,"score_gpt":0.3668619728608218,"score_spread":0.1778257119449346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417043037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495943,0.01086779,0.000006296668,0.03381964,0.00065331894,0.0007448324,0.00006873389,0.000012831778,0.0042322334],"genre_scores_gemma":[0.8561173,0.14248341,0.00008276545,0.00095880276,0.0001216701,0.000029546067,0.00013241656,0.000008915219,0.00006518634],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9970208,0.0009188538,0.0010932165,0.00015893976,0.00028680172,0.00052141596],"domain_scores_gemma":[0.99778366,0.00028031776,0.00055879913,0.00023845819,0.0005296237,0.0006091608],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023759345,0.0003095122,0.00045203816,0.0012582047,0.0013764878,0.0004953042,0.00018989519,0.00029479325,0.00025993687],"category_scores_gemma":[0.00022202652,0.00031349986,0.00006506996,0.00066031876,0.00054845,0.0022557972,0.00009004933,0.00074633845,0.0000024557391],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010466959,0.00011438481,0.0087446645,0.0003464151,0.000013026937,5.3987435e-7,0.25158608,0.0000084566855,0.000021462367,0.004987919,0.0001483367,0.73392403],"study_design_scores_gemma":[0.00082437746,0.00016805856,0.3954546,0.0014462738,0.00002667585,0.000030865736,0.5907577,0.0036880563,8.505996e-7,0.0018253649,0.0055192607,0.00025788325],"about_ca_topic_score_codex":0.028326685,"about_ca_topic_score_gemma":0.37740418,"teacher_disagreement_score":0.7336662,"about_ca_system_score_codex":0.00057082437,"about_ca_system_score_gemma":0.0009146172,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W4417043046","doi":"10.21083/caree.vi.8888","title":"Exploring Prince Edward Island Beef Farmer Perceptions of Participation in Climate Change Mitigation","year":2025,"lang":"","type":"article","venue":"Canadian Agri-food & Rural Advisory Extension and Education Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Framing (construction); Perception; Climate change; Nonprobability sampling; Frame analysis; Identity (music); Grounded theory; Qualitative research","score_opus":0.24674695727546708,"score_gpt":0.38820346699254993,"score_spread":0.14145650971708285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417043046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96813214,0.00256097,0.000021719989,0.02016798,0.0027392653,0.00070518075,0.00006239732,0.000018455545,0.005591892],"genre_scores_gemma":[0.9109092,0.08628236,0.00008844281,0.0015907526,0.0005114412,0.00013567622,0.0000970319,0.000017982826,0.00036713146],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966619,0.00088847254,0.0010276053,0.00036421593,0.00034230112,0.0007154947],"domain_scores_gemma":[0.99734133,0.0001549979,0.00046831058,0.0003559181,0.0007168522,0.00096259575],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014252579,0.00030703674,0.00041557103,0.0012868171,0.001749385,0.00025940835,0.00029788856,0.00023115057,0.0013772574],"category_scores_gemma":[0.00042787686,0.0003201315,0.00015166684,0.0011653806,0.00034845198,0.0014442035,0.00007272781,0.00072010024,0.000042469437],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011882581,0.00059484685,0.111250624,0.00030147063,0.000052303258,0.0000022119934,0.1330597,0.000053219283,0.0021091949,0.006992932,0.0017043974,0.7437603],"study_design_scores_gemma":[0.0005188169,0.0001406611,0.85722655,0.0017115987,0.00008605522,0.000015219636,0.122738354,0.00027441172,0.000018660632,0.0010249368,0.015915195,0.00032956398],"about_ca_topic_score_codex":0.013659713,"about_ca_topic_score_gemma":0.22481003,"teacher_disagreement_score":0.7459759,"about_ca_system_score_codex":0.00083923724,"about_ca_system_score_gemma":0.0016374312,"threshold_uncertainty_score":0.9999251},"labels":[],"label_agreement":null},{"id":"W4417112966","doi":"10.1186/s40359-025-03589-w","title":"I want to talk about climate change, but I wish I didn’t have to: A descriptive qualitative study of an intervention combining creative arts and philosophical inquiry to help elementary school students cope with climate change emotions","year":2025,"lang":"en","type":"article","venue":"BMC Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université Laval; Université de Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université du Québec à Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université de Sherbrooke; Bishop's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Qualitative research; Wish; Intervention (counseling); The arts; Descriptive research; Research methodology; Creativity; Phenomenology (philosophy)","score_opus":0.5112345043305891,"score_gpt":0.5598753455576617,"score_spread":0.04864084122707257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417112966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98759186,0.000057626134,0.00044385265,0.0058898507,0.0004054924,0.0035339363,0.00017780247,0.0000694801,0.0018301024],"genre_scores_gemma":[0.9933341,0.00041353458,0.00096939306,0.003429809,0.00017294308,0.0015273226,0.000080730235,0.000022097882,0.000050064016],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99610734,0.0018362441,0.0005484541,0.00063567614,0.00038728162,0.0004850105],"domain_scores_gemma":[0.9984668,0.00014809506,0.00021620368,0.0004885472,0.0003232042,0.00035718104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017058144,0.00024203202,0.00044979333,0.0005008013,0.000595398,0.00010211936,0.00048748587,0.0001221585,0.00022198625],"category_scores_gemma":[0.00016448146,0.0002395819,0.0000559498,0.0006359459,0.00027746512,0.00037737045,0.0004993564,0.00022387544,0.000040055624],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014803965,0.0030368993,0.050761163,0.000054749362,0.00009012077,0.000005298594,0.93213993,0.0000014709467,0.0002600439,0.002066275,0.00018787898,0.009915795],"study_design_scores_gemma":[0.0017697039,0.0030907171,0.3988933,0.0004655337,0.0000563308,0.0000014077741,0.59485054,0.0000065797904,0.000006229214,0.0004667307,0.0002049356,0.00018801159],"about_ca_topic_score_codex":0.0028397518,"about_ca_topic_score_gemma":0.056272384,"teacher_disagreement_score":0.34813213,"about_ca_system_score_codex":0.00021042964,"about_ca_system_score_gemma":0.00002269704,"threshold_uncertainty_score":0.97698665},"labels":[],"label_agreement":null},{"id":"W4417136163","doi":"10.31234/osf.io/4kqam_v1","title":"Loss-and gain-framed messages alter climate emotions, but not behaviour across 26 countries","year":2025,"lang":"","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Framing (construction); Anxiety; Balance (ability); Behaviour change; Perception; Framing effect","score_opus":0.18276706159008813,"score_gpt":0.4547440711069865,"score_spread":0.2719770095168984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417136163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8900673,0.0016088479,0.00027327237,0.06485233,0.0013620829,0.00079675927,0.0004945521,0.000330888,0.040214017],"genre_scores_gemma":[0.8296943,0.14484224,0.00012734836,0.0041767755,0.00013789706,0.000033551318,0.000053612777,0.00002402292,0.020910265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966769,0.0006030174,0.0007360246,0.0005882489,0.000501051,0.00089471485],"domain_scores_gemma":[0.9977709,0.00056103565,0.00023428927,0.00080097583,0.00040654698,0.0002262686],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020149478,0.0003596801,0.000464223,0.00014453912,0.0035648982,0.0011833627,0.0006765623,0.00046582634,0.00877515],"category_scores_gemma":[0.00021127953,0.0003602268,0.00017462733,0.00043856728,0.0018794285,0.00055962254,0.0007521572,0.00043730956,0.00054857257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004906076,0.0012339329,0.41948202,0.0011077637,0.00028949836,0.000017507557,0.32055685,0.000011818597,0.0015812082,0.16229466,0.01909171,0.07384242],"study_design_scores_gemma":[0.0025371236,0.00014350559,0.45267433,0.00090629625,0.00040530064,0.000010873204,0.30301347,0.0008126435,0.001296976,0.0022899292,0.23445323,0.001456329],"about_ca_topic_score_codex":0.0024367215,"about_ca_topic_score_gemma":0.015259069,"teacher_disagreement_score":0.21536152,"about_ca_system_score_codex":0.00024333592,"about_ca_system_score_gemma":0.00015110486,"threshold_uncertainty_score":0.99988496},"labels":[],"label_agreement":null},{"id":"W4417194232","doi":"10.1002/pan3.70220","title":"Coping with climate emotions: A qualitative study using interviews and letters in remote, rural and small communities across Canada","year":2025,"lang":"en","type":"article","venue":"People and Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"Canada Research Chairs","keywords":"Coping (psychology); Feeling; Thematic analysis; Qualitative research; Climate change","score_opus":0.20003264673369858,"score_gpt":0.4659085533302673,"score_spread":0.26587590659656873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417194232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994202,0.001570838,0.000014056473,0.00366576,0.000046472695,0.00022413694,0.000018691626,0.000009531389,0.00024852037],"genre_scores_gemma":[0.9931246,0.005495448,0.00010956936,0.0012193638,0.000009957781,0.000004255764,0.000013978745,0.0000030113317,0.000019790012],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999152,0.00046475118,0.0001068747,0.000075439435,0.00006605589,0.00013486214],"domain_scores_gemma":[0.9995949,0.00020238418,0.000039864655,0.00009833104,0.00003687784,0.00002763427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005291479,0.000068646514,0.00013185314,0.000037074922,0.0006311933,0.0000955176,0.0000753949,0.000051845287,0.000005519255],"category_scores_gemma":[0.000027781156,0.000060582475,0.000006460315,0.00020966817,0.00012150701,0.000095687064,0.00011055539,0.0002429437,4.344253e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000229572,0.000017699183,0.039477155,0.000055651806,0.000009847255,6.370806e-7,0.95565635,7.2713726e-7,0.000016858336,0.00018432629,0.000041536994,0.0045162486],"study_design_scores_gemma":[0.0003224715,0.000015554326,0.086340904,0.00018998318,0.000008825342,0.00000112531,0.91189146,0.00011273989,4.705776e-7,0.000036978192,0.0010074046,0.00007207531],"about_ca_topic_score_codex":0.7569759,"about_ca_topic_score_gemma":0.99828833,"teacher_disagreement_score":0.24131241,"about_ca_system_score_codex":0.00006932401,"about_ca_system_score_gemma":0.000037316233,"threshold_uncertainty_score":0.48546922},"labels":[],"label_agreement":null},{"id":"W4417231216","doi":"10.1371/journal.pone.0334484","title":"Envisioning grassroots science: DIY biology in Canada, Britain, and Germany","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Grassroots; Scholarship; Sociotechnical system; Citizen science; Sustainability; Narrative; Framing (construction); Perspective (graphical); Equity (law)","score_opus":0.2983928052457896,"score_gpt":0.40192368735919715,"score_spread":0.10353088211340755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417231216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9651911,0.00031659458,0.0000028064057,0.005584449,0.00003833955,0.00009166193,0.0000030600038,0.000012155941,0.02875978],"genre_scores_gemma":[0.99687487,0.0022136786,0.00009805771,0.00041779812,0.000017364902,0.000008099532,0.0000034638442,0.0000014516669,0.0003652241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999409,0.00008116709,0.00009319368,0.00011452929,0.00013533278,0.00016672895],"domain_scores_gemma":[0.9996546,0.000105892235,0.000022291451,0.00011777369,0.00005328628,0.0000461945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048060404,0.00003324499,0.00007703298,0.0001092118,0.00039978963,0.00003382081,0.00018297695,0.000028587636,0.00013053403],"category_scores_gemma":[0.0002572612,0.00003573229,0.0000052412906,0.00039455525,0.00026380707,0.000077446384,0.00009158416,0.0000777093,0.000004294174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008358493,0.0002535973,0.880652,0.00003886614,0.000013060701,0.0000014368045,0.015357446,9.190588e-7,0.02952286,0.03354757,0.0003100314,0.040293846],"study_design_scores_gemma":[0.00026450836,0.000012833337,0.97730595,0.00020895997,0.000011640919,1.030921e-7,0.012305543,0.00061984855,0.00027976764,0.0035853249,0.005265991,0.00013954459],"about_ca_topic_score_codex":0.7927983,"about_ca_topic_score_gemma":0.9829665,"teacher_disagreement_score":0.1901682,"about_ca_system_score_codex":0.00034593267,"about_ca_system_score_gemma":0.00057847047,"threshold_uncertainty_score":0.3074899},"labels":[],"label_agreement":null},{"id":"W4417414414","doi":"10.1177/09636625251372820","title":"Shedding light on public perceptions of scientists who engage in wrongness admission amidst a failed replication","year":2025,"lang":"en","type":"article","venue":"Public Understanding of Science","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"John Templeton Foundation","keywords":"Trustworthiness; Perception; Public engagement; Public trust; Work (physics); Science communication; Public funding; Psychological science","score_opus":0.3669841485490524,"score_gpt":0.44967322132672016,"score_spread":0.08268907277766774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417414414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71490246,0.00005121745,0.0066999677,0.029372185,0.0004308202,0.0005327551,0.000009910248,0.00010766675,0.24789304],"genre_scores_gemma":[0.9986021,0.00042181156,0.0002014948,0.000084980915,0.000017436727,0.00002033948,0.000008751785,0.0000051095094,0.00063799525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9976431,0.0002845236,0.00041849696,0.00046155835,0.00079016556,0.00040216776],"domain_scores_gemma":[0.9982716,0.0002787398,0.00024171003,0.0007083748,0.0003388442,0.00016076282],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006194891,0.000101689766,0.00019518653,0.0017171189,0.0018431323,0.0003106772,0.0010578918,0.000090091184,0.0003455948],"category_scores_gemma":[0.0029564851,0.00010237513,0.00005769285,0.0055150865,0.0025055623,0.00113392,0.00020247306,0.00019081033,0.0000050269273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014616717,0.00027974843,0.042522598,0.00006007267,0.000003894402,1.9602466e-7,0.04054503,0.000008198897,0.028071353,0.8784505,0.00035906382,0.009684716],"study_design_scores_gemma":[0.0017624184,0.00019508362,0.38325107,0.0019690718,0.000025744916,0.0000012938963,0.5473165,0.0070614205,0.0028029962,0.0322892,0.022592764,0.0007324339],"about_ca_topic_score_codex":0.00030925212,"about_ca_topic_score_gemma":0.0022204323,"teacher_disagreement_score":0.8461613,"about_ca_system_score_codex":0.0018092019,"about_ca_system_score_gemma":0.0007912947,"threshold_uncertainty_score":0.99945635},"labels":[],"label_agreement":null},{"id":"W4417431309","doi":"10.1111/pops.70100","title":"How leading climate movement advocates perceive collective gridlock in social change advocacy","year":2025,"lang":"en","type":"article","venue":"Political Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Australian Research Council","keywords":"Gridlock; Collective action; Climate change; Social movement; Hostility; Political economy of climate change","score_opus":0.44742594904091565,"score_gpt":0.530623472938799,"score_spread":0.08319752389788332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417431309","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18461828,0.00020823198,0.00007443105,0.2238238,0.0007163563,0.000624241,0.000023339624,0.00011453047,0.5897968],"genre_scores_gemma":[0.9809238,0.00094066665,0.000053030428,0.015353514,0.000442812,0.00019304067,0.000019293047,0.000009632813,0.0020642194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803555,0.00052025466,0.00021643862,0.0002980997,0.00014358845,0.0007860924],"domain_scores_gemma":[0.9993163,0.0002417313,0.00004764706,0.00019129865,0.00009199728,0.000111073874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000497878,0.00012457963,0.00024053211,0.00027749556,0.00059065956,0.00007413444,0.00029601855,0.00021548806,0.00035395735],"category_scores_gemma":[0.00024629183,0.00013606128,0.00007746472,0.0005336947,0.00048955844,0.00013620041,0.00009999541,0.00026468508,0.00009567258],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082072016,0.00034257644,0.023239437,0.00003413893,0.000017632683,0.0000035121325,0.08244099,6.9473955e-8,0.0003225117,0.8764134,0.0040840195,0.013019661],"study_design_scores_gemma":[0.0017442032,0.00012446447,0.63926834,0.00011777167,0.000032585394,0.0000011221464,0.08605959,0.00005635385,0.000028540131,0.16599734,0.10614292,0.0004267653],"about_ca_topic_score_codex":0.0013962671,"about_ca_topic_score_gemma":0.0044945995,"teacher_disagreement_score":0.79630554,"about_ca_system_score_codex":0.00061136676,"about_ca_system_score_gemma":0.00009813178,"threshold_uncertainty_score":0.55484176},"labels":[],"label_agreement":null},{"id":"W4417478284","doi":"10.21203/rs.3.rs-7349443/v1","title":"“In many ways, I have hope; in many ways, I don't”: A qualitative analysis of children’s eco-hope and eco-despair","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais; Université de Sherbrooke; Université de Montréal; Bishop's University; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Feeling; Thematic analysis; Perception; Action (physics); Mental health; Qualitative research; Face (sociological concept)","score_opus":0.3951411972306584,"score_gpt":0.5427701487885263,"score_spread":0.14762895155786787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417478284","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423844,0.00547132,0.00021187779,0.012143074,0.00020258414,0.0047491835,0.0026801177,0.000060511717,0.03209692],"genre_scores_gemma":[0.85941094,0.13607517,0.00025716925,0.00011230301,0.00012215039,0.00054844376,0.00090649055,0.000033900764,0.00253345],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9822784,0.010324889,0.0018521172,0.0017516662,0.002277976,0.0015149221],"domain_scores_gemma":[0.9916145,0.0040174373,0.00058990024,0.002026683,0.0012873916,0.00046407356],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.019046145,0.0006470231,0.0018665007,0.0062372442,0.0009467398,0.00044334808,0.0022118231,0.0010871963,0.007265445],"category_scores_gemma":[0.0017639146,0.00069571467,0.000683046,0.006864433,0.0019528804,0.00046787394,0.0034336883,0.003177959,0.00008532326],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005569459,0.0015565141,0.10667752,0.001625987,0.0010332753,0.00001642272,0.85402936,0.0005510992,0.00011764214,0.015473497,0.0014076971,0.016954063],"study_design_scores_gemma":[0.0017266563,0.00033560276,0.47327495,0.002977885,0.00033858462,8.604766e-7,0.49782196,0.010062921,0.000048468217,0.0068270317,0.005592983,0.0009920946],"about_ca_topic_score_codex":0.11586332,"about_ca_topic_score_gemma":0.3581985,"teacher_disagreement_score":0.36659744,"about_ca_system_score_codex":0.002085498,"about_ca_system_score_gemma":0.00090695516,"threshold_uncertainty_score":0.9995494},"labels":[],"label_agreement":null},{"id":"W4417520336","doi":"10.1016/j.jenvp.2025.102894","title":"Eco-emotions in children and adolescents: A rapid review of the qualitative literature","year":2025,"lang":"en","type":"article","venue":"Journal of Environmental Psychology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Centre for Disease Control; Simon Fraser University","funders":"Ministry of Health, British Columbia","keywords":"Anger; Happiness; Qualitative research; Mental health; Perception; Coping (psychology); Apathy; Learned helplessness; Anxiety","score_opus":0.13403831264667382,"score_gpt":0.4818366872758173,"score_spread":0.3477983746291435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417520336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91972136,0.038311433,0.000014215339,0.036229644,0.0002450827,0.00026918418,0.000034051896,0.000001811565,0.0051732394],"genre_scores_gemma":[0.7279742,0.26955312,0.000040431394,0.0023304473,0.000019353829,9.282915e-7,0.0000026636535,0.0000013355781,0.00007753129],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988818,0.00070200494,0.00022262476,0.000051918967,0.00008417074,0.00005744695],"domain_scores_gemma":[0.9996309,0.00003907739,0.00018756888,0.000112585636,0.000009797602,0.000020044929],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071641465,0.000038135197,0.0001122931,0.000064020875,0.000065391,0.0000050529957,0.00017389843,0.000049504237,0.00025733054],"category_scores_gemma":[0.00006555184,0.000027863529,0.00005558266,0.00014813033,0.0002498308,0.00006675261,0.000034699868,0.0001801638,0.000001853042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029496406,0.0029537447,0.4771911,0.0009125948,0.00019605343,0.000002946331,0.25630796,0.0000014879347,0.007786249,0.0045416225,0.0354875,0.21432377],"study_design_scores_gemma":[0.0003675441,0.000036295773,0.9826236,0.0026189582,0.0000135653045,0.000008343756,0.00354842,1.4236045e-7,0.0000017673799,0.00063328707,0.010120199,0.000027923095],"about_ca_topic_score_codex":0.000007656799,"about_ca_topic_score_gemma":0.00003634819,"teacher_disagreement_score":0.5054324,"about_ca_system_score_codex":0.000048445916,"about_ca_system_score_gemma":0.000009961194,"threshold_uncertainty_score":0.2817589},"labels":[],"label_agreement":null},{"id":"W49446867","doi":"10.1007/978-0-387-21640-9_5","title":"Resetting and Entraining Biological Rhythms","year":2003,"lang":"en","type":"book-chapter","venue":"Interdisciplinary applied mathematics","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Rhythm; Entrainment (biomusicology); Communication; Biology; Psychology; Physics; Acoustics","score_opus":0.43400534083163694,"score_gpt":0.44133428465109736,"score_spread":0.007328943819460421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W49446867","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00064998434,0.00023240253,0.00024773667,0.0013754288,0.00014138804,0.0004258881,0.000021545236,0.0001322979,0.9967733],"genre_scores_gemma":[0.11087981,0.02652643,0.06924413,0.0020664874,0.0027879039,0.0003733767,0.00072542724,0.0004838968,0.78691256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986947,0.00003250863,0.00042810195,0.0003098152,0.00025429044,0.0002805744],"domain_scores_gemma":[0.99875337,0.00038485718,0.00028561227,0.00039609105,0.00005036975,0.00012969678],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008529986,0.00026054916,0.0003762799,0.00010428366,0.00076383946,0.000106733074,0.000282491,0.0004613477,0.0015895996],"category_scores_gemma":[0.000048023576,0.00024509535,0.00009313978,0.000030023031,0.0005626526,0.00004548906,0.0006544315,0.00044685634,0.00019142442],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067582673,0.000024153329,9.933491e-7,0.00007169743,0.000020091196,0.000005169573,0.042346302,1.5213794e-7,0.000055812052,0.94535697,0.00086742436,0.011244504],"study_design_scores_gemma":[0.00016744566,0.000041515006,0.0000025385855,0.00044982458,0.00004005905,0.00003130255,0.023278845,0.00003725559,0.0000034056397,0.8020656,0.17342691,0.00045529596],"about_ca_topic_score_codex":0.0000011387363,"about_ca_topic_score_gemma":0.000049290167,"teacher_disagreement_score":0.20986079,"about_ca_system_score_codex":0.00012701329,"about_ca_system_score_gemma":0.000028222888,"threshold_uncertainty_score":0.9994698},"labels":[],"label_agreement":null},{"id":"W569944620","doi":"","title":"Dilemma in the Sands : Media, Statoil and the complicated case of the Alberta oil sands","year":2012,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Children's Healthcare of Atlanta; Suncor Energy Incorporated","keywords":"Oil sands; Petroleum engineering; Geology; Mining engineering; Archaeology; Geography; Asphalt","score_opus":0.2344983724422866,"score_gpt":0.4039607267251637,"score_spread":0.1694623542828771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W569944620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8465316,0.00032223255,0.0000040066016,0.0064744437,0.00007079898,0.0004068212,0.00017663251,0.000006031763,0.14600739],"genre_scores_gemma":[0.99069244,0.006765238,0.000019639374,0.000026055499,0.000038688202,0.000004577381,0.00037882506,0.000007638553,0.0020669021],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99551046,0.0032258183,0.0001535205,0.00017086288,0.00063499244,0.00030437112],"domain_scores_gemma":[0.994877,0.0040312656,0.000187052,0.0005633088,0.00025612276,0.00008528541],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032800755,0.00010281698,0.00022917058,0.00021622909,0.0014635002,0.000034811794,0.0012737621,0.00011859243,0.0005517547],"category_scores_gemma":[0.0005790177,0.0000678634,0.00011429614,0.00064596237,0.0025136038,0.00011546923,0.0002757216,0.00071993144,0.00001047087],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053921255,0.00013619575,0.0025719034,0.0001344992,0.000038525322,0.000009941056,0.92903715,5.6293754e-7,0.00022967273,0.03549239,0.0020207255,0.029789228],"study_design_scores_gemma":[0.0015127397,0.000037196216,0.19632733,0.000221018,0.000056202945,0.000010266962,0.7540107,0.0002017446,0.00000465122,0.0046023307,0.042857274,0.00015858456],"about_ca_topic_score_codex":0.18868364,"about_ca_topic_score_gemma":0.7853749,"teacher_disagreement_score":0.5966912,"about_ca_system_score_codex":0.00005636124,"about_ca_system_score_gemma":0.00018710388,"threshold_uncertainty_score":0.99983644},"labels":[],"label_agreement":null},{"id":"W66575914","doi":"","title":"A quantative and qualitative analysis of science communication in the greek mass media","year":2006,"lang":"en","type":"article","venue":"epsc","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Mass media; Publishing; Quality (philosophy); Science communication; Coding (social sciences); Political science; Public relations; Advertising; Media studies; Sociology; Social science; Science education; Business; Law; Epistemology","score_opus":0.4917067971055425,"score_gpt":0.5500391640745059,"score_spread":0.058332366968963434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W66575914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96541786,0.00023292017,0.000100977224,0.0041354503,0.000014642613,0.00010709973,0.000013717448,0.000007816233,0.029969513],"genre_scores_gemma":[0.9983825,0.00090830744,0.0005539866,0.000074981275,0.0000076076076,0.000011268489,0.00002818839,0.0000012075718,0.000031960266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99856436,0.000871036,0.00014346294,0.00007753568,0.0002558001,0.000087820394],"domain_scores_gemma":[0.9985098,0.0010508933,0.00009531018,0.00022220868,0.00010585625,0.000015921793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033014365,0.00003330329,0.000089303474,0.00022838924,0.00033005874,0.00003477593,0.0003476189,0.000021940748,0.000090024536],"category_scores_gemma":[0.00026956946,0.000026094007,0.000023443448,0.00192927,0.0014371522,0.00015913145,0.00003067519,0.00006158627,0.0000029871385],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004031776,0.000028326926,0.006711605,0.0000015776617,0.0000060527464,9.629779e-8,0.91096026,0.0000066133975,0.00039097274,0.080914594,0.0000417243,0.00093416125],"study_design_scores_gemma":[0.000091009984,0.000007624827,0.31944153,0.000008441861,0.00003692789,6.229636e-8,0.66785663,0.00049131026,0.00001297975,0.0112977605,0.00071044744,0.00004524171],"about_ca_topic_score_codex":0.015719362,"about_ca_topic_score_gemma":0.11208027,"teacher_disagreement_score":0.31272992,"about_ca_system_score_codex":0.00004544471,"about_ca_system_score_gemma":0.00003529036,"threshold_uncertainty_score":0.9908351},"labels":[],"label_agreement":null},{"id":"W6886001401","doi":"10.14288/1.0103489","title":"On the Brink","year":2009,"lang":"en","type":"article","venue":"Open Collections","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Arctic; Face (sociological concept); Identity (music); The arctic; Gateway (web page)","score_opus":0.5273652408152568,"score_gpt":0.484283507513369,"score_spread":0.043081733301887803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6886001401","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00084187277,0.000004838031,0.000021083382,0.042162478,0.00008819518,0.00025661848,0.0000026139662,0.00002839315,0.95659393],"genre_scores_gemma":[0.2850156,0.0006393688,0.00006487818,0.005132994,0.00010255354,0.000050851686,0.000004602616,0.0000028797374,0.7089862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995996,0.00014450843,0.000046778816,0.00005599265,0.000078336314,0.000074817086],"domain_scores_gemma":[0.9995945,0.00014423051,0.000017863924,0.00018087405,0.000034698933,0.000027848037],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030633964,0.000025230063,0.000030687803,0.000013618554,0.0064334036,0.0008523409,0.00034902885,0.00002276828,0.010766593],"category_scores_gemma":[0.00012506783,0.000019296014,0.000019830555,0.000509828,0.00004382507,0.00007407806,0.000026448633,0.000066607674,0.00013345906],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000052753767,0.000055317974,0.0000036465754,7.478965e-8,0.0000015234677,6.5162084e-8,0.003800953,0.0000024511958,0.0000129402415,0.08264777,0.90703523,0.006434745],"study_design_scores_gemma":[0.00006683869,0.000031703337,0.00063679187,0.0000051230736,0.0000021166793,2.8212372e-7,0.0037954457,0.000023375464,0.0000050043254,0.02694443,0.9684503,0.000038585003],"about_ca_topic_score_codex":0.009077311,"about_ca_topic_score_gemma":0.030302767,"teacher_disagreement_score":0.28417376,"about_ca_system_score_codex":0.000064350206,"about_ca_system_score_gemma":0.00004354933,"threshold_uncertainty_score":0.99752134},"labels":[],"label_agreement":null},{"id":"W6888993682","doi":"10.25384/sage.24103936","title":"Supplemental Material - Issue Responsiveness in Canadian Politics: Are Parties Responsive to the Public Salience of Climate Change in the Question Period?","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Salience (neuroscience); Climate change; Politics; Political economy of climate change; Scientific consensus; Public support","score_opus":0.40391971953287376,"score_gpt":0.4923931511951761,"score_spread":0.08847343166230237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6888993682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74016744,0.00041361924,6.387525e-7,0.25187585,0.00037835434,0.000562867,0.0062282584,0.000014453359,0.00035854414],"genre_scores_gemma":[0.97663766,0.021097245,0.000013572257,0.0013634603,0.0003297097,0.00007181979,0.00044817984,0.0000069824896,0.000031380347],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99650806,0.0021840471,0.00030622876,0.00015269578,0.0003525586,0.00049640815],"domain_scores_gemma":[0.99873954,0.0002455039,0.0001284091,0.0006774143,0.000083648236,0.00012545568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007936625,0.0000761164,0.00012471988,0.00037557524,0.0005972986,0.00027912165,0.0013685366,0.00005640081,0.002658792],"category_scores_gemma":[0.0012094908,0.000055735476,0.000018831815,0.0009473342,0.00014802023,0.00052685157,0.0003300434,0.0001527228,0.000076299664],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024384976,0.000118063384,0.21784285,0.0000611911,0.000012978568,0.0001244026,0.71221596,0.000010986548,0.0009732502,0.0061385254,0.009419834,0.052838102],"study_design_scores_gemma":[0.00013616795,0.000026302438,0.52422553,0.00040711963,0.0000048633638,0.000006051584,0.24894562,0.0000786867,0.0000124462,0.00023554928,0.22582376,0.00009791183],"about_ca_topic_score_codex":0.35229802,"about_ca_topic_score_gemma":0.975221,"teacher_disagreement_score":0.622923,"about_ca_system_score_codex":0.0002159946,"about_ca_system_score_gemma":0.00024418143,"threshold_uncertainty_score":0.9982529},"labels":[],"label_agreement":null},{"id":"W6889094458","doi":"10.25384/sage.25283483","title":"sj-docx-1-scx-10.1177_10755470241227443 – Supplemental material for Shifting Climate Communication Narratives Toward Actions and Futures in a Rural Area of Appalachia","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Futures contract; Narrative; Rural area; Climate change; Appalachian Region","score_opus":0.40558248613619374,"score_gpt":0.4855956216415773,"score_spread":0.08001313550538358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889094458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9087208,0.023237193,0.000558369,0.030573707,0.0010141921,0.0014687489,0.02906273,0.0001647698,0.0051994985],"genre_scores_gemma":[0.9295046,0.0640498,0.0018450766,0.000057189,0.0002609807,0.00004185021,0.0041529,0.000015993985,0.00007160772],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985466,0.00038252556,0.0004378288,0.00017963233,0.00020499155,0.00024840338],"domain_scores_gemma":[0.99896467,0.0002522744,0.00016390666,0.00048714146,0.00006118943,0.0000708133],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020691992,0.000112971706,0.00019206305,0.00017452429,0.0006451632,0.00043416355,0.00064502726,0.00008266358,0.012914881],"category_scores_gemma":[0.00011900466,0.00010746309,0.000047979716,0.00023773237,0.00018700615,0.0010147727,0.00043116737,0.00019600167,0.000005916641],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042028885,0.00041642704,0.013040636,0.0006136958,0.00019103965,0.000004996737,0.47445223,0.000006791688,0.034469035,0.003923138,0.026764112,0.4456976],"study_design_scores_gemma":[0.0014088923,0.00012549077,0.02404161,0.0029724007,0.00010766594,0.000019739146,0.76709217,0.0024599412,0.00026530243,0.0044749854,0.19653268,0.0004991314],"about_ca_topic_score_codex":0.00079329754,"about_ca_topic_score_gemma":0.015754526,"teacher_disagreement_score":0.44519848,"about_ca_system_score_codex":0.00007790687,"about_ca_system_score_gemma":0.00006539174,"threshold_uncertainty_score":0.98798746},"labels":[],"label_agreement":null},{"id":"W6889101312","doi":"10.25384/sage.25283492","title":"sj-docx-5-scx-10.1177_10755470241227443 – Supplemental material for Shifting Climate Communication Narratives Toward Actions and Futures in a Rural Area of Appalachia","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Futures contract; Narrative; Rural area; Climate change; Appalachian Region","score_opus":0.40712523740222434,"score_gpt":0.4860633931004218,"score_spread":0.07893815569819745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889101312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.905598,0.024098104,0.0005957775,0.03217446,0.0010489447,0.0015218963,0.029311392,0.0001695852,0.005481839],"genre_scores_gemma":[0.93051183,0.063174725,0.0018259276,0.000056711284,0.00025951778,0.00004216337,0.004040518,0.000015803376,0.00007277962],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985597,0.0003795824,0.0004338578,0.0001777479,0.00020315054,0.00024592865],"domain_scores_gemma":[0.99897325,0.0002502913,0.00016247733,0.00048322987,0.000060705504,0.0000700449],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020712614,0.00011171896,0.0001901538,0.00017249011,0.0006425592,0.0004324276,0.00063971477,0.0000817559,0.012775806],"category_scores_gemma":[0.000119494274,0.000106214946,0.000047428766,0.00023512408,0.00018509237,0.0010081672,0.00042770142,0.00019380612,0.000005848343],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041676345,0.00040429796,0.012838596,0.00060460105,0.00018915611,0.000004841072,0.47203562,0.0000063487946,0.034126077,0.004064814,0.025545012,0.4497639],"study_design_scores_gemma":[0.001416067,0.00012634767,0.024030326,0.0030005127,0.00010886563,0.000019534693,0.7606303,0.0024764165,0.00027466766,0.004578073,0.20283741,0.00050147716],"about_ca_topic_score_codex":0.0008162775,"about_ca_topic_score_gemma":0.015949417,"teacher_disagreement_score":0.4492624,"about_ca_system_score_codex":0.000078251986,"about_ca_system_score_gemma":0.00006489913,"threshold_uncertainty_score":0.98812664},"labels":[],"label_agreement":null},{"id":"W6889117486","doi":"10.25384/sage.16943329","title":"sj-docx-1-pus-10.1177_09636625211051970 – Supplemental material for Science communication skills as an asset across disciplines: A 10-year case study of students’ motivation patterns at Université Laval","year":2021,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Asset (computer security); Communication skills; Risk communication; Science communication; Work (physics)","score_opus":0.27932483848773587,"score_gpt":0.5030086046437401,"score_spread":0.22368376615600422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889117486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857058,0.00007485812,0.000038065205,0.0008249458,0.00017871954,0.0006237434,0.0123861525,0.000027460612,0.00014025737],"genre_scores_gemma":[0.98779,0.0036744205,0.00024536074,0.000043842465,0.00015261023,0.000009398531,0.007335892,0.000015835898,0.00073264574],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99716187,0.0007117814,0.000497734,0.00039958145,0.000886248,0.00034276355],"domain_scores_gemma":[0.99695456,0.00022956502,0.00044120743,0.0016282152,0.00056266977,0.00018375399],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003530796,0.00014337646,0.00022879071,0.00010847605,0.0024865912,0.000612286,0.002231227,0.000074385185,0.024375856],"category_scores_gemma":[0.00038235597,0.0001477737,0.00005024483,0.00050089514,0.0002458226,0.0017658691,0.0027526198,0.00013053622,0.00001733867],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038916798,0.0073572365,0.49647745,0.00006602417,0.00016725037,0.00018072392,0.4437531,0.000015432324,0.021837208,0.000048988437,0.005913217,0.023794193],"study_design_scores_gemma":[0.0032838415,0.00035416053,0.10298193,0.0002261626,0.00010681734,0.00012513304,0.88037294,0.000101103076,0.001349055,0.00007722844,0.010700493,0.00032114767],"about_ca_topic_score_codex":0.006687637,"about_ca_topic_score_gemma":0.13074398,"teacher_disagreement_score":0.43661985,"about_ca_system_score_codex":0.0004162768,"about_ca_system_score_gemma":0.00021180358,"threshold_uncertainty_score":0.9999269},"labels":[],"label_agreement":null},{"id":"W6892521270","doi":"10.5281/zenodo.10443324","title":"Climate Emotions, Pro-environmental Behaviours, and Activism among Canadian Youth","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Carleton University","funders":"","keywords":"Worry; Categorization; Context (archaeology); Climate change; Environmentalism; Anxiety","score_opus":0.2631938220712292,"score_gpt":0.3455744914967035,"score_spread":0.08238066942547428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892521270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86074257,0.000022713984,0.000013560048,0.00244905,0.00008563964,0.00043128914,0.00077282544,0.00069630705,0.13478605],"genre_scores_gemma":[0.9931732,0.0018871875,0.000013061171,0.00006719838,0.000067453475,5.8929984e-8,0.0037673088,0.00027851813,0.0007460551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987871,0.00034740762,0.00010742641,0.0001985266,0.00021713822,0.00034240974],"domain_scores_gemma":[0.9993846,0.000012664491,0.000044525525,0.00022724063,0.00005710772,0.00027389723],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007834703,0.00007006926,0.000063377855,0.00022407057,0.0051916023,0.0005308086,0.00038803197,0.00006184804,0.007872893],"category_scores_gemma":[0.00012795176,0.00008255345,0.000022341215,0.0003620407,0.00030436824,0.00025984607,0.00039010958,0.00014999932,0.0032658456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037840175,0.00023493904,0.0044115605,0.000046080913,0.000037188656,0.00001851804,0.29998612,0.0000110632,0.0015784568,0.009208958,0.07305958,0.61136967],"study_design_scores_gemma":[0.00025429035,0.00005318323,0.15576266,0.000028788005,0.000015732205,0.0000060452153,0.051795132,0.00013816422,0.000009094602,0.000078485486,0.79166704,0.0001913793],"about_ca_topic_score_codex":0.009577759,"about_ca_topic_score_gemma":0.0026372538,"teacher_disagreement_score":0.7186075,"about_ca_system_score_codex":0.00023151023,"about_ca_system_score_gemma":0.000004426878,"threshold_uncertainty_score":0.99751025},"labels":[],"label_agreement":null},{"id":"W6892535435","doi":"10.5281/zenodo.10443325","title":"Climate Emotions, Pro-environmental Behaviours, and Activism among Canadian Youth","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada; Carleton University","funders":"","keywords":"Worry; Categorization; Context (archaeology); Climate change; Environmentalism; Anxiety","score_opus":0.2631938220712292,"score_gpt":0.3455744914967035,"score_spread":0.08238066942547428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892535435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86074257,0.000022713984,0.000013560048,0.00244905,0.00008563964,0.00043128914,0.00077282544,0.00069630705,0.13478605],"genre_scores_gemma":[0.9931732,0.0018871875,0.000013061171,0.00006719838,0.000067453475,5.8929984e-8,0.0037673088,0.00027851813,0.0007460551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987871,0.00034740762,0.00010742641,0.0001985266,0.00021713822,0.00034240974],"domain_scores_gemma":[0.9993846,0.000012664491,0.000044525525,0.00022724063,0.00005710772,0.00027389723],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007834703,0.00007006926,0.000063377855,0.00022407057,0.0051916023,0.0005308086,0.00038803197,0.00006184804,0.007872893],"category_scores_gemma":[0.00012795176,0.00008255345,0.000022341215,0.0003620407,0.00030436824,0.00025984607,0.00039010958,0.00014999932,0.0032658456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037840175,0.00023493904,0.0044115605,0.000046080913,0.000037188656,0.00001851804,0.29998612,0.0000110632,0.0015784568,0.009208958,0.07305958,0.61136967],"study_design_scores_gemma":[0.00025429035,0.00005318323,0.15576266,0.000028788005,0.000015732205,0.0000060452153,0.051795132,0.00013816422,0.000009094602,0.000078485486,0.79166704,0.0001913793],"about_ca_topic_score_codex":0.009577759,"about_ca_topic_score_gemma":0.0026372538,"teacher_disagreement_score":0.7186075,"about_ca_system_score_codex":0.00023151023,"about_ca_system_score_gemma":0.000004426878,"threshold_uncertainty_score":0.99751025},"labels":[],"label_agreement":null},{"id":"W6893806341","doi":"10.5281/zenodo.7104978","title":"Connecting media and scientists — Euroscitizen WG4","year":2022,"lang":"en","type":"article","venue":"Open Repository of the University of Porto (University of Porto)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Action (physics); Scientific literacy; Sustainability; Literacy; Media literacy; Work (physics)","score_opus":0.1807996758402075,"score_gpt":0.3179666982499294,"score_spread":0.1371670224097219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893806341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92565423,0.000044468237,0.000026268324,0.0015416788,0.00028618623,0.00023337195,0.000051593932,0.0000147379005,0.07214745],"genre_scores_gemma":[0.9915321,0.00016134113,0.00052431633,0.000016720149,0.0000094606785,2.3636593e-8,0.000011439516,0.000003881106,0.0077407295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988252,0.00038233818,0.000113895374,0.00018310497,0.00037771856,0.00011774012],"domain_scores_gemma":[0.9988136,0.00009434835,0.00052086206,0.0003515184,0.00014127692,0.00007836399],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008168395,0.000061670195,0.00019293734,0.00009584661,0.0028091532,0.000015416259,0.0014293112,0.00004384367,0.0014210321],"category_scores_gemma":[0.000037802936,0.00008054452,0.00009997229,0.0003180256,0.0008512705,0.000276105,0.0017641844,0.00012421078,0.0000013800318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065901096,0.0007715394,0.17351133,0.00019823304,0.00020468881,0.00015818932,0.7342934,0.00012289186,0.042656325,0.02347098,0.014490739,0.0094626555],"study_design_scores_gemma":[0.0012896316,0.00010253678,0.25134224,0.00009825298,0.00016829645,0.000025150708,0.6184201,0.00012893144,0.00026335902,0.0004394122,0.12745436,0.00026767646],"about_ca_topic_score_codex":0.020932758,"about_ca_topic_score_gemma":0.0071810344,"teacher_disagreement_score":0.11587327,"about_ca_system_score_codex":0.00010734879,"about_ca_system_score_gemma":0.00015990146,"threshold_uncertainty_score":0.9994918},"labels":[],"label_agreement":null},{"id":"W6894251758","doi":"10.5281/zenodo.8226267","title":"Exploring the Relationship between Subjective Social Disconnectedness and Climate Change Anxiety","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Athabasca University; AIDS Vancouver; Simon Fraser University","funders":"","keywords":"Disconnection; Psychological intervention; Psychological resilience; Climate change; Mental health; Mediation; Social anxiety; Anxiety","score_opus":0.7331419621501313,"score_gpt":0.421213574317554,"score_spread":0.31192838783257726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894251758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327184,0.000025192705,0.000038131122,0.011838511,0.00011330555,0.0004986242,0.00018146912,0.0010208759,0.05356551],"genre_scores_gemma":[0.99643254,0.0019159577,0.0000061645233,0.000061364524,0.0004369648,5.204607e-7,0.00079217396,0.00023749485,0.00011680748],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99833924,0.0008108518,0.0001260973,0.000191837,0.00024606092,0.0002859129],"domain_scores_gemma":[0.99928904,0.00019248048,0.00006095847,0.00019483558,0.00018222968,0.00008045146],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015531649,0.000071240574,0.00007672412,0.00013231032,0.010069526,0.00055487663,0.00047761874,0.00004231838,0.0008905613],"category_scores_gemma":[0.0008552481,0.000066419045,0.000030177913,0.0009645,0.00031094346,0.000490682,0.0006801311,0.00020825016,0.0018004401],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036840764,0.000041631738,0.01027184,0.000060047358,0.000021318812,0.0000013061674,0.40179834,0.0000010523547,0.00013966911,0.11706821,0.008186383,0.46237335],"study_design_scores_gemma":[0.0001275344,0.000017788629,0.5736885,0.000016047272,0.0000084376115,0.0000014551237,0.025120197,0.000018815892,0.0000024997885,0.0004843445,0.40042594,0.00008844161],"about_ca_topic_score_codex":0.00012494941,"about_ca_topic_score_gemma":0.000030064515,"teacher_disagreement_score":0.56341666,"about_ca_system_score_codex":0.00010428166,"about_ca_system_score_gemma":0.0000019742683,"threshold_uncertainty_score":0.99897677},"labels":[],"label_agreement":null},{"id":"W6901643682","doi":"10.60692/h6z1h-aje89","title":"Negative emotions about climate change are related to insomnia symptoms and mental health: Cross-sectional evidence from 25 countries","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Mental health; Worry; Anxiety; Climate change; Stressor; Insomnia; Norwegian","score_opus":0.2937119693525699,"score_gpt":0.3940633481779362,"score_spread":0.10035137882536632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901643682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904485,0.00009269731,0.00014751015,0.0041367314,0.00079317164,0.00064801803,0.0014695066,0.00022199682,0.0020418842],"genre_scores_gemma":[0.9979352,0.00026946803,0.00011559235,0.0010766985,0.000120176854,0.00011348953,0.00021792238,0.0000076426195,0.00014383107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818933,0.00033389986,0.0005851381,0.00019649693,0.0004180181,0.00027710677],"domain_scores_gemma":[0.9986415,0.00005219228,0.00037803757,0.00028260026,0.00045008725,0.0001956175],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006998933,0.00013804971,0.00020098076,0.00015183407,0.001586961,0.0006838813,0.00016105833,0.00013845522,0.00037492818],"category_scores_gemma":[0.00011502181,0.00014043892,0.00005180075,0.00038111053,0.00013044488,0.0016450176,0.00014172494,0.00011890357,0.0008191299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017054732,0.0000018033559,0.5561348,0.000063886364,0.000010046651,2.8344726e-7,0.44280195,0.0000030315634,6.793817e-7,0.00060210965,0.000057934896,0.00030635778],"study_design_scores_gemma":[0.00035952675,0.000018398448,0.900447,0.0006397449,0.0000045352385,0.0000060969924,0.09505388,0.00019689379,0.0000055567816,0.000005340312,0.003124838,0.00013818551],"about_ca_topic_score_codex":0.0006381303,"about_ca_topic_score_gemma":0.0003246641,"teacher_disagreement_score":0.34774807,"about_ca_system_score_codex":0.00048751233,"about_ca_system_score_gemma":0.00008479113,"threshold_uncertainty_score":0.9999589},"labels":[],"label_agreement":null},{"id":"W6902140676","doi":"10.6084/m9.figshare.22697025","title":"Additional file 1 of Pregnancy intentions of young women in Canada in the era of climate change: a qualitative auto-photography study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Providence Health Care Research Institute; University of British Columbia","funders":"","keywords":"Qualitative research; Pregnancy; Government (linguistics); Population; Data collection","score_opus":0.3831640292426374,"score_gpt":0.4389215331049816,"score_spread":0.05575750386234418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902140676","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0155938035,0.000019325586,2.8724865e-9,0.00011018739,0.000011627025,0.00042984306,0.97721785,0.000007286884,0.006610046],"genre_scores_gemma":[0.68635416,0.00009673861,0.0000059704867,0.000021328413,0.000009068282,0.0035909377,0.30988753,0.0000037926254,0.00003050696],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879324,0.00044474946,0.00022993032,0.00007481916,0.0003014827,0.0001557497],"domain_scores_gemma":[0.9981793,0.001358876,0.00016525605,0.0001436649,0.00013208546,0.000020827778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024898516,0.00004516277,0.00011885516,0.000121200545,0.000066590546,0.000005389888,0.00025000292,0.000023962268,0.8426597],"category_scores_gemma":[0.0013381703,0.000040626564,0.000035127574,0.0011651111,0.000025020001,0.00007704296,0.00006198597,0.00009569523,0.000022747565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055761493,0.00015224646,0.0009255339,0.00009072049,0.000007015225,0.0000012293739,0.60923916,7.9179364e-7,0.000002405318,0.00002291543,0.3868243,0.0027281046],"study_design_scores_gemma":[0.00010950005,0.000032816133,0.41442457,0.0023372157,0.0000011222963,5.3416063e-8,0.57372427,0.000030799114,3.8311902e-7,0.000064139764,0.009231796,0.00004332454],"about_ca_topic_score_codex":0.25408918,"about_ca_topic_score_gemma":0.97021466,"teacher_disagreement_score":0.84263694,"about_ca_system_score_codex":0.000115494244,"about_ca_system_score_gemma":0.00027330703,"threshold_uncertainty_score":0.7508779},"labels":[],"label_agreement":null},{"id":"W6903362295","doi":"10.1192/j.eurpsy.2023.636","title":"Association of youth climate worry with current and past mental health symptoms: A longitudinal population-based study","year":2023,"lang":"en","type":"article","venue":"PubMed Central","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Worry; Mental health; Anxiety; Longitudinal study; Association (psychology); Socioeconomic status","score_opus":0.19397143259778665,"score_gpt":0.38583932069169347,"score_spread":0.1918678880939068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903362295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957645,0.0000710845,0.000005727664,0.0027740754,0.00030840424,0.0007264949,0.00011587015,0.00009071183,0.00014314236],"genre_scores_gemma":[0.9985255,0.0007947996,0.000010271101,0.00003771356,0.00013085066,0.000060563867,0.00040060576,0.000007726906,0.00003194775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983029,0.00030232276,0.00020624873,0.00015290966,0.00040211715,0.0006335356],"domain_scores_gemma":[0.99937266,0.000063510764,0.0002117875,0.0001186108,0.0000426622,0.00019077267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013064967,0.000078117875,0.00014157133,0.00009457415,0.0004294663,0.000055616754,0.00009446699,0.000030913936,0.00003999679],"category_scores_gemma":[0.000050863262,0.00007325715,0.00002863198,0.00039249085,0.000035530422,0.00011481084,0.000033308417,0.00008402101,0.0000040412356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029767449,0.00014494668,0.9504408,0.000017350472,0.000012219099,8.7924704e-8,0.03611794,0.000011744931,2.3682806e-7,0.00005732747,0.00009471302,0.013072866],"study_design_scores_gemma":[0.0005814183,0.000046331435,0.9789915,0.000030710176,0.000018405151,4.370065e-8,0.019609679,0.0000967936,1.9069293e-7,0.000005893187,0.0005464956,0.00007251269],"about_ca_topic_score_codex":0.0012715159,"about_ca_topic_score_gemma":0.016419616,"teacher_disagreement_score":0.028550727,"about_ca_system_score_codex":0.0006344968,"about_ca_system_score_gemma":0.00007323616,"threshold_uncertainty_score":0.91625315},"labels":[],"label_agreement":null},{"id":"W6903511928","doi":"10.11575/prism/41466","title":"Assessing impacts of mediated communication technologies in advancing UNSDG6 at UCalgary campus, Alberta, Canada","year":2022,"lang":"en","type":"other","venue":"Open MIND","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Perception; Sustainability; Information and Communications Technology; Emerging technologies","score_opus":0.1816734632851201,"score_gpt":0.43376334811698336,"score_spread":0.25208988483186323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903511928","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020926565,0.0013296963,3.648355e-7,0.0022682631,0.00008978189,0.00053591403,0.00005946693,0.000009983421,0.97477996],"genre_scores_gemma":[0.4656238,0.044677313,0.0044532036,0.00027585338,0.000058963968,0.00021912149,0.0054990235,0.00036422635,0.47882852],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861616,0.00044870883,0.0002657416,0.00018603483,0.00026728943,0.00021608877],"domain_scores_gemma":[0.99838257,0.00043732976,0.00043996173,0.00066775817,0.000028866662,0.00004353452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007058912,0.00012235655,0.00026849064,0.00017834025,0.0002939277,0.00007681415,0.0012965208,0.00020845955,0.05136692],"category_scores_gemma":[0.0005182869,0.00013288918,0.00002073357,0.00041247657,0.00017330666,0.00016736079,0.0009436817,0.00027476056,0.0000265231],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005770934,0.00036276472,0.07705237,0.0001583751,0.0001083301,0.000016872544,0.060744878,0.000018015658,0.0010844587,0.0003347796,0.36441025,0.49565122],"study_design_scores_gemma":[0.0001608261,0.0000062855975,0.00091584586,0.0002165162,0.000008503484,4.7018602e-7,0.05166088,0.000011675475,0.000016358055,0.00001408116,0.94684,0.00014854608],"about_ca_topic_score_codex":0.96676683,"about_ca_topic_score_gemma":0.9996949,"teacher_disagreement_score":0.58242977,"about_ca_system_score_codex":0.0012681076,"about_ca_system_score_gemma":0.00091535883,"threshold_uncertainty_score":0.94950026},"labels":[],"label_agreement":null},{"id":"W6906568474","doi":"10.17605/osf.io/fu89t","title":"Global warming attitudes &amp; multivariate analysis","year":2024,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Global warming; Climate change; Multivariate statistics; Effects of global warming; Global change; Ecological forecasting; Global temperature; Global-warming potential","score_opus":0.19195252087663955,"score_gpt":0.4401723398209552,"score_spread":0.24821981894431566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6906568474","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113522746,0.000012305568,0.0057203886,0.0020664625,0.00045820308,0.0003949934,0.000038232858,0.0004995703,0.8772871],"genre_scores_gemma":[0.8616128,0.0013233365,0.0014465173,0.00013428339,0.00015714954,0.000085009764,0.00007557154,0.000016318647,0.13514903],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.996725,0.00095534633,0.00037146313,0.0011346475,0.0004389885,0.00037455218],"domain_scores_gemma":[0.99708414,0.0004743987,0.00009228182,0.0020073114,0.00013036122,0.00021149288],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005231955,0.00017780867,0.00026333565,0.00020448258,0.00057682086,0.00047032663,0.0009833047,0.00019346492,0.5878006],"category_scores_gemma":[0.0015303096,0.00019763986,0.00032195798,0.0013131683,0.00024536153,0.00036140496,0.00078528025,0.00024455934,0.622266],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011020796,0.0008151284,0.46857017,0.00028203602,0.002475802,0.000029916991,0.13041915,0.0031312911,0.002968302,0.075090945,0.030039122,0.2860679],"study_design_scores_gemma":[0.00015176654,2.6771136e-7,0.12911391,0.00008310303,0.00036826424,0.000002977089,0.001548218,0.0018248484,0.000029170204,0.0037872165,0.86274517,0.00034508697],"about_ca_topic_score_codex":0.008626476,"about_ca_topic_score_gemma":0.023906978,"teacher_disagreement_score":0.83270603,"about_ca_system_score_codex":0.00061906816,"about_ca_system_score_gemma":0.0001504461,"threshold_uncertainty_score":0.9979752},"labels":[],"label_agreement":null},{"id":"W6907700485","doi":"10.25384/sage.22770463","title":"sj-docx-1-pus-10.1177_09636625231166255 – Supplemental material for Dunning–Kruger effect and flat-earthers: An exploratory analysis","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Exploratory analysis; Exploratory research; Exploratory data analysis; Statistical analysis; Qualitative analysis","score_opus":0.379400776347722,"score_gpt":0.47911407329774486,"score_spread":0.09971329695002284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907700485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977229,0.0016731699,0.00024371682,0.0043304577,0.0006284057,0.00084836537,0.014074511,0.00025599764,0.00071636814],"genre_scores_gemma":[0.9152801,0.04491857,0.00089883624,0.00050244975,0.0022102369,0.00014713246,0.03437508,0.000075129756,0.0015924531],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978094,0.0007371115,0.00034766112,0.00034596343,0.0003728531,0.00038698746],"domain_scores_gemma":[0.9983576,0.00029854407,0.00018434307,0.0008563179,0.000075889344,0.00022729495],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004820748,0.00015024946,0.0002971832,0.0003275751,0.0009647077,0.0005919034,0.0008040358,0.00010488506,0.05256466],"category_scores_gemma":[0.00021467934,0.000141438,0.0001176186,0.00074707373,0.00014867517,0.00123518,0.00041194624,0.00012811148,0.00014314125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007830997,0.00032486173,0.06103577,0.00028246624,0.0018177693,0.000049101367,0.14726837,0.0000407781,0.04060192,0.00009672839,0.23154268,0.5161565],"study_design_scores_gemma":[0.0033976932,0.000556412,0.033043876,0.00046766343,0.0018118751,0.000008619669,0.101885006,0.0048695337,0.0006178934,0.00068536296,0.85153204,0.0011240076],"about_ca_topic_score_codex":0.00031844364,"about_ca_topic_score_gemma":0.006707252,"teacher_disagreement_score":0.6199894,"about_ca_system_score_codex":0.00005555218,"about_ca_system_score_gemma":0.00004698509,"threshold_uncertainty_score":0.94830143},"labels":[],"label_agreement":null},{"id":"W6907872883","doi":"10.25384/sage.25283504.v1","title":"sj-docx-9-scx-10.1177_10755470241227443 – Supplemental material for Shifting Climate Communication Narratives Toward Actions and Futures in a Rural Area of Appalachia","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Futures contract; Narrative; Rural area; Climate change; Appalachian Region","score_opus":0.3627341948131652,"score_gpt":0.4495609794462318,"score_spread":0.08682678463306659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6907872883","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3606767,0.0024852587,0.000006265024,0.009284482,0.00044661094,0.0022186285,0.6023662,0.0003706702,0.022145167],"genre_scores_gemma":[0.86946124,0.0005443441,0.00030806215,0.00003831132,0.00013241296,0.00037756967,0.12902416,0.000014140929,0.00009976677],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911046,0.00016641887,0.0002478143,0.00014078601,0.00012848096,0.00020606897],"domain_scores_gemma":[0.9993883,0.00022445314,0.00008396556,0.00018175223,0.0000745658,0.000047010202],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000259796,0.000101808386,0.00013845711,0.00011476938,0.00043821838,0.00021014376,0.00022860077,0.0000895118,0.18317042],"category_scores_gemma":[0.00015064717,0.00010332198,0.000058914255,0.00019245897,0.00004971516,0.0003522547,0.00014842476,0.00010797037,0.000046201763],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028006025,0.00026262287,0.0018832954,0.0020607028,0.00007988311,0.0000020425798,0.638644,0.000009242887,0.0063659823,0.010415812,0.28507987,0.054916523],"study_design_scores_gemma":[0.0007339203,0.00010606955,0.011822357,0.002822116,0.000023615341,0.0000030085246,0.3471892,0.0010987148,0.00039549486,0.0010455382,0.6343646,0.00039538505],"about_ca_topic_score_codex":0.00027626535,"about_ca_topic_score_gemma":0.008121089,"teacher_disagreement_score":0.50878453,"about_ca_system_score_codex":0.00008329522,"about_ca_system_score_gemma":0.000048819096,"threshold_uncertainty_score":0.8175763},"labels":[],"label_agreement":null},{"id":"W6912026596","doi":"10.5281/zenodo.1578581","title":"Travelling through ecosystems and biodiversity: Long-term ecological research for citizens","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"","keywords":"Citizen science; Process (computing); Biodiversity; Science communication; Unintended consequences; Biodiversity conservation","score_opus":0.8585428040047516,"score_gpt":0.5498633210018694,"score_spread":0.30867948300288217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912026596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.613231,0.0011340149,0.000024870858,0.0134105235,0.0005155386,0.0034722078,0.20600095,0.00042566936,0.16178524],"genre_scores_gemma":[0.9717997,0.0009196376,0.000118309734,0.0003662192,0.0009348773,0.00014857527,0.024859995,0.0000072054468,0.0008454862],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992426,0.00017296155,0.00007330705,0.00014364946,0.00014735924,0.0002201451],"domain_scores_gemma":[0.99908817,0.00041747876,0.00002960912,0.00012360071,0.0002787881,0.00006237279],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003546197,0.000044027678,0.00006979693,0.000036327234,0.0012388163,0.00012163797,0.00020635007,0.000112062575,0.12914878],"category_scores_gemma":[0.00059187866,0.00004271119,0.000028916778,0.00014195638,0.0000815434,0.00009971547,0.00009830797,0.00008441523,0.0013480373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044031585,0.00010248383,0.0050106826,0.0002622434,0.000017272398,0.000003857397,0.08479552,8.799597e-8,0.00012790666,0.0010587968,0.8909136,0.017663535],"study_design_scores_gemma":[0.00027148364,0.00013323016,0.022952318,0.00032153918,0.000004078741,0.0000011524462,0.006881081,0.00006856895,0.000053862852,0.00042161936,0.96875805,0.00013302169],"about_ca_topic_score_codex":0.00008620834,"about_ca_topic_score_gemma":0.0054809046,"teacher_disagreement_score":0.3585687,"about_ca_system_score_codex":0.00006458599,"about_ca_system_score_gemma":0.000031055097,"threshold_uncertainty_score":0.9994295},"labels":[],"label_agreement":null},{"id":"W6912046909","doi":"10.5281/zenodo.15270664","title":"Gender Considerations in the Measurement of Climate Change Anxiety: A Cross-Sectional Study in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University; University of British Columbia; University of Toronto; Simon Fraser University","funders":"","keywords":"Climate change; Mental health; Anxiety; Crying; Affect (linguistics)","score_opus":0.36611439657933986,"score_gpt":0.3830680324891645,"score_spread":0.016953635909824627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912046909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.856638,0.00009158302,0.000009349666,0.001188553,0.00011182329,0.0011816666,0.0001532593,0.000070022485,0.14055574],"genre_scores_gemma":[0.9988767,0.00056178233,0.0000075562853,0.00029331777,0.000031561056,6.918488e-7,0.00011424295,0.00005850005,0.000055644225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980751,0.00083164615,0.00025555666,0.0001686093,0.00048054167,0.00018854228],"domain_scores_gemma":[0.99914044,0.00004246909,0.00005954258,0.00022057247,0.0005042832,0.000032669635],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026481978,0.000040681403,0.000078572695,0.0000857343,0.0020133383,0.00087513414,0.00042144742,0.000034497996,0.0052653705],"category_scores_gemma":[0.000585971,0.00005800656,0.000018663804,0.0005977444,0.0001281487,0.00013305189,0.00024526843,0.0001578648,0.000036022484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005389911,0.0019620631,0.7291605,0.00016123973,0.00005455505,0.000022548567,0.12775715,0.000063485684,0.00019673434,0.008495882,0.050026406,0.08204555],"study_design_scores_gemma":[0.0003459324,0.0000198859,0.83274037,0.000019422969,0.0000027478395,0.0000029037305,0.015801452,0.0000250612,4.0987067e-7,0.00019012432,0.15080199,0.000049690178],"about_ca_topic_score_codex":0.6114847,"about_ca_topic_score_gemma":0.9531067,"teacher_disagreement_score":0.341622,"about_ca_system_score_codex":0.00046138393,"about_ca_system_score_gemma":0.000040820298,"threshold_uncertainty_score":0.9992859},"labels":[],"label_agreement":null},{"id":"W6912296601","doi":"10.5281/zenodo.3260284","title":"Research Libraries: an Incubator for Science Communication, Public Engagement and Literacy Skills","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ontario Council of University Libraries","funders":"","keywords":"Outreach; Information literacy; Scientific literacy; Context (archaeology); Public engagement; Science communication; Literacy; Community engagement; Science education","score_opus":0.357314737941078,"score_gpt":0.43265017804459044,"score_spread":0.07533544010351245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912296601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5985571,0.00033633807,0.00075319275,0.017499292,0.00018360658,0.0027594524,0.0001983258,0.0009966887,0.378716],"genre_scores_gemma":[0.99378014,0.0018363319,0.0012689393,0.00025908527,0.000102509985,5.769958e-7,0.0009532185,0.0002996307,0.0014995842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966297,0.0016866339,0.00021374047,0.0003747429,0.00062901556,0.00046616085],"domain_scores_gemma":[0.99648046,0.00024722147,0.00008385935,0.00090045604,0.0019920808,0.0002959326],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.008689609,0.00008602794,0.00010266032,0.00045516816,0.011122872,0.004088793,0.0021569498,0.00006346124,0.011100835],"category_scores_gemma":[0.002173393,0.0000939945,0.000023961396,0.0012334285,0.0012643363,0.0020543246,0.0019158106,0.00030878274,0.0016237485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053343836,0.00046182008,0.00013819373,0.00008984112,0.000015743852,3.2304476e-7,0.16675618,0.0000025034944,0.0050511346,0.45224828,0.03344341,0.34173924],"study_design_scores_gemma":[0.00030274424,0.00014331563,0.0015538604,0.000027424405,0.00000245322,0.000001981145,0.018245604,0.00029783935,0.00006013437,0.0017996837,0.9774505,0.00011449807],"about_ca_topic_score_codex":0.00009348401,"about_ca_topic_score_gemma":0.000009482688,"teacher_disagreement_score":0.94400704,"about_ca_system_score_codex":0.000260749,"about_ca_system_score_gemma":0.00003783666,"threshold_uncertainty_score":0.9991536},"labels":[],"label_agreement":null},{"id":"W6912338792","doi":"10.5281/zenodo.1578580","title":"Travelling through ecosystems and biodiversity: Long-term ecological research for citizens","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Anesthesia Research Foundation","funders":"","keywords":"Citizen science; Process (computing); Biodiversity; Science communication; Unintended consequences; Biodiversity conservation","score_opus":0.5576241210014464,"score_gpt":0.4342686160317059,"score_spread":0.12335550496974051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912338792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68157697,0.0002153224,0.0028821256,0.010868313,0.00032048993,0.001876801,0.0004406395,0.0008855351,0.3009338],"genre_scores_gemma":[0.9937442,0.0031650038,0.0002501431,0.00020611602,0.000557733,1.9476323e-7,0.00087182963,0.00020952347,0.000995256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792135,0.00086974964,0.00016079369,0.00030831213,0.00033512776,0.00040467014],"domain_scores_gemma":[0.9983834,0.00014325514,0.00005936697,0.0002749422,0.0009893326,0.0001497258],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024564946,0.000079209975,0.00011036273,0.00014634675,0.008660689,0.0008060436,0.0007129078,0.00010949225,0.014366879],"category_scores_gemma":[0.0007585697,0.000083864456,0.000037476755,0.00045531386,0.000842329,0.00022178159,0.00062581646,0.00019414458,0.003150533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041146367,0.00063138944,0.0007264429,0.00031514736,0.000099292716,0.0000122968695,0.20484094,0.0000016280243,0.0054973043,0.0667759,0.42980707,0.29088113],"study_design_scores_gemma":[0.0003633171,0.00027339475,0.0027821087,0.000027121318,0.000007438975,0.000008384329,0.0068598944,0.00008365106,0.000057996564,0.00056964904,0.9888517,0.00011530012],"about_ca_topic_score_codex":0.0001156057,"about_ca_topic_score_gemma":0.00009495897,"teacher_disagreement_score":0.55904466,"about_ca_system_score_codex":0.00019306109,"about_ca_system_score_gemma":0.0000060303933,"threshold_uncertainty_score":0.99762565},"labels":[],"label_agreement":null},{"id":"W6912455697","doi":"10.5281/zenodo.5423719","title":"\"At least we're trying\": Experimenting with roles and repertoires to foster new connections between science and society","year":2021,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"European Commission","keywords":"Misinformation; Science communication; Empathy; Citizen science; Active listening; Negotiation; Power (physics); Technical communication","score_opus":0.314833141952349,"score_gpt":0.38139579111886446,"score_spread":0.06656264916651544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912455697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7430415,0.00052468834,0.0008315847,0.05179124,0.0000686582,0.0005425271,0.000065812885,0.00059317733,0.20254079],"genre_scores_gemma":[0.9948964,0.0010894475,0.0007182058,0.0005408124,0.00015583172,8.345804e-8,0.00011104338,0.0001922639,0.0022958908],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988852,0.00016937239,0.000103178325,0.0002913329,0.0003294255,0.00022148983],"domain_scores_gemma":[0.9989883,0.00003615379,0.00004174878,0.00022390731,0.00047320855,0.00023668102],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064814184,0.00006712187,0.00007814957,0.00007050473,0.0066495608,0.0010025379,0.00029037113,0.000033316654,0.0032683322],"category_scores_gemma":[0.00046932485,0.00006805593,0.000015471174,0.0005819946,0.00046582485,0.00028713892,0.0010519682,0.000094364324,0.00018588449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004169971,0.00007855423,0.000542895,0.000049876966,0.000038437935,0.000003145164,0.39179036,0.000005726993,0.06619405,0.0041105985,0.100921474,0.43622318],"study_design_scores_gemma":[0.00022306267,0.000053213997,0.0021517905,0.00004420516,0.000008103494,0.000014045045,0.049547654,0.00003606007,0.0008451647,0.000039428323,0.94693065,0.00010664705],"about_ca_topic_score_codex":0.00007994796,"about_ca_topic_score_gemma":0.000068008885,"teacher_disagreement_score":0.84600914,"about_ca_system_score_codex":0.00017372625,"about_ca_system_score_gemma":0.000018685862,"threshold_uncertainty_score":0.9976428},"labels":[],"label_agreement":null},{"id":"W6913078740","doi":"10.5281/zenodo.8320442","title":"The Role of Emotions in Generating and Sustaining Climate Action for Youth Climate Champions: An Exploratory Study in Northern Ontario","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Climate change; Thematic analysis; Exploratory research; Climate risk; Mental health; Coping (psychology); Qualitative research; Classroom climate","score_opus":0.3637958471948237,"score_gpt":0.39296288934127827,"score_spread":0.029167042146454547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6913078740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99542713,0.000024708837,0.000020658954,0.00028847638,0.000037931743,0.00064523256,0.00004500535,0.00016022816,0.0033506474],"genre_scores_gemma":[0.99820125,0.0010418317,0.000024972684,0.000009687391,0.000042499134,7.08142e-7,0.00049008883,0.0001490689,0.000039901897],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99843997,0.0007084367,0.00021654804,0.0001814236,0.00017179901,0.00028182377],"domain_scores_gemma":[0.99931544,0.000067135945,0.00009474543,0.00022016998,0.0002451846,0.000057323814],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0029078526,0.00006319995,0.000085888765,0.00021010418,0.0032942027,0.00032139293,0.00032254044,0.00003802757,0.00013940223],"category_scores_gemma":[0.0003705119,0.00006315765,0.0000179209,0.00054797606,0.00010797224,0.00029162667,0.00036136297,0.00014283044,0.000062037114],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009761202,0.00024676314,0.012253747,0.000030760264,0.000009083895,9.5095623e-7,0.8202403,0.00025781774,0.0012010582,0.0023439648,0.00008160248,0.16323632],"study_design_scores_gemma":[0.0005277604,0.0001849586,0.04045859,0.00003335091,0.0000062513814,6.608693e-7,0.88873804,0.0019440353,0.000005766532,0.00016855686,0.06782699,0.00010506956],"about_ca_topic_score_codex":0.00158031,"about_ca_topic_score_gemma":0.16667095,"teacher_disagreement_score":0.16509065,"about_ca_system_score_codex":0.00023996315,"about_ca_system_score_gemma":0.000011525987,"threshold_uncertainty_score":0.99800336},"labels":[],"label_agreement":null},{"id":"W6917619433","doi":"10.57912/23891835.v1","title":"Public perceptions of climate change as a huma health risk : Surveys of the United States, Canada, and Malta","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Maltese; Climate change; Harm; Public health; Risk perception; Perception","score_opus":0.5847485148844622,"score_gpt":0.4372976760439869,"score_spread":0.14745083884047533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6917619433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5239355,0.00020375391,1.3463351e-7,0.01395819,0.00008507626,0.0006247321,0.4570945,0.00008383128,0.0040142885],"genre_scores_gemma":[0.92870164,0.010316455,0.00000305882,0.00046061116,0.00003911264,0.00007621636,0.060189843,0.000009653164,0.00020339737],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99841684,0.0008972341,0.00016414076,0.00008978324,0.00022560629,0.00020637993],"domain_scores_gemma":[0.99906254,0.0002198299,0.00019672053,0.0002498123,0.00018280839,0.000088297624],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065796456,0.000054997618,0.00010316195,0.000088215995,0.00056182203,0.000023697407,0.00025080322,0.000041643274,0.037128266],"category_scores_gemma":[0.0007094351,0.000046784247,0.000028808288,0.00086369616,0.000042390355,0.000070853115,0.00016917879,0.00009552504,0.00005857381],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011324044,0.0001540699,0.18283772,0.0010651122,0.000043321797,0.0000012424923,0.24074066,0.000022856255,0.000022624827,0.0013378073,0.447454,0.12630925],"study_design_scores_gemma":[0.00008447738,0.00001751295,0.8367374,0.00026301737,0.0000024682715,2.2217827e-7,0.0137705365,0.0002031093,5.7182353e-7,0.00004972206,0.1488123,0.000058674075],"about_ca_topic_score_codex":0.83096594,"about_ca_topic_score_gemma":0.9819135,"teacher_disagreement_score":0.65389967,"about_ca_system_score_codex":0.00008510205,"about_ca_system_score_gemma":0.00027156493,"threshold_uncertainty_score":0.9637519},"labels":[],"label_agreement":null},{"id":"W6920572439","doi":"10.60692/186ba-6rn64","title":"A creative approach to participatory mapping on climate change impacts among very young adolescents in Kenya","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University; United Nations University Institute for Water, Environment, and Health; University of Toronto","funders":"","keywords":"Climate change; Citizen journalism; Sanitation; Context (archaeology); Population; Participatory action research; Participatory GIS; Kenya; Extreme weather","score_opus":0.4997637215059601,"score_gpt":0.37658034053863176,"score_spread":0.12318338096732834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920572439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95602936,0.0000012683614,0.0001056303,0.00011504355,0.00029643712,0.0009708881,0.00006869364,0.00035454123,0.042058147],"genre_scores_gemma":[0.99897254,0.000010543557,0.000017154221,0.00029260607,0.00012249581,0.00045777974,0.000064103144,0.000010732832,0.00005204596],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981641,0.00032700322,0.0004555492,0.00015392296,0.0004099765,0.000489457],"domain_scores_gemma":[0.99918234,0.00001137497,0.00019504524,0.00032128696,0.000101065976,0.00018886827],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014471671,0.00014834187,0.00019999391,0.0006781555,0.0004067834,0.00021075389,0.00024235235,0.00012828542,0.000020542375],"category_scores_gemma":[0.00006782309,0.00014277399,0.000057408914,0.001030559,0.00005262616,0.00086150534,0.00010448353,0.00012630185,0.0021653422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024048697,0.000003965416,0.40897602,0.00012730232,0.0000029006574,5.2437355e-7,0.59027886,0.000025479596,4.0966677e-7,0.000104650324,0.000050688788,0.00040512832],"study_design_scores_gemma":[0.0003038394,0.000013354725,0.7558574,0.00065693347,0.0000034981292,4.022783e-7,0.24188837,0.00097178033,0.0000031986726,4.7730697e-7,0.00017031771,0.00013042559],"about_ca_topic_score_codex":0.0005423777,"about_ca_topic_score_gemma":0.00010718859,"teacher_disagreement_score":0.34839052,"about_ca_system_score_codex":0.00046311456,"about_ca_system_score_gemma":0.000023193808,"threshold_uncertainty_score":0.99861157},"labels":[],"label_agreement":null},{"id":"W6920710592","doi":"10.6084/m9.figshare.16592478","title":"Protest Under Uncertainty: Evidence from a Survey Experiment","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Framing (construction); Politics; Ideology; Framing effect; Public opinion; Survey data collection; Affect (linguistics); Willingness to pay; News media","score_opus":0.8479268956075526,"score_gpt":0.5286974935543964,"score_spread":0.3192294020531562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920710592","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23346324,0.021467224,0.00003085348,0.036079664,0.00094085414,0.002968316,0.60165036,0.0011018058,0.10229766],"genre_scores_gemma":[0.8480593,0.00063315884,0.00010906035,0.00093978253,0.00024739295,0.00035669695,0.14796609,0.000012772179,0.001675773],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891794,0.00048082846,0.00009380436,0.00016123574,0.00021068928,0.00013548072],"domain_scores_gemma":[0.99871814,0.0006256,0.00004484641,0.00030104228,0.00023456464,0.00007582397],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015640093,0.00005749281,0.00007192647,0.000012966803,0.0002772397,0.00013058787,0.00022551915,0.000065230364,0.57329637],"category_scores_gemma":[0.0028855156,0.000060436352,0.000033963275,0.00019489705,0.000013767498,0.00013763501,0.000118177784,0.000077632176,0.0027218845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043798875,0.00032257018,0.006373633,0.000069853566,0.00004152736,0.000018230323,0.111125745,0.00011329851,0.0048718215,0.00022781975,0.8480605,0.028731229],"study_design_scores_gemma":[0.0002445912,0.00002182996,0.18923886,0.0029238886,0.000005857047,5.957054e-7,0.020605009,0.00024268207,0.00098023,0.00029841767,0.78504854,0.0003895048],"about_ca_topic_score_codex":0.005796315,"about_ca_topic_score_gemma":0.057760894,"teacher_disagreement_score":0.614596,"about_ca_system_score_codex":0.00013339937,"about_ca_system_score_gemma":0.0002074663,"threshold_uncertainty_score":0.9980546},"labels":[],"label_agreement":null},{"id":"W6920909454","doi":"10.6084/m9.figshare.27368716","title":"Additional file 1 of Adolescents’ impairment due to climate anxiety is associated with self-efficacy and behavioral engagement: a cross-sectional analysis in Quebec (Canada)","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Université Laval","funders":"","keywords":"Anxiety; Affect (linguistics); Depression (economics)","score_opus":0.15986233461616117,"score_gpt":0.41083508772555966,"score_spread":0.2509727531093985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920909454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87241524,0.000009405947,0.0000010466465,0.0002658371,0.000029306102,0.00041319302,0.12268657,0.0000059753493,0.004173444],"genre_scores_gemma":[0.9789214,0.00004299803,0.0004674316,0.000091902875,0.00002720689,0.0001358367,0.018651059,0.000007642786,0.0016544902],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988517,0.00016837633,0.00020899916,0.00023927508,0.00035072785,0.00018089538],"domain_scores_gemma":[0.99939746,0.00022256825,0.0000702878,0.00012695238,0.000090575595,0.00009213246],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044328585,0.00008191699,0.00014880547,0.00012896176,0.00027156863,0.00032178292,0.00021477774,0.000051139294,0.5949761],"category_scores_gemma":[0.00006022136,0.000080896185,0.000039372084,0.00080984435,0.00006996828,0.00019581222,0.0001480966,0.000117679556,0.000037691676],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002518201,0.00289247,0.4127718,0.00005801388,0.00058603106,0.00004151018,0.09225433,0.00009937767,0.000039331575,0.000043576623,0.43986547,0.051096283],"study_design_scores_gemma":[0.0001850868,0.0000285577,0.7968049,0.00014761578,0.000042233583,3.9725143e-7,0.0018895225,0.0001890142,0.0000018559634,0.0000011471873,0.20061527,0.00009437812],"about_ca_topic_score_codex":0.20169637,"about_ca_topic_score_gemma":0.97711223,"teacher_disagreement_score":0.77541584,"about_ca_system_score_codex":0.00046699523,"about_ca_system_score_gemma":0.0004348078,"threshold_uncertainty_score":0.8036196},"labels":[],"label_agreement":null},{"id":"W6920926992","doi":"10.6084/m9.figshare.28441509","title":"Perfect as the Enemy of Good: How the Seeds of Solutions Journalism for Environmental Reporting Take Root In Canadian Alternative Media","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Framing (construction); Content analysis; Intentionality; Pessimism; Climate change; Adversary; News media","score_opus":0.4263410941096958,"score_gpt":0.4253438304831304,"score_spread":0.0009972636265653811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920926992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46344945,0.0044153575,0.000005868668,0.12458274,0.0006134956,0.003132533,0.18071298,0.00003955541,0.22304803],"genre_scores_gemma":[0.99644417,0.00013953721,0.000004981566,0.00012446841,0.000054099764,0.00008188811,0.0027061466,0.0000030053955,0.00044172563],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930596,0.0001544319,0.00020745442,0.00006032751,0.00012429197,0.0001475339],"domain_scores_gemma":[0.9989847,0.0004614969,0.00032052788,0.0001540144,0.000041476735,0.000037808386],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064417656,0.00004116138,0.00007691381,0.00006039409,0.00041228306,0.000026545355,0.00029261387,0.000043528897,0.012297062],"category_scores_gemma":[0.0027338231,0.00002903905,0.00006298256,0.00014398502,0.000047450234,0.000055446893,0.00004988983,0.0000998279,0.0000070190245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004251054,0.0002534822,0.04629597,0.00026616978,0.00020836148,0.0000067753303,0.6340924,0.00028202566,0.003495684,0.016819637,0.17109609,0.12714088],"study_design_scores_gemma":[0.0002641169,0.000022822085,0.18144707,0.0008150383,0.00002142553,0.0000020362147,0.060337584,0.00060920825,0.00036287936,0.0008655679,0.7551418,0.00011044152],"about_ca_topic_score_codex":0.059538715,"about_ca_topic_score_gemma":0.78665274,"teacher_disagreement_score":0.727114,"about_ca_system_score_codex":0.0001794436,"about_ca_system_score_gemma":0.00022104247,"threshold_uncertainty_score":0.98860586},"labels":[],"label_agreement":null},{"id":"W6921001422","doi":"10.6084/m9.figshare.14910006","title":"Mapping online visuals of shale gas controversy: a digital methods approach","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"The Internet; Perspective (graphical); Position (finance); Visualization; Digital media; Data visualization","score_opus":0.6888377078504118,"score_gpt":0.5410027530049674,"score_spread":0.1478349548454444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921001422","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0147793675,0.0019760148,0.00031584816,0.0026615255,0.00014784482,0.0006056502,0.31980222,0.00025387903,0.6594576],"genre_scores_gemma":[0.42442834,0.0008230652,0.015736576,0.0012060005,0.00074874784,0.0001517595,0.54936385,0.00004435869,0.0074973204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992576,0.00020391015,0.00014285355,0.00011850526,0.00014938788,0.00012770262],"domain_scores_gemma":[0.9991649,0.00029432625,0.000087249995,0.00020249524,0.00019298098,0.000058054302],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014090979,0.00005468347,0.00012917707,0.000034881108,0.00012910932,0.00008318271,0.00019927151,0.000069738184,0.11181686],"category_scores_gemma":[0.0023538051,0.000058521695,0.00007655727,0.00027557157,0.000018926385,0.00017266473,0.0001243027,0.00007626468,0.00013728348],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021405043,0.0010900573,0.0008062636,0.00056980696,0.00009620272,0.0000075612847,0.11557868,0.000010340517,0.005095105,0.0016939741,0.18998013,0.6850505],"study_design_scores_gemma":[0.0002517742,0.000010931383,0.0017031169,0.00038331916,0.000004253519,0.0000018668408,0.047413647,0.0006337714,0.00021218868,0.0001834526,0.9490629,0.00013882096],"about_ca_topic_score_codex":0.00003421852,"about_ca_topic_score_gemma":0.00009563067,"teacher_disagreement_score":0.75908273,"about_ca_system_score_codex":0.000042049687,"about_ca_system_score_gemma":0.00008814539,"threshold_uncertainty_score":0.88899505},"labels":[],"label_agreement":null},{"id":"W6924772522","doi":"10.15468/dl.v9ut77","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Reference data","score_opus":0.19284315022516973,"score_gpt":0.3545411082548078,"score_spread":0.16169795802963804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924772522","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013312741,0.00002407962,5.2250465e-7,0.0010373754,0.00072497706,0.00031934903,0.9949832,0.00011247049,0.00266491],"genre_scores_gemma":[0.000005809244,0.0025891308,4.0048957e-7,0.0008597814,0.0000023038517,0.0000099974195,0.99653196,8.879485e-9,5.890451e-7],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830437,0.00034500196,0.00027603505,0.00014874541,0.0006714596,0.0002543884],"domain_scores_gemma":[0.9988364,0.00003794646,0.00026772814,0.00050688384,0.00019905255,0.00015199628],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007338404,0.00015583269,0.00016936612,0.00008687533,0.0017595594,0.00018968945,0.00084982667,0.0002467856,0.30285797],"category_scores_gemma":[0.0002395547,0.00018757967,0.00012621109,0.00041655544,0.00030537648,0.00080365635,0.00048216694,0.00033186504,0.09433767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018902154,0.00003215718,0.00033359922,0.00003446584,0.000007592104,3.2245663e-7,0.0016006335,0.0000016173592,6.0518777e-9,7.758231e-7,0.99463874,0.0033312165],"study_design_scores_gemma":[0.0001409428,0.000014318846,0.00004708805,8.3961464e-7,0.00002146888,5.093976e-7,0.005877503,2.2653417e-8,2.6466289e-8,0.0000012930559,0.9937046,0.0001913691],"about_ca_topic_score_codex":0.007680277,"about_ca_topic_score_gemma":0.0010919446,"teacher_disagreement_score":0.20852031,"about_ca_system_score_codex":0.0009480893,"about_ca_system_score_gemma":0.00023922793,"threshold_uncertainty_score":0.99954003},"labels":[],"label_agreement":null},{"id":"W6926400990","doi":"10.25316/ir-14426","title":"The Nanaimo Free Press [Saturday, March 3, 1883]","year":2020,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"","score_opus":0.09544204200545386,"score_gpt":0.30719957387341273,"score_spread":0.21175753186795887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926400990","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.425788e-7,0.0006963676,0.00008342017,0.0067821504,0.0011581642,0.00039801828,0.00021417976,0.00026301737,0.99040425],"genre_scores_gemma":[0.0001150048,0.042148232,0.00008555038,0.00013892307,0.00057373143,0.0000018592997,0.0000035813239,0.0001003645,0.95683277],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842817,0.00041587904,0.0000882974,0.00031173733,0.00040646267,0.00034943156],"domain_scores_gemma":[0.9986322,0.00018428027,0.00018688537,0.0007705188,0.000059258196,0.00016686432],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001813905,0.00021152283,0.00021898652,0.00016083794,0.0009583802,0.00012015605,0.00151005,0.0003431854,0.002215624],"category_scores_gemma":[0.00009588335,0.0001869535,0.00013252607,0.00045337278,0.00042460026,0.000096242955,0.0004345604,0.00040028946,0.00015607614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027484684,0.000016811828,0.0000018196106,0.000018952665,0.0000388085,0.000010926444,0.003460456,5.1085385e-7,0.0000018273277,0.0056708152,0.9885847,0.002166872],"study_design_scores_gemma":[0.00038834903,0.00001847727,0.0000047797803,0.000063384,0.000046213485,1.5161642e-7,0.009503412,0.000010117214,5.362401e-7,0.00008659759,0.9896385,0.00023947355],"about_ca_topic_score_codex":0.010709465,"about_ca_topic_score_gemma":0.29041994,"teacher_disagreement_score":0.27971047,"about_ca_system_score_codex":0.00019979912,"about_ca_system_score_gemma":0.00015791341,"threshold_uncertainty_score":0.9986965},"labels":[],"label_agreement":null},{"id":"W6927622796","doi":"10.3390/challe14010003","title":"Towards Youth-Centred Planetary Health Education","year":2023,"lang":"en","type":"article","venue":"Challenges","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Nucleofection; Pretext; Work (physics); Articular cartilage damage; Gestational period; TSG101","score_opus":0.7726694790776006,"score_gpt":0.49595322421620613,"score_spread":0.2767162548613945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927622796","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08625975,0.034799587,0.0000034821906,0.37539345,0.0020307617,0.0005171235,0.000059877573,0.0010794628,0.4998565],"genre_scores_gemma":[0.65093696,0.34637663,0.000039837043,0.00057945354,0.0004184383,0.000016346574,0.00045462564,0.000008184258,0.0011694839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991932,0.00020313347,0.000105013605,0.00012412209,0.00017037283,0.00020419204],"domain_scores_gemma":[0.9995524,0.000040641935,0.00004853667,0.0002102077,0.000039156177,0.000109049455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037781394,0.00005596793,0.00008268992,0.00008420557,0.0003589943,0.000025942347,0.0001885139,0.000057383597,0.00046072635],"category_scores_gemma":[0.000047473102,0.00005872449,0.000028200937,0.00017139425,0.00006203553,0.00007848605,0.000035643276,0.00006780801,0.00066682074],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003141956,0.000048640373,0.00009286566,0.000027112907,0.00000340785,1.4334985e-7,0.36017022,7.942365e-7,0.00000322814,0.008501729,0.008551599,0.6225971],"study_design_scores_gemma":[0.00008019466,0.000018273975,0.0141228195,0.000040709645,0.0000027062774,2.1424594e-7,0.49101588,0.000016412125,9.0050276e-7,0.0013418337,0.49327466,0.000085405685],"about_ca_topic_score_codex":0.001927406,"about_ca_topic_score_gemma":0.007978072,"teacher_disagreement_score":0.6225117,"about_ca_system_score_codex":0.000089291585,"about_ca_system_score_gemma":0.0002335923,"threshold_uncertainty_score":0.8570854},"labels":[],"label_agreement":null},{"id":"W6930853926","doi":"10.5281/zenodo.15270665","title":"Gender Considerations in the Measurement of Climate Change Anxiety: A Cross-Sectional Study in British Columbia, Canada","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University; University of British Columbia; University of Toronto; Simon Fraser University","funders":"","keywords":"Climate change; Mental health; Anxiety; Crying; Affect (linguistics)","score_opus":0.36611439657933986,"score_gpt":0.3830680324891645,"score_spread":0.016953635909824627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6930853926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.856638,0.00009158302,0.000009349666,0.001188553,0.00011182329,0.0011816666,0.0001532593,0.000070022485,0.14055574],"genre_scores_gemma":[0.9988767,0.00056178233,0.0000075562853,0.00029331777,0.000031561056,6.918488e-7,0.00011424295,0.00005850005,0.000055644225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980751,0.00083164615,0.00025555666,0.0001686093,0.00048054167,0.00018854228],"domain_scores_gemma":[0.99914044,0.00004246909,0.00005954258,0.00022057247,0.0005042832,0.000032669635],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026481978,0.000040681403,0.000078572695,0.0000857343,0.0020133383,0.00087513414,0.00042144742,0.000034497996,0.0052653705],"category_scores_gemma":[0.000585971,0.00005800656,0.000018663804,0.0005977444,0.0001281487,0.00013305189,0.00024526843,0.0001578648,0.000036022484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005389911,0.0019620631,0.7291605,0.00016123973,0.00005455505,0.000022548567,0.12775715,0.000063485684,0.00019673434,0.008495882,0.050026406,0.08204555],"study_design_scores_gemma":[0.0003459324,0.0000198859,0.83274037,0.000019422969,0.0000027478395,0.0000029037305,0.015801452,0.0000250612,4.0987067e-7,0.00019012432,0.15080199,0.000049690178],"about_ca_topic_score_codex":0.6114847,"about_ca_topic_score_gemma":0.9531067,"teacher_disagreement_score":0.341622,"about_ca_system_score_codex":0.00046138393,"about_ca_system_score_gemma":0.000040820298,"threshold_uncertainty_score":0.9992859},"labels":[],"label_agreement":null},{"id":"W6939618533","doi":"10.6084/m9.figshare.22697025.v1","title":"Additional file 1 of Pregnancy intentions of young women in Canada in the era of climate change: a qualitative auto-photography study","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Providence Health Care Research Institute; University of British Columbia","funders":"","keywords":"Qualitative research; Pregnancy; Government (linguistics); Population; Data collection","score_opus":0.3831640292426374,"score_gpt":0.4389215331049816,"score_spread":0.05575750386234418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939618533","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0155938035,0.000019325586,2.8724865e-9,0.00011018739,0.000011627025,0.00042984306,0.97721785,0.000007286884,0.006610046],"genre_scores_gemma":[0.68635416,0.00009673861,0.0000059704867,0.000021328413,0.000009068282,0.0035909377,0.30988753,0.0000037926254,0.00003050696],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99879324,0.00044474946,0.00022993032,0.00007481916,0.0003014827,0.0001557497],"domain_scores_gemma":[0.9981793,0.001358876,0.00016525605,0.0001436649,0.00013208546,0.000020827778],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024898516,0.00004516277,0.00011885516,0.000121200545,0.000066590546,0.000005389888,0.00025000292,0.000023962268,0.8426597],"category_scores_gemma":[0.0013381703,0.000040626564,0.000035127574,0.0011651111,0.000025020001,0.00007704296,0.00006198597,0.00009569523,0.000022747565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000055761493,0.00015224646,0.0009255339,0.00009072049,0.000007015225,0.0000012293739,0.60923916,7.9179364e-7,0.000002405318,0.00002291543,0.3868243,0.0027281046],"study_design_scores_gemma":[0.00010950005,0.000032816133,0.41442457,0.0023372157,0.0000011222963,5.3416063e-8,0.57372427,0.000030799114,3.8311902e-7,0.000064139764,0.009231796,0.00004332454],"about_ca_topic_score_codex":0.25408918,"about_ca_topic_score_gemma":0.97021466,"teacher_disagreement_score":0.84263694,"about_ca_system_score_codex":0.000115494244,"about_ca_system_score_gemma":0.00027330703,"threshold_uncertainty_score":0.7508779},"labels":[],"label_agreement":null},{"id":"W6940084195","doi":"10.7910/dvn/1y3lc","title":"NOAA Antarctic 2007-2009, Bransfield Strait and Scotia Sea Hydrophone Data, Mooring CW","year":2015,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mooring; Hydrophone; Nova scotia; Submarine pipeline; Ocean tide","score_opus":0.2860459492342588,"score_gpt":0.40064150770860074,"score_spread":0.11459555847434194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6940084195","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023496455,0.000039594914,0.000014051395,0.000118984186,0.0010598815,0.00036330006,0.9956149,0.00007034372,0.0024840208],"genre_scores_gemma":[0.00020182032,0.02947411,0.00016275246,0.00052784284,0.0008706998,0.000007635683,0.96834993,0.000020864223,0.00038432158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763596,0.00035723217,0.00034172562,0.0006066281,0.0006235248,0.00043494513],"domain_scores_gemma":[0.99664277,0.00017040985,0.00018721333,0.0025099022,0.00012153478,0.00036816252],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014172845,0.00028361392,0.00035672655,0.00016546148,0.00049456017,0.00033907816,0.0017992287,0.00040429417,0.046383657],"category_scores_gemma":[0.00044662962,0.00031217147,0.000047477497,0.0002354658,0.0004029171,0.00093910773,0.0011399471,0.00059244287,0.041331746],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024363873,0.00006215807,0.000078748286,0.00009514992,0.000028716073,0.000014546373,0.0010127682,0.0000010726861,0.000008575906,0.000008079365,0.997751,0.0009148356],"study_design_scores_gemma":[0.00036092254,0.000027066164,0.00010657115,0.00011892871,0.00012181934,0.0000066953576,0.0028138354,0.00005853256,5.925152e-7,0.00003135449,0.9960035,0.0003501811],"about_ca_topic_score_codex":0.063585974,"about_ca_topic_score_gemma":0.105200194,"teacher_disagreement_score":0.041614216,"about_ca_system_score_codex":0.0001398152,"about_ca_system_score_gemma":0.00029922207,"threshold_uncertainty_score":0.99993306},"labels":[],"label_agreement":null},{"id":"W6944038992","doi":"10.17613/m1zky-dw821","title":"Mediating Climate, Mediating Scale","year":2019,"lang":"en","type":"article","venue":"Knowledge Commons (Lakehead University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trent University","funders":"","keywords":"Negotiation; Scientific consensus; Politics; Climate change; Scalar (mathematics); Rendering (computer graphics); Perception; Scale (ratio)","score_opus":0.18109593103430688,"score_gpt":0.35875811045471107,"score_spread":0.1776621794204042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944038992","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4560049,0.00009612578,0.000018859693,0.000746292,0.0003759415,0.00017283057,0.000017750552,0.00017361397,0.5423937],"genre_scores_gemma":[0.99174076,0.00013102821,0.000074155214,0.000012343526,0.0001973633,0.0000014725744,0.000085095824,0.000016201264,0.0077416026],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984266,0.00051076675,0.00017476337,0.00024448367,0.00021184016,0.0004315264],"domain_scores_gemma":[0.9985425,0.00050065096,0.00011819755,0.00044189746,0.00019518494,0.00020156393],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006663275,0.00013202704,0.00020314266,0.0002948542,0.001095557,0.00006905499,0.00066864747,0.00016269609,0.0013774409],"category_scores_gemma":[0.00012010462,0.00016045566,0.00010354852,0.0009444651,0.00020926294,0.0003926747,0.0003264072,0.00026679918,0.0016651964],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035260564,0.00027529072,0.7883778,0.000085745276,0.000022579063,0.0000052809414,0.10912198,0.000007290991,0.0015622108,0.06271464,0.0015992296,0.03619266],"study_design_scores_gemma":[0.0007315104,0.00003798868,0.049531464,0.000090453075,0.000027999291,9.0100434e-7,0.030479714,0.00019141576,0.000045061824,0.00009633249,0.91842365,0.00034353693],"about_ca_topic_score_codex":0.0003356519,"about_ca_topic_score_gemma":0.28299257,"teacher_disagreement_score":0.9168244,"about_ca_system_score_codex":0.00034336763,"about_ca_system_score_gemma":0.00013754774,"threshold_uncertainty_score":0.99953544},"labels":[],"label_agreement":null},{"id":"W6944177632","doi":"10.17863/cam.116018","title":"Trust in scientists and their role in society across 68 countries.","year":2025,"lang":"en","type":"article","venue":"Apollo (University of Cambridge)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Research Institute of Science and Technology for Society; Economic and Social Research Council; John Templeton Foundation; Sloan School of Management, Massachusetts Institute of Technology; Austrian Science Fund; Lembaga Pengelola Dana Pendidikan; Genome Alberta; NOMIS Stiftung; Universität Zürich; Universität Hamburg; National Science and Technology Council; Uniwersytet Łódzki; Centre for Marine Socioecology; Eidgenössische Technische Hochschule Zürich; Uniwersytet Warszawski; Aston University; Aarhus Universitets Forskningsfond; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; Bundesamt für Energie; University of Warwick; Massachusetts Institute of Technology; Fédération Wallonie-Bruxelles; Government of Alberta; National Research University Higher School of Economics; United States Agency for International Development; Universität Wien; University of Bern; Turun Yliopisto; Victoria University of Wellington; Aarhus Universitet; City University of Hong Kong; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation; Uniwersytet Śląski w Katowicach; Resnick Sustainability Institute for Science, Energy and Sustainability, California Institute of Technology; University of Tasmania; Genome Canada; Deutsche Forschungsgemeinschaft; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Harvard University; Carleton College; Victoria University; Univerzita Karlova v Praze; Vetenskapsrådet; Trinity Western University; National Science Foundation; Agence Nationale de la Recherche; Université Catholique de Louvain; Harvey Mudd College","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Demotion; Pretext; Articular cartilage damage","score_opus":0.08322425832976366,"score_gpt":0.35244577408979233,"score_spread":0.2692215157600287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944177632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9653336,0.0002931281,0.000046932197,0.003764148,0.000057184363,0.00010564832,0.00003078324,0.0000147647925,0.030353848],"genre_scores_gemma":[0.99194115,0.0035560695,0.00005690323,0.00014382206,0.000006356775,2.1407423e-7,0.000008701569,0.00000156225,0.004285213],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9994964,0.000075694115,0.000066197674,0.00011925981,0.00008754223,0.00015488725],"domain_scores_gemma":[0.9996895,0.00006493854,0.000039513357,0.0001302424,0.00004422931,0.000031571664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005647313,0.00004654327,0.00011020155,0.00007106468,0.00036491867,0.000026657546,0.00022161464,0.00007327906,0.00008246023],"category_scores_gemma":[0.000018284518,0.00005825211,0.00004108976,0.0004751574,0.00054628967,0.00019106687,0.00013397845,0.00008207093,0.000007383699],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007703905,0.000158599,0.43500605,0.000080598526,0.00001990561,0.0000027183653,0.47829077,0.0000056691692,0.0011234224,0.038179513,0.005983197,0.041072518],"study_design_scores_gemma":[0.00068303663,0.000006447906,0.51868176,0.00005814935,0.0000029942653,1.6595368e-7,0.29290003,0.0005019548,0.000018091583,0.00013586466,0.18693165,0.000079820624],"about_ca_topic_score_codex":0.020248663,"about_ca_topic_score_gemma":0.06731942,"teacher_disagreement_score":0.18539073,"about_ca_system_score_codex":0.00014535607,"about_ca_system_score_gemma":0.00008471315,"threshold_uncertainty_score":0.9862756},"labels":[],"label_agreement":null},{"id":"W6944719566","doi":"10.20381/ruor-30752","title":"Whose Job is it Anyways? A Study of Attitudes and Perspectives among Canadian Science Communicators with a Comparison to Global Practices","year":2024,"lang":"en","type":"dissertation","venue":"University of Ottawa - Library","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Science communication; Outreach; Diversity (politics); Indigenous; Technical communication; Inclusion (mineral); Training (meteorology); Science education","score_opus":0.2034346274308644,"score_gpt":0.41445861773999104,"score_spread":0.21102399030912664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6944719566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86847365,0.00048212157,1.6769496e-7,0.0023311214,0.000052993055,0.00041118104,0.00008132313,0.000031110285,0.12813634],"genre_scores_gemma":[0.9963047,0.0011505348,0.000262977,0.000040107207,0.000013197389,7.678775e-7,0.00005208858,0.000008767477,0.0021668838],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987977,0.00019348967,0.00014681343,0.0002973901,0.00038473506,0.00017986669],"domain_scores_gemma":[0.99874675,0.000081398364,0.00035307847,0.00039489233,0.0001629959,0.00026090123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026481628,0.00013183178,0.00026240342,0.00042260805,0.0007946246,0.00014884549,0.000987571,0.00011438064,0.00047519171],"category_scores_gemma":[0.000055076147,0.00014625253,0.000037903887,0.0010568216,0.0007883606,0.0010782419,0.00018261236,0.00021335052,0.00000856379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052766194,0.00017680919,0.4332964,0.000077809476,0.0000497563,0.0000034884372,0.5607865,0.0000012178234,0.0000061387464,0.0020101115,0.0030976245,0.00044141375],"study_design_scores_gemma":[0.000108225206,0.00013163094,0.39195958,0.00020458763,0.000055050426,1.6165315e-7,0.597171,0.000011056862,0.0000026387156,0.000012157947,0.010241453,0.000102448415],"about_ca_topic_score_codex":0.5078473,"about_ca_topic_score_gemma":0.9621753,"teacher_disagreement_score":0.454328,"about_ca_system_score_codex":0.00019334236,"about_ca_system_score_gemma":0.00095603865,"threshold_uncertainty_score":0.61116904},"labels":[],"label_agreement":null},{"id":"W6945309008","doi":"10.25384/sage.25283495","title":"sj-docx-6-scx-10.1177_10755470241227443 – Supplemental material for Shifting Climate Communication Narratives Toward Actions and Futures in a Rural Area of Appalachia","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Futures contract; Narrative; Rural area; Climate change; Appalachian Region","score_opus":0.40712523740222434,"score_gpt":0.4860633931004218,"score_spread":0.07893815569819745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945309008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90814024,0.023511272,0.0005889563,0.03138603,0.0010351173,0.0014786553,0.02857122,0.00016453017,0.005123957],"genre_scores_gemma":[0.930415,0.06316519,0.0018570342,0.000056768982,0.00026641166,0.0000422186,0.004109972,0.000015822545,0.00007159012],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9985599,0.00037975222,0.00043361483,0.00017786093,0.00020302534,0.00024584212],"domain_scores_gemma":[0.99897534,0.0002484434,0.00016234821,0.00048326983,0.000060556373,0.00007001789],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002072819,0.000111687834,0.00019006706,0.00017233948,0.0006413687,0.0004316697,0.00063916243,0.00008174817,0.012744168],"category_scores_gemma":[0.00011957069,0.00010618794,0.00004738455,0.00023491262,0.00018500128,0.0010058422,0.0004275716,0.00019385622,0.000005877618],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040736957,0.00040262484,0.012576317,0.0005969269,0.00018657224,0.000004781178,0.4663666,0.000006452887,0.035466157,0.0039943,0.02609557,0.4538963],"study_design_scores_gemma":[0.0014161404,0.00012672637,0.023150532,0.0029752988,0.00010848555,0.000019427092,0.76164675,0.0025723742,0.0002845984,0.004434826,0.2027616,0.0005032313],"about_ca_topic_score_codex":0.0007966808,"about_ca_topic_score_gemma":0.01584067,"teacher_disagreement_score":0.4533931,"about_ca_system_score_codex":0.00007824341,"about_ca_system_score_gemma":0.00006471682,"threshold_uncertainty_score":0.98815835},"labels":[],"label_agreement":null},{"id":"W6945574089","doi":"10.25384/sage.25283486","title":"sj-docx-3-scx-10.1177_10755470241227443 – Supplemental material for Shifting Climate Communication Narratives Toward Actions and Futures in a Rural Area of Appalachia","year":2024,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appalachia; Futures contract; Narrative; Rural area; Climate change; Appalachian Region","score_opus":0.40712523740222434,"score_gpt":0.4860633931004218,"score_spread":0.07893815569819745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6945574089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.905869,0.023783052,0.0005937521,0.031930134,0.001041383,0.0015060913,0.029714216,0.00016823615,0.005394139],"genre_scores_gemma":[0.9302476,0.06330955,0.0018280412,0.000056750887,0.0002597382,0.000042148768,0.0041682506,0.00001581392,0.000072113835],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855906,0.00037984044,0.00043398162,0.00017792355,0.00020320594,0.00024601293],"domain_scores_gemma":[0.998973,0.00025036462,0.00016250258,0.00048334117,0.000060726077,0.00007005533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020736821,0.000111742134,0.00019021926,0.00017261799,0.00064283336,0.0004323089,0.00063974224,0.00008177892,0.013068889],"category_scores_gemma":[0.00011885693,0.00010623613,0.00004744278,0.00023534142,0.00018516682,0.0010080972,0.00042776208,0.00019390028,0.0000058808378],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041581105,0.00040480372,0.012909717,0.00059972465,0.0001882104,0.0000048356546,0.4720001,0.000006411333,0.03441203,0.0040508686,0.025930792,0.44907668],"study_design_scores_gemma":[0.0014015225,0.00012533211,0.024105005,0.0029462574,0.00010721464,0.000019299214,0.75784343,0.0024494438,0.0002704296,0.0045315833,0.20570323,0.0004972428],"about_ca_topic_score_codex":0.00080547325,"about_ca_topic_score_gemma":0.015884396,"teacher_disagreement_score":0.44857946,"about_ca_system_score_codex":0.00007829477,"about_ca_system_score_gemma":0.00006491521,"threshold_uncertainty_score":0.9878333},"labels":[],"label_agreement":null},{"id":"W6967734406","doi":"10.5281/zenodo.14331421","title":"FRONTIERS Stakeholder Analysis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"European Commission","keywords":"Deliverable; European union; Stakeholder; Stakeholder engagement; Journalism; Identification (biology); Key (lock)","score_opus":0.5156726706542895,"score_gpt":0.39943724007693265,"score_spread":0.1162354305773568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6967734406","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052365184,0.00007671654,0.0029586512,0.009367329,0.0002307139,0.00041457286,0.00022076898,0.0029780446,0.931388],"genre_scores_gemma":[0.9788769,0.0032661746,0.00020702631,0.00029627117,0.00022412471,7.097102e-8,0.005600034,0.00053979113,0.010989595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985567,0.0005148985,0.00013169156,0.00019885949,0.0003278599,0.00027000692],"domain_scores_gemma":[0.999139,0.000021754864,0.000053233813,0.00035393564,0.00029885717,0.00013318892],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011879267,0.000060322367,0.00009347501,0.00045528985,0.003951335,0.00057957275,0.0007345709,0.000051380754,0.031635296],"category_scores_gemma":[0.00042269428,0.00006866888,0.00006384468,0.0026216593,0.00019142243,0.00018510564,0.00039175662,0.00011950824,0.01185539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018245515,0.00006212899,0.00010025825,0.0000125313545,0.00012900135,0.0000030488325,0.036671545,0.00009062979,0.00039442565,0.009676531,0.7586749,0.19416672],"study_design_scores_gemma":[0.0001072189,0.000015708432,0.003814499,0.0000031321704,0.000030905256,5.9111017e-7,0.011106166,0.00037302118,0.000004401369,0.00018763373,0.98427486,0.000081866405],"about_ca_topic_score_codex":0.00013233663,"about_ca_topic_score_gemma":0.000019002913,"teacher_disagreement_score":0.9265117,"about_ca_system_score_codex":0.00014208304,"about_ca_system_score_gemma":0.0000026726846,"threshold_uncertainty_score":0.9973454},"labels":[],"label_agreement":null},{"id":"W6968068174","doi":"10.5281/zenodo.12224840","title":"Katzung pharmacology mcqs pdf","year":2024,"lang":"de","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Clinical pharmacology; Safety pharmacology; Pharmacy; Systems pharmacology; Molecular Pharmacology; Resource (disambiguation); Pharmacokinetics; Pharmacodynamics","score_opus":0.2739069345986201,"score_gpt":0.4004120836030197,"score_spread":0.12650514900439963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968068174","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001264392,0.0020553016,0.00010473461,0.006583901,0.001638389,0.0007844223,0.00043491882,0.0010856364,0.98718625],"genre_scores_gemma":[0.0055853906,0.02879051,0.00007544903,0.0008459883,0.0031970926,1.936072e-7,0.0062257773,0.0066541205,0.9486255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606025,0.0015857912,0.00040963021,0.00072675763,0.0005810027,0.0006365532],"domain_scores_gemma":[0.99824274,0.000050116727,0.0002391699,0.00066431455,0.000467149,0.0003365427],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014238926,0.0003142482,0.000314652,0.0005431023,0.003349351,0.0015743165,0.002166906,0.0003873483,0.82379067],"category_scores_gemma":[0.00030011652,0.00035627923,0.00016067804,0.0010254637,0.00072419294,0.00016984147,0.002005862,0.00086125045,0.77118874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026016449,0.00013234357,2.5329783e-7,0.00019374209,0.000117719406,0.000012316657,0.01207557,0.0000020338732,0.00087457366,0.0024522499,0.9343268,0.049786374],"study_design_scores_gemma":[0.0003220628,0.0001137953,0.000012973838,0.00017652736,0.00012329835,0.000019337229,0.003534342,0.00009237798,0.000014180353,0.000312927,0.99491924,0.00035891723],"about_ca_topic_score_codex":0.00012224088,"about_ca_topic_score_gemma":0.000014358926,"teacher_disagreement_score":0.060592454,"about_ca_system_score_codex":0.000524573,"about_ca_system_score_gemma":0.000011860643,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W6968136893","doi":"10.5281/zenodo.14056179","title":"FRONTIERS Stakeholder Analysis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"European Commission","keywords":"Deliverable; Stakeholder engagement; Stakeholder; Journalism; Key (lock); Identification (biology)","score_opus":0.5156726706542895,"score_gpt":0.39943724007693265,"score_spread":0.1162354305773568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968136893","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052365184,0.00007671654,0.0029586512,0.009367329,0.0002307139,0.00041457286,0.00022076898,0.0029780446,0.931388],"genre_scores_gemma":[0.9788769,0.0032661746,0.00020702631,0.00029627117,0.00022412471,7.097102e-8,0.005600034,0.00053979113,0.010989595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985567,0.0005148985,0.00013169156,0.00019885949,0.0003278599,0.00027000692],"domain_scores_gemma":[0.999139,0.000021754864,0.000053233813,0.00035393564,0.00029885717,0.00013318892],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011879267,0.000060322367,0.00009347501,0.00045528985,0.003951335,0.00057957275,0.0007345709,0.000051380754,0.031635296],"category_scores_gemma":[0.00042269428,0.00006866888,0.00006384468,0.0026216593,0.00019142243,0.00018510564,0.00039175662,0.00011950824,0.01185539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018245515,0.00006212899,0.00010025825,0.0000125313545,0.00012900135,0.0000030488325,0.036671545,0.00009062979,0.00039442565,0.009676531,0.7586749,0.19416672],"study_design_scores_gemma":[0.0001072189,0.000015708432,0.003814499,0.0000031321704,0.000030905256,5.9111017e-7,0.011106166,0.00037302118,0.000004401369,0.00018763373,0.98427486,0.000081866405],"about_ca_topic_score_codex":0.00013233663,"about_ca_topic_score_gemma":0.000019002913,"teacher_disagreement_score":0.9265117,"about_ca_system_score_codex":0.00014208304,"about_ca_system_score_gemma":0.0000026726846,"threshold_uncertainty_score":0.9973454},"labels":[],"label_agreement":null},{"id":"W6968905826","doi":"10.5281/zenodo.14056178","title":"FRONTIERS Stakeholder Analysis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"European Commission","keywords":"Deliverable; European union; Stakeholder; Stakeholder engagement; Journalism; Identification (biology); Key (lock)","score_opus":0.5156726706542895,"score_gpt":0.39943724007693265,"score_spread":0.1162354305773568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968905826","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052365184,0.00007671654,0.0029586512,0.009367329,0.0002307139,0.00041457286,0.00022076898,0.0029780446,0.931388],"genre_scores_gemma":[0.9788769,0.0032661746,0.00020702631,0.00029627117,0.00022412471,7.097102e-8,0.005600034,0.00053979113,0.010989595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985567,0.0005148985,0.00013169156,0.00019885949,0.0003278599,0.00027000692],"domain_scores_gemma":[0.999139,0.000021754864,0.000053233813,0.00035393564,0.00029885717,0.00013318892],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011879267,0.000060322367,0.00009347501,0.00045528985,0.003951335,0.00057957275,0.0007345709,0.000051380754,0.031635296],"category_scores_gemma":[0.00042269428,0.00006866888,0.00006384468,0.0026216593,0.00019142243,0.00018510564,0.00039175662,0.00011950824,0.01185539],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018245515,0.00006212899,0.00010025825,0.0000125313545,0.00012900135,0.0000030488325,0.036671545,0.00009062979,0.00039442565,0.009676531,0.7586749,0.19416672],"study_design_scores_gemma":[0.0001072189,0.000015708432,0.003814499,0.0000031321704,0.000030905256,5.9111017e-7,0.011106166,0.00037302118,0.000004401369,0.00018763373,0.98427486,0.000081866405],"about_ca_topic_score_codex":0.00013233663,"about_ca_topic_score_gemma":0.000019002913,"teacher_disagreement_score":0.9265117,"about_ca_system_score_codex":0.00014208304,"about_ca_system_score_gemma":0.0000026726846,"threshold_uncertainty_score":0.9973454},"labels":[],"label_agreement":null},{"id":"W6969263491","doi":"10.5281/zenodo.8320444","title":"Building Community: Vocabularies and Rituals Used to Define and Process Climate Grief by Politically Active Youth in Mi'kma'ki","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Grief; Debriefing; Focus group; Politics; Poetry; Climate change; Process (computing)","score_opus":0.32764785772352956,"score_gpt":0.40990435188662816,"score_spread":0.0822564941630986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969263491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97039735,0.000034368757,0.00006917687,0.005461118,0.000021160226,0.0003396211,0.00033814163,0.00040649108,0.02293254],"genre_scores_gemma":[0.99786484,0.0007627983,0.000063451625,0.00027002802,0.000029505638,1.6515983e-7,0.00071680825,0.00021269983,0.00007969525],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982619,0.00081449223,0.00016040057,0.00018587967,0.0002313906,0.00034591233],"domain_scores_gemma":[0.9992354,0.000109166205,0.000043611766,0.00021517849,0.00021119454,0.00018546284],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014580048,0.00008444325,0.00011597408,0.00021425236,0.0031633945,0.00061367656,0.0004392892,0.00006125528,0.00077671383],"category_scores_gemma":[0.0012643914,0.000096718824,0.000012427055,0.0007305298,0.0003177839,0.00024801996,0.0008705318,0.00024699417,0.00036557118],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024350671,0.00032070154,0.0005845243,0.0002615272,0.000033268716,0.0000052038995,0.80924773,0.0000098439405,0.0076353555,0.053120073,0.015287062,0.113251224],"study_design_scores_gemma":[0.0014460918,0.00038252762,0.020222135,0.00022296769,0.000032247186,0.0000097359025,0.3127061,0.00016300059,0.00040177253,0.0037283583,0.6601309,0.00055415713],"about_ca_topic_score_codex":0.0006052651,"about_ca_topic_score_gemma":0.000179194,"teacher_disagreement_score":0.6448438,"about_ca_system_score_codex":0.000092101225,"about_ca_system_score_gemma":0.0000045784122,"threshold_uncertainty_score":0.9981344},"labels":[],"label_agreement":null},{"id":"W6969666705","doi":"10.5281/zenodo.7104979","title":"Connecting media and scientists — Euroscitizen WG4","year":2022,"lang":"en","type":"article","venue":"Open Repository of the University of Porto (University of Porto)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Action (physics); Scientific literacy; Sustainability; Literacy; Media literacy; Work (physics)","score_opus":0.1807996758402075,"score_gpt":0.3179666982499294,"score_spread":0.1371670224097219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969666705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92565423,0.000044468237,0.000026268324,0.0015416788,0.00028618623,0.00023337195,0.000051593932,0.0000147379005,0.07214745],"genre_scores_gemma":[0.9915321,0.00016134113,0.00052431633,0.000016720149,0.0000094606785,2.3636593e-8,0.000011439516,0.000003881106,0.0077407295],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988252,0.00038233818,0.000113895374,0.00018310497,0.00037771856,0.00011774012],"domain_scores_gemma":[0.9988136,0.00009434835,0.00052086206,0.0003515184,0.00014127692,0.00007836399],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008168395,0.000061670195,0.00019293734,0.00009584661,0.0028091532,0.000015416259,0.0014293112,0.00004384367,0.0014210321],"category_scores_gemma":[0.000037802936,0.00008054452,0.00009997229,0.0003180256,0.0008512705,0.000276105,0.0017641844,0.00012421078,0.0000013800318],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065901096,0.0007715394,0.17351133,0.00019823304,0.00020468881,0.00015818932,0.7342934,0.00012289186,0.042656325,0.02347098,0.014490739,0.0094626555],"study_design_scores_gemma":[0.0012896316,0.00010253678,0.25134224,0.00009825298,0.00016829645,0.000025150708,0.6184201,0.00012893144,0.00026335902,0.0004394122,0.12745436,0.00026767646],"about_ca_topic_score_codex":0.020932758,"about_ca_topic_score_gemma":0.0071810344,"teacher_disagreement_score":0.11587327,"about_ca_system_score_codex":0.00010734879,"about_ca_system_score_gemma":0.00015990146,"threshold_uncertainty_score":0.9994918},"labels":[],"label_agreement":null},{"id":"W6976314163","doi":"10.60692/qewcv-pac07","title":"Limited Progress in Improving Gender and Geographic Representation in Coral Reef Science","year":2021,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coral reef; Representation (politics); Reef; Coral; Coral reef protection; Great barrier reef","score_opus":0.3452439324073168,"score_gpt":0.3785170737353473,"score_spread":0.0332731413280305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976314163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99218273,0.000025337184,0.00012561202,0.00017644149,0.0001420602,0.0002621692,0.000006754942,0.000062812935,0.0070160585],"genre_scores_gemma":[0.99963117,0.000011979444,0.00017365045,0.00007356201,0.000022313012,0.000045412664,0.000021280828,0.000002812165,0.000017824254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987935,0.0001886847,0.00035583912,0.00013984743,0.00031347247,0.00020865978],"domain_scores_gemma":[0.999314,0.000011630475,0.00014498741,0.00023218739,0.00023355936,0.000063621905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011421794,0.0000669943,0.00010403545,0.00050128,0.00028782702,0.00035192998,0.00014069407,0.00007160098,0.000022903036],"category_scores_gemma":[0.00008482087,0.00006870085,0.000019056271,0.001275558,0.00020964064,0.0012903196,0.00008996229,0.0000889656,0.000025966165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007102971,0.0000018496753,0.7662619,0.000045284818,7.6272073e-7,0.0000011089038,0.22984111,0.000002801146,0.0000043266837,0.00059716863,0.0000010329786,0.0032355497],"study_design_scores_gemma":[0.0003573647,0.000004393548,0.8055422,0.000063416875,0.000002096535,0.00000384055,0.19141006,0.0024550925,0.000020876165,0.0000041095886,0.000063196276,0.000073396564],"about_ca_topic_score_codex":0.00020077064,"about_ca_topic_score_gemma":0.00012918864,"teacher_disagreement_score":0.039280258,"about_ca_system_score_codex":0.00017405265,"about_ca_system_score_gemma":0.000100120975,"threshold_uncertainty_score":0.33936688},"labels":[],"label_agreement":null},{"id":"W6976525468","doi":"10.6068/dp14ba896ec7011","title":"Trend 1998 - 2005. Statistics Canada. CANSIM: Culture and Leisure - Trade in Culture Goods and Services | Country: Canada | Table: Employment, salaries and benefits for Canadian and foreign controlled film, video and audio-visual distribution and videocassettes wholesaling companies, by employment characteristics 1997/1998 to 2004/2005 | Variable: Total salaries and benefits, Canadian and foreign controlled companies | Units: $CAD x 1,000, 1998-2005. Data-Planet™ Statistical Ready Reference by Conquest Systems, Inc. Dataset-ID: 075-001-055.","year":2015,"lang":"en","type":"other","venue":"Data Planet","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Census; Official statistics; Goods and services; Summary statistics; Economic statistics; Portrait; Distribution (mathematics); National accounts","score_opus":0.05057554061777918,"score_gpt":0.29005668829163916,"score_spread":0.23948114767385997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976525468","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005475539,0.030252613,0.0000031539178,0.00016843864,0.000115252406,0.0019316827,0.96681964,0.000032505388,0.00012913907],"genre_scores_gemma":[0.0049981256,0.026848283,0.00007871468,0.000585441,0.00013861268,0.00007456234,0.96685314,0.000084487896,0.000338622],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99634546,0.00037574538,0.00077982486,0.0009907673,0.0004949545,0.0010132621],"domain_scores_gemma":[0.996598,0.0007864357,0.00046457507,0.00052193285,0.000056833705,0.00157223],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00085484254,0.0007730249,0.0015276556,0.00014505512,0.0011235944,0.0012930532,0.0003985241,0.0005929979,0.00005809561],"category_scores_gemma":[0.00011354037,0.0007180128,7.7224934e-7,0.00014368226,0.0006253221,0.00045282993,0.00028410758,0.0004816902,2.4890804e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003491225,0.00002545482,0.0019646464,0.00044403144,0.00023405121,0.000021949087,0.00029595708,0.000004068688,0.0000024308004,0.0013750639,0.9949811,0.00030211892],"study_design_scores_gemma":[0.0043400056,0.00014646129,0.0008854608,0.0002063791,0.00052300974,0.00008072615,0.006118398,0.003148468,1.8828457e-8,0.0000037094915,0.98375154,0.0007958194],"about_ca_topic_score_codex":0.9993949,"about_ca_topic_score_gemma":0.99997866,"teacher_disagreement_score":0.011229562,"about_ca_system_score_codex":0.0003614377,"about_ca_system_score_gemma":0.0025603434,"threshold_uncertainty_score":0.9997437},"labels":[],"label_agreement":null},{"id":"W6976918008","doi":"10.60692/pcv75-asp27","title":"A creative approach to participatory mapping on climate change impacts among very young adolescents in Kenya","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McMaster University; United Nations University Institute for Water, Environment, and Health; University of Toronto","funders":"","keywords":"Climate change; Citizen journalism; Sanitation; Context (archaeology); Population; Participatory action research; Participatory GIS; Kenya; Extreme weather","score_opus":0.4997637215059601,"score_gpt":0.37658034053863176,"score_spread":0.12318338096732834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976918008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95602936,0.0000012683614,0.0001056303,0.00011504355,0.00029643712,0.0009708881,0.00006869364,0.00035454123,0.042058147],"genre_scores_gemma":[0.99897254,0.000010543557,0.000017154221,0.00029260607,0.00012249581,0.00045777974,0.000064103144,0.000010732832,0.00005204596],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981641,0.00032700322,0.0004555492,0.00015392296,0.0004099765,0.000489457],"domain_scores_gemma":[0.99918234,0.00001137497,0.00019504524,0.00032128696,0.000101065976,0.00018886827],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014471671,0.00014834187,0.00019999391,0.0006781555,0.0004067834,0.00021075389,0.00024235235,0.00012828542,0.000020542375],"category_scores_gemma":[0.00006782309,0.00014277399,0.000057408914,0.001030559,0.00005262616,0.00086150534,0.00010448353,0.00012630185,0.0021653422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024048697,0.000003965416,0.40897602,0.00012730232,0.0000029006574,5.2437355e-7,0.59027886,0.000025479596,4.0966677e-7,0.000104650324,0.000050688788,0.00040512832],"study_design_scores_gemma":[0.0003038394,0.000013354725,0.7558574,0.00065693347,0.0000034981292,4.022783e-7,0.24188837,0.00097178033,0.0000031986726,4.7730697e-7,0.00017031771,0.00013042559],"about_ca_topic_score_codex":0.0005423777,"about_ca_topic_score_gemma":0.00010718859,"teacher_disagreement_score":0.34839052,"about_ca_system_score_codex":0.00046311456,"about_ca_system_score_gemma":0.000023193808,"threshold_uncertainty_score":0.99861157},"labels":[],"label_agreement":null},{"id":"W6977165175","doi":"10.6084/m9.figshare.c.5837374","title":"Self-reported health and the well-being paradox among community-dwelling older adults: a cross-sectional study using baseline data from the Canadian Longitudinal Study on Aging (CLSA)","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Bivariate analysis; Multimorbidity; Logistic regression; Self-rated health; Confidence interval; Psychological resilience; Population; Baseline (sea); Multilevel model","score_opus":0.5596120638307435,"score_gpt":0.48385779085802827,"score_spread":0.0757542729727152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977165175","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22713079,0.007153026,0.0000061115397,0.004965893,0.0019106021,0.027688755,0.5144185,0.001569054,0.21515727],"genre_scores_gemma":[0.7471922,0.00034608183,0.00003097597,0.0014098678,0.0011680118,0.00039671545,0.24626566,0.00024286119,0.002947618],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99341804,0.0045261565,0.00044873104,0.00049860013,0.00073859486,0.0003699029],"domain_scores_gemma":[0.9958125,0.001457769,0.00057846244,0.0018361455,0.000100665064,0.000214454],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033300067,0.00027107776,0.00032082517,0.0001636369,0.0077617248,0.0007617157,0.001729062,0.0001370729,0.16332841],"category_scores_gemma":[0.00095489324,0.00020873487,0.00005907595,0.00039581265,0.0001047622,0.00013718907,0.0008598002,0.0014238758,0.000085978645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004378874,0.0005319342,0.62588555,0.00007442119,0.00035730802,0.00001723481,0.21936062,0.000026203295,5.1385705e-9,0.00000669605,0.15332256,0.00037366024],"study_design_scores_gemma":[0.0017286185,0.00006919358,0.51953256,0.0014091148,0.000094694915,0.0000033432864,0.20151861,0.0028978414,4.2442463e-9,0.000011099768,0.27232608,0.00040883257],"about_ca_topic_score_codex":0.85553074,"about_ca_topic_score_gemma":0.9852013,"teacher_disagreement_score":0.52006143,"about_ca_system_score_codex":0.00058595603,"about_ca_system_score_gemma":0.0005891671,"threshold_uncertainty_score":0.99353004},"labels":[],"label_agreement":null},{"id":"W6977213110","doi":"10.6084/m9.figshare.28301094.v1","title":"Additional file 2 of Allogeneic DNT cell therapy synergizes with T cells to promote anti-leukemic activities while suppressing GvHD","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto General Hospital; University of Calgary","funders":"","keywords":"Cell therapy; Cell; Immunotherapy; T cell; Antibody therapy; Transplantation; Cell culture; Disease","score_opus":0.2040485229317139,"score_gpt":0.3589716995085854,"score_spread":0.15492317657687146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977213110","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003982875,0.00007002223,3.5096318e-7,0.00017625926,0.000023601682,0.00023827326,0.9303433,0.000050388353,0.06511493],"genre_scores_gemma":[0.09437158,0.00015642992,0.0007142844,0.00046087647,0.00010859498,0.00092961517,0.89317274,0.000018142717,0.010067754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930596,0.00009374826,0.00010921795,0.00014704333,0.00018268787,0.00016135676],"domain_scores_gemma":[0.99898356,0.00055570574,0.00008725155,0.00020872953,0.000115749084,0.000048983442],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000036787693,0.00008796229,0.00011866029,0.000077890036,0.00029197868,0.00006598169,0.0002726747,0.000071257324,0.9880029],"category_scores_gemma":[0.00014825432,0.00007994149,0.000045080596,0.00023550355,0.00003190822,0.00012982357,0.000069465,0.000078883175,0.00044311528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008570584,0.00004211694,0.0000026649427,0.000034983776,0.0000058996634,3.6200564e-7,0.0026869122,0.000013022001,0.002066753,0.000002401752,0.9880323,0.0071040485],"study_design_scores_gemma":[0.00009687093,0.000027290718,0.0013890449,0.0009296369,0.0000021497744,1.3713785e-7,0.0018688058,0.000017161994,0.005753552,0.00000895364,0.9898061,0.00010029362],"about_ca_topic_score_codex":0.000039902603,"about_ca_topic_score_gemma":0.00025150954,"teacher_disagreement_score":0.98755974,"about_ca_system_score_codex":0.000074407704,"about_ca_system_score_gemma":0.00023854351,"threshold_uncertainty_score":0.56954986},"labels":[],"label_agreement":null},{"id":"W6977230258","doi":"10.6084/m9.figshare.16800254.v1","title":"Additional file 1 of The cost-effectiveness of as-needed budesonide-formoterol versus low-dose inhaled corticosteroid maintenance therapy in patients with mild asthma in Canada","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"AstraZeneca (Canada); McMaster University; University of British Columbia","funders":"","keywords":"Asthma; Table (database); Exacerbation; Maintenance therapy; Inhaled corticosteroids; Health care; Asthma exacerbations","score_opus":0.15068619052327614,"score_gpt":0.3274349884038171,"score_spread":0.17674879788054093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977230258","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30933222,0.000010134033,1.2310694e-8,0.000056125034,0.000026560447,0.00039566256,0.68871343,0.0000030431177,0.0014628335],"genre_scores_gemma":[0.74606067,0.000013513747,0.0000074092136,0.00011090872,0.000007181435,0.00041036046,0.2533452,0.000005899059,0.000038825485],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990204,0.00029235255,0.00015938771,0.0001077974,0.00028087638,0.00013918425],"domain_scores_gemma":[0.99823684,0.0011244927,0.00013834547,0.00019901684,0.00026875426,0.00003254088],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000053623233,0.00006803015,0.00012664514,0.000028508175,0.00006189916,0.000010242133,0.00021135854,0.000042362943,0.77697545],"category_scores_gemma":[0.0013268779,0.000054760123,0.000029764962,0.00036482082,0.00002613711,0.00008318221,0.000057076428,0.0001044266,0.000022475047],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002195958,0.00069634756,0.013719641,0.00026465458,0.00004011838,0.000014231223,0.0064748763,0.0000870741,0.00006685788,0.00001835502,0.9490236,0.027398283],"study_design_scores_gemma":[0.0019421774,0.00006000709,0.94852674,0.0032774855,7.499955e-7,2.6072183e-7,0.0022852558,0.000027596838,0.000097623684,0.0000062320755,0.043689538,0.00008632097],"about_ca_topic_score_codex":0.10898015,"about_ca_topic_score_gemma":0.9211585,"teacher_disagreement_score":0.9348071,"about_ca_system_score_codex":0.00045379912,"about_ca_system_score_gemma":0.0009066188,"threshold_uncertainty_score":0.8969532},"labels":[],"label_agreement":null},{"id":"W6977519301","doi":"10.6084/m9.figshare.5120770.v1","title":"Supplementary Material for: A New Strategy for Linkage Analysis under Epistasis Taking into Account Genetic Heterogeneity","year":2009,"lang":"en","type":"dataset","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epistasis; Locus (genetics); Genetic linkage; Linkage (software); Genetic heterogeneity; Locus heterogeneity; Quantitative trait locus; Complete linkage","score_opus":0.4823105904605136,"score_gpt":0.48581132047053927,"score_spread":0.0035007300100256544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977519301","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006442088,0.00014977601,0.000028089411,0.0005135324,0.00011692847,0.0010232391,0.99804,0.000033173696,0.00003079959],"genre_scores_gemma":[0.0003468444,0.000567916,0.00046349785,0.0006769905,0.0012271153,0.0005130014,0.9961356,0.000018592269,0.000050456798],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983746,0.00015482063,0.00038703013,0.00040802112,0.00028903337,0.00038651205],"domain_scores_gemma":[0.9984156,0.00018891595,0.00043440307,0.00063815183,0.00016522332,0.00015770049],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018907,0.00025584752,0.00038117132,0.00022290641,0.00066304207,0.00045954264,0.00083556393,0.00039974134,0.465132],"category_scores_gemma":[0.00021822272,0.00028257724,0.00038585058,0.00032304053,0.000017633283,0.00010010877,0.00013278465,0.00013182966,0.00010153112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020819192,0.00003200929,0.0000025634474,0.00017370921,0.00014059142,5.119722e-7,0.0003477779,0.00004212836,0.000002860556,0.0000020162763,0.99331164,0.005923351],"study_design_scores_gemma":[0.00023325537,0.00005840558,0.0003791484,0.00016678004,0.00045749106,2.1348666e-7,0.00049889425,0.00003578387,0.000008790213,0.00019918452,0.99765193,0.00031013045],"about_ca_topic_score_codex":0.009300982,"about_ca_topic_score_gemma":0.27985236,"teacher_disagreement_score":0.46503046,"about_ca_system_score_codex":0.00036924056,"about_ca_system_score_gemma":0.00027079383,"threshold_uncertainty_score":0.9999626},"labels":[],"label_agreement":null},{"id":"W6977702533","doi":"10.6084/m9.figshare.c.5535634.v1","title":"Exploring the effects of telehealth on medical human resources supply: a qualitative case study in remote regions","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Workforce; Telemedicine; Delphi method; Work (physics); Rural area; Qualitative research; Human resources; Perception","score_opus":0.7384770250552332,"score_gpt":0.549299577720358,"score_spread":0.18917744733487518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977702533","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091239564,0.0033987323,2.640123e-7,0.006238372,0.0005211759,0.0057574105,0.02663675,0.00034185805,0.8658659],"genre_scores_gemma":[0.7102505,0.010715687,0.000049587765,0.0015529545,0.0030493222,0.002862247,0.06543371,0.0007210894,0.2053649],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645066,0.0024773555,0.00020726294,0.00020248709,0.0004925542,0.00016968716],"domain_scores_gemma":[0.99750274,0.0017140249,0.00019340719,0.00045602996,0.000046517194,0.00008729302],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053969276,0.000119440985,0.000237941,0.00016535247,0.0002950111,0.000027214122,0.00039259356,0.00014069684,0.11662664],"category_scores_gemma":[0.003463948,0.000095632175,0.000060171635,0.00036397093,0.000051483144,0.000024329785,0.00012996499,0.00039712482,0.00006373214],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031165873,0.00016653362,0.000018163018,0.00042001315,0.000016366112,0.0003303901,0.6947803,5.7749983e-8,4.8186723e-7,0.00006615939,0.29755288,0.006645537],"study_design_scores_gemma":[0.00028265966,0.000112603855,0.000550343,0.013260795,0.0000074732516,0.000006380651,0.4271425,0.0000016752691,5.0444277e-7,0.000018925017,0.558485,0.00013116385],"about_ca_topic_score_codex":0.035688903,"about_ca_topic_score_gemma":0.42824095,"teacher_disagreement_score":0.660501,"about_ca_system_score_codex":0.00009763124,"about_ca_system_score_gemma":0.00010763762,"threshold_uncertainty_score":0.9707325},"labels":[],"label_agreement":null},{"id":"W6980492461","doi":"","title":"The changing importance of the environment in Quebec public opinion","year":2023,"lang":"en","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Politics; Public opinion; Meaning (existential); Focus (optics); Key (lock); Political communication","score_opus":0.10678836805519233,"score_gpt":0.2974600126206584,"score_spread":0.1906716445654661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980492461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960513,0.0020029491,0.00031051904,0.006562468,0.00048954634,0.00038333875,0.000008646822,0.000024290495,0.029705249],"genre_scores_gemma":[0.99110395,0.0063517657,0.000043277298,0.000010872697,0.000024832774,7.7969634e-7,0.0000049151263,0.000002601289,0.0024570124],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991404,0.00020418961,0.00015083449,0.00009217347,0.0002657418,0.00014666308],"domain_scores_gemma":[0.99942267,0.00009840677,0.00010379672,0.00030029708,0.00004785009,0.000026998461],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005722164,0.000057784506,0.00009147492,0.00007825569,0.0010386547,0.000010585331,0.0008259675,0.00005777159,0.00005191505],"category_scores_gemma":[0.00007133868,0.000041112704,0.0001172617,0.0005361092,0.0010337974,0.00013069191,0.00037899273,0.00009390583,0.000016481992],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009154618,0.00053778716,0.2968758,0.00087626535,0.00010641717,0.0000012552621,0.34218428,0.006582818,0.020284358,0.29270634,0.00276039,0.036992725],"study_design_scores_gemma":[0.00045811135,0.000015409685,0.70110035,0.0009926879,0.000020691055,6.119159e-7,0.022593059,0.0034468162,0.0011056385,0.00075491244,0.26937714,0.0001345951],"about_ca_topic_score_codex":0.009168983,"about_ca_topic_score_gemma":0.42774174,"teacher_disagreement_score":0.41857275,"about_ca_system_score_codex":0.00065778603,"about_ca_system_score_gemma":0.00012352609,"threshold_uncertainty_score":0.9974291},"labels":[],"label_agreement":null},{"id":"W6981177739","doi":"","title":"Directed Organ Donation After Euthanasia.","year":2023,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Organ donation; Donation; Coercion (linguistics); Tissue Donation; Informed consent","score_opus":0.32634458181659876,"score_gpt":0.4219360287809158,"score_spread":0.09559144696431704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981177739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720995,0.0002717968,0.00013910519,0.0029782492,0.00031286062,0.00021758639,0.00028273475,0.000815969,0.022882216],"genre_scores_gemma":[0.9831154,0.010586195,0.00026126188,0.0003289636,0.00041727535,0.000020678357,0.0045266603,0.000018060651,0.0007255228],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99877036,0.0003317421,0.00014786035,0.0002766596,0.00020414093,0.00026924547],"domain_scores_gemma":[0.9989845,0.00022841574,0.000058612146,0.0005918313,0.000030448044,0.000106190644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008018132,0.000097559634,0.00010377121,0.000093434,0.0006573826,0.0001546852,0.0007132493,0.00005565317,0.00017628848],"category_scores_gemma":[0.000024673102,0.00009389767,0.00001769149,0.000575238,0.00010725045,0.00034029377,0.00051611563,0.00011380286,0.00011835953],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001542304,0.00011421471,0.16521262,0.00027590696,0.00007941968,0.000015183552,0.49840352,0.00007320346,0.0012893205,0.0016460265,0.0060632476,0.3266731],"study_design_scores_gemma":[0.00028291345,0.00001674234,0.67380136,0.00025101018,0.0000406472,0.000001822205,0.027228108,0.078686364,0.000004797345,0.0014260605,0.21791205,0.000348133],"about_ca_topic_score_codex":0.002423912,"about_ca_topic_score_gemma":0.061320897,"teacher_disagreement_score":0.50858873,"about_ca_system_score_codex":0.000021654827,"about_ca_system_score_gemma":0.0000178266,"threshold_uncertainty_score":0.95580757},"labels":[],"label_agreement":null},{"id":"W6981980978","doi":"","title":"Frozen-Ground Cartoons: An international collaboration between artists and permafrost scientists","year":2017,"lang":"en","type":"other","venue":"Helmholtz-Zentrum für Polar-und Meeresforschung (Alfred-Wegener-Institut)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Comics; Outreach; The arts; Work (physics); Climate change; Exhibition; Public engagement; Comic strip; Climate science","score_opus":0.16941035273824848,"score_gpt":0.4412010921210303,"score_spread":0.27179073938278187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981980978","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039053623,0.010195537,0.00032822904,0.0053609246,0.011249006,0.003071443,0.04780954,0.0010202524,0.88191146],"genre_scores_gemma":[0.26930013,0.05332829,0.0024466487,0.001018387,0.014159126,0.0003736008,0.066572815,0.0010238471,0.59177715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994372,0.00069939304,0.000815415,0.0013502715,0.0016198196,0.0011430805],"domain_scores_gemma":[0.9954413,0.00010932184,0.0010606054,0.0019690646,0.00045743462,0.0009622712],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014364491,0.00085149327,0.00090529746,0.00089648995,0.0031956455,0.0026084757,0.0022035975,0.0011979059,0.0030379186],"category_scores_gemma":[0.00054686976,0.00093697436,0.0002441724,0.00050978066,0.0018371278,0.0019813466,0.00055772206,0.0007209023,0.0004644774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017276709,0.00069661986,0.11056773,0.0004497087,0.00093998417,0.0001023444,0.020246018,0.0000136864755,0.002458957,0.05672425,0.75789464,0.049733285],"study_design_scores_gemma":[0.0011483048,0.00008032819,0.011912532,0.00053116016,0.00023508452,0.0000119393435,0.0014395801,0.00007419141,0.000066420944,0.00020024503,0.9832646,0.0010356158],"about_ca_topic_score_codex":0.038061514,"about_ca_topic_score_gemma":0.4645679,"teacher_disagreement_score":0.4265064,"about_ca_system_score_codex":0.00091009756,"about_ca_system_score_gemma":0.0010465316,"threshold_uncertainty_score":0.9993081},"labels":[],"label_agreement":null},{"id":"W6982750127","doi":"","title":"Klimatförändringar. Hur klimat kommuniceras i svenska och nordamerikanska nyhetsmedier","year":2019,"lang":"en","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Climate change; News media; Critical discourse analysis; Content analysis; Subject (documents); Tone (literature); Print media","score_opus":0.17518167498270457,"score_gpt":0.3938791940919109,"score_spread":0.21869751910920635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982750127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6312568,0.0009064566,0.00079911837,0.060095973,0.0020510068,0.0019779517,0.00076272857,0.0017059327,0.300444],"genre_scores_gemma":[0.97005755,0.0058329143,0.011013737,0.0010855667,0.00021220717,0.00027887145,0.0041770386,0.00006134011,0.0072808024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972883,0.00015958205,0.0007324227,0.00057534716,0.0006304613,0.0006138811],"domain_scores_gemma":[0.9956819,0.00009458558,0.00056761905,0.0026231518,0.0008344194,0.0001983222],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011823828,0.00029522023,0.00044095126,0.00088796206,0.00072362355,0.00014236597,0.0022291774,0.00044459337,0.0038251686],"category_scores_gemma":[0.0010410849,0.0003175499,0.00014069864,0.0017169308,0.0012121629,0.0012949499,0.00094360893,0.00064350537,0.0011440181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017268938,0.0020165502,0.0944887,0.0005553735,0.0002558387,0.000008196753,0.009711412,0.00010418158,0.013285853,0.64293975,0.07013087,0.16633059],"study_design_scores_gemma":[0.00067365577,0.00005847076,0.0029195827,0.00014485343,0.000036228284,0.000003577788,0.0041027307,0.00053447695,0.00049931335,0.00029756833,0.9903342,0.00039531698],"about_ca_topic_score_codex":0.0017575932,"about_ca_topic_score_gemma":0.0020654614,"teacher_disagreement_score":0.9202033,"about_ca_system_score_codex":0.0002662718,"about_ca_system_score_gemma":0.000285149,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W6989732353","doi":"","title":"Cadrage de l’enjeu des changements climatiques par les partis politiques au Canada : le cas de l’élection fédérale de 2019","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Late 19th century; Context (archaeology); Independent state","score_opus":0.0784236298356418,"score_gpt":0.2963624983167146,"score_spread":0.21793886848107277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989732353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9429,0.004875469,0.00016567207,0.0021744696,0.0008561805,0.0003936164,0.00021215293,0.00020290515,0.048219547],"genre_scores_gemma":[0.94223386,0.024478793,0.00060299557,0.00023141487,0.00050871144,0.0000905477,0.0010741302,0.00004963665,0.030729916],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99665403,0.0009092658,0.0004256041,0.00046413878,0.0005749277,0.00097205746],"domain_scores_gemma":[0.99805886,0.00024348333,0.00043604523,0.00034892792,0.00039601847,0.0005166615],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007241136,0.00039692706,0.0003593288,0.00025068253,0.0154150175,0.00011197788,0.00054801157,0.00056966103,0.00016048888],"category_scores_gemma":[0.0001806995,0.0005278102,0.00023038674,0.0005279298,0.00059318857,0.0004942019,0.00015607082,0.0004713255,0.000038462236],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003303736,0.0003098638,0.2171202,0.00056336675,0.00033741572,0.0005317359,0.72323996,0.0008953597,0.011435597,0.03203038,0.0040428597,0.009162902],"study_design_scores_gemma":[0.000484473,0.000085525244,0.60332215,0.00059826893,0.00025613178,0.00013945233,0.3564142,0.0012834505,0.0041894945,0.001975528,0.03057767,0.0006736926],"about_ca_topic_score_codex":0.99745667,"about_ca_topic_score_gemma":0.998333,"teacher_disagreement_score":0.38620192,"about_ca_system_score_codex":0.038032595,"about_ca_system_score_gemma":0.009103702,"threshold_uncertainty_score":0.99971735},"labels":[],"label_agreement":null},{"id":"W6989821263","doi":"","title":"Canadian newspaper coverage of the Human Genome Project","year":2002,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bibliographical Society of Canada","funders":"","keywords":"Newspaper; Prestige; Quality (philosophy); Media coverage; Human health","score_opus":0.16212493517276705,"score_gpt":0.3230421077050992,"score_spread":0.16091717253233218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989821263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63859266,0.00008974757,6.5483107e-7,0.0014516015,0.00017485932,0.0003366394,0.00007067017,0.000015417127,0.35926774],"genre_scores_gemma":[0.94570714,0.004324707,0.000029415787,0.00005318934,0.00007166253,5.7761906e-7,0.000391863,0.000015424972,0.049406018],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991491,0.00019204225,0.00007935084,0.00013421774,0.00027591616,0.00016938135],"domain_scores_gemma":[0.99914896,0.000024793919,0.00024265073,0.000357337,0.00015890977,0.00006736595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017233602,0.000096698495,0.00017177177,0.00018385137,0.0009485075,0.00001829068,0.00072228553,0.00023025903,0.00057514873],"category_scores_gemma":[0.000020531616,0.000111112204,0.00013869489,0.00029587868,0.00014459589,0.00009935737,0.000042088446,0.00018945936,0.00003598286],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120390134,0.000564756,0.1568887,0.001202646,0.0004062518,0.000022420378,0.72592634,0.00004053288,0.010422224,0.021461181,0.060429797,0.022514774],"study_design_scores_gemma":[0.00015168407,0.000016497288,0.48989442,0.00008224567,0.00005613648,1.5134276e-7,0.22124441,0.0000044476283,0.0000043284695,0.00006736699,0.28833407,0.00014424925],"about_ca_topic_score_codex":0.83294,"about_ca_topic_score_gemma":0.99978405,"teacher_disagreement_score":0.50468194,"about_ca_system_score_codex":0.00044627057,"about_ca_system_score_gemma":0.00029226593,"threshold_uncertainty_score":0.7295249},"labels":[],"label_agreement":null},{"id":"W6990768931","doi":"","title":"The End of This World: Climate Justice in So-Called Canada","year":2025,"lang":"en","type":"article","venue":"Journals @ The Mount (Mount Saint Vincent University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Carleton University","funders":"","keywords":"Climate justice; Economic Justice; Climate change; Government (linguistics); Environmental justice; Agency (philosophy)","score_opus":0.11550408110502534,"score_gpt":0.3639179488603273,"score_spread":0.24841386775530194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990768931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73003656,0.002302987,0.00008624093,0.13014187,0.001700085,0.00080371014,0.00006164193,0.00004920984,0.13481772],"genre_scores_gemma":[0.9631463,0.032319803,0.000018482287,0.0008822393,0.00007815733,0.0000012478683,0.000004410035,0.0000054246925,0.0035439092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978894,0.0007978159,0.00033044067,0.0001412786,0.00046080133,0.00038026314],"domain_scores_gemma":[0.9981094,0.00091008964,0.00028890677,0.00039089212,0.00021956436,0.000081145525],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019442983,0.00011666506,0.00018862127,0.00027606968,0.0021825738,0.00013109339,0.0010687038,0.00006239072,0.00072059047],"category_scores_gemma":[0.00019756459,0.00008441232,0.00009252558,0.0012207006,0.00044024753,0.0001565107,0.00027042752,0.00038565934,0.000009931617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016597488,0.00008753338,0.0037158078,0.000031859887,0.000053185733,0.000015552287,0.0059502567,0.0001990606,0.0002824811,0.980277,0.0022064806,0.00701479],"study_design_scores_gemma":[0.0003311755,0.0000068219015,0.010928069,0.00014497111,0.00006926437,6.17593e-7,0.02737176,0.00026934512,0.000014300301,0.00035834452,0.96041286,0.0000924969],"about_ca_topic_score_codex":0.68394995,"about_ca_topic_score_gemma":0.9782268,"teacher_disagreement_score":0.97991866,"about_ca_system_score_codex":0.016218977,"about_ca_system_score_gemma":0.0009300838,"threshold_uncertainty_score":0.9991164},"labels":[],"label_agreement":null},{"id":"W6991149877","doi":"","title":"Feeling Planet:A Climate Emotions Focused Toolkit for Creative Engagement","year":2024,"lang":"en","type":"article","venue":"TeesRep (Teesside University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Feeling; Context (archaeology); Presentation (obstetrics); Work (physics); Focus (optics)","score_opus":0.38443360708427976,"score_gpt":0.40717487037607053,"score_spread":0.02274126329179077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991149877","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11105936,0.0003441095,0.0064030658,0.007943823,0.0010374805,0.0013520109,0.0004986304,0.0014002656,0.86996126],"genre_scores_gemma":[0.95914686,0.006300743,0.0028326644,0.0002373319,0.00044977324,0.000013816417,0.0005625409,0.00003544855,0.030420795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893916,0.00024123085,0.0001264046,0.00024360023,0.0001584243,0.00029117145],"domain_scores_gemma":[0.9991712,0.00038116766,0.000049579594,0.00022044493,0.00008096099,0.000096647724],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059723255,0.00010493509,0.00011900655,0.00027461883,0.0013100345,0.00015692457,0.00028667683,0.00009238985,0.0021767225],"category_scores_gemma":[0.00008130212,0.00011721015,0.00008587737,0.00041183186,0.00013656344,0.0003441457,0.00009770626,0.00015551233,0.00019284859],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015734814,0.00021222455,0.001126027,0.00021986282,0.00016772888,0.000051279923,0.11141204,0.00018533741,0.0009055758,0.7774536,0.017339062,0.0907699],"study_design_scores_gemma":[0.00031767046,0.00003550639,0.0008156131,0.00009711125,0.0000660477,5.308656e-7,0.03166566,0.0009907087,0.000011883668,0.00067119335,0.96515465,0.00017343427],"about_ca_topic_score_codex":0.000741943,"about_ca_topic_score_gemma":0.0031247905,"teacher_disagreement_score":0.9478156,"about_ca_system_score_codex":0.00032247684,"about_ca_system_score_gemma":0.000112255744,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W6991397735","doi":"","title":"Friction takes center stage in science communication:Theater dialogues of dissent","year":2024,"lang":"en","type":"article","venue":"VU Research Portal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athena Sustainable Materials Institute","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","score_opus":0.6526169494400014,"score_gpt":0.5696824725652047,"score_spread":0.08293447687479671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991397735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7313999,0.0005936639,0.00000887706,0.004746888,0.00017108883,0.00028879524,0.000034326134,0.000055669974,0.2627008],"genre_scores_gemma":[0.99340105,0.0046595964,0.000055100503,0.0000126396335,0.000055472563,0.00003228527,0.000052391384,0.0000058316355,0.001725662],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821997,0.00042828373,0.0001937466,0.0001611431,0.00071324105,0.000283608],"domain_scores_gemma":[0.9990944,0.0002218557,0.000023980092,0.00037844232,0.00020211021,0.000079181795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040838625,0.00004635997,0.00007289432,0.0004413685,0.00045483862,0.0001742257,0.0005116382,0.000045234312,0.0018033845],"category_scores_gemma":[0.00024684472,0.000041645726,0.00003231356,0.0011513457,0.0013809671,0.00041697008,0.0001273051,0.0002492575,0.00008548062],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006816568,0.00083767757,0.121362,0.00022695833,0.000020514868,0.000027660559,0.4366532,0.000010677956,0.033389844,0.35271022,0.0084776115,0.04621546],"study_design_scores_gemma":[0.00048205224,0.00015970937,0.20452492,0.0008203394,0.0000063236885,0.000003310348,0.2359361,0.0014667318,0.0020748968,0.004523102,0.5496282,0.00037433155],"about_ca_topic_score_codex":0.004432108,"about_ca_topic_score_gemma":0.016315205,"teacher_disagreement_score":0.54115057,"about_ca_system_score_codex":0.00012418708,"about_ca_system_score_gemma":0.00019978658,"threshold_uncertainty_score":0.9991091},"labels":[],"label_agreement":null},{"id":"W6992291883","doi":"","title":"La population québécoise est-elle disposée à s'engager pour le climat? Premier baromètre de l'action climatique au Québec","year":2020,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Western europe; Public policy; Population structure","score_opus":0.11848251773618895,"score_gpt":0.3097326937544434,"score_spread":0.19125017601825445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6992291883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8772839,0.004344562,0.008699978,0.015727768,0.0004502603,0.00041344785,0.000039883467,0.000065285974,0.09297495],"genre_scores_gemma":[0.9897809,0.0053087813,0.0016573655,0.00009445246,0.00019343194,0.000001074136,0.000037025653,0.000014869091,0.0029121041],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99780446,0.00104443,0.0003269184,0.00026457568,0.0002978134,0.0002617748],"domain_scores_gemma":[0.99887824,0.00022359194,0.00022449502,0.0003004963,0.00017634635,0.00019681592],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005123047,0.00020019566,0.00028932616,0.00007209814,0.001487782,0.000024220426,0.0006928657,0.0003247956,0.0003308729],"category_scores_gemma":[0.00018355588,0.0002178013,0.00034004726,0.00041589624,0.0010824527,0.0005170466,0.00028078494,0.0004095686,0.000110359906],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005460629,0.00186262,0.13900281,0.0073335585,0.00028046124,0.000009834194,0.6370091,0.029857421,0.034943834,0.100886784,0.0036671392,0.044600364],"study_design_scores_gemma":[0.0016266922,0.0001268465,0.61918974,0.0041634836,0.00048644794,0.000024010704,0.02967653,0.07447975,0.0024234145,0.00071405276,0.2664886,0.0006003854],"about_ca_topic_score_codex":0.45594996,"about_ca_topic_score_gemma":0.87339187,"teacher_disagreement_score":0.6073326,"about_ca_system_score_codex":0.0042882585,"about_ca_system_score_gemma":0.0014826572,"threshold_uncertainty_score":0.9998121},"labels":[],"label_agreement":null},{"id":"W6996138371","doi":"","title":"The Role of Newspapers in Environmental Policy Change: Media Framing of Climate Change Events in British Columbia and Alberta","year":2020,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Newspaper; Climate change; Narrative; Politics; News media; Environmentalism; Public policy","score_opus":0.1058829103130279,"score_gpt":0.2969118024196266,"score_spread":0.1910288921065987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996138371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99495196,0.0005415471,6.575552e-8,0.0026646154,0.000025360543,0.00031166087,0.00007305833,0.0000064912642,0.0014252509],"genre_scores_gemma":[0.98424107,0.0154790105,0.000028238363,0.00011400268,0.000046599067,0.0000016533679,0.000026013355,0.00000801624,0.000055407378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987517,0.00034644228,0.00018178417,0.00018360186,0.00028665792,0.0002498215],"domain_scores_gemma":[0.9992821,0.0002082613,0.00019900363,0.0001687048,0.000021083137,0.000120846234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005868712,0.00007009077,0.00021272678,0.00008721228,0.00035282914,0.00001985943,0.00043984814,0.00014718143,0.0003366768],"category_scores_gemma":[0.00017827452,0.000112708156,0.00006215585,0.00041277084,0.00041374314,0.00047279138,0.00033768133,0.00020476326,0.000006306357],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003739336,0.000048528327,0.8535854,0.000021802382,0.0000052671917,0.0000010550259,0.10839462,1.8407529e-7,0.0009552641,0.000062347004,0.0000020332488,0.03688609],"study_design_scores_gemma":[0.00057449396,0.000031879317,0.8980907,0.00010280744,0.000009062861,5.166773e-7,0.09885578,0.000026731177,0.000011319515,0.0001569904,0.0020517563,0.000087924076],"about_ca_topic_score_codex":0.16345982,"about_ca_topic_score_gemma":0.8353447,"teacher_disagreement_score":0.6718849,"about_ca_system_score_codex":0.00012434156,"about_ca_system_score_gemma":0.000030282543,"threshold_uncertainty_score":0.84211075},"labels":[],"label_agreement":null},{"id":"W6996480450","doi":"","title":"Shining light on mechanochemistry through real-time spectroscopy and diffraction","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; Institut Ruđer Bošković; Fonds de recherche du Québec – Nature et technologies; European Commission; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Mechanochemistry; Diffraction; Spectroscopy; X-ray crystallography; Reflection (computer programming)","score_opus":0.11589616578277291,"score_gpt":0.36863601143880814,"score_spread":0.25273984565603524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996480450","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4258675,0.00009220936,9.363021e-8,0.00047724682,0.00055161736,0.00036915648,0.0001815737,0.0003540849,0.57210654],"genre_scores_gemma":[0.94348973,0.03328323,0.0010509861,0.0008226697,0.0004369845,0.00016514435,0.0035657147,0.00022640827,0.016959127],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.996709,0.00052662485,0.0005432069,0.0008849623,0.0008060768,0.00053012714],"domain_scores_gemma":[0.9980034,0.0003045257,0.0005559285,0.0006031273,0.00020559697,0.00032739705],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006897034,0.0005191506,0.00054396235,0.00013265123,0.0026852326,0.00022971307,0.0005784202,0.0009225677,0.001944047],"category_scores_gemma":[0.00075571385,0.0005973514,0.00020345884,0.0004480756,0.00008172163,0.000703997,0.00010402059,0.0013555362,0.0006952769],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038303397,0.00019921018,0.000011120915,0.00026281542,0.00009734573,0.000016054502,0.0020224284,8.925031e-7,0.8630519,0.09378408,0.000086726104,0.04008441],"study_design_scores_gemma":[0.00141393,0.00042283276,0.0010567222,0.0016040568,0.00040675135,0.000010054573,0.024231806,0.000048780374,0.24063379,0.050544076,0.67701507,0.0026121563],"about_ca_topic_score_codex":0.001154628,"about_ca_topic_score_gemma":0.0027957999,"teacher_disagreement_score":0.67692834,"about_ca_system_score_codex":0.00087660126,"about_ca_system_score_gemma":0.00006164497,"threshold_uncertainty_score":0.9996478},"labels":[],"label_agreement":null},{"id":"W6996910184","doi":"","title":"techo NortoN UsA 1-855+990+5999 NORTON*** support phone number 1 855+990=5999 usa/canada NORTON Tech Support Number @@!188559905999 !!NORTON Support Number for @**NORTON","year":2016,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Phone; Toll; Service (business); Telephone number; Customer service","score_opus":0.0793066485776542,"score_gpt":0.36701226289876354,"score_spread":0.28770561432110936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6996910184","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012656096,0.000004059432,0.00054266193,0.0019020152,0.0038755715,0.006074155,0.002028935,0.000994108,0.9719224],"genre_scores_gemma":[0.04451473,0.004818007,0.0014688536,0.0013482982,0.002081072,0.0027201707,0.0033167915,0.0012978489,0.93843424],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98150647,0.0017089952,0.003352065,0.006231282,0.0036671595,0.0035340511],"domain_scores_gemma":[0.9823461,0.001247674,0.0030473322,0.010129761,0.0013296724,0.0018994665],"candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.008862218,0.0024864632,0.0028610136,0.0006633854,0.0019351249,0.00072763546,0.0062276665,0.0032156259,0.9671475],"category_scores_gemma":[0.0020586927,0.0026974925,0.0014861565,0.0013191581,0.0016740866,0.0011689726,0.0033196341,0.0023501066,0.79149723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002983176,0.0009177674,0.2153161,0.0005178593,0.0005181634,0.0001007123,0.0035444517,0.000006589066,0.00048922386,0.000761154,0.7631327,0.014396942],"study_design_scores_gemma":[0.0021192476,0.000011612247,0.01141781,0.0005060888,0.0005085202,0.00016697879,0.0012898628,0.000015281612,0.00078172307,0.00073878525,0.97939247,0.0030516114],"about_ca_topic_score_codex":0.32622787,"about_ca_topic_score_gemma":0.79084504,"teacher_disagreement_score":0.46461713,"about_ca_system_score_codex":0.004155693,"about_ca_system_score_gemma":0.0052500516,"threshold_uncertainty_score":0.99995154},"labels":[],"label_agreement":null},{"id":"W6997140130","doi":"","title":"(Un)Covering Chemical Valley: Canadian News Media Coverage of Environmental Racism in the Aamjiwnaang First Nation","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"First nation; Racism; News media; Media coverage; Race (biology); Newspaper; Narrative; Nation state","score_opus":0.32920082397170974,"score_gpt":0.3585944827326637,"score_spread":0.029393658760953956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997140130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937547,0.00009356563,0.000024085457,0.00220357,0.00012737051,0.00015463548,0.000050142535,0.000019168952,0.0035727797],"genre_scores_gemma":[0.99689984,0.002160845,0.000016822645,0.0004093404,0.0000698696,0.0000011437413,0.000113811504,0.000010598271,0.0003177136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984934,0.00047032334,0.0001738129,0.00022555933,0.00036342096,0.0002735132],"domain_scores_gemma":[0.9991372,0.00022462089,0.00009932235,0.00034547964,0.000039840572,0.00015351079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048410302,0.00011615464,0.0001466605,0.00021184869,0.0003692125,0.000120790704,0.0006146485,0.00016823693,0.00038796023],"category_scores_gemma":[0.00010512276,0.00013098207,0.00008054074,0.000427152,0.0001378104,0.000706244,0.00014285416,0.00032194622,0.000058712125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016633967,0.00008863017,0.95715654,0.000012905099,0.00001171324,0.000075072516,0.036104903,0.00000805193,0.0010910751,0.00037303352,8.946238e-7,0.005060545],"study_design_scores_gemma":[0.0005503504,0.000009894138,0.9618181,0.00006717188,0.000021537382,0.0000065437634,0.01478385,4.799962e-7,0.00032971386,0.0001948559,0.022033885,0.0001835919],"about_ca_topic_score_codex":0.0032988382,"about_ca_topic_score_gemma":0.80856645,"teacher_disagreement_score":0.80526763,"about_ca_system_score_codex":0.0005806742,"about_ca_system_score_gemma":0.00015239071,"threshold_uncertainty_score":0.5341294},"labels":[],"label_agreement":null},{"id":"W6997331411","doi":"","title":"Validation of an Instrument to Evaluate the Dissemination, Outreach, and Use of Scientific Communication Products for Teaching and Learning in Higher Education","year":2025,"lang":"en","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Higher education; Sample (material); Scientific communication; Measure (data warehouse); Scarcity; Test (biology)","score_opus":0.14708980848396624,"score_gpt":0.4166246868555103,"score_spread":0.26953487837154405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6997331411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98923534,0.00006036748,0.000041927724,0.007677757,0.000058722315,0.00040432383,0.000004163097,0.000010458502,0.002506957],"genre_scores_gemma":[0.9963366,0.00017084347,0.0016339002,0.00003862976,0.000009818247,0.000018750618,0.00008412588,0.0000031166244,0.0017042228],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985536,0.001052084,0.00010919952,0.00011404311,0.00010173121,0.00006938392],"domain_scores_gemma":[0.99894714,0.0005815204,0.00007963541,0.00020155383,0.00016625445,0.000023897013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025129602,0.000042413194,0.00007064492,0.0002167161,0.00057098316,0.00010537898,0.0001385712,0.00004587095,0.0000111928575],"category_scores_gemma":[0.00064862875,0.00004244415,0.000010794804,0.00032032563,0.0002505835,0.00036075237,0.0000600957,0.0001018325,1.7861161e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008724834,0.0002880037,0.029125215,0.00010742094,0.000014308402,3.0429312e-8,0.31968004,0.00012508493,0.025512349,0.15837565,0.0006414364,0.4660432],"study_design_scores_gemma":[0.0006426887,0.000080546895,0.80495155,0.00039557222,0.0000768816,2.9656778e-7,0.10365643,0.0017534001,0.0013536144,0.0053071156,0.08160858,0.0001733471],"about_ca_topic_score_codex":0.0017333155,"about_ca_topic_score_gemma":0.0012528322,"teacher_disagreement_score":0.77582633,"about_ca_system_score_codex":0.00009572074,"about_ca_system_score_gemma":0.00011096263,"threshold_uncertainty_score":0.43915984},"labels":[],"label_agreement":null},{"id":"W6998781519","doi":"","title":"Appeals to Transboundary Ecology: Cross-Border Advocacy at the Skagit Headwaters Donut Hole","year":2023,"lang":"en","type":"article","venue":"Western CEDAR (Western Washington University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Situated; Opposition (politics); Watershed; Current (fluid); Center (category theory)","score_opus":0.17488645341759265,"score_gpt":0.43863817105067865,"score_spread":0.263751717633086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6998781519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9537021,0.0000184102,0.00006869666,0.021053365,0.00052891235,0.0005643477,0.000057941874,0.00046390743,0.023542354],"genre_scores_gemma":[0.86093616,0.0008825062,0.000019390054,0.0021416615,0.00020802801,0.000006628801,0.00014677386,0.000041118965,0.13561775],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976425,0.0005302047,0.0002454233,0.00046823968,0.0004374695,0.00067616854],"domain_scores_gemma":[0.9984957,0.00028038517,0.00011883969,0.0006784012,0.00013441082,0.00029223794],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008623356,0.00023082635,0.00025625803,0.00037475018,0.002290026,0.00040146284,0.0011138305,0.00021564805,0.00091636897],"category_scores_gemma":[0.00004925186,0.00022068154,0.00016057937,0.001124231,0.00062359916,0.0005685101,0.0005883623,0.00028022967,0.0032132275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036085158,0.00018147391,0.71355265,0.00009005075,0.0001025419,0.00010232981,0.25849742,0.000722631,0.0024852972,0.0007473144,0.004211394,0.01894601],"study_design_scores_gemma":[0.0005597297,0.00005769677,0.13436598,0.000043509473,0.000025909023,0.0000020819691,0.014052242,0.000005404562,0.00008407675,0.000023762463,0.8504983,0.00028131556],"about_ca_topic_score_codex":0.0017965515,"about_ca_topic_score_gemma":0.08649559,"teacher_disagreement_score":0.8462869,"about_ca_system_score_codex":0.0005461811,"about_ca_system_score_gemma":0.00016928218,"threshold_uncertainty_score":0.9999969},"labels":[],"label_agreement":null},{"id":"W6999227759","doi":"","title":"Canadian Newspaper Coverage of Climate Change or Global Warming, 2000-2019 - January 2019","year":2019,"lang":"en","type":"article","venue":"CU Scholar (University of Colorado Boulder)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Newspaper; Data source; Observatory; Global warming; Effects of global warming; Global change","score_opus":0.12291737243648274,"score_gpt":0.3434385984983923,"score_spread":0.22052122606190958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999227759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87638354,0.00039804538,0.000008733865,0.004145789,0.00033090994,0.0005854669,0.0004988811,0.000044548968,0.11760408],"genre_scores_gemma":[0.97089964,0.021172794,0.000335721,0.00063219434,0.00007499444,8.5085014e-7,0.00016246845,0.000012748407,0.0067085763],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860245,0.00028864073,0.00015448367,0.00022842606,0.0003296231,0.00039640244],"domain_scores_gemma":[0.9987801,0.000059111528,0.00020789825,0.00044825653,0.00021432523,0.00029034232],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065636914,0.00012832884,0.00028222363,0.0001734036,0.00068815093,0.00004679226,0.0007074285,0.0002625022,0.005936199],"category_scores_gemma":[0.00005068236,0.00015540308,0.00012374007,0.00057180796,0.00022174169,0.0009599503,0.00016940827,0.00025066707,0.0006465277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011502538,0.0006356219,0.55268115,0.0004089771,0.00018779663,0.0000621934,0.19069424,0.000029473822,0.0012367399,0.021518666,0.050249435,0.18114547],"study_design_scores_gemma":[0.0011384888,0.00016690591,0.2837235,0.00013257058,0.00005826195,0.0000024954265,0.03827754,0.00007440257,0.000003939332,0.00019495426,0.6759113,0.00031563162],"about_ca_topic_score_codex":0.32394665,"about_ca_topic_score_gemma":0.62166095,"teacher_disagreement_score":0.62566185,"about_ca_system_score_codex":0.0006270524,"about_ca_system_score_gemma":0.0006175405,"threshold_uncertainty_score":0.9949725},"labels":[],"label_agreement":null},{"id":"W7001014565","doi":"","title":"ILC Communications Workshop","year":2007,"lang":"en","type":"other","venue":"International Linear Collider","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Communications system; International Linear Collider; Communications management","score_opus":0.5345680996472345,"score_gpt":0.5325037008689624,"score_spread":0.0020643987782721362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7001014565","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005108482,0.00065795134,0.00039943244,0.012057742,0.0013134256,0.00027100797,0.000110652945,0.00030293534,0.98488176],"genre_scores_gemma":[0.0004907684,0.018254597,0.006403285,0.001122765,0.0014822471,0.000035663303,0.0007338909,0.00016165526,0.97131515],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987664,0.00014510522,0.0002375756,0.00018512915,0.00047605723,0.00018973039],"domain_scores_gemma":[0.99849117,0.00025496547,0.00020257678,0.0007886177,0.00016470876,0.00009796934],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048867665,0.00013849972,0.00014545715,0.0004272036,0.00024760838,0.0000913006,0.001417147,0.00036007722,0.041933775],"category_scores_gemma":[0.00027446667,0.00015492152,0.000101254576,0.0002828717,0.00034087314,0.0000634434,0.00024223258,0.00030051442,0.0027175175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007621049,0.00010138134,0.00031323393,0.000005464178,0.00006643811,0.000001939797,0.0028170836,0.0000012013469,0.0000029343207,0.040986154,0.9457655,0.009931067],"study_design_scores_gemma":[0.00012756963,0.0000025780691,0.00005542843,0.000104468556,0.0000115082175,7.686217e-7,0.0011822211,0.0001343702,4.604536e-7,0.00013601512,0.9980818,0.00016281627],"about_ca_topic_score_codex":0.0020137264,"about_ca_topic_score_gemma":0.028679544,"teacher_disagreement_score":0.052316315,"about_ca_system_score_codex":0.00022301773,"about_ca_system_score_gemma":0.00010466991,"threshold_uncertainty_score":0.998059},"labels":[],"label_agreement":null},{"id":"W7002296745","doi":"","title":"Nobel Prize laureates - including Winnipeg-born James Peebles - urge action on climate change-Times of News USA","year":2019,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Climate change; Key (lock)","score_opus":0.47665792186977995,"score_gpt":0.4625464933302673,"score_spread":0.014111428539512638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7002296745","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009924229,0.00071728055,0.0000064388023,0.0031877856,0.0006800856,0.00080753403,0.00011542344,0.0002757608,0.9932173],"genre_scores_gemma":[0.013464967,0.10753745,0.00043318133,0.0008255995,0.0013579818,0.00010297122,0.00032776978,0.00027011294,0.87567997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822146,0.00029152504,0.00030450913,0.00034433146,0.0004631747,0.00037499235],"domain_scores_gemma":[0.998523,0.00020314567,0.0004934649,0.00060216966,0.00008407081,0.00009414137],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047293893,0.0002847058,0.00045955705,0.0004099244,0.00030217064,0.00008632439,0.00047910522,0.0005121693,0.031039232],"category_scores_gemma":[0.00009299104,0.00025567564,0.00015797347,0.0002971653,0.00020816259,0.00018970882,0.00016984229,0.00022098787,0.0013888985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000941929,0.0003793154,0.012577813,0.00061013683,0.000120216086,0.0000010014587,0.027791856,9.725705e-7,0.00061767345,0.041461043,0.80866504,0.10768075],"study_design_scores_gemma":[0.0002361817,0.00005818351,0.00095895823,0.00059953384,0.00004198592,2.823482e-7,0.009658009,0.0000144231635,0.000055949076,0.00011620039,0.98794407,0.00031620756],"about_ca_topic_score_codex":0.028444963,"about_ca_topic_score_gemma":0.055920266,"teacher_disagreement_score":0.17927906,"about_ca_system_score_codex":0.00013948989,"about_ca_system_score_gemma":0.00005762588,"threshold_uncertainty_score":0.99998957},"labels":[],"label_agreement":null},{"id":"W7005411109","doi":"","title":"Représentation de l'expertise scientifique dans le curriculum potentiel de SVT sur le changement climatique","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Curriculum; Context (archaeology); Higher education; Public policy; Legislation","score_opus":0.09073740709444479,"score_gpt":0.33539391691598786,"score_spread":0.24465650982154308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005411109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3618325,0.01725312,0.23470487,0.23018904,0.0021774857,0.0012814709,0.00016544876,0.00084658904,0.15154949],"genre_scores_gemma":[0.83615285,0.030968405,0.016421244,0.00069285865,0.00022689773,0.00031467972,0.0006843269,0.00011300186,0.11442574],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9843807,0.012157693,0.0008058532,0.0009847966,0.0006933711,0.0009775881],"domain_scores_gemma":[0.9949484,0.00097282435,0.00036846203,0.0016522582,0.0015746839,0.00048338046],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.014007586,0.0004181666,0.00037264658,0.00035220562,0.0019078946,0.0013439597,0.0013242834,0.0004299937,0.0011549756],"category_scores_gemma":[0.0012902695,0.00050272996,0.00038659363,0.001717785,0.0011100324,0.0010432476,0.0005725118,0.00063583395,0.00033242954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012507015,0.0020806582,0.0030941989,0.00061125256,0.00011148634,0.000023877094,0.35267374,0.00006382475,0.028679313,0.4385332,0.018946229,0.15516973],"study_design_scores_gemma":[0.0017979369,0.0000049140585,0.009892267,0.008985132,0.00027016122,0.00011016096,0.0518659,0.24063754,0.050435927,0.0170538,0.61711717,0.0018291133],"about_ca_topic_score_codex":0.060820833,"about_ca_topic_score_gemma":0.050730176,"teacher_disagreement_score":0.59817094,"about_ca_system_score_codex":0.0013088781,"about_ca_system_score_gemma":0.0013854736,"threshold_uncertainty_score":0.9997581},"labels":[],"label_agreement":null},{"id":"W7008547746","doi":"","title":"The Case for Critical Media Literacy: A Comparison of Climate Discourses in Canadian Mainstream and Alternative Media","year":2021,"lang":"en","type":"dissertation","venue":"University Library (University of Saskatchewan)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Alternative media; Hegemony; News media; Mass media; Existentialism; Climate change; Citizen media","score_opus":0.06872043876537619,"score_gpt":0.3402521724174553,"score_spread":0.2715317336520791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008547746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825008,0.00065429055,0.000006528814,0.003109128,0.00031622822,0.0003090077,0.0016671723,0.000021764077,0.011415109],"genre_scores_gemma":[0.9857593,0.010232579,0.00072442833,0.000014222295,0.000040067174,1.8172294e-7,0.0016008076,0.000010643037,0.0016177803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998878,0.00029488545,0.00014950134,0.00022302296,0.00015735877,0.00029720532],"domain_scores_gemma":[0.9978651,0.0013295057,0.0001896933,0.00020671764,0.00016467478,0.00024433326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021535151,0.00013089737,0.0003194092,0.0003135196,0.0009189412,0.000051952844,0.00045441266,0.00023924284,0.00034420626],"category_scores_gemma":[0.00011176165,0.0001603152,0.0001121016,0.00033351305,0.00062890083,0.0007531006,0.00010769769,0.00022515577,0.000001382504],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028057408,0.00009772684,0.009970241,0.00019283536,0.000040290302,0.00024820887,0.9487116,0.0000011828841,0.0000062419676,0.009775314,0.00022838198,0.03044745],"study_design_scores_gemma":[0.00037265176,0.000022771208,0.004797415,0.00023356285,0.000074714284,0.0000020934115,0.9793158,0.00015584417,0.000010776847,0.00060163846,0.014262776,0.00014993521],"about_ca_topic_score_codex":0.4165512,"about_ca_topic_score_gemma":0.9922939,"teacher_disagreement_score":0.57574266,"about_ca_system_score_codex":0.00014553704,"about_ca_system_score_gemma":0.00090038317,"threshold_uncertainty_score":0.7067846},"labels":[],"label_agreement":null},{"id":"W7008560567","doi":"","title":"Communiquer l’action en changements climatiques au Québec : Une étude de segmentation","year":2018,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Segmentation; Margin (machine learning); Context (archaeology); Feature (linguistics)","score_opus":0.13959642976622377,"score_gpt":0.3355547324529618,"score_spread":0.19595830268673803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008560567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78931034,0.005431604,0.0009794455,0.17864828,0.0005490999,0.00038410298,0.000042260777,0.00016181612,0.024493027],"genre_scores_gemma":[0.81942093,0.13307208,0.0021126955,0.0016934781,0.0008251977,0.000026394788,0.00019836675,0.000041024963,0.04260985],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787754,0.00096038607,0.00019600328,0.00021564549,0.00026946393,0.00048093902],"domain_scores_gemma":[0.99881345,0.00015741083,0.00023534703,0.00041863834,0.00017130595,0.00020385197],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007765619,0.00019108548,0.00018326953,0.00014260634,0.0023845707,0.000038310896,0.00044644994,0.0002699025,0.002120045],"category_scores_gemma":[0.00003391121,0.00024621512,0.00010938626,0.00048794955,0.00043573894,0.0005153917,0.00030002135,0.00023016373,0.00064033555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017709461,0.0003671971,0.019116368,0.00010246735,0.00014751285,0.00002718677,0.4127077,0.000016161463,0.0044483063,0.010194247,0.039307386,0.5133884],"study_design_scores_gemma":[0.0005945987,0.00019162935,0.03905405,0.00012337812,0.00014393574,0.000021575455,0.07935562,0.0014174423,0.00032181205,0.00051961286,0.8779643,0.0002920342],"about_ca_topic_score_codex":0.7614892,"about_ca_topic_score_gemma":0.99336594,"teacher_disagreement_score":0.8386569,"about_ca_system_score_codex":0.030880593,"about_ca_system_score_gemma":0.00017294375,"threshold_uncertainty_score":0.999999},"labels":[],"label_agreement":null},{"id":"W7008568480","doi":"","title":"Climate Media vs. Climate Science - Freenewstoday - Breaking news and 24/7 live Streaming news. Latest news of USA, Great Britain, Canada , Australia and other world.","year":2021,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate science; Climate change; News media; Citizen science","score_opus":0.2265623920599973,"score_gpt":0.3934379350889675,"score_spread":0.16687554302897023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008568480","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05362923,0.0024314513,0.000005699118,0.0033869646,0.0012003338,0.00086735724,0.0008144393,0.00013673019,0.9375278],"genre_scores_gemma":[0.1568075,0.19893835,0.00877821,0.00617461,0.0023391044,0.0001036199,0.00076727185,0.00083138474,0.62525994],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700123,0.00027522395,0.0005125723,0.0007072606,0.0006905111,0.00081317977],"domain_scores_gemma":[0.99798775,0.00029864523,0.0005026993,0.00065580127,0.00014774784,0.0004073532],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00069670903,0.00039166267,0.00061466167,0.0004047579,0.00061007065,0.0003365065,0.00060453283,0.00026481607,0.026765892],"category_scores_gemma":[0.00017889163,0.00038381707,0.000068669135,0.0007896192,0.001432104,0.00019863302,0.00048248123,0.0002765199,0.000025734995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046043115,0.00012526067,0.64363396,0.0007528249,0.00009539365,0.00003146184,0.02463457,0.0000031009583,0.0004128083,0.01471843,0.2570091,0.05853705],"study_design_scores_gemma":[0.00044554225,0.000024973137,0.026710218,0.001289639,0.00008143205,0.0000070974725,0.016591309,0.000024144276,0.000017265715,0.00005132944,0.9540635,0.00069355516],"about_ca_topic_score_codex":0.98048204,"about_ca_topic_score_gemma":0.99965364,"teacher_disagreement_score":0.69705445,"about_ca_system_score_codex":0.00029299792,"about_ca_system_score_gemma":0.00046499298,"threshold_uncertainty_score":0.99986136},"labels":[],"label_agreement":null},{"id":"W7008606604","doi":"","title":"Canadian Solar Appoints Andrew Wong as Independent Director: PR Newswire","year":2014,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Limpet","score_opus":0.20314861036466708,"score_gpt":0.40109019760444314,"score_spread":0.19794158723977606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008606604","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008150551,0.00031212927,0.000012037151,0.0029119703,0.0005916672,0.000356939,0.000027548327,0.00024421603,0.995462],"genre_scores_gemma":[0.0072131758,0.006286368,0.0000635578,0.0013821402,0.0007699278,0.000023467146,0.00017217312,0.00014053167,0.98394865],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987276,0.00022433506,0.0001428759,0.00024106278,0.00031640634,0.00034768917],"domain_scores_gemma":[0.9989387,0.0000306365,0.00010854268,0.0004613413,0.00003950973,0.00042127573],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004559602,0.00016450403,0.00020645438,0.00025732108,0.00035846603,0.00013705167,0.00051002216,0.00050518854,0.17052679],"category_scores_gemma":[0.00006236664,0.00016304261,0.000073468305,0.00014158785,0.00010063237,0.000048466583,0.000056397563,0.00022240446,0.0068617715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013138391,0.000014684128,0.0011649623,0.000017526956,0.000016838692,0.0000014614869,0.004970811,3.8732768e-8,0.0000037137797,0.0026122783,0.9608952,0.030301163],"study_design_scores_gemma":[0.0000894073,0.0000068446075,0.00042021068,0.00007549261,0.000010370854,5.771692e-7,0.002058731,0.000003172027,8.4331253e-7,0.00014319645,0.9969765,0.00021466061],"about_ca_topic_score_codex":0.9106061,"about_ca_topic_score_gemma":0.99729174,"teacher_disagreement_score":0.16366501,"about_ca_system_score_codex":0.0004416488,"about_ca_system_score_gemma":0.00044654965,"threshold_uncertainty_score":0.9939115},"labels":[],"label_agreement":null},{"id":"W7009164881","doi":"","title":"Distorting the Reality of Climate Change: Anti-Reflexive Narratives of Conservative Think Tanks in Canadian Newspapers","year":2019,"lang":"en","type":"dissertation","venue":"oURspace (University of Regina)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Narrative; Newspaper; Think tanks; The arts; Journalism; Degree (music); Public policy; Work (physics); Government (linguistics); Period (music)","score_opus":0.18636365692755574,"score_gpt":0.38181879998827034,"score_spread":0.1954551430607146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009164881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5932543,0.00022708414,0.0000012550169,0.37100294,0.00020903873,0.00048881094,0.00013549751,0.000010594872,0.03467045],"genre_scores_gemma":[0.9620285,0.016858038,0.00013419327,0.00007679968,0.000038586117,0.0000016543844,0.0005148627,0.000018173885,0.020329207],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998735,0.00049354887,0.00004701746,0.00018816844,0.00027518513,0.00026107643],"domain_scores_gemma":[0.99817324,0.00013943849,0.00089693203,0.00035529293,0.00034830818,0.00008676352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008841562,0.00012976088,0.00039431147,0.00023066318,0.00039328216,0.000009026449,0.0005394449,0.00026440716,0.00005303327],"category_scores_gemma":[0.00011181956,0.0001406491,0.0001237982,0.00046823383,0.0005406956,0.00022223876,0.000040891453,0.0002634003,0.0000040805717],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105574334,0.000028747914,0.026829189,0.00033114164,0.000046726484,0.0000026842627,0.9452178,0.000005884063,0.00026743382,0.017599545,0.00560636,0.003958921],"study_design_scores_gemma":[0.00018027896,0.000032791104,0.075838886,0.00046680213,0.000031329702,9.559643e-8,0.7947973,0.000022669668,0.0000055109585,0.000026058096,0.12847728,0.00012098459],"about_ca_topic_score_codex":0.31747615,"about_ca_topic_score_gemma":0.9784065,"teacher_disagreement_score":0.66093034,"about_ca_system_score_codex":0.0003424989,"about_ca_system_score_gemma":0.00053552684,"threshold_uncertainty_score":0.6870688},"labels":[],"label_agreement":null},{"id":"W7011049027","doi":"","title":"Les jeunes et les changements climatiques : quels choix de société?","year":2022,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Urban environment; Context (archaeology); Climate extremes","score_opus":0.2656299197730439,"score_gpt":0.3917372163055831,"score_spread":0.12610729653253921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011049027","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13491109,0.00017535407,0.00029781667,0.024686297,0.0008327281,0.0008855744,0.0004345466,0.00033473136,0.83744186],"genre_scores_gemma":[0.1960168,0.7977395,0.0007565468,0.00094198354,0.00025083535,0.000028304,0.00020462723,0.000041780706,0.004019625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99547136,0.0028430172,0.00022850181,0.00040522087,0.0004511949,0.0006007241],"domain_scores_gemma":[0.99875057,0.00026437533,0.00027629713,0.00043109266,0.00014633792,0.00013132703],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011529807,0.00026892647,0.00027649652,0.0034474027,0.0023885176,0.00011733978,0.0009707776,0.00022074505,0.005746344],"category_scores_gemma":[0.000070549584,0.000357577,0.00022817552,0.005259958,0.00040082415,0.00063671387,0.00096384506,0.0006572619,0.00005721527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014502661,0.0011863819,0.008213555,0.00025152153,0.00017776365,0.000055201428,0.44957718,0.000057064477,0.00003941392,0.08153949,0.004589311,0.45416808],"study_design_scores_gemma":[0.00051487697,0.00011709675,0.00066233234,0.0000634751,0.000096672695,0.0000038667945,0.12482435,0.00025114891,0.0000127848825,0.000015853635,0.8731094,0.00032810992],"about_ca_topic_score_codex":0.4902359,"about_ca_topic_score_gemma":0.261577,"teacher_disagreement_score":0.86852014,"about_ca_system_score_codex":0.0016733006,"about_ca_system_score_gemma":0.000448732,"threshold_uncertainty_score":0.99988765},"labels":[],"label_agreement":null},{"id":"W7014920664","doi":"","title":"Scientific Controversies: Authentic and Contrived [post-print]","year":2017,"lang":"en","type":"article","venue":"Trinity College Digital Repository (Trinity College)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Pleasure; State (computer science); Media coverage; Interpretation (philosophy); Sociology of scientific knowledge; Relevance (law)","score_opus":0.19022103734728202,"score_gpt":0.3827760652819499,"score_spread":0.1925550279346679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014920664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71185935,0.00012787941,0.000010110806,0.0023324233,0.0013836545,0.0010444042,0.0008025546,0.00020541796,0.28223422],"genre_scores_gemma":[0.9473799,0.00023410982,0.000030304465,0.0001251601,0.000266741,0.000042888514,0.00004524149,0.000023554549,0.05185209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99699706,0.00038023593,0.0005774308,0.0006303009,0.000787579,0.0006274168],"domain_scores_gemma":[0.9951975,0.001245614,0.00055318594,0.0015053265,0.0009447767,0.00055363757],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010943956,0.00031246318,0.00050979917,0.00026258721,0.010078737,0.0033876991,0.0012873383,0.0002713953,0.00018894271],"category_scores_gemma":[0.0041397866,0.00033939126,0.0002389094,0.00030488567,0.0025948898,0.0019876033,0.0006589199,0.00037767857,0.0001700079],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006561247,0.006707411,0.25899273,0.00077388523,0.001213535,0.0010806654,0.11899109,0.000008122651,0.007954786,0.48434293,0.06105414,0.052319445],"study_design_scores_gemma":[0.008561394,0.00043479173,0.1581066,0.00024785378,0.00019208592,0.00006460313,0.0680115,0.000290771,0.0007174971,0.0036932952,0.75821483,0.001464792],"about_ca_topic_score_codex":0.0015575889,"about_ca_topic_score_gemma":0.0040798825,"teacher_disagreement_score":0.69716066,"about_ca_system_score_codex":0.00043647975,"about_ca_system_score_gemma":0.00065328873,"threshold_uncertainty_score":0.9999058},"labels":[],"label_agreement":null},{"id":"W7014946854","doi":"","title":"Reframing climate change as a public health issue : a Canadian case study, 2008-2020","year":2021,"lang":"en","type":"other","venue":"Open MIND","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Climate change; Context (archaeology); Population; Social impact","score_opus":0.6203795750116893,"score_gpt":0.5268811979959217,"score_spread":0.09349837701576758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014946854","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016957525,0.0019499141,2.0957967e-7,0.02565911,0.0004632554,0.002132336,0.00027303115,0.0000110160045,0.9678154],"genre_scores_gemma":[0.020839302,0.032565214,0.00090708095,0.0039534234,0.0023844093,0.0004782564,0.0014123681,0.000359932,0.9371],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997477,0.00090853334,0.00025501134,0.00044981955,0.00026756863,0.0006420999],"domain_scores_gemma":[0.99822944,0.00003909555,0.00025061035,0.0006958569,0.00007458769,0.00071038725],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016573541,0.00019942793,0.00036815804,0.00025811855,0.0010335922,0.0008165007,0.00082310895,0.00026176107,0.2869008],"category_scores_gemma":[0.00010117717,0.00022421293,0.000051787807,0.00055734836,0.0000926069,0.00014338979,0.00037759854,0.00027429961,0.0022362391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016742683,0.00016023497,0.00048339617,0.00002752067,0.000030479061,0.0010057937,0.28109157,6.326519e-9,2.6537302e-7,0.000036395282,0.12762785,0.5895348],"study_design_scores_gemma":[0.00015075492,0.000038767674,0.000047159898,0.00015124309,0.000008939586,0.000056713743,0.20378333,0.0000017411061,1.9359339e-8,0.0000011264318,0.7955749,0.00018528664],"about_ca_topic_score_codex":0.97003865,"about_ca_topic_score_gemma":0.9991084,"teacher_disagreement_score":0.66794705,"about_ca_system_score_codex":0.00056832173,"about_ca_system_score_gemma":0.0017098937,"threshold_uncertainty_score":0.99854064},"labels":[],"label_agreement":null},{"id":"W7015286033","doi":"","title":"Shifting focus: How emerging media are redefining environmental documentary","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada; University of Cambridge; University of Minnesota","keywords":"Social media; Government (linguistics); Work (physics); Agency (philosophy)","score_opus":0.12608988443263136,"score_gpt":0.3453768277640996,"score_spread":0.21928694333146825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7015286033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80054444,0.0023363854,3.9294157e-8,0.00086998194,0.0029078156,0.0005372907,0.0011242136,0.0005325193,0.19114731],"genre_scores_gemma":[0.97322,0.013198392,0.00024176182,0.0002793425,0.00032795127,0.00015301653,0.0040572593,0.00020162477,0.008320663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548155,0.00076110277,0.00066875864,0.0009945885,0.0012708574,0.00082317117],"domain_scores_gemma":[0.9977415,0.0004370235,0.00064093276,0.00072292384,0.00008040022,0.00037720875],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017119911,0.00063045055,0.0005724058,0.00046777885,0.003503634,0.000469523,0.000987543,0.0008177175,0.0029110757],"category_scores_gemma":[0.00066334405,0.00073582237,0.00041122278,0.000557156,0.00015630096,0.001070182,0.00028746296,0.0018345298,0.0010113418],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013964466,0.00026576198,0.0004346181,0.0005364637,0.00035169322,0.00012068853,0.0122469505,0.000004776307,0.017953442,0.06356582,0.00018586626,0.9041943],"study_design_scores_gemma":[0.0006816329,0.000062971594,0.0027508936,0.0024034607,0.00048576656,0.000009254424,0.26608628,0.000029221228,0.0021185535,0.024938257,0.69834304,0.0020906643],"about_ca_topic_score_codex":0.0017450883,"about_ca_topic_score_gemma":0.043550353,"teacher_disagreement_score":0.9021036,"about_ca_system_score_codex":0.0017791388,"about_ca_system_score_gemma":0.00004903259,"threshold_uncertainty_score":0.99976647},"labels":[],"label_agreement":null},{"id":"W7017734575","doi":"","title":"Broken Policies • Broken Communication \\nCorrect Messaging in Energy Transition Policies","year":2017,"lang":"en","type":"dissertation","venue":"Utrecht University Repository (Utrecht University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public policy; Key (lock); Order (exchange); Energy policy; Energy (signal processing); Focus (optics); Policy analysis; Energy transition","score_opus":0.12535993451655783,"score_gpt":0.3411221718621151,"score_spread":0.21576223734555725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017734575","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11090971,0.00048409996,0.0000348396,0.0016958417,0.00069333956,0.0003925006,0.000059521844,0.00034337593,0.88538677],"genre_scores_gemma":[0.52991503,0.033223324,0.00009950345,0.000115133174,0.000204806,0.0000017531942,0.0015249854,0.00005372053,0.43486175],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962771,0.001557551,0.00035620233,0.00063439657,0.00057218195,0.00060258247],"domain_scores_gemma":[0.99697423,0.00031525476,0.00073872117,0.0013328155,0.0003765077,0.00026250054],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005485043,0.00045414586,0.00061026844,0.0017088982,0.0037692748,0.00025355045,0.0022557075,0.0010147764,0.00032179957],"category_scores_gemma":[0.00007173351,0.00064780586,0.0003550928,0.00094684376,0.0005794073,0.0011709363,0.00017785135,0.00080212665,0.000026098849],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028908702,0.0020055259,0.01226492,0.00073858525,0.000972678,0.00090527587,0.6815191,0.00034816132,0.0045594564,0.101599514,0.031510215,0.1606857],"study_design_scores_gemma":[0.001003084,0.00004568273,0.0056040874,0.00075361907,0.00026668457,0.000006937208,0.20821525,0.000072422474,0.0003926872,0.00019980385,0.782642,0.0007977615],"about_ca_topic_score_codex":0.18542916,"about_ca_topic_score_gemma":0.23746005,"teacher_disagreement_score":0.7511318,"about_ca_system_score_codex":0.0024710244,"about_ca_system_score_gemma":0.00073871744,"threshold_uncertainty_score":0.9995973},"labels":[],"label_agreement":null},{"id":"W7017826499","doi":"","title":"Climate Futures: A 360 mapping experience of Montreal under Climate Change","year":2022,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vision; Climate change; Context (archaeology); Viewpoints; Global warming; Futures contract","score_opus":0.25512307853893884,"score_gpt":0.41690934941183655,"score_spread":0.1617862708728977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017826499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.612104,0.0004795204,0.000001218231,0.0005218961,0.00095511344,0.0007024015,0.00006656987,0.00011319656,0.38505608],"genre_scores_gemma":[0.9411828,0.03807197,0.000010281118,0.000023530456,0.00058808434,0.0000515396,0.00046246586,0.00004886158,0.019560501],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9946926,0.001914516,0.0003492287,0.00064132444,0.0013594658,0.0010428226],"domain_scores_gemma":[0.9977267,0.00035283976,0.0004279382,0.00083104154,0.00035759778,0.00030390028],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013463387,0.00027028567,0.00044358437,0.0013718961,0.004221677,0.0001562218,0.0015014674,0.00038398852,0.0016742334],"category_scores_gemma":[0.00007758352,0.00034029526,0.00028258978,0.0018587612,0.00057679816,0.0004926479,0.00048881356,0.0011212253,0.00003125336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024568285,0.00080410327,0.043882657,0.0013047954,0.00024739825,0.00056225504,0.8223372,0.000011048653,0.0076277987,0.08615888,0.001483895,0.033123124],"study_design_scores_gemma":[0.00047403135,0.00016986075,0.13187857,0.00029326812,0.000044164914,0.000003468572,0.7505192,0.000029037288,0.00028938666,0.0002599685,0.11557234,0.0004666698],"about_ca_topic_score_codex":0.12838157,"about_ca_topic_score_gemma":0.3931443,"teacher_disagreement_score":0.3654956,"about_ca_system_score_codex":0.0013501748,"about_ca_system_score_gemma":0.0005257203,"threshold_uncertainty_score":0.99990493},"labels":[],"label_agreement":null},{"id":"W7018170772","doi":"","title":"Critical perspectives on making science public","year":2013,"lang":"en","type":"book","venue":"Nottingham ePrints (University of Nottingham)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universität für Bodenkultur Wien; Syddansk Universitet; Centers for Disease Control and Prevention; Technion-Israel Institute of Technology; National and Kapodistrian University of Athens; European Food Safety Authority; University of Brighton; National University of Ireland; Trinity College Dublin; University of Galway; Cardiff University; University of Bath; Universität Hamburg; York University; Imperial College London; University of Oxford; Arizona State University","keywords":"Public awareness of science; Field (mathematics); Public policy; Work (physics)","score_opus":0.40426053571646153,"score_gpt":0.4257975285446812,"score_spread":0.021536992828219692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018170772","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0065258862,0.000095983174,0.00024886633,0.007013906,0.00036366546,0.00043920052,0.00003073214,0.00023502526,0.98504674],"genre_scores_gemma":[0.5037114,0.0019536905,0.00508768,0.0003535244,0.0005969212,0.0000025138445,0.000038290204,0.000069076734,0.48818687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964291,0.0003261884,0.00029631075,0.00087039155,0.0013502617,0.00072777184],"domain_scores_gemma":[0.9956861,0.00087719806,0.0005257099,0.0010038036,0.0015870682,0.00032010605],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002361483,0.00031765888,0.00047898735,0.0008701821,0.0028904916,0.00029312237,0.002275366,0.0004987587,0.012168955],"category_scores_gemma":[0.0029976233,0.0004244521,0.00027582239,0.0005785435,0.005081092,0.00079275365,0.0008871007,0.00091533916,0.0017328061],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004053963,0.00036157947,0.00063262775,0.000167446,0.00005228648,0.000015166841,0.16001697,0.0000027258834,0.00021699748,0.7196978,0.012578773,0.10621712],"study_design_scores_gemma":[0.00048436938,0.00010803059,0.005635805,0.0010795506,0.00007969028,0.000003375955,0.1500075,0.00022217837,0.0000071353197,0.0073759286,0.83406854,0.00092787883],"about_ca_topic_score_codex":0.00059170014,"about_ca_topic_score_gemma":0.0008396056,"teacher_disagreement_score":0.8214898,"about_ca_system_score_codex":0.0015762012,"about_ca_system_score_gemma":0.0014262027,"threshold_uncertainty_score":0.9998207},"labels":[],"label_agreement":null},{"id":"W7018444137","doi":"","title":"Ecological modernisation? An ecolinguistic analysis of German, Canadian and European techno-fix approaches to climate change.","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Situated; Critical discourse analysis; Discourse analysis; Salience (neuroscience); Action (physics); Climate change; Politics; Relation (database); Subject (documents)","score_opus":0.30897024877584134,"score_gpt":0.34285834169188545,"score_spread":0.03388809291604411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018444137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98597354,0.000048405935,0.0000019146926,0.0016270562,0.00006874041,0.00028343446,0.00014045778,0.000033488035,0.011822974],"genre_scores_gemma":[0.9794842,0.0018265883,0.00050337287,0.000044568264,0.000046108693,0.000001622414,0.0024592706,0.000013189666,0.015621083],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988405,0.00031156497,0.00013076222,0.00028727445,0.00019641084,0.00023349083],"domain_scores_gemma":[0.99901724,0.00003510254,0.00018733599,0.00031492958,0.00020371999,0.0002416537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049208256,0.00012790103,0.00034493126,0.00074034,0.00053698634,0.000038278708,0.00036688524,0.00021365698,0.0007753678],"category_scores_gemma":[0.000045653294,0.0001609335,0.00010749596,0.00058364903,0.00012724624,0.00011258069,0.00007221123,0.00013032954,0.000015531814],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030677857,0.00010135041,0.0069568073,0.000111420704,0.00015734494,0.000011219974,0.98145676,0.000045040913,0.00013761033,0.0025787035,0.000033947566,0.008379133],"study_design_scores_gemma":[0.00013637701,0.000063679516,0.35484272,0.00007668811,0.00077854074,1.8425256e-7,0.64011556,0.0016596485,0.000007897706,0.00008326465,0.0019575593,0.0002778539],"about_ca_topic_score_codex":0.5892246,"about_ca_topic_score_gemma":0.9937918,"teacher_disagreement_score":0.4045672,"about_ca_system_score_codex":0.00015266857,"about_ca_system_score_gemma":0.00009041387,"threshold_uncertainty_score":0.84897333},"labels":[],"label_agreement":null},{"id":"W7019776685","doi":"","title":"International Implementation of IAEA?s Borehole Disposal Concept for Sealed Radioactive Sources ? 18545.","year":2018,"lang":"en","type":"other","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Atomic Energy Agency; Government of Canada; U.S. Nuclear Regulatory Commission","keywords":"Borehole; Radioactive waste; Nuclear decommissioning","score_opus":0.06989998607791492,"score_gpt":0.36485714575246875,"score_spread":0.2949571596745538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019776685","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060096313,0.00025104545,0.0042885435,0.0009122893,0.0010363772,0.0009937516,0.0033465938,0.00011940525,0.98304236],"genre_scores_gemma":[0.91785103,0.0025408007,0.008101681,0.00015270605,0.0004135658,0.00022193938,0.03330184,0.00008086899,0.037335575],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985316,0.0000595785,0.00056268106,0.0001695551,0.0005114755,0.00016514004],"domain_scores_gemma":[0.9981687,0.00013684486,0.0009489958,0.00025065438,0.00041741456,0.000077411314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005266543,0.0001423665,0.00027703328,0.00033821148,0.00021257304,0.000068965164,0.0003954202,0.00019097717,0.0025577266],"category_scores_gemma":[0.00009228387,0.0001392848,0.000114004455,0.00024027978,0.0013235136,0.00038154764,0.00011153285,0.00005118655,0.000008308511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003677459,0.00063304574,0.0026444413,0.0004402354,0.0004004189,2.1047956e-7,0.0020602786,0.000012833038,0.0008147594,0.24649294,0.692301,0.053832088],"study_design_scores_gemma":[0.00059943896,0.000122631,0.0035108137,0.000110277295,0.00005495478,5.812155e-7,0.00083553186,0.0000075615753,0.00050151796,0.0001443629,0.9939623,0.00015002248],"about_ca_topic_score_codex":0.00064098346,"about_ca_topic_score_gemma":0.0016128373,"teacher_disagreement_score":0.9457068,"about_ca_system_score_codex":0.000065756976,"about_ca_system_score_gemma":0.00014957259,"threshold_uncertainty_score":0.9983541},"labels":[],"label_agreement":null},{"id":"W7020148752","doi":"","title":"International News Coverage of Extractive Industries in Indigenous Environments: Factors in News Gatekeeping of Mining Coverage in Scandinavia and Greenland","year":2017,"lang":"en","type":"dissertation","venue":"Duo Research Archive (University of Oslo)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Indigenous; Natural resource; Context (archaeology); Livelihood; Gatekeeping; Journalism","score_opus":0.203075998639316,"score_gpt":0.3992124518441186,"score_spread":0.19613645320480258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020148752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959659,0.00007750357,0.000020498399,0.000073708485,0.000043351924,0.00039867585,0.00017598565,0.0000020023836,0.039549317],"genre_scores_gemma":[0.9728518,0.025777008,0.00005163289,0.0000012162175,0.000009415699,0.0000014726863,0.0005628343,0.0000073747974,0.0007372369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800426,0.00075814367,0.00023556488,0.00023665554,0.00051822694,0.00024712775],"domain_scores_gemma":[0.99854964,0.000696695,0.00040266995,0.00021312141,0.00006772814,0.00007017123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000941379,0.00010909788,0.00033610978,0.0011618085,0.0002508513,0.000024919167,0.00056109444,0.00020342399,0.00025197357],"category_scores_gemma":[0.0005886151,0.00014506132,0.000046374276,0.00025317338,0.00054943893,0.00039297558,0.0001352836,0.0005884499,0.0000010864134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036570092,0.00015674454,0.5934242,0.000077650715,0.00002097417,0.00001488285,0.3541258,0.000012047962,0.0014986707,0.00015518884,0.000011408101,0.050136767],"study_design_scores_gemma":[0.0006732435,0.00005588494,0.7265507,0.0005006131,0.0000037901652,1.3305453e-7,0.27008903,0.00001477036,0.00004588423,0.0005024997,0.0014744536,0.00008900421],"about_ca_topic_score_codex":0.1397943,"about_ca_topic_score_gemma":0.5263477,"teacher_disagreement_score":0.3865534,"about_ca_system_score_codex":0.0003288411,"about_ca_system_score_gemma":0.0003189815,"threshold_uncertainty_score":0.8659339},"labels":[],"label_agreement":null},{"id":"W7020648064","doi":"","title":"Media Advisory - Community Leaders &amp;amp; Financial Experts to Highlight Fossil Fuel Divestment at Vancouver Climate Risk Forum","year":2014,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Divestment; Climate change; Risk management; Financial risk; Fossil fuel; Climate risk; Government (linguistics)","score_opus":0.2724377155857443,"score_gpt":0.3995214083629518,"score_spread":0.1270836927772075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020648064","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016112541,0.0009604214,0.0003007491,0.0028854972,0.002892038,0.0009070499,0.00033172208,0.00061693427,0.9894943],"genre_scores_gemma":[0.0042243656,0.04224477,0.0022488527,0.005314615,0.0013851344,0.0002583315,0.00077522866,0.00035938364,0.9431893],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996181,0.0015983093,0.00040741294,0.00039357052,0.000646438,0.00077326264],"domain_scores_gemma":[0.99715,0.0004998412,0.00037457445,0.0014825885,0.00008963728,0.0004033329],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011283152,0.0004318261,0.0005419067,0.00028545322,0.0017318396,0.000089456,0.0011358663,0.00067623047,0.0402048],"category_scores_gemma":[0.0005517873,0.0003978396,0.00021532795,0.00025297015,0.00059659564,0.00010568424,0.00078035257,0.00048359108,0.005258282],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028148315,0.00012450227,0.00061569345,0.00004487129,0.000016117774,2.2190365e-7,0.07138775,5.5793964e-7,0.00001084036,0.0008880007,0.9214511,0.005432216],"study_design_scores_gemma":[0.00036755786,0.000023631377,0.00097135507,0.00013764568,0.00003596231,1.8450922e-7,0.018456643,8.213361e-7,0.0000012697411,0.00026426706,0.9792251,0.00051554554],"about_ca_topic_score_codex":0.026927205,"about_ca_topic_score_gemma":0.94018453,"teacher_disagreement_score":0.91325736,"about_ca_system_score_codex":0.0005825741,"about_ca_system_score_gemma":0.0000936454,"threshold_uncertainty_score":0.99984735},"labels":[],"label_agreement":null},{"id":"W7027222161","doi":"","title":"Cleantech and Climate Change Podcast: Coronavirus Pandemic Casualties? Suspension of Environmental Reporting and Rules in Canada and the US","year":2020,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Climate change; Coronavirus; Coronavirus disease 2019 (COVID-19); Suspension (topology)","score_opus":0.32450957827464855,"score_gpt":0.3885044202006896,"score_spread":0.06399484192604105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027222161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9022472,0.006570566,2.839661e-7,0.0011338661,0.00009648903,0.00067311776,0.0001617297,0.000032195436,0.08908456],"genre_scores_gemma":[0.80506647,0.19273752,0.0000315101,0.00031649886,0.000055574692,0.000010280472,0.000029035757,0.00003379105,0.0017193337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903065,0.00017181014,0.00032380692,0.00016994534,0.00016275643,0.0001410196],"domain_scores_gemma":[0.9991925,0.0001101858,0.00050970295,0.00012796161,0.00000370175,0.00005599337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000535809,0.000106269814,0.00026193907,0.00004073187,0.00013023154,0.000020019223,0.000078397,0.000097384516,0.00080885284],"category_scores_gemma":[0.000062429965,0.00008064362,0.000014308075,0.000040898216,0.00040360118,0.000034713026,0.0001870835,0.00013478831,0.00000122476],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010853808,0.000021966765,0.7556638,0.0002011116,0.000021076847,0.000019855403,0.03689027,4.0421536e-8,0.00024685415,0.0012372858,0.0012214812,0.20436773],"study_design_scores_gemma":[0.0019877623,0.000047740665,0.71937454,0.0006656071,0.00007071056,0.000048077243,0.103174955,0.00027643915,0.000006155521,0.00014403173,0.17363559,0.0005684217],"about_ca_topic_score_codex":0.9572498,"about_ca_topic_score_gemma":0.9970028,"teacher_disagreement_score":0.2037993,"about_ca_system_score_codex":0.00010140581,"about_ca_system_score_gemma":0.00004898578,"threshold_uncertainty_score":0.88563716},"labels":[],"label_agreement":null},{"id":"W7027499461","doi":"","title":"Des enjeux environnementaux et décoloniaux dans les discours de Greenpeace Canada et de leur éventuelle articulation : ce que nous en disent les «histoires» du site web de juin à décembre 2020","year":2022,"lang":"fr","type":"other","venue":"Archipelago (Université du Québec à Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Economic Justice; European union; ESPACE","score_opus":0.03737047863313522,"score_gpt":0.25875375274168083,"score_spread":0.2213832741085456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027499461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90160894,0.0052340785,0.0010317379,0.06488937,0.00015252295,0.0005359372,0.00034920723,0.000100257006,0.026097935],"genre_scores_gemma":[0.93271655,0.033407222,0.0005449344,0.00093997637,0.00022017563,0.00004459796,0.00047942362,0.00013852818,0.0315086],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526095,0.0026490819,0.0003228809,0.0005361903,0.0005116798,0.0007192278],"domain_scores_gemma":[0.99783534,0.0007308561,0.0003823632,0.000561906,0.000051341853,0.0004381654],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072038337,0.0004596991,0.00039087413,0.00015901316,0.0026964848,0.00007489135,0.0008933494,0.0002362182,0.014090051],"category_scores_gemma":[0.00015679366,0.00056138093,0.00025909286,0.00033581269,0.00072938856,0.00026303012,0.0006425843,0.00067539245,0.000045986922],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013989108,0.0004399698,0.14841096,0.00013250089,0.00015904849,0.00022149953,0.791714,0.0077477815,0.0016006302,0.007109519,0.016933393,0.025390796],"study_design_scores_gemma":[0.00060601055,0.00008873165,0.15322763,0.0001274902,0.00023991456,0.000034759443,0.27486968,0.006500708,0.0000024584187,0.00024333902,0.56353146,0.0005277823],"about_ca_topic_score_codex":0.9962016,"about_ca_topic_score_gemma":0.9999345,"teacher_disagreement_score":0.5465981,"about_ca_system_score_codex":0.012295538,"about_ca_system_score_gemma":0.006011983,"threshold_uncertainty_score":0.99968374},"labels":[],"label_agreement":null},{"id":"W7027749651","doi":"","title":"Depolarizing Climate Change in the United States","year":2023,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Legislature; Hyperbole; Climate justice; Pride; Public opinion; Politics; State (computer science); Polarization (electrochemistry)","score_opus":0.28136716474067813,"score_gpt":0.4150404408606101,"score_spread":0.13367327611993196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027749651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9395198,0.00022635114,0.000002781564,0.019975316,0.00026064264,0.00043679212,0.00003327024,0.0003287454,0.039216295],"genre_scores_gemma":[0.97729313,0.015945219,0.0000400849,0.0058327042,0.00027141857,0.00011410165,0.0003401226,0.000013309906,0.00014990859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847114,0.00057258987,0.00016645232,0.00013836772,0.00026963302,0.00038180483],"domain_scores_gemma":[0.9992301,0.00027030555,0.000053072297,0.00032397948,0.000043446827,0.00007912674],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001687576,0.00008140255,0.000090676556,0.00013482748,0.00079712167,0.00019390823,0.00046884533,0.00008088329,0.00054012565],"category_scores_gemma":[0.00012501195,0.000067898356,0.00004138043,0.0014471523,0.00013820935,0.00026031362,0.000099201156,0.00023492464,0.0011683872],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039588514,0.00017080303,0.11877797,0.00007589696,0.000014029971,0.00003090827,0.41205963,0.00004210098,0.00055341644,0.44529316,0.0048778015,0.018064683],"study_design_scores_gemma":[0.00033349256,0.0000237078,0.08708359,0.00009187142,0.0000086523,0.0000012879186,0.073053315,0.0007921431,0.000007829902,0.0033341637,0.83504397,0.00022595268],"about_ca_topic_score_codex":0.046760757,"about_ca_topic_score_gemma":0.15824032,"teacher_disagreement_score":0.83016616,"about_ca_system_score_codex":0.0000700539,"about_ca_system_score_gemma":0.000014893228,"threshold_uncertainty_score":0.9996093},"labels":[],"label_agreement":null},{"id":"W7028474350","doi":"","title":"Framing Nature's Fury: Analysing the Reporting of the 2023 British Columbia Wildfires in Major North American Newspapers","year":2024,"lang":"de","type":"article","venue":"Unipub UB Graz (Universität Graz)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Newspaper; Umwelt; News media","score_opus":0.09007910354264224,"score_gpt":0.338139900240611,"score_spread":0.24806079669796877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7028474350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97996265,0.004750576,0.000009543624,0.007424171,0.0011957221,0.0004418977,0.00007755109,0.0000850737,0.00605281],"genre_scores_gemma":[0.9872083,0.008657697,0.00005731279,0.00041298976,0.00025549886,0.000004005446,0.00008626646,0.000029703458,0.0032882253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671817,0.0007288342,0.00081092754,0.0005202146,0.0006833544,0.00053853076],"domain_scores_gemma":[0.9972429,0.00044010193,0.0012224165,0.00079681934,0.00017149144,0.00012625896],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015262376,0.00020166377,0.00046156975,0.00023877434,0.0019307729,0.0009312823,0.0012840914,0.00021589606,0.00054757646],"category_scores_gemma":[0.0005737033,0.00022423985,0.00044202784,0.0062417407,0.0015366552,0.0007517463,0.00050188234,0.0012195287,0.000025234369],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031075644,0.00019505096,0.6518094,0.00023793602,0.000610359,0.00022823762,0.12338371,0.00014839794,0.00039479003,0.0015485757,0.01193017,0.20948233],"study_design_scores_gemma":[0.0002439565,0.000044423927,0.6878558,0.0007857399,0.00051213295,0.000010432185,0.2125229,0.0023997906,0.0000020176203,0.00036576812,0.0948342,0.00042289228],"about_ca_topic_score_codex":0.41834375,"about_ca_topic_score_gemma":0.9363331,"teacher_disagreement_score":0.5179894,"about_ca_system_score_codex":0.00045801286,"about_ca_system_score_gemma":0.000304778,"threshold_uncertainty_score":0.99936855},"labels":[],"label_agreement":null},{"id":"W7029330327","doi":"","title":"La biodiversité dans la presse écrite québécoise : une construction sociomédiatique complexe","year":2022,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Publics; Environmental policy; Western europe","score_opus":0.07673877585474474,"score_gpt":0.2855720283219102,"score_spread":0.20883325246716544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029330327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6422582,0.009226694,0.0028595782,0.0053709,0.0013330849,0.00048038116,0.00038351057,0.00006288352,0.33802477],"genre_scores_gemma":[0.98393476,0.010124141,0.00084874855,0.00003927923,0.000056860026,0.0000011924005,0.000047432753,0.000007930806,0.0049396385],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751884,0.0014032667,0.00023751213,0.00022982708,0.0004167242,0.0001938479],"domain_scores_gemma":[0.9989745,0.00022370378,0.00020437581,0.0003291684,0.00017254779,0.000095715135],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00049226184,0.00016401111,0.0002467135,0.00012003253,0.0026279497,0.000018873756,0.0009910172,0.00017916983,0.0008963925],"category_scores_gemma":[0.000033168293,0.0001940038,0.00031144277,0.0006708929,0.004765532,0.00028326092,0.0007815181,0.00040499147,0.000037467755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026390312,0.0014184876,0.013991415,0.0018268259,0.0002701724,0.000017838825,0.51596385,0.012907548,0.014726739,0.4085423,0.00794325,0.022127645],"study_design_scores_gemma":[0.0010669526,0.000086723565,0.070410274,0.00090699736,0.0003340055,0.00007074422,0.06272138,0.0051689856,0.0005491062,0.0012977781,0.85706776,0.00031930057],"about_ca_topic_score_codex":0.032856617,"about_ca_topic_score_gemma":0.1306174,"teacher_disagreement_score":0.8491245,"about_ca_system_score_codex":0.0020448582,"about_ca_system_score_gemma":0.00039263253,"threshold_uncertainty_score":0.9986705},"labels":[],"label_agreement":null},{"id":"W7029935136","doi":"","title":"Le discours des médias sur les catastrophes environnementales : évolution et caractérisation entre 1992 et 2013 : le cas du Québec","year":2019,"lang":"fr","type":"other","venue":"Archipelago (University of Quebec in Montreal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Western europe; Context (archaeology); Social impact","score_opus":0.08746879712294772,"score_gpt":0.2869306864904381,"score_spread":0.1994618893674904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029935136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8878236,0.0014679712,0.00043714567,0.03068322,0.00011431049,0.00055081374,0.00029032936,0.000039053055,0.07859358],"genre_scores_gemma":[0.9371227,0.01917993,0.00033776666,0.000057183614,0.000056165205,0.0000020851162,0.0006566816,0.00004308504,0.042544402],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99761164,0.0011360219,0.00024209428,0.0003825971,0.00029786077,0.0003298094],"domain_scores_gemma":[0.99857986,0.00037781755,0.0004425231,0.00043191074,0.000053651864,0.00011424317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044563,0.0002771617,0.00040579314,0.0002738843,0.00058248773,0.00003532769,0.0005551816,0.00026969865,0.0022858924],"category_scores_gemma":[0.000048219343,0.00036360565,0.00019991765,0.00019627488,0.00172957,0.0005704299,0.00024201475,0.0003247913,0.00026796502],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012987126,0.0009071381,0.05248441,0.00019375587,0.000106835134,0.00001554697,0.5802764,0.0007828163,0.00031298673,0.053926215,0.004335181,0.30652884],"study_design_scores_gemma":[0.000874936,0.00005157801,0.62690336,0.00032483236,0.00006660323,0.0000017177191,0.3346631,0.00047981407,0.000002121726,0.0010549347,0.035251576,0.00032546767],"about_ca_topic_score_codex":0.99896556,"about_ca_topic_score_gemma":0.9999654,"teacher_disagreement_score":0.5744189,"about_ca_system_score_codex":0.0008084546,"about_ca_system_score_gemma":0.0009727492,"threshold_uncertainty_score":0.99988157},"labels":[],"label_agreement":null},{"id":"W7030303626","doi":"","title":"Media and Climate Change Observatory Monthly Summary: Scientists fear Arctic heating could trigger a climate ‘tipping point’ - Issue 27, March 2019","year":2019,"lang":"en","type":"article","venue":"CU Scholar (University of Colorado Boulder)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Gestational period; Proteogenomics; Hyporeflexia; Diafiltration; Articular cartilage damage; Fusible alloy","score_opus":0.15740140205228126,"score_gpt":0.3447135789018955,"score_spread":0.18731217684961426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030303626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97814494,0.0015352757,0.000005106163,0.008859127,0.0005913655,0.00082962133,0.00018008893,0.00011843623,0.009736059],"genre_scores_gemma":[0.97080374,0.02552741,0.0012397772,0.00061139103,0.00018307725,0.000003113786,0.00020875223,0.000034419965,0.0013882909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976021,0.00059381395,0.00022242652,0.00042812777,0.0005670703,0.0005864371],"domain_scores_gemma":[0.9983764,0.00029108714,0.00027268354,0.00048461917,0.0003101632,0.00026501145],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027563756,0.00018513297,0.00039202644,0.00029902958,0.0017530421,0.00019257779,0.000631448,0.00026378164,0.0014624847],"category_scores_gemma":[0.00018961784,0.00024158404,0.000121935955,0.0006707752,0.0005804914,0.0017720215,0.0005201124,0.0005414568,0.00036488776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086230965,0.0005910885,0.62757146,0.0016333482,0.0001366975,0.00005182566,0.3067338,0.0000144012965,0.006004544,0.015108408,0.010776502,0.030515617],"study_design_scores_gemma":[0.0025434843,0.00019654658,0.5648131,0.0010162983,0.00012904954,0.0000040357395,0.120176755,0.0016476044,0.0000116997735,0.0003622718,0.3083668,0.0007323729],"about_ca_topic_score_codex":0.0040727174,"about_ca_topic_score_gemma":0.007153962,"teacher_disagreement_score":0.29759032,"about_ca_system_score_codex":0.00025570643,"about_ca_system_score_gemma":0.00010240106,"threshold_uncertainty_score":0.9995465},"labels":[],"label_agreement":null},{"id":"W7030606800","doi":"","title":"Natural disasters, climate change perceptions, and voting behaviour: a case study of the Canadian oil sands region following the Fort McMurray wildfire","year":2021,"lang":"en","type":"article","venue":"Graduate Institute Geneva Institutional Repository (Graduate Institute of International and Development Studies)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Oil sands; Climate change; Natural (archaeology); Voting; Oil exploration; Natural disaster","score_opus":0.37531226216347835,"score_gpt":0.3991239781427311,"score_spread":0.023811715979252746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030606800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862431,0.0012135459,0.000011940347,0.0048336308,0.005213453,0.00044704453,0.000023650377,0.000032305667,0.0019812852],"genre_scores_gemma":[0.9948394,0.0037803107,0.00032722543,0.0002697918,0.00029542664,0.00015366028,0.00007521531,0.00001253604,0.00024645793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714583,0.00022251293,0.0008051319,0.0004675112,0.0009966881,0.00036230183],"domain_scores_gemma":[0.99837744,0.0000753257,0.00037705863,0.000332693,0.0006690446,0.00016841808],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007661612,0.00029951448,0.00035110264,0.00019487506,0.006339347,0.00016729474,0.0004425007,0.000104257684,0.000004040925],"category_scores_gemma":[0.0002539628,0.00022328807,0.00014258514,0.00038965893,0.0014689753,0.0007259763,0.0005276998,0.0003503861,0.0000023214461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013975694,0.0009908717,0.57195216,0.00028779256,0.0017096121,0.0026935681,0.32486743,0.00029285648,0.00038358264,0.01656006,0.00045550364,0.0796668],"study_design_scores_gemma":[0.0032211284,0.00011140015,0.67139333,0.0018126565,0.0005158869,0.0049584196,0.238039,0.00028314072,0.00021063777,0.000111263515,0.07816333,0.0011798142],"about_ca_topic_score_codex":0.063428774,"about_ca_topic_score_gemma":0.5016239,"teacher_disagreement_score":0.43819514,"about_ca_system_score_codex":0.0006161583,"about_ca_system_score_gemma":0.00090178015,"threshold_uncertainty_score":0.9949543},"labels":[],"label_agreement":null},{"id":"W7034557603","doi":"","title":"Unpacking how instructors’ past experiences influence pedagogical decisions","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unpacking; Qualitative research; Recall; Grounded theory; Context effect; Semi-structured interview; Educational research","score_opus":0.7232579601516721,"score_gpt":0.4980128280238869,"score_spread":0.22524513212778519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034557603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995322,0.000024199559,0.000058474954,0.0021139374,0.00034835358,0.00021829605,0.000013766363,0.0005109788,0.0013899915],"genre_scores_gemma":[0.9919933,0.0013340117,0.000023618524,0.0002188467,0.00017795122,0.000004579888,0.000036922862,0.000019157631,0.0061916094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975678,0.00062275975,0.00018389327,0.00043870273,0.0006431092,0.0005437413],"domain_scores_gemma":[0.99834937,0.00039331958,0.00015002981,0.00053536345,0.00021925756,0.00035263808],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007003864,0.00020358714,0.00021755137,0.00053954433,0.001564355,0.0006425251,0.001287163,0.00023451236,0.00020307401],"category_scores_gemma":[0.00036772754,0.00022329266,0.00012239661,0.0016912416,0.00051560113,0.0021740836,0.0005271519,0.00041017868,0.00059299916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018069306,0.000027141201,0.9149752,0.0000054110483,0.000008453566,0.00004065718,0.081337474,0.000007688256,0.00030403916,0.00044413138,0.0000036230415,0.0028280606],"study_design_scores_gemma":[0.00028128878,0.000031145635,0.8025555,0.000106622014,0.000013724172,0.000003530566,0.15151082,3.4272892e-7,0.000040855444,0.00013432076,0.045045964,0.0002758733],"about_ca_topic_score_codex":0.00002931786,"about_ca_topic_score_gemma":0.009135449,"teacher_disagreement_score":0.11241973,"about_ca_system_score_codex":0.00024446807,"about_ca_system_score_gemma":0.000115145245,"threshold_uncertainty_score":0.9997355},"labels":[],"label_agreement":null},{"id":"W7040569124","doi":"","title":"On the Brink","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Face (sociological concept); Arctic; Identity (music); Gateway (web page)","score_opus":0.13225227323820313,"score_gpt":0.2938928396470555,"score_spread":0.16164056640885235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7040569124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8648455,0.000027312408,0.00002384545,0.005682506,0.000044133532,0.00010230131,0.000013690249,0.000042438587,0.12921824],"genre_scores_gemma":[0.99607867,0.0010285731,0.000033237844,0.0005070353,0.000024537383,8.810344e-8,0.0000053550057,0.0000017913635,0.0023206985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994899,0.00011336926,0.00003814309,0.000093358234,0.00015996135,0.00010526597],"domain_scores_gemma":[0.9995692,0.00007874853,0.000042708652,0.00019463104,0.000068959074,0.00004576925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027017124,0.000012880968,0.00006033568,0.0000124407425,0.00066218304,0.00007169844,0.00033397516,0.000046934347,0.0014219465],"category_scores_gemma":[0.00004959156,0.000041154086,0.000051969793,0.00016301424,0.00022579102,0.00010089672,0.000025570775,0.00007471824,0.00008846265],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029905023,0.00006445785,0.00068290863,0.000001761241,0.0000029928958,0.0000037256398,0.0040195333,5.122775e-7,0.0000443717,0.000494724,0.016084986,0.97859704],"study_design_scores_gemma":[0.00013276482,0.000030839077,0.97177756,0.0000334716,0.0000044564263,0.0000010487647,0.010157614,0.000017709084,5.3470615e-8,0.0030943474,0.014696114,0.000053997173],"about_ca_topic_score_codex":0.11546694,"about_ca_topic_score_gemma":0.63780755,"teacher_disagreement_score":0.97854304,"about_ca_system_score_codex":0.00004810271,"about_ca_system_score_gemma":0.000026341022,"threshold_uncertainty_score":0.9994909},"labels":[],"label_agreement":null},{"id":"W7043356634","doi":"","title":"Solutions Journalism vs. Solutions-Oriented: Intentionality of Canadian Alternative Media in Building Climate Solutions Frames","year":2023,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Alternative media; Technical Journalism; Thematic analysis; Citizen journalism; Climate change; Content analysis","score_opus":0.3199156160171098,"score_gpt":0.42068863485473623,"score_spread":0.1007730188376264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043356634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8488132,0.0005211453,0.000032709533,0.004645011,0.0032846031,0.00087650993,0.00044294607,0.00015313209,0.14123075],"genre_scores_gemma":[0.9639111,0.02598557,0.000038721682,0.000010794961,0.00043323258,0.000018274239,0.0008100896,0.0000428375,0.008749362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99387217,0.0022808164,0.00057800504,0.00055075774,0.0011900433,0.0015282176],"domain_scores_gemma":[0.9965101,0.0008581106,0.0003932171,0.00057187007,0.0010603438,0.0006063543],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003821087,0.00025035595,0.00043530177,0.006965195,0.00438908,0.00016487032,0.0011639363,0.00054857804,0.0004281531],"category_scores_gemma":[0.0009543768,0.00032993403,0.00031087775,0.004586409,0.00096082315,0.00052441796,0.00031834005,0.0017334619,0.00008344662],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004699579,0.0004549261,0.056793638,0.00033183952,0.00033633504,0.00033393688,0.076994814,0.00012682503,0.0020665673,0.8559551,0.0045672827,0.0015687331],"study_design_scores_gemma":[0.0011385222,0.00015334612,0.59095365,0.001727097,0.00015618537,0.0000088052575,0.26247218,0.0005111911,0.00025005217,0.011448045,0.13023469,0.00094623555],"about_ca_topic_score_codex":0.8859384,"about_ca_topic_score_gemma":0.9942034,"teacher_disagreement_score":0.8445071,"about_ca_system_score_codex":0.0040960577,"about_ca_system_score_gemma":0.0032596202,"threshold_uncertainty_score":0.99991524},"labels":[],"label_agreement":null},{"id":"W7043640843","doi":"","title":"Social Values and the Governance of Science","year":2005,"lang":"en","type":"other","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Corporate governance; Science policy; European union; Formative assessment; Public policy; Social science education; Social policy","score_opus":0.19653480779304489,"score_gpt":0.46361854148458975,"score_spread":0.26708373369154487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043640843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62591827,0.0013770615,0.0000023268638,0.025310598,0.0002631776,0.0008224695,0.0005790013,0.00001998001,0.3457071],"genre_scores_gemma":[0.9272693,0.062823795,0.0007029373,0.00048422377,0.0009348423,0.00001707742,0.00000873101,0.00005653382,0.007702584],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99398404,0.00034656381,0.0011474151,0.0010762317,0.00085298,0.0025927857],"domain_scores_gemma":[0.9937724,0.0012479869,0.00061464414,0.0007955538,0.00080710463,0.0027623049],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.016304018,0.0003505796,0.0010040649,0.0010131738,0.0017465011,0.00065196457,0.0025692228,0.00032664143,0.0009317619],"category_scores_gemma":[0.0053672884,0.0002870525,0.00015913571,0.0012425667,0.09482795,0.0009933412,0.0016167958,0.0007964502,0.000022069336],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006128114,0.0001012442,0.0011452012,0.000055203982,0.0000115706325,1.9814485e-7,0.00044062771,0.000002029793,0.00010232586,0.9940472,0.00044691688,0.0035861924],"study_design_scores_gemma":[0.0073527084,0.0010408533,0.11254509,0.0009113399,0.00019458182,0.00003597689,0.024526373,0.011374017,0.0010887645,0.4706852,0.3678593,0.0023857795],"about_ca_topic_score_codex":0.020784315,"about_ca_topic_score_gemma":0.004608131,"teacher_disagreement_score":0.523362,"about_ca_system_score_codex":0.00092397316,"about_ca_system_score_gemma":0.0058950544,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W7045109364","doi":"","title":"Addressing Climo-Skepticism: Towards an Integrated Repository of Climate Change Research Findings","year":2010,"lang":"en","type":"article","venue":"NPARC","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Climate change; Government (linguistics); Sustainability; Agency (philosophy); Qualitative research","score_opus":0.6609961197456871,"score_gpt":0.5341961389345138,"score_spread":0.12679998081117327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045109364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71671736,0.000016383137,0.0000032029764,0.0020193323,0.0003675987,0.0002115563,0.000017117523,0.00007678766,0.2805707],"genre_scores_gemma":[0.9961435,0.0014684126,0.0014806746,0.00009763657,0.00039486302,0.00004559258,0.000042859287,0.000014979915,0.0003114393],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979941,0.0006497206,0.00024720113,0.00020136347,0.00051930436,0.0003882959],"domain_scores_gemma":[0.9986462,0.00016901596,0.000083840845,0.00047800745,0.00046594697,0.00015700536],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032551377,0.00008293106,0.0001464633,0.00019340804,0.0010122935,0.00012776958,0.0005254497,0.00020253118,0.0019944801],"category_scores_gemma":[0.00040290097,0.00008021753,0.000051188872,0.00047278596,0.0007089123,0.00036951108,0.00013192932,0.00056904537,0.000049877985],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008068045,0.0002890616,0.0066400464,0.00006099167,0.000007585608,0.0000040047635,0.19394128,1.0282132e-7,0.4869603,0.027653342,0.001080252,0.28328234],"study_design_scores_gemma":[0.0016983856,0.0008072547,0.19485524,0.0010384924,0.00007652826,0.000018954057,0.23033191,0.0021217612,0.021262709,0.0141195,0.5323455,0.0013237813],"about_ca_topic_score_codex":0.0024063883,"about_ca_topic_score_gemma":0.0060107876,"teacher_disagreement_score":0.53126526,"about_ca_system_score_codex":0.000074931224,"about_ca_system_score_gemma":0.00009440316,"threshold_uncertainty_score":0.9989178},"labels":[],"label_agreement":null},{"id":"W7045794169","doi":"","title":"Biden’s Made Progress on Climate, Even if Activists Can’t See It - Freenewstoday - Breaking news and 24/7 live Streaming news. Latest news of USA, Great Britain, Canada , Australia and other world.","year":2021,"lang":"en","type":"other","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; News media; Headline; Social media; Government (linguistics)","score_opus":0.2146735249110059,"score_gpt":0.39802089523767265,"score_spread":0.18334737032666676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045794169","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11955704,0.0020844843,0.0000048474635,0.015026118,0.00090981415,0.0020281803,0.0010755594,0.000173179,0.85914075],"genre_scores_gemma":[0.11120285,0.007071117,0.0007527125,0.00146039,0.00056873786,0.00007277763,0.00030148219,0.00026808085,0.87830186],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976797,0.00037452884,0.0003878352,0.0005676215,0.00046126032,0.00052902295],"domain_scores_gemma":[0.99843574,0.00021244648,0.0004527022,0.0005589929,0.00007690654,0.0002632173],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023394861,0.00039519923,0.0005562084,0.00024834715,0.00030165617,0.00021243069,0.00035956767,0.0003255882,0.024096977],"category_scores_gemma":[0.000060494032,0.0003858355,0.000070303664,0.000337549,0.00039055434,0.00008772371,0.00020225595,0.0003049668,0.000018023979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038511116,0.00012521258,0.36759162,0.00046752524,0.00016542405,0.000024490988,0.014576943,0.0000029566477,0.000101174555,0.00089680456,0.58448035,0.031528983],"study_design_scores_gemma":[0.00042478778,0.000040742645,0.032113343,0.0013887179,0.00007132863,0.0000061374776,0.015948953,0.0000069692464,0.000011174525,0.000022280023,0.94939595,0.00056960137],"about_ca_topic_score_codex":0.98617786,"about_ca_topic_score_gemma":0.999717,"teacher_disagreement_score":0.3649156,"about_ca_system_score_codex":0.00042216183,"about_ca_system_score_gemma":0.0003157187,"threshold_uncertainty_score":0.99985933},"labels":[],"label_agreement":null},{"id":"W7066121500","doi":"","title":"Extreme environmental events induced by climate change : communicating risk with rural communties in the Canadian prairies","year":2009,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Vulnerability (computing); Environmental change; Extreme weather; Effects of global warming; Rural population; Risk communication","score_opus":0.16538831482730107,"score_gpt":0.305691746934311,"score_spread":0.14030343210700993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7066121500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97469956,0.00041610972,2.9237813e-7,0.0059679053,0.00005441589,0.00055449735,0.00015604837,0.00002464248,0.018126512],"genre_scores_gemma":[0.9845908,0.013485934,0.00006530297,0.000097456454,0.00002495738,0.000003384927,0.0015592644,0.00001258251,0.00016031574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817955,0.0008724168,0.000110696325,0.00013512894,0.00038822828,0.0003139452],"domain_scores_gemma":[0.9988626,0.000109096654,0.00037050014,0.0005405142,0.00003832687,0.00007893128],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00068264536,0.00016906294,0.00023017875,0.00018696496,0.0023243476,0.00005402716,0.0011706079,0.00025346444,0.000032212854],"category_scores_gemma":[0.00001794008,0.000180528,0.00006552641,0.00021945908,0.0002418094,0.00031012108,0.00006689242,0.0005764035,0.00002272491],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001805669,0.00025511527,0.4969731,0.00007045712,0.000047308364,0.0000047944413,0.46255386,0.0000010085382,0.00008621829,0.00056746986,0.0013109474,0.037949163],"study_design_scores_gemma":[0.00018103415,0.000038487127,0.5154959,0.000136053,0.000030603762,2.6173916e-7,0.4760837,0.000008934972,6.0664206e-7,0.000027761982,0.007870737,0.00012591339],"about_ca_topic_score_codex":0.8648283,"about_ca_topic_score_gemma":0.99991983,"teacher_disagreement_score":0.13509157,"about_ca_system_score_codex":0.00049634505,"about_ca_system_score_gemma":0.000087216205,"threshold_uncertainty_score":0.9989745},"labels":[],"label_agreement":null},{"id":"W7067037305","doi":"","title":"Le scepticisme climatique dans l’opinion publique au Canada : une analyse empirique","year":2021,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Western europe; Environmental policy; Climate policy","score_opus":0.045760050380731554,"score_gpt":0.2732279456738864,"score_spread":0.22746789529315486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7067037305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65660536,0.006598863,0.0002801566,0.013172341,0.002992956,0.0005038299,0.00026294205,0.00011198527,0.31947157],"genre_scores_gemma":[0.93891203,0.009934982,0.00034323515,0.00073653436,0.0005672975,0.000057798014,0.0056137363,0.000047701426,0.0437867],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99588627,0.0010261824,0.0006903159,0.00073843903,0.0009717653,0.0006870412],"domain_scores_gemma":[0.9968861,0.00026576963,0.0006899663,0.0007237591,0.0008354476,0.00059899956],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000488754,0.00051851553,0.0005799904,0.00027097686,0.015730096,0.0001400184,0.0008528741,0.00079565844,0.00032233968],"category_scores_gemma":[0.00017397013,0.0006834247,0.00041026087,0.00128501,0.00062879024,0.0006528315,0.00024483417,0.0007643323,0.000034519755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003109865,0.00062186475,0.05380628,0.0004947693,0.00052827084,0.00073496765,0.64237887,0.0024409457,0.011458797,0.2788314,0.003220505,0.0051723258],"study_design_scores_gemma":[0.00062610256,0.000052904004,0.112684436,0.0005637219,0.00020506537,0.00011484494,0.6562006,0.001189061,0.0010686896,0.00033984147,0.22612745,0.0008272972],"about_ca_topic_score_codex":0.99655837,"about_ca_topic_score_gemma":0.999606,"teacher_disagreement_score":0.28230667,"about_ca_system_score_codex":0.028014163,"about_ca_system_score_gemma":0.04020038,"threshold_uncertainty_score":0.99956167},"labels":[],"label_agreement":null},{"id":"W7070745170","doi":"","title":"Public perception and valuation of UV health risks in low and high risk countries","year":2001,"lang":"en","type":"book","venue":"ePrints Soton (University of Southampton)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Willingness to pay; Risk perception; Contingent valuation; Public health; Valuation (finance); Health risk; Sunbathing; Perception","score_opus":0.36968211211360547,"score_gpt":0.3667128135275446,"score_spread":0.0029692985860608756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070745170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93343216,0.00024479843,0.00040580757,0.0026182455,0.00010114817,0.0007331907,0.0002190657,0.000044808112,0.062200796],"genre_scores_gemma":[0.89110655,0.086586475,0.0003334633,0.000044024502,0.000047416404,8.963581e-7,0.00025757213,0.000013109885,0.021610495],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985404,0.00042114736,0.00022207394,0.00027339155,0.0003594553,0.00018350712],"domain_scores_gemma":[0.9986789,0.00012844491,0.00060616137,0.00026839715,0.0002037205,0.00011435935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015598399,0.00013377683,0.00035909298,0.0003477252,0.00045263575,0.00002789008,0.00023263942,0.000307597,0.002449984],"category_scores_gemma":[0.00007316246,0.00018154549,0.000057605423,0.00014270796,0.00082794717,0.00025451515,0.00017025435,0.0002845248,0.000035116005],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015982984,0.00021173284,0.33595273,0.00077437836,0.0000779252,0.000002163465,0.46150747,0.0000117359505,0.000011108804,0.017642021,0.00076908455,0.1828798],"study_design_scores_gemma":[0.0010914656,0.00008280625,0.8844919,0.00058104313,0.000047081616,9.2236286e-7,0.07356295,0.0001955071,3.6678514e-7,0.009497512,0.03016099,0.00028742105],"about_ca_topic_score_codex":0.04783859,"about_ca_topic_score_gemma":0.05060166,"teacher_disagreement_score":0.5485392,"about_ca_system_score_codex":0.00041779623,"about_ca_system_score_gemma":0.00035076283,"threshold_uncertainty_score":0.9984619},"labels":[],"label_agreement":null},{"id":"W7071437864","doi":"","title":"The Social and Psychological Foundations of Climate Solutions","year":2012,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Alberta","keywords":"Ideology; Incentive; Identity (music); Action (physics); Politics; Focus (optics); Behavioural sciences; Climate change; Public policy; Social identity theory","score_opus":0.24993825839933043,"score_gpt":0.35036098175120445,"score_spread":0.10042272335187402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7071437864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5561014,0.00011832121,0.000004524085,0.0033473214,0.00016693275,0.00011249647,0.00008455847,0.000032297656,0.44003215],"genre_scores_gemma":[0.99694186,0.0006017845,0.000015840476,0.00001905213,0.000057176123,4.8032507e-7,0.00001336122,0.0000037528885,0.00234669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932516,0.00022013548,0.000115008545,0.00006027114,0.00010991056,0.00016953635],"domain_scores_gemma":[0.9993618,0.00020544279,0.00012868394,0.00021846766,0.000024108613,0.00006148206],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00010503849,0.000049800023,0.00007351547,0.00005237398,0.0023369945,0.00008007348,0.0004568945,0.000058760914,0.000027081744],"category_scores_gemma":[0.00002635192,0.000037784874,0.00009216594,0.00030885867,0.0010508,0.00085079396,0.00032058693,0.00008841343,0.0000039179467],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007126562,0.00047068307,0.40493122,0.000018636356,0.000053194664,9.159136e-7,0.017515074,0.0000010137038,0.00013908639,0.560084,0.004004888,0.0127100255],"study_design_scores_gemma":[0.00020655338,0.00003467934,0.37161908,0.000026848962,0.00003756084,0.0000041837825,0.020385038,0.000007017666,0.000041412648,0.0008312792,0.6066768,0.00012955669],"about_ca_topic_score_codex":0.00003730482,"about_ca_topic_score_gemma":0.00009648573,"teacher_disagreement_score":0.6026719,"about_ca_system_score_codex":0.000024981884,"about_ca_system_score_gemma":0.000028501383,"threshold_uncertainty_score":0.9989618},"labels":[],"label_agreement":null},{"id":"W7073617080","doi":"","title":"Canadian Newspaper Coverage of Climate Change or Global Warming, 2000-2018 - June 2018","year":2018,"lang":"en","type":"article","venue":"CU Scholar (University of Colorado Boulder)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Newspaper; Data source; Observatory; Global warming","score_opus":0.19639562497920154,"score_gpt":0.3653363323335981,"score_spread":0.16894070735439654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073617080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83531076,0.00026152364,0.00005448532,0.009371809,0.00075945444,0.0005267402,0.00047299147,0.00007945466,0.15316278],"genre_scores_gemma":[0.98183215,0.012370429,0.00074949267,0.0007384381,0.00024867625,0.0000011072771,0.00006494207,0.000013445563,0.003981331],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986136,0.00027695906,0.00015761772,0.00022170947,0.0003120384,0.00041810202],"domain_scores_gemma":[0.99867296,0.000040082552,0.00020775506,0.0004218327,0.0003158957,0.00034149614],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006927479,0.00012563374,0.00024742642,0.00016507733,0.0014926706,0.000051634852,0.0006940732,0.00025174575,0.0072053354],"category_scores_gemma":[0.00009866494,0.00015113909,0.000100074336,0.00070723717,0.00076382613,0.00082717196,0.00016978236,0.00018798295,0.00034328937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016370123,0.00093613967,0.15048286,0.00036477856,0.00025342562,0.00008464148,0.413631,0.000003216197,0.0015057758,0.025582654,0.11701565,0.28850287],"study_design_scores_gemma":[0.00069444405,0.00017230758,0.06566133,0.000087701716,0.00005421726,0.0000021681844,0.029307736,0.000048338447,0.000007846372,0.00024874706,0.90349334,0.00022181288],"about_ca_topic_score_codex":0.29256856,"about_ca_topic_score_gemma":0.9084091,"teacher_disagreement_score":0.7864777,"about_ca_system_score_codex":0.0006988701,"about_ca_system_score_gemma":0.0005570559,"threshold_uncertainty_score":0.99980724},"labels":[],"label_agreement":null},{"id":"W7090933820","doi":"10.6084/m9.figshare.30352990","title":"Performing ‘the scientist,’ credibly and authentically: understanding how scientists manage their self-presentation on social media","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Foregrounding; Reflexivity; Impression management; Credibility; Social media; Thematic analysis; Construct (python library); Negotiation; Narrative; Identity (music)","score_opus":0.5993323869989999,"score_gpt":0.44637941740664305,"score_spread":0.15295296959235688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7090933820","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16501598,0.00085597136,0.000206097,0.13235362,0.0035292418,0.0031492559,0.043173436,0.0013362664,0.65038013],"genre_scores_gemma":[0.9945982,0.000100947385,0.000028687635,0.00029104168,0.00018113948,0.000045811612,0.0036813251,0.0000067745646,0.0010660881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902767,0.00017041189,0.000091184935,0.00018791991,0.00030659203,0.00021619658],"domain_scores_gemma":[0.99913293,0.0005126001,0.0000611362,0.00016494651,0.000075720236,0.000052667696],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040317283,0.000080948375,0.00007671764,0.00014510757,0.0026266037,0.0006624163,0.0003438505,0.000073578034,0.010285783],"category_scores_gemma":[0.0008030322,0.00006602646,0.000043839416,0.00054060813,0.00011771435,0.00022766103,0.00017279082,0.00013098067,0.00009698989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025887337,0.00012352818,0.00043408034,0.00028606955,0.00004524341,0.0000036586985,0.2775277,0.0000012030946,0.0001702769,0.11338809,0.54922426,0.058770023],"study_design_scores_gemma":[0.0007598562,0.000022247676,0.053864103,0.0013476661,0.000046553254,0.0000015053988,0.18263623,0.0027902082,0.00006900797,0.010570583,0.7474772,0.00041484108],"about_ca_topic_score_codex":0.000012765252,"about_ca_topic_score_gemma":0.0010096845,"teacher_disagreement_score":0.8295822,"about_ca_system_score_codex":0.00022802735,"about_ca_system_score_gemma":0.000054700595,"threshold_uncertainty_score":0.9986718},"labels":[],"label_agreement":null},{"id":"W7095887425","doi":"","title":"DISPATCHES Media Effects on Students during SARS Outbreak","year":2012,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Sensationalism; Outbreak; Sample (material); Population; Computer-assisted web interviewing; Public health; Mass media","score_opus":0.33723221239599704,"score_gpt":0.4697103301108657,"score_spread":0.13247811771486867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095887425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9248191,0.00003929355,0.0000029272283,0.0011666042,0.00038030292,0.000113780836,0.0000011423167,0.000084689615,0.07339217],"genre_scores_gemma":[0.99705356,0.0008569611,0.000033730466,0.0003306886,0.00037288992,0.000015290336,0.000008050935,0.000005781358,0.0013230179],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920285,0.00015930922,0.000070043294,0.00006673378,0.0002887671,0.00021228618],"domain_scores_gemma":[0.99947745,0.00019912052,0.000025236759,0.00016925136,0.000016296197,0.00011263232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038721686,0.00005446531,0.00006377579,0.00003589647,0.00031195412,0.000044165634,0.0002283177,0.00004966843,0.0007740377],"category_scores_gemma":[0.0001273104,0.00004689491,0.000030658273,0.00008750279,0.00004697992,0.00015382936,0.00007063018,0.0000615559,0.0007371837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016462494,0.00025834833,0.7951575,0.000021767313,0.000010463904,3.9785354e-7,0.17205252,1.7657082e-7,0.0016881562,0.004168901,0.0011785743,0.025446737],"study_design_scores_gemma":[0.00018268336,0.0000075188973,0.97795415,0.000023355744,0.0000052311875,1.08459325e-7,0.008845334,6.4190135e-7,0.0006484608,0.00006481353,0.012180726,0.0000869671],"about_ca_topic_score_codex":0.00067170645,"about_ca_topic_score_gemma":0.002859029,"teacher_disagreement_score":0.18279667,"about_ca_system_score_codex":0.00008459822,"about_ca_system_score_gemma":0.000005151751,"threshold_uncertainty_score":0.94752514},"labels":[],"label_agreement":null},{"id":"W7096246700","doi":"","title":"United Nations IPCC Climate Alarmists Discredited Yet Again Propaganda Disguised as Science and Sold by Supporters of Climate Change","year":2011,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Credibility; Climate change; Government (linguistics); Work (physics); Global warming; Climate justice","score_opus":0.32829156540769766,"score_gpt":0.4132667765759517,"score_spread":0.08497521116825402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096246700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6157036,0.000069638496,0.00001832472,0.004396839,0.00028507694,0.00095721264,0.00035494386,0.00022312539,0.37799126],"genre_scores_gemma":[0.9811984,0.017370516,0.00026203017,0.0005277196,0.000037666698,0.00006521034,0.00021221455,0.00001344139,0.00031282668],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983085,0.00016191383,0.00029451112,0.0002682383,0.00051760144,0.00044922956],"domain_scores_gemma":[0.99873835,0.00009806415,0.00017295874,0.00033914318,0.0004225971,0.00022887676],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015995866,0.0001283402,0.00015827462,0.00074500375,0.0010296034,0.00009287044,0.0004490727,0.000082751845,0.0011707217],"category_scores_gemma":[0.00039884052,0.00011524811,0.000036007492,0.0024265219,0.0013686392,0.0005958709,0.00020624092,0.00009498398,0.000032874177],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003025771,0.0015316424,0.07372523,0.00035989855,0.0000516355,0.000008280377,0.5009186,2.602921e-7,0.04005535,0.32738078,0.009086032,0.046579707],"study_design_scores_gemma":[0.0063875173,0.0011983523,0.25587052,0.00093971286,0.0003099486,0.000020191394,0.32167307,0.003845428,0.011710173,0.0035939477,0.39123532,0.0032158215],"about_ca_topic_score_codex":0.004398054,"about_ca_topic_score_gemma":0.004937856,"teacher_disagreement_score":0.38214928,"about_ca_system_score_codex":0.00007636515,"about_ca_system_score_gemma":0.000090271744,"threshold_uncertainty_score":0.9997423},"labels":[],"label_agreement":null},{"id":"W7096423175","doi":"","title":"Networks, Social Influence, and Concern about Climate Change:","year":2015,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Action (physics); Climate change; Sample (material); General Social Survey; Social environment; Logistic regression","score_opus":0.6442620183694862,"score_gpt":0.49467285864356286,"score_spread":0.1495891597259233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096423175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50268936,0.0010186782,0.00005296939,0.012685661,0.00034741682,0.00036467437,0.000010228191,0.00028139263,0.48254964],"genre_scores_gemma":[0.9868348,0.010124086,0.00006228449,0.0018249761,0.00060118135,0.000025728687,0.000014312978,0.000006033062,0.0005065866],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993022,0.00014113057,0.00009809013,0.00009751025,0.00015021612,0.00021085363],"domain_scores_gemma":[0.9995873,0.000036349127,0.00004498798,0.000091398644,0.000109226916,0.0001307254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005916704,0.000056237735,0.00008113825,0.00002679886,0.00049779296,0.00010194741,0.0001326645,0.000087565255,0.00032115442],"category_scores_gemma":[0.000044264878,0.00005414948,0.000017894055,0.00014440068,0.0002704129,0.0002590416,0.00008910704,0.00007192207,0.00007999067],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000541373,0.000079271056,0.114001855,0.000017755054,0.000011172502,0.0000016373284,0.3171979,0.000009294394,0.000021764014,0.26173812,0.015023957,0.29184315],"study_design_scores_gemma":[0.0006597583,0.00003901132,0.13599367,0.000024530233,0.000013836777,0.000001064977,0.04625373,0.0009310628,8.219223e-7,0.0014675773,0.8143318,0.00028311586],"about_ca_topic_score_codex":0.00204836,"about_ca_topic_score_gemma":0.0067374147,"teacher_disagreement_score":0.7993079,"about_ca_system_score_codex":0.00005039298,"about_ca_system_score_gemma":0.000022773424,"threshold_uncertainty_score":0.38286713},"labels":[],"label_agreement":null},{"id":"W7096425836","doi":"","title":"and To be published in the American Review of Canadian Studies","year":2005,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Newspaper; Misinformation; Notice; Thematic analysis; Public health; Content analysis","score_opus":0.6661897574323751,"score_gpt":0.5322436898556102,"score_spread":0.13394606757676486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096425836","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10065433,0.0047745532,1.6402218e-7,0.7149272,0.00001070326,0.00016278587,0.0000021697065,0.000004715605,0.17946339],"genre_scores_gemma":[0.49192208,0.44432852,0.00020127742,0.06314148,0.00003040038,0.00001562834,0.0000025550469,0.0000011497889,0.00035692973],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963427,0.00012604451,0.00007090369,0.000036454698,0.000068122055,0.00006420983],"domain_scores_gemma":[0.99972236,0.00006923749,0.000021172904,0.00010149158,0.00004562661,0.000040082265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008292084,0.000018215836,0.00006563193,0.000084666186,0.00007693702,0.0000140735565,0.00012321261,0.0000052047353,0.0004694467],"category_scores_gemma":[0.00031507647,0.000011985923,0.000007677594,0.00055537553,0.00009937711,0.000057010013,0.000014398352,0.000023217368,0.000004925126],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000200678,0.000027610573,0.00803668,0.00014779008,0.0000063495754,1.9131303e-7,0.34436524,2.0208236e-7,0.000016178494,0.026066102,0.28405833,0.3372733],"study_design_scores_gemma":[0.000013384308,0.0000061223054,0.018541915,0.000079132034,0.0000014399445,6.3887114e-8,0.0671567,5.7509436e-7,3.5928952e-7,0.000029926005,0.9141507,0.000019685007],"about_ca_topic_score_codex":0.4287751,"about_ca_topic_score_gemma":0.99139285,"teacher_disagreement_score":0.65178573,"about_ca_system_score_codex":0.0000393341,"about_ca_system_score_gemma":0.00002769995,"threshold_uncertainty_score":0.5750287},"labels":[],"label_agreement":null},{"id":"W7096744781","doi":"","title":"DOI:10.1068/d378 Polar bears and energy-efficient lightbulbs: strategies to bring climate change home","year":2003,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Political economy of climate change; Politics; Argument (complex analysis); Focus (optics); Energy (signal processing); Object (grammar)","score_opus":0.28815672415160487,"score_gpt":0.39968572317095247,"score_spread":0.1115289990193476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096744781","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47757524,0.0008706501,0.00020278947,0.004795797,0.0002489227,0.0002322591,0.000017756434,0.00021801163,0.51583856],"genre_scores_gemma":[0.98960066,0.0063034655,0.00048478358,0.0008665912,0.00013043558,0.000026810385,0.000012387688,0.00001449837,0.002560382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998785,0.00020674983,0.00016577826,0.00022235814,0.00023743737,0.00038267154],"domain_scores_gemma":[0.9993475,0.00007390062,0.000046430843,0.00025429114,0.00007663478,0.000201226],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006139419,0.00011753263,0.00013316057,0.00012222462,0.0005427931,0.00028069512,0.00019101925,0.00008776297,0.0038895067],"category_scores_gemma":[0.000045011493,0.000113138725,0.000039479062,0.000313895,0.00009133886,0.0002227099,0.000089724475,0.00007166954,0.00035757202],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028148284,0.00021519637,0.003022194,0.000041790237,0.000017069506,0.0000037525663,0.11046222,0.000039428367,0.0014914167,0.85025275,0.0018499261,0.0325761],"study_design_scores_gemma":[0.00035417324,0.00010243773,0.014367834,0.00007830713,0.00001789222,0.0000031595932,0.0743261,0.00024549736,0.00014009008,0.0012039355,0.9086354,0.00052519876],"about_ca_topic_score_codex":0.0033091344,"about_ca_topic_score_gemma":0.01105949,"teacher_disagreement_score":0.9067854,"about_ca_system_score_codex":0.000080157944,"about_ca_system_score_gemma":0.000032981625,"threshold_uncertainty_score":0.9970211},"labels":[],"label_agreement":null},{"id":"W7097359354","doi":"","title":"Science writers ’ reactions to a medical ‘‘breakthrough’ ’ story","year":2016,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comprehension; Attribution; Optimism; Headline; Medical science; Skepticism; Medical literature; Sample (material)","score_opus":0.4892676448147795,"score_gpt":0.5142697171859598,"score_spread":0.025002072371180295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097359354","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08256673,0.000011621105,0.0020538324,0.25337556,0.00043901015,0.00015005562,0.0000030610963,0.00020173016,0.6611984],"genre_scores_gemma":[0.96618164,0.0010342104,0.0005909634,0.0038362972,0.00018917375,0.000017794608,7.667732e-7,0.0000045161205,0.028144656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891526,0.000109149405,0.0000869302,0.00014103958,0.00054780283,0.00019981847],"domain_scores_gemma":[0.9990237,0.00019103446,0.000019658697,0.00024998057,0.0001079505,0.00040768727],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016955417,0.00003775841,0.00004532727,0.00014400441,0.0008303062,0.000040503703,0.00043576965,0.00004569703,0.015966495],"category_scores_gemma":[0.0015396762,0.000025969868,0.000022221266,0.00057671807,0.0007379448,0.0002927702,0.00008926136,0.00005429124,0.001258802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012249865,0.00012196804,0.0012598305,0.000003337565,0.0000036569736,0.0000011290936,0.052443217,1.2694223e-7,0.025086902,0.31969315,0.043179724,0.5581947],"study_design_scores_gemma":[0.00007520627,0.000014088837,0.002771299,0.000025283207,9.672045e-7,7.4207554e-7,0.005789425,0.0000032040118,0.00003163701,0.00021650096,0.9910117,0.000059961236],"about_ca_topic_score_codex":0.0010229324,"about_ca_topic_score_gemma":0.005829808,"teacher_disagreement_score":0.947832,"about_ca_system_score_codex":0.0002479805,"about_ca_system_score_gemma":0.00043134124,"threshold_uncertainty_score":0.9995188},"labels":[],"label_agreement":null},{"id":"W7099096594","doi":"","title":"Utilization","year":2016,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Educational research; Postsecondary education; Research methodology; Higher education; Educational technology","score_opus":0.8700075119965044,"score_gpt":0.5590497109037271,"score_spread":0.31095780109277726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099096594","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02014176,0.000013730906,0.0036834453,0.020115636,0.000077746925,0.00003979055,6.674457e-7,0.00010104513,0.95582616],"genre_scores_gemma":[0.9749846,0.0030424313,0.00009305109,0.00026407896,0.000051559393,0.0000024589474,0.000001254784,0.0000012435034,0.021559313],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99980706,0.00004329771,0.000027371598,0.000027367458,0.000051510306,0.000043388118],"domain_scores_gemma":[0.99984485,0.00003451977,0.0000075938324,0.00006628511,0.00002618451,0.000020542891],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013281927,0.000010838732,0.000012314116,0.000012320777,0.00011820364,0.000008831195,0.00005471955,0.000016235372,0.013608207],"category_scores_gemma":[0.000059636448,0.00000668303,0.0000074693853,0.00004852043,0.00004296149,0.00007501008,0.000008016265,0.0000049344094,0.00059707515],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010455121,0.000008113359,0.0038095675,3.0977665e-7,4.0624613e-7,1.777758e-8,0.0042727916,6.0938725e-9,0.00082032365,0.26127523,0.0040496867,0.7257625],"study_design_scores_gemma":[0.000048682752,0.0000020693244,0.0055496604,0.0000033731453,4.165971e-7,2.6661377e-8,0.0016620412,0.0000019908612,0.00006426658,0.0020528766,0.99059254,0.000022062186],"about_ca_topic_score_codex":0.00017841971,"about_ca_topic_score_gemma":0.0028728342,"teacher_disagreement_score":0.9865428,"about_ca_system_score_codex":0.000022692975,"about_ca_system_score_gemma":0.000008439692,"threshold_uncertainty_score":0.9872935},"labels":[],"label_agreement":null},{"id":"W7099407800","doi":"","title":"Silvia Vidal, * Philippe Gros,*t and Emil Skamene* *McGill Centre for the Study of Host Resistance, Montreal General Hospital, and Department of Biochemistry,","year":2015,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Host (biology); Locus (genetics); Resistance (ecology); Host resistance","score_opus":0.18987313133819225,"score_gpt":0.38368451476233556,"score_spread":0.1938113834241433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099407800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897437,0.00075488945,0.0000026062103,0.002101737,0.00004639468,0.0005857269,0.00009249327,0.000012565188,0.0066598547],"genre_scores_gemma":[0.99544555,0.0025540185,0.00012608554,0.000043589214,0.00004166814,0.000028391845,0.000016297032,0.0000047110234,0.0017396973],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999361,0.0000636186,0.00016404524,0.0001290285,0.00017039337,0.00011192483],"domain_scores_gemma":[0.9993502,0.000113615024,0.00009646202,0.00021172565,0.000152548,0.00007545722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032066824,0.00006931765,0.00012058319,0.000015285419,0.00022480148,0.000019312953,0.0001384332,0.000041847645,0.000035884776],"category_scores_gemma":[0.00006736682,0.00005087314,0.000022499822,0.00007757035,0.00019194941,0.000047144396,0.00007434097,0.0000275494,3.0789545e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012676677,0.006969132,0.27313018,0.00048487118,0.0005195422,0.0000022559832,0.51042426,0.000014142684,0.015738368,0.012217759,0.10822273,0.07100909],"study_design_scores_gemma":[0.006311135,0.0010394313,0.1315285,0.000076405806,0.00022871421,5.89473e-7,0.65698063,0.00029840972,0.0032542874,0.0014234326,0.19830884,0.00054965704],"about_ca_topic_score_codex":0.0029161863,"about_ca_topic_score_gemma":0.043979034,"teacher_disagreement_score":0.14655635,"about_ca_system_score_codex":0.00003639613,"about_ca_system_score_gemma":0.000021193395,"threshold_uncertainty_score":0.97346586},"labels":[],"label_agreement":null},{"id":"W7100886614","doi":"","title":"Selected Nigerian Magazines ’ Patterns of Cervical Cancer Coverage","year":2016,"lang":"en","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cervical cancer; Quarter (Canadian coin); Mandate; Social media; Disease; Social responsibility","score_opus":0.2297534410994412,"score_gpt":0.42008068174991936,"score_spread":0.19032724065047815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100886614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92972785,0.00003153307,0.0008291297,0.017484464,0.00015225426,0.000108664986,0.00004985594,0.000078019024,0.051538203],"genre_scores_gemma":[0.98779565,0.0044093216,0.000029682753,0.0002656003,0.0000966429,0.00001013218,0.0000058729966,0.000003892649,0.0073832185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994973,0.00010550975,0.0000998568,0.000068698704,0.000120615325,0.00010804449],"domain_scores_gemma":[0.9995761,0.00007858566,0.00003856529,0.00012898537,0.00013082968,0.000046925546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012189076,0.000037210622,0.00006540494,0.000025638914,0.00009069257,0.000011684524,0.00014320407,0.00004658065,0.029615957],"category_scores_gemma":[0.00005231127,0.000024663668,0.000022780376,0.00012507006,0.00005405138,0.0000815222,0.000026910933,0.000021302612,0.00008263339],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003175373,0.00010877612,0.73593163,0.00002487845,0.00001559878,3.727983e-7,0.020265898,3.5937077e-7,0.043401986,0.010113325,0.0046714656,0.18543392],"study_design_scores_gemma":[0.00044119562,0.000024782094,0.76113,0.000068924775,0.0000071276045,1.9955827e-7,0.001855499,0.00000773143,0.0010161517,0.00044259542,0.23485519,0.00015060698],"about_ca_topic_score_codex":0.0050594984,"about_ca_topic_score_gemma":0.082608774,"teacher_disagreement_score":0.23018372,"about_ca_system_score_codex":0.00004968201,"about_ca_system_score_gemma":0.00004195468,"threshold_uncertainty_score":0.9712711},"labels":[],"label_agreement":null},{"id":"W7101898870","doi":"10.2196/82426","title":"Exploring Reddit Discourse and Information Needs Surrounding Extreme Heat: Topic, Sentiment, and Engagement Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Guelph","funders":"","keywords":"Snapshot (computer storage); Public health; Information needs; Adaptation (eye); Information seeking; Public engagement; Extreme weather; Extreme heat; User needs","score_opus":0.712397136338943,"score_gpt":0.5658314746947648,"score_spread":0.14656566164417817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101898870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93829453,0.00046314613,0.0013668105,0.050153073,0.00023556696,0.00008545242,8.803256e-7,0.0000063671514,0.009394179],"genre_scores_gemma":[0.9715782,0.02710015,0.00004806547,0.00013411955,0.00014615669,0.0000056511594,0.0000039268516,0.000001448654,0.0009823096],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976481,0.00068703585,0.0003272649,0.00004764664,0.0011219421,0.00016800803],"domain_scores_gemma":[0.9989484,0.0004781013,0.000061552964,0.00009922607,0.0002278112,0.00018489761],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00976954,0.00004388513,0.00013683739,0.00091916404,0.00023966485,0.00031676196,0.00027974966,0.000060019902,0.0009573979],"category_scores_gemma":[0.001133809,0.000036154066,0.000048240072,0.0007633912,0.00026656053,0.0008598728,0.00024858862,0.0005067015,0.0000038889216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014556527,0.0001983305,0.07582044,0.00015412169,0.0006889265,0.000014726049,0.28012273,0.0000054206807,0.00017902015,0.06974183,0.011942985,0.5609859],"study_design_scores_gemma":[0.0008333615,0.00011947487,0.0374109,0.00063136406,0.00014409055,0.0000059729523,0.30692002,0.003640728,0.000042511325,0.0005273205,0.6496087,0.00011558037],"about_ca_topic_score_codex":0.0013616844,"about_ca_topic_score_gemma":0.00067850325,"teacher_disagreement_score":0.6376657,"about_ca_system_score_codex":0.00015702183,"about_ca_system_score_gemma":0.00009591236,"threshold_uncertainty_score":0.99995583},"labels":[],"label_agreement":null},{"id":"W7103664036","doi":"","title":"Melissa Aronczyk and Maria I. Espinoza, A Strategic Nature: Public Relations and the Politics of American Environmentalism","year":2022,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Politics; Environmentalism; State (computer science); Government (linguistics); Environmental politics","score_opus":0.565111870077361,"score_gpt":0.5944807614750733,"score_spread":0.02936889139771237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103664036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582749,0.013867143,0.000008429649,0.0072564147,0.00016192609,0.00039244664,0.00009755402,0.0000129742475,0.019928211],"genre_scores_gemma":[0.95129627,0.04763579,0.000055902285,0.00049308746,0.00005801451,0.000038834027,0.000026154727,0.000012208108,0.00038375653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751914,0.0011910398,0.00039164393,0.00017860022,0.00052061497,0.00019899513],"domain_scores_gemma":[0.9983311,0.00051707495,0.00062527054,0.00031451194,0.00006778963,0.00014420558],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020192314,0.000114207105,0.00030695132,0.00025084827,0.0014966629,0.0005948098,0.0012254309,0.00005528762,0.010842185],"category_scores_gemma":[0.00018539056,0.00009793298,0.00006752303,0.0006021677,0.0012954613,0.00071684364,0.0010140025,0.0004839437,0.0000015745841],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025058264,0.00059263187,0.6465564,0.000059200545,0.00030405822,0.0000052343858,0.041724663,0.000055150278,0.009601733,0.2503173,0.013099454,0.037433617],"study_design_scores_gemma":[0.001104461,0.000026711115,0.781184,0.000047507798,0.00011941958,0.000010998716,0.05504466,0.00020362303,0.00005442012,0.06619098,0.09566623,0.00034699246],"about_ca_topic_score_codex":0.0067561804,"about_ca_topic_score_gemma":0.0009750556,"teacher_disagreement_score":0.18412632,"about_ca_system_score_codex":0.00013008948,"about_ca_system_score_gemma":0.000100785,"threshold_uncertainty_score":0.9998579},"labels":[],"label_agreement":null},{"id":"W7104261129","doi":"10.71781/1542","title":"Communication des changements climatiques : le cadrage santé peut-il accroître l'engagement de la population au Québec?","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Western europe; Drought resistance","score_opus":0.07757073448329103,"score_gpt":0.3278749225449366,"score_spread":0.25030418806164556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104261129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8526372,0.015629362,0.00009307492,0.001743637,0.00045336215,0.0006285662,0.00013632533,0.0001773842,0.12850112],"genre_scores_gemma":[0.941175,0.02439107,0.00078175165,0.0001720316,0.0001668679,0.00017798552,0.003622262,0.00004668914,0.029466385],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9942432,0.0033341593,0.00055264606,0.00050500117,0.0008022489,0.0005627386],"domain_scores_gemma":[0.9975164,0.00048559668,0.0007411042,0.0007014479,0.00026402983,0.0002914322],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017122094,0.00042888202,0.00038497397,0.00035283895,0.035336383,0.00016609718,0.0010011285,0.0004869763,0.0011324814],"category_scores_gemma":[0.0001579693,0.0005710366,0.00032172454,0.0005825344,0.0007561125,0.0008017092,0.00052350876,0.00078929204,0.000053457185],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033028558,0.0007195307,0.10846081,0.00029481083,0.00024041512,0.0000659679,0.80915886,0.0009959155,0.0023180547,0.03674032,0.0006014597,0.04007358],"study_design_scores_gemma":[0.000668427,0.00006956849,0.39975187,0.00028833305,0.00028512394,0.00004183165,0.439658,0.0012590486,0.00019276494,0.0007293885,0.15652697,0.0005286758],"about_ca_topic_score_codex":0.8916851,"about_ca_topic_score_gemma":0.8327537,"teacher_disagreement_score":0.36950088,"about_ca_system_score_codex":0.033351008,"about_ca_system_score_gemma":0.003779524,"threshold_uncertainty_score":0.9997806},"labels":[],"label_agreement":null},{"id":"W7104400713","doi":"10.55016/ojs/jet.v1i58.81351","title":"A Critical Ethnography of an Outdoor School: Reimagining the Relationship between Science Education and Climate Change Politics","year":2025,"lang":"","type":"article","venue":"Journal of educational thought.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Climate change; Ethnography; Politics; Climate science; Science education; Field (mathematics)","score_opus":0.45054334230389237,"score_gpt":0.5446571155387595,"score_spread":0.09411377323486714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104400713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.745928,0.0066446234,0.000042199357,0.22376199,0.0036722384,0.0004370085,0.00006271261,0.000008916782,0.01944229],"genre_scores_gemma":[0.9874887,0.004066772,0.0042259833,0.0010515321,0.0027798917,0.000017313207,0.000014565325,0.000012131579,0.0003430957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99651575,0.0008874744,0.0010995263,0.0002579276,0.00083167735,0.00040766335],"domain_scores_gemma":[0.9908437,0.0049672103,0.0008808994,0.00048815727,0.0024127744,0.00040725907],"candidate_categories":["metaresearch","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0054282434,0.00018841584,0.00032908094,0.0010096511,0.002292439,0.00042256826,0.0010103467,0.00016290428,0.0002511121],"category_scores_gemma":[0.010356994,0.00014640417,0.00015864304,0.0024931452,0.0031774056,0.0020925712,0.00018047838,0.00084243563,0.000008397629],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017127764,0.00037446924,0.4227583,0.00010703135,0.000015748708,5.3864824e-8,0.018363494,4.3971806e-7,0.000038224047,0.548853,0.00032782496,0.009144308],"study_design_scores_gemma":[0.000185504,0.00009613154,0.87107795,0.00095118297,0.00020008556,0.000010564286,0.040606823,0.00003315485,0.000013646286,0.07746518,0.009217602,0.00014218781],"about_ca_topic_score_codex":0.00023695017,"about_ca_topic_score_gemma":0.00011636003,"teacher_disagreement_score":0.4713878,"about_ca_system_score_codex":0.00029563962,"about_ca_system_score_gemma":0.005241473,"threshold_uncertainty_score":0.9995354},"labels":[],"label_agreement":null},{"id":"W7104440894","doi":"10.71781/12671","title":"Porte-parolat climatique : une analyse des pratiques communicationnelles de porte-parole dans les mouvements écologistes au Québec","year":2025,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic Justice; Economic shortage; Context (archaeology)","score_opus":0.36648162825500946,"score_gpt":0.4790889860312516,"score_spread":0.11260735777624215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104440894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8028402,0.0013675814,0.00014502493,0.0053481697,0.00019222288,0.0012462892,0.0002168791,0.000018038445,0.1886256],"genre_scores_gemma":[0.9110816,0.020788591,0.010031144,0.0001924469,0.00009470873,0.00040480462,0.007585481,0.00004433349,0.04977689],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99512637,0.0019249223,0.0012546049,0.00065852504,0.00038741782,0.00064817816],"domain_scores_gemma":[0.9958424,0.00077027944,0.0012263882,0.0013327503,0.0005665674,0.0002616293],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002164217,0.00054883654,0.0007663721,0.0002411453,0.0035645065,0.0006181459,0.0031061897,0.000816224,0.0067701875],"category_scores_gemma":[0.0005230001,0.0005904746,0.0002763888,0.0010336235,0.000970035,0.0007407672,0.00059764046,0.00067545875,0.00023426759],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010757014,0.0008441489,0.25555363,0.00019791507,0.00028071704,0.000004436629,0.56331956,0.00014048794,0.0017634751,0.0009687407,0.0005651451,0.17625414],"study_design_scores_gemma":[0.00058047083,0.00015550679,0.1921588,0.0011776583,0.0006610618,0.000002730432,0.73693657,0.0019490361,0.0014813448,0.00089761347,0.063198164,0.00080104894],"about_ca_topic_score_codex":0.75538886,"about_ca_topic_score_gemma":0.99256426,"teacher_disagreement_score":0.23717539,"about_ca_system_score_codex":0.0028694018,"about_ca_system_score_gemma":0.00510623,"threshold_uncertainty_score":0.99965465},"labels":[],"label_agreement":null},{"id":"W7104441773","doi":"10.71781/12787","title":"Les audiences publiques en environnement au Québec : perspectives communicationnelles","year":2000,"lang":"","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics); Perspective (graphical); Work (physics)","score_opus":0.05582097414752115,"score_gpt":0.29268651083859615,"score_spread":0.236865536691075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104441773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6643941,0.037618857,0.000023593957,0.008657533,0.00045081746,0.00068540254,0.00006885565,0.00018522986,0.28791562],"genre_scores_gemma":[0.8453559,0.094672345,0.00022695887,0.000100485144,0.0003360383,0.000092952236,0.00075752096,0.000035434296,0.05842236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9950193,0.001521074,0.00075907307,0.00089262717,0.0011068494,0.00070106174],"domain_scores_gemma":[0.9965459,0.0005787338,0.0007980612,0.001076898,0.0005239137,0.0004764808],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00082164345,0.00065804535,0.0005812968,0.0005113025,0.040903494,0.00025724986,0.0019699363,0.0007936864,0.00280732],"category_scores_gemma":[0.00018178733,0.0007690569,0.00052212115,0.00057478936,0.0018510872,0.0008697523,0.00040472567,0.00082260894,0.0002484614],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00054183137,0.0006125997,0.009197929,0.00007765753,0.00025380868,0.000033470686,0.9155761,0.00023344606,0.0007177289,0.027810926,0.00024888202,0.04469565],"study_design_scores_gemma":[0.00048788206,0.000094723524,0.071724415,0.0002360318,0.00020848453,0.000030572945,0.6544514,0.00025715615,0.00010602152,0.00012637571,0.2716882,0.0005887889],"about_ca_topic_score_codex":0.8800209,"about_ca_topic_score_gemma":0.89421487,"teacher_disagreement_score":0.27143928,"about_ca_system_score_codex":0.028617488,"about_ca_system_score_gemma":0.007022082,"threshold_uncertainty_score":0.999476},"labels":[],"label_agreement":null},{"id":"W7104441950","doi":"10.71781/19350","title":"Québecor et les écologistes : polémique, polarisation et pistes de dépolarisation","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"French; Argumentative; Public information; Public opinion","score_opus":0.08505374516390762,"score_gpt":0.3084707535147763,"score_spread":0.2234170083508687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104441950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.796316,0.02359701,0.00059808826,0.014591982,0.0017442972,0.0008623767,0.0004032604,0.0003288792,0.16155809],"genre_scores_gemma":[0.8959453,0.01726951,0.0011610434,0.00088053395,0.00021210933,0.00011536061,0.004890258,0.00005348053,0.079472415],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99539447,0.0021642263,0.00053946086,0.00059274276,0.0007989411,0.0005101677],"domain_scores_gemma":[0.9974446,0.00064725435,0.00080212404,0.00046413444,0.00034754365,0.00029430524],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013819231,0.00044219603,0.0003867211,0.00037847296,0.01609072,0.00017756024,0.0006984234,0.0007752612,0.0020205423],"category_scores_gemma":[0.00034622004,0.0005738901,0.00036803389,0.00056845095,0.00056896533,0.0007709719,0.00026631504,0.0010573049,0.0000807539],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004713432,0.000519032,0.09526215,0.00021910116,0.0001891705,0.00009613593,0.5222261,0.0018026879,0.012445925,0.35361776,0.0007172808,0.012433342],"study_design_scores_gemma":[0.0007237554,0.00017886172,0.28394562,0.00021076076,0.000316676,0.00011420256,0.37049064,0.0015591228,0.0004241822,0.002021848,0.33925563,0.0007587017],"about_ca_topic_score_codex":0.62985784,"about_ca_topic_score_gemma":0.45755336,"teacher_disagreement_score":0.3515959,"about_ca_system_score_codex":0.020325128,"about_ca_system_score_gemma":0.0046001603,"threshold_uncertainty_score":0.9996713},"labels":[],"label_agreement":null},{"id":"W7104449069","doi":"10.71781/19526","title":"Polarisation de l'opinion publique canadienne sur la question climatique : portrait de la dernière décennie","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Western europe; Environmental policy; Public opinion","score_opus":0.035128613976575386,"score_gpt":0.27813761169269385,"score_spread":0.24300899771611847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104449069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8759536,0.0102604525,0.0004827645,0.004124253,0.0015126166,0.00063965446,0.00039807084,0.00024524683,0.106383316],"genre_scores_gemma":[0.9333369,0.023473855,0.0008864514,0.00040321655,0.00040916615,0.00013419078,0.0061555807,0.000064906344,0.035135724],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941162,0.0033977355,0.000535604,0.0005776475,0.000635243,0.00073758815],"domain_scores_gemma":[0.9971911,0.00069018774,0.0006984835,0.00044049678,0.0003948053,0.0005849557],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0026458001,0.00043685696,0.00037529052,0.00043044848,0.010950991,0.00020547544,0.0006874697,0.0010531632,0.00090599136],"category_scores_gemma":[0.00043855462,0.00060083496,0.00032948412,0.000634145,0.0005620107,0.0008808153,0.00018205274,0.0011441847,0.000026445605],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0005150585,0.0006518935,0.100732215,0.00038233123,0.00023344453,0.00040032392,0.4626163,0.002614761,0.01012666,0.399424,0.0019385875,0.020364432],"study_design_scores_gemma":[0.00069373247,0.00008866469,0.3100937,0.00032469118,0.00019751393,0.0005083338,0.1358876,0.0026612675,0.00017969019,0.0016024406,0.54710364,0.00065876474],"about_ca_topic_score_codex":0.6905895,"about_ca_topic_score_gemma":0.5190441,"teacher_disagreement_score":0.545165,"about_ca_system_score_codex":0.025492111,"about_ca_system_score_gemma":0.0072756377,"threshold_uncertainty_score":0.9996443},"labels":[],"label_agreement":null},{"id":"W7104450329","doi":"10.71781/19574","title":"Le scepticisme climatique dans l’opinion publique au Canada : une analyse empirique","year":2021,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Western europe; Environmental policy; Climate policy","score_opus":0.045760050380731554,"score_gpt":0.2732279456738864,"score_spread":0.22746789529315486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104450329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65660536,0.006598863,0.0002801566,0.013172341,0.002992956,0.0005038299,0.00026294205,0.00011198527,0.31947157],"genre_scores_gemma":[0.93891203,0.009934982,0.00034323515,0.00073653436,0.0005672975,0.000057798014,0.0056137363,0.000047701426,0.0437867],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99588627,0.0010261824,0.0006903159,0.00073843903,0.0009717653,0.0006870412],"domain_scores_gemma":[0.9968861,0.00026576963,0.0006899663,0.0007237591,0.0008354476,0.00059899956],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000488754,0.00051851553,0.0005799904,0.00027097686,0.015730096,0.0001400184,0.0008528741,0.00079565844,0.00032233968],"category_scores_gemma":[0.00017397013,0.0006834247,0.00041026087,0.00128501,0.00062879024,0.0006528315,0.00024483417,0.0007643323,0.000034519755],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003109865,0.00062186475,0.05380628,0.0004947693,0.00052827084,0.00073496765,0.64237887,0.0024409457,0.011458797,0.2788314,0.003220505,0.0051723258],"study_design_scores_gemma":[0.00062610256,0.000052904004,0.112684436,0.0005637219,0.00020506537,0.00011484494,0.6562006,0.001189061,0.0010686896,0.00033984147,0.22612745,0.0008272972],"about_ca_topic_score_codex":0.99655837,"about_ca_topic_score_gemma":0.999606,"teacher_disagreement_score":0.28230667,"about_ca_system_score_codex":0.028014163,"about_ca_system_score_gemma":0.04020038,"threshold_uncertainty_score":0.99956167},"labels":[],"label_agreement":null},{"id":"W7104455878","doi":"10.71781/19716","title":"Social psychology and climate change engagement in Canada : bridging the gap between awareness and action","year":2023,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Poison control; Social impact","score_opus":0.21358405746052403,"score_gpt":0.3575549139376599,"score_spread":0.1439708564771359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104455878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98471165,0.0024927265,0.0000012769684,0.0029632805,0.00055082457,0.0003248036,0.00004718372,0.000044876655,0.008863403],"genre_scores_gemma":[0.97470605,0.023068417,0.000005276208,0.00011997267,0.00031881238,0.000048132664,0.00039249464,0.000013124761,0.0013277017],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986463,0.0003560984,0.00017694818,0.000258011,0.00030472316,0.00025789422],"domain_scores_gemma":[0.99941224,0.0001327444,0.00017380794,0.00013171966,0.00006577727,0.0000836844],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00045098542,0.0001430473,0.00017897948,0.00014592204,0.008895313,0.000047725258,0.00019575102,0.00017974543,0.000016415628],"category_scores_gemma":[0.000027244583,0.00015319658,0.000038488422,0.00022721082,0.00014365923,0.00015074114,0.00010140908,0.00031243011,0.000003804808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002112866,0.000035464218,0.30058816,0.0002025204,0.00007240305,0.0001551658,0.49504742,0.000008864304,0.0003753401,0.005586412,0.0008664375,0.19685052],"study_design_scores_gemma":[0.00024009513,0.0000068613062,0.80655354,0.00007694109,0.000051708597,0.0000068774043,0.16843729,0.00005405259,0.000008704872,0.00010152185,0.024302704,0.00015969404],"about_ca_topic_score_codex":0.9628817,"about_ca_topic_score_gemma":0.99664366,"teacher_disagreement_score":0.5059654,"about_ca_system_score_codex":0.0030624028,"about_ca_system_score_gemma":0.00088297063,"threshold_uncertainty_score":0.992395},"labels":[],"label_agreement":null},{"id":"W7104459310","doi":"10.71781/21675","title":"Perception de l'environnement et des changements climatiques chez les leaders de groupes verts du Quebec et du Costa Rica","year":2000,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Western europe; Cultural environment","score_opus":0.07005255255990078,"score_gpt":0.28660921136132517,"score_spread":0.21655665880142438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104459310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363335,0.0045551285,0.00058082613,0.0061854557,0.00039820722,0.00056357717,0.0000940735,0.00016875689,0.051120482],"genre_scores_gemma":[0.8934383,0.08927163,0.0011406486,0.0008670273,0.00026714554,0.0000964291,0.001964427,0.000044640972,0.012909779],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99608964,0.001421283,0.00046920948,0.0005791329,0.00071840984,0.00072233955],"domain_scores_gemma":[0.9983966,0.00019331939,0.000413813,0.00037456528,0.00023371144,0.00038800336],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010277367,0.00050294347,0.00039350297,0.0003033384,0.011655151,0.00017690065,0.0006309117,0.00063733285,0.0016033978],"category_scores_gemma":[0.00008549409,0.00062277063,0.0003467361,0.0003497785,0.0012464662,0.0010009203,0.0001758317,0.0005094541,0.00014993832],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005511347,0.0006540636,0.0936343,0.00023082123,0.00019306652,0.00010180708,0.84223115,0.00075333996,0.0053892736,0.01570865,0.0008304846,0.039721925],"study_design_scores_gemma":[0.0006432983,0.000091637514,0.4753686,0.00043793168,0.00025725138,0.000056905705,0.4524674,0.0012844389,0.00010622571,0.00022784724,0.06854815,0.0005103283],"about_ca_topic_score_codex":0.48741728,"about_ca_topic_score_gemma":0.60199726,"teacher_disagreement_score":0.3897637,"about_ca_system_score_codex":0.01906376,"about_ca_system_score_gemma":0.0012720629,"threshold_uncertainty_score":0.99962234},"labels":[],"label_agreement":null},{"id":"W7104467562","doi":"10.71781/19725","title":"Cadrage de l’enjeu des changements climatiques par les partis politiques au Canada : le cas de l’élection fédérale de 2019","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Late 19th century; Context (archaeology); Limiting","score_opus":0.0784236298356418,"score_gpt":0.2963624983167146,"score_spread":0.21793886848107277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104467562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9429,0.004875469,0.00016567207,0.0021744696,0.0008561805,0.0003936164,0.00021215293,0.00020290515,0.048219547],"genre_scores_gemma":[0.94223386,0.024478793,0.00060299557,0.00023141487,0.00050871144,0.0000905477,0.0010741302,0.00004963665,0.030729916],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99665403,0.0009092658,0.0004256041,0.00046413878,0.0005749277,0.00097205746],"domain_scores_gemma":[0.99805886,0.00024348333,0.00043604523,0.00034892792,0.00039601847,0.0005166615],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007241136,0.00039692706,0.0003593288,0.00025068253,0.0154150175,0.00011197788,0.00054801157,0.00056966103,0.00016048888],"category_scores_gemma":[0.0001806995,0.0005278102,0.00023038674,0.0005279298,0.00059318857,0.0004942019,0.00015607082,0.0004713255,0.000038462236],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003303736,0.0003098638,0.2171202,0.00056336675,0.00033741572,0.0005317359,0.72323996,0.0008953597,0.011435597,0.03203038,0.0040428597,0.009162902],"study_design_scores_gemma":[0.000484473,0.000085525244,0.60332215,0.00059826893,0.00025613178,0.00013945233,0.3564142,0.0012834505,0.0041894945,0.001975528,0.03057767,0.0006736926],"about_ca_topic_score_codex":0.99745667,"about_ca_topic_score_gemma":0.998333,"teacher_disagreement_score":0.38620192,"about_ca_system_score_codex":0.038032595,"about_ca_system_score_gemma":0.009103702,"threshold_uncertainty_score":0.99971735},"labels":[],"label_agreement":null},{"id":"W7104468854","doi":"10.71781/19610","title":"Reframing climate change as a public health issue : a Canadian case study, 2008-2020","year":2021,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Climate change; Context (archaeology); Population; Social impact","score_opus":0.10690874667725815,"score_gpt":0.3245893055567584,"score_spread":0.21768055887950027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104468854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75363636,0.021966608,0.0000015348782,0.010986324,0.0020456337,0.0015077494,0.00019348082,0.00022076583,0.20944153],"genre_scores_gemma":[0.9383087,0.021821069,0.00008724964,0.0010325637,0.0007230398,0.0001472336,0.0022336098,0.00004596675,0.03560053],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99678004,0.00077777734,0.00039398862,0.00057346944,0.00068910833,0.00078560866],"domain_scores_gemma":[0.99741745,0.00007864837,0.00039432678,0.00055388565,0.00047608968,0.0010795703],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0008362199,0.00032264108,0.00040138702,0.0004769444,0.021365587,0.00026044325,0.0004914241,0.00042976605,0.00088308385],"category_scores_gemma":[0.00013233938,0.00041894423,0.00019461183,0.0007559281,0.00015404845,0.00047808088,0.0001368978,0.0005258609,0.00016015292],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00005404865,0.00027059158,0.005067741,0.00010682397,0.000107671425,0.013565755,0.93132275,0.0000026564237,0.000029998704,0.0032456487,0.0013844264,0.044841856],"study_design_scores_gemma":[0.0002773441,0.000057394438,0.0046245623,0.00012463228,0.000050542207,0.0008369943,0.6360538,0.000026610553,0.0000021050994,0.0000122266065,0.3576503,0.0002834582],"about_ca_topic_score_codex":0.9782699,"about_ca_topic_score_gemma":0.9965459,"teacher_disagreement_score":0.35626587,"about_ca_system_score_codex":0.012588574,"about_ca_system_score_gemma":0.008165445,"threshold_uncertainty_score":0.99982625},"labels":[],"label_agreement":null},{"id":"W7106029326","doi":"10.7939/83033","title":"Examining the Mental Health Impacts of Climate Change Among Young People in Canada","year":2025,"lang":"en","type":"dissertation","venue":"University of Alberta Library","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Mental health; Scope (computer science); Public health; Effects of global warming; Global warming","score_opus":0.08983520318728716,"score_gpt":0.30315752280376085,"score_spread":0.2133223196164737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106029326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85749596,0.00026820842,6.3120275e-8,0.0031637119,0.00022546765,0.00032385087,0.000059770795,0.0000076336655,0.1384553],"genre_scores_gemma":[0.9605534,0.033227853,0.0000145066815,0.000119450546,0.000019550967,6.726929e-7,0.0017290036,0.000006954009,0.004328616],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9991041,0.00024973566,0.00016105147,0.000119569355,0.00018492091,0.00018066519],"domain_scores_gemma":[0.9991866,0.00021042218,0.00031474346,0.00019773666,0.000019770883,0.00007073592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015520405,0.00008736011,0.00021943671,0.00013602253,0.00035553754,0.000011878256,0.0004557967,0.00008670603,0.0008091596],"category_scores_gemma":[0.000025953435,0.000094513896,0.000044250355,0.00035870992,0.000054193548,0.00036767518,0.00009242178,0.00014615938,0.0000010672177],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005986109,0.000026979355,0.41653487,0.0002344111,0.000012949704,4.5758836e-7,0.5761596,9.022317e-7,0.0000018372867,0.0007420654,0.003054088,0.0031719909],"study_design_scores_gemma":[0.0001287708,0.0000109180155,0.6019536,0.00039510327,0.000007503081,5.0034636e-8,0.39309242,0.00003001511,0.0000019189492,0.000008270688,0.0043041315,0.00006723474],"about_ca_topic_score_codex":0.9971054,"about_ca_topic_score_gemma":0.99993366,"teacher_disagreement_score":0.18541878,"about_ca_system_score_codex":0.00028672896,"about_ca_system_score_gemma":0.0015772067,"threshold_uncertainty_score":0.885973},"labels":[],"label_agreement":null},{"id":"W7106105636","doi":"10.25316/ir-20519","title":"Seeking Common Ground: An Exploration of Conflicting Views on Climate Change in Saskatchewan","year":2025,"lang":"en","type":"dissertation","venue":"VIUSpace (Vancouver Island University Library)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Transformative learning; Common ground; Collective action; Politics; Ideology; Political economy of climate change; Rhetoric; Climate justice","score_opus":0.17991662172183162,"score_gpt":0.3642475201072543,"score_spread":0.1843308983854227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106105636","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30586398,0.000104114006,0.000017453787,0.00075786345,0.0009777539,0.0008056375,0.00013641485,0.00016124,0.6911756],"genre_scores_gemma":[0.92495215,0.015455121,0.00017212056,0.00033959487,0.000274297,0.000013302125,0.001972512,0.000047064423,0.05677383],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981882,0.0006167286,0.0002693231,0.00033774,0.0002954225,0.00029260822],"domain_scores_gemma":[0.9988769,0.00016085725,0.00041312515,0.0003958012,0.00006460304,0.00008867816],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002682442,0.00023252182,0.0004068419,0.0006107938,0.0005048553,0.00008082404,0.00049951806,0.00039844075,0.00033516594],"category_scores_gemma":[0.000017514642,0.0002780255,0.000111421556,0.0007311332,0.000058590445,0.0030237108,0.00008244197,0.00038579444,0.000008717231],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000978789,0.0004861838,0.0042048194,0.00059919833,0.000038198807,0.000018677267,0.90276325,0.000028337658,0.0001507688,0.010031037,0.022770908,0.057929806],"study_design_scores_gemma":[0.0009729103,0.00015235324,0.005103415,0.0016265191,0.000066996035,5.0278782e-8,0.7402415,0.00024689085,0.00008681445,0.00038119004,0.25058487,0.0005365044],"about_ca_topic_score_codex":0.013314866,"about_ca_topic_score_gemma":0.98717254,"teacher_disagreement_score":0.97385764,"about_ca_system_score_codex":0.00018885286,"about_ca_system_score_gemma":0.00017541656,"threshold_uncertainty_score":0.9999672},"labels":[],"label_agreement":null},{"id":"W7106437781","doi":"10.1016/j.wss.2025.100325","title":"Psychometric properties of an Adapted Climate Change Coping Scale in a sample of Canadian adolescents","year":2025,"lang":"en","type":"article","venue":"Wellbeing Space and Society","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Simon Fraser University; University of Alberta; Athabasca University; Western University","funders":"Social Sciences and Humanities Research Council of Canada; Oulun Yliopisto; Vetenskapsrådet; Academy of Finland; Federation for the Humanities and Social Sciences","keywords":"Coping (psychology); Operationalization; Convergent validity; Feeling; Mental health; Exploratory factor analysis; Construct validity; Anxiety","score_opus":0.2173851259577504,"score_gpt":0.36995446063125653,"score_spread":0.15256933467350614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7106437781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929211,0.00065732334,0.000008832975,0.0020474154,0.0000683599,0.00022875404,0.000014403872,0.000014040015,0.0040397765],"genre_scores_gemma":[0.9805152,0.018865757,0.0002857067,0.00025986106,0.0000203182,0.000009801851,0.0000064512383,0.00000375147,0.00003318564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993868,0.000085978776,0.00013732753,0.00010488955,0.00010101742,0.00018402362],"domain_scores_gemma":[0.99966246,0.00002253871,0.00005676538,0.00013464435,0.00006057969,0.00006303331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005024602,0.000054017273,0.00013299752,0.00027828795,0.000227983,0.000019817579,0.00012208894,0.00008559007,0.000016605514],"category_scores_gemma":[0.000048808928,0.000055676268,0.00004105089,0.0011721147,0.00014437296,0.00011918519,0.00003132208,0.00007600206,5.129757e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026376749,0.0001472694,0.64538294,0.0006107888,0.000012547246,7.1563186e-8,0.32788524,0.000003226956,0.0037740755,0.004472353,0.00019881834,0.017486298],"study_design_scores_gemma":[0.0009109146,0.000050084218,0.8127862,0.002325844,0.000025109312,1.260307e-7,0.16740699,0.0012551011,0.00045626168,0.00030588981,0.014231784,0.00024569072],"about_ca_topic_score_codex":0.39683262,"about_ca_topic_score_gemma":0.60763043,"teacher_disagreement_score":0.21079782,"about_ca_system_score_codex":0.000072476185,"about_ca_system_score_gemma":0.00006276863,"threshold_uncertainty_score":0.60718393},"labels":[],"label_agreement":null},{"id":"W7109852921","doi":"10.59350/wvznj-f2290","title":"Unpacking the Social Side of Science Communication","year":2018,"lang":"","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Unpacking; Social media; Citizen science; Work (physics); Science communication; Order (exchange); Information and Communications Technology","score_opus":0.5778069971737089,"score_gpt":0.5246928109180228,"score_spread":0.05311418625568609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7109852921","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2568465,0.00020995556,0.00010501433,0.026548032,0.00039469043,0.0002719013,0.000005480994,0.00003607315,0.7155824],"genre_scores_gemma":[0.99345344,0.004169941,0.00021916162,0.0006370245,0.00037297545,0.000006169176,0.0000038505145,0.0000071787877,0.0011302462],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977515,0.00064941344,0.0003926175,0.00019271197,0.0006810014,0.00033281048],"domain_scores_gemma":[0.9973522,0.00033063896,0.00035883777,0.000882083,0.0010097708,0.00006646514],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0045208815,0.0001056767,0.0001469825,0.00011312096,0.008359689,0.0002101859,0.002289246,0.0000999081,0.0045808693],"category_scores_gemma":[0.00035899016,0.00008122045,0.000086258886,0.0019040446,0.024789223,0.00047516095,0.0006602094,0.00019319977,0.00023225849],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017748222,0.00010848793,0.0005655139,0.000011272627,0.000009845594,1.7136133e-8,0.6538616,3.3445463e-7,0.008289056,0.24115947,0.0015268455,0.09444985],"study_design_scores_gemma":[0.00041928928,0.000136909,0.04667496,0.00014767754,0.0000698017,0.0000010957393,0.7795347,0.00223379,0.0033487945,0.010529364,0.15650609,0.00039752913],"about_ca_topic_score_codex":0.0031743455,"about_ca_topic_score_gemma":0.010796397,"teacher_disagreement_score":0.73660696,"about_ca_system_score_codex":0.00018020123,"about_ca_system_score_gemma":0.00033262232,"threshold_uncertainty_score":0.99632907},"labels":[],"label_agreement":null},{"id":"W7111447792","doi":"","title":"Evaluación emocional sobre el cambio climático en jóvenes andaluces: análisis de ecuaciones estructurales y multigrupo","year":2025,"lang":"sl","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Moderation; Variance (accounting); Perception; Risk perception; Quarter (Canadian coin); Sample (material); Cognitive appraisal","score_opus":0.07847840102562134,"score_gpt":0.4080764508915104,"score_spread":0.32959804986588903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111447792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407934,0.0015214268,0.00014625733,0.017203081,0.00080652477,0.00047285372,0.00029824587,0.00018745624,0.038570765],"genre_scores_gemma":[0.9690627,0.024989707,0.0009724814,0.0009180104,0.0004339327,0.000017539975,0.00025673822,0.000029930192,0.0033189466],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9953553,0.0024359988,0.00036607235,0.00055682345,0.0005319093,0.00075388903],"domain_scores_gemma":[0.99698585,0.0015637353,0.00026017713,0.00061468245,0.0002676579,0.00030789294],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016024164,0.00039099445,0.00047095178,0.0005007212,0.0016828836,0.00037894037,0.001083416,0.0008062969,0.0020450673],"category_scores_gemma":[0.00044079896,0.00045216718,0.00034591756,0.0010567219,0.0010339678,0.0005666187,0.00036797594,0.0005554672,0.00011880309],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000668832,0.0007015957,0.1171253,0.0006423105,0.00061690796,0.00009314029,0.34043485,0.00046198597,0.007625377,0.13729915,0.017211363,0.37711918],"study_design_scores_gemma":[0.0029111987,0.00011680832,0.4799921,0.0006710919,0.0006054656,0.000018653885,0.2920407,0.0057517053,0.00021291457,0.01710654,0.19949037,0.001082462],"about_ca_topic_score_codex":0.004739962,"about_ca_topic_score_gemma":0.008449369,"teacher_disagreement_score":0.37603673,"about_ca_system_score_codex":0.0010650682,"about_ca_system_score_gemma":0.0008374872,"threshold_uncertainty_score":0.999793},"labels":[],"label_agreement":null},{"id":"W7112072155","doi":"","title":"CHIP50 Report #115: American Attitudes Toward Government Interventions in Science","year":2025,"lang":"","type":"preprint","venue":"OSF Preprints (OSF Preprints)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Agency (philosophy); Psychological intervention; Investment (military); Administration (probate law); Quarter (Canadian coin); Public health","score_opus":0.23825197766495412,"score_gpt":0.44960357358368935,"score_spread":0.21135159591873523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7112072155","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1457628,0.00001718459,0.0013265129,0.0050463197,0.0024472782,0.0034062844,0.00020606861,0.00024917012,0.84153837],"genre_scores_gemma":[0.73779553,0.015791882,0.002036826,0.0003358798,0.0002215791,0.0013185927,0.00012923322,0.00005605167,0.2423144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9816715,0.0033387053,0.0034413626,0.0066898256,0.0031924397,0.0016661468],"domain_scores_gemma":[0.9830005,0.0011829786,0.0026508544,0.011501747,0.0008545653,0.00080933515],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts","open_science","insufficient_payload"],"category_scores_codex":[0.033522,0.0010702785,0.0016853528,0.0009260357,0.00177743,0.0011913627,0.008711307,0.00068648986,0.40502155],"category_scores_gemma":[0.012779622,0.0013529607,0.0013504208,0.003179394,0.005958552,0.00092270033,0.020613406,0.002862093,0.24887735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005518843,0.008116919,0.41565806,0.0030396709,0.00067035464,0.00015882675,0.16551961,0.002999099,0.002582765,0.01005082,0.006226505,0.3844255],"study_design_scores_gemma":[0.0015402593,0.000011187797,0.6782762,0.0078966115,0.0004876361,0.00007514005,0.04049686,0.0019593986,0.00095800444,0.0064254673,0.25886753,0.0030057007],"about_ca_topic_score_codex":0.02108061,"about_ca_topic_score_gemma":0.02481387,"teacher_disagreement_score":0.599224,"about_ca_system_score_codex":0.0077197133,"about_ca_system_score_gemma":0.0025093167,"threshold_uncertainty_score":0.9998455},"labels":[],"label_agreement":null},{"id":"W7113594296","doi":"","title":"Public Communication about Science in 68 Countries: Global Evidence on How People Encounter and Engage with Information about Science","year":2025,"lang":"en","type":"article","venue":"Aston Publications Explorer (Aston University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Centre for Research in the Arts, Social Sciences and Humanities, University of Cambridge; Economic and Social Research Council; HORIZON EUROPE Framework Programme; John Templeton Foundation; Bundesministerium für Bildung und Forschung; Sloan School of Management, Massachusetts Institute of Technology; Centre for Marine Socioecology; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation; Uniwersytet Śląski w Katowicach; Austrian Science Fund; Lembaga Pengelola Dana Pendidikan; Fundación Española para la Ciencia y la Tecnología; National Science and Technology Council; Uniwersytet Łódzki; Aarhus Universitets Forskningsfond; Aston University; Government of Alberta; Fédération Wallonie-Bruxelles; Universitetet i Bergen; Universidad Peruana Cayetano Heredia; Universität zu Lübeck; Univerzita Karlova v Praze; Conselho Nacional de Desenvolvimento Científico e Tecnológico; National Research University Higher School of Economics; United States Agency for International Development; Universität Wien; Uniwersytet Warszawski; European Commission; Fundação de Amparo à Pesquisa do Estado de São Paulo; Turun Yliopisto; Aarhus Universitet; Branco Weiss Fellowship – Society in Science; Agentúra na Podporu Výskumu a Vývoja; Bundesamt für Energie; University of Warwick; National Science Foundation; UK Research and Innovation; City University of Hong Kong; Kementerian Pendidikan, Kebudayaan, Riset, dan Teknologi; Massachusetts Institute of Technology; California Institute of Technology; University of Tasmania; Harvard University; Carleton College; Vetenskapsrådet; Trinity Western University; Agence Nationale de la Recherche; Université Catholique de Louvain; Harvey Mudd College; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Science communication; Social media; Public awareness of science; Collectivism; Digital media; Information science; Social science education; Public participation; Science education","score_opus":0.197572666559823,"score_gpt":0.35977507678370063,"score_spread":0.16220241022387763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7113594296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67360127,0.00021636218,0.0034937982,0.08976021,0.00023151372,0.0011875024,0.00004795822,0.00034329257,0.23111808],"genre_scores_gemma":[0.9931581,0.004818584,0.0004887458,0.0006303386,0.000012343616,0.000033107488,0.00004336215,0.000004848776,0.00081056665],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977753,0.00029493886,0.00023087938,0.00041651417,0.0007990813,0.00048326398],"domain_scores_gemma":[0.9966907,0.00029767602,0.00023429653,0.001024684,0.0015312022,0.00022142299],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0024745287,0.00017171458,0.00016935404,0.0020083883,0.0033684182,0.0013966855,0.0019003048,0.00010228088,0.00013768792],"category_scores_gemma":[0.0011786957,0.0001839074,0.0000322714,0.008922088,0.0032192175,0.011735422,0.0004596581,0.00030504414,0.00004975429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008486072,0.00017482304,0.108074754,0.000035850586,0.000009060338,3.6364222e-7,0.05812827,0.000023290882,0.00011509358,0.8096815,0.0010060949,0.022666054],"study_design_scores_gemma":[0.0007195412,0.000070561975,0.4349118,0.00037270188,0.00001999171,0.0000017874186,0.081261575,0.00046046183,0.000043392447,0.00035360194,0.48144937,0.00033521032],"about_ca_topic_score_codex":0.0011553618,"about_ca_topic_score_gemma":0.010376934,"teacher_disagreement_score":0.8093279,"about_ca_system_score_codex":0.002093327,"about_ca_system_score_gemma":0.001950209,"threshold_uncertainty_score":0.99964},"labels":[],"label_agreement":null},{"id":"W7114829216","doi":"","title":"Climate risk perception and climate information use: gendered differences among South African entrepreneurs","year":2025,"lang":"en","type":"article","venue":"London School of Economics and Political Science Research Online (London School of Economics and Political Science)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Cape Town; International Development Research Centre; Economic and Social Research Council; Government of the United Kingdom","keywords":"Climate change; Government (linguistics); Perception; Climate risk; Face (sociological concept); Climate change adaptation; Political economy of climate change","score_opus":0.17541707409824642,"score_gpt":0.4173901819436439,"score_spread":0.2419731078453975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114829216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982887,0.00008348046,0.0000111204845,0.004928751,0.00016800912,0.00051734835,0.000604699,0.00002162934,0.010777957],"genre_scores_gemma":[0.9636717,0.035290483,0.0005232442,0.0003035735,0.00010941705,0.00001293891,0.000024464462,0.000008824021,0.00005535284],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9949389,0.00038810898,0.0011094266,0.00076570106,0.00039638305,0.0024014523],"domain_scores_gemma":[0.9945953,0.0010921094,0.00035024103,0.000585198,0.0007116631,0.0026654885],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.008246009,0.00027118766,0.0005826369,0.0012015881,0.0018609199,0.0014189752,0.0009509391,0.000223135,0.00023266472],"category_scores_gemma":[0.004471415,0.0002551929,0.00010488872,0.0007921994,0.012446141,0.0030561057,0.0010968321,0.0006024665,0.00001993738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068691115,0.00007232216,0.35206193,0.000048881077,0.000008551976,1.440493e-7,0.00093128125,0.000011838502,0.00010212178,0.64192086,0.0000086777145,0.0047647157],"study_design_scores_gemma":[0.0007032064,0.00019689274,0.9366698,0.00009274203,0.0000321055,0.000002774455,0.01934359,0.0114743365,0.00009595709,0.02952359,0.0015509011,0.0003140976],"about_ca_topic_score_codex":0.011324367,"about_ca_topic_score_gemma":0.004057498,"teacher_disagreement_score":0.61239725,"about_ca_system_score_codex":0.0007242761,"about_ca_system_score_gemma":0.0015679321,"threshold_uncertainty_score":0.99999005},"labels":[],"label_agreement":null},{"id":"W7115700618","doi":"10.1371/journal.pmen.0000520","title":"Correction: Canadian adolescents’ perceptions of how climate change is impacting their mental health: A qualitative analysis of open-ended survey responses","year":2025,"lang":"en","type":"article","venue":"PLOS mental health.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Qualitative analysis; Qualitative research; Climate change; Mental health; Qualitative comparative analysis","score_opus":0.5627093025529848,"score_gpt":0.5528304877607149,"score_spread":0.00987881479226993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115700618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88741887,0.0007501198,0.000010355259,0.09456797,0.0008365315,0.002204103,0.010004519,0.000052110405,0.0041554226],"genre_scores_gemma":[0.9858802,0.009803645,0.000058294285,0.0027171667,0.0000260358,0.000055022832,0.0010115762,0.000009873543,0.0004381959],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99495935,0.003496053,0.000511554,0.00026130423,0.00030039166,0.00047133892],"domain_scores_gemma":[0.9983074,0.0003384697,0.0004798999,0.0003432508,0.00020574752,0.00032521682],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002845124,0.00014523203,0.00052675005,0.0007412635,0.001716696,0.00008091141,0.00044106552,0.0000815268,0.00057674875],"category_scores_gemma":[0.00018413721,0.00015158298,0.00014116091,0.0020258864,0.00022976613,0.0003096646,0.00015006504,0.0001723449,0.0000064563674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002540638,0.00040366908,0.12058579,0.00016071867,0.00020246579,5.588589e-8,0.8593294,2.071055e-7,0.00018919638,0.00019247245,0.008125804,0.010556125],"study_design_scores_gemma":[0.00034598124,0.00012352437,0.47035784,0.0006202883,0.000035302743,1.9668242e-7,0.52618456,0.00037456964,0.000026384461,0.0000137879515,0.0017994092,0.000118165764],"about_ca_topic_score_codex":0.70914084,"about_ca_topic_score_gemma":0.95113504,"teacher_disagreement_score":0.34977207,"about_ca_system_score_codex":0.0017146762,"about_ca_system_score_gemma":0.0008533989,"threshold_uncertainty_score":0.99958295},"labels":[],"label_agreement":null},{"id":"W7115810656","doi":"","title":"Polluting the discourse: How misinformation impacts climate change advocacy","year":2023,"lang":"","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Misinformation; Climate change; Social media; Dissemination; Scientific consensus; Information Dissemination; Empirical evidence; Public opinion","score_opus":0.1947646513223557,"score_gpt":0.3679856843967484,"score_spread":0.17322103307439268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115810656","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.064799234,0.0006158911,0.000088801775,0.016318412,0.0036386661,0.0028587473,0.00027377225,0.0005835486,0.9108229],"genre_scores_gemma":[0.297656,0.040641308,0.000046240308,0.00055573956,0.0011389254,0.000017326856,0.0019640715,0.0001293606,0.65785104],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9957121,0.0011442947,0.0004845248,0.0005868902,0.0009019482,0.0011702672],"domain_scores_gemma":[0.9969109,0.00042559602,0.0011622296,0.000813681,0.00034501098,0.00034252583],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012903054,0.00064644683,0.00051868503,0.00044972214,0.004199406,0.0009220073,0.0017364416,0.000684802,0.05641855],"category_scores_gemma":[0.00016011058,0.00060782157,0.0004626625,0.0026955607,0.00048305903,0.0019871844,0.0004892231,0.00085877144,0.0013242736],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002050123,0.000055283737,0.0006284555,0.0002790193,0.00008049369,0.000009479079,0.29375046,0.000007476993,0.000045248195,0.002423894,0.00055062555,0.70196456],"study_design_scores_gemma":[0.0006637373,0.000068889276,0.013528418,0.0008074625,0.00031549582,0.0000018121634,0.7111802,0.0006313161,0.000008590246,0.00005487885,0.27211738,0.0006217906],"about_ca_topic_score_codex":0.0028797311,"about_ca_topic_score_gemma":0.025766367,"teacher_disagreement_score":0.70134276,"about_ca_system_score_codex":0.0006467252,"about_ca_system_score_gemma":0.00025734032,"threshold_uncertainty_score":0.9996373},"labels":[],"label_agreement":null},{"id":"W7116040456","doi":"10.2139/ssrn.5753942","title":"Heterogeneity in Climate Risk Perception and Rights-Based Protection: A Multi-Group Analysis in the Marshall Islands and Kiribati","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Climate change; Perception; Climate justice; Climate policy; Risk perception; Motivated reasoning; Confirmatory factor analysis","score_opus":0.13311346471977245,"score_gpt":0.39153309548075915,"score_spread":0.25841963076098673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116040456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98502046,0.003050566,0.007104057,0.0025543366,0.0001664351,0.0013614888,0.00007584776,0.000025056283,0.0006417634],"genre_scores_gemma":[0.7810657,0.21831271,0.00012411101,0.00011185161,0.00012161307,0.00012444492,0.00007038824,0.0000100709685,0.000059138816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9907339,0.005047835,0.0009990291,0.0007532288,0.00055052055,0.0019154941],"domain_scores_gemma":[0.99809825,0.00026765963,0.0007819007,0.0005808494,0.00015660026,0.000114738184],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.015279698,0.00046303787,0.0006950062,0.0011509632,0.0018184135,0.0005453864,0.0007593252,0.0006080315,0.0001460277],"category_scores_gemma":[0.00011687641,0.00037627568,0.0003633311,0.0017899678,0.00039641766,0.00027369364,0.00030008715,0.0060362266,0.0000051551433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009072293,0.0014764366,0.7212548,0.00028821448,0.0009743273,0.0000057917027,0.11429944,0.0012036855,0.00013011465,0.0048150276,0.0000037296322,0.15464115],"study_design_scores_gemma":[0.0033295425,0.00042325954,0.7795566,0.0004107136,0.001205232,0.0000418199,0.07441778,0.11416117,6.994175e-7,0.02494423,0.00075093535,0.00075804285],"about_ca_topic_score_codex":0.015568289,"about_ca_topic_score_gemma":0.75614125,"teacher_disagreement_score":0.740573,"about_ca_system_score_codex":0.002327028,"about_ca_system_score_gemma":0.00076498307,"threshold_uncertainty_score":0.9998689},"labels":[],"label_agreement":null},{"id":"W7116393626","doi":"10.22215/ff/v5.i1.07","title":"‘Fixing’ international reporting in Canadian media: Practical frameworks for more equitable collaborations","year":2025,"lang":"fr","type":"article","venue":"Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Journalism; Term (time); Work (physics); Foreign policy","score_opus":0.5619839539270515,"score_gpt":0.5577537076479532,"score_spread":0.004230246279098293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116393626","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063519165,0.036342774,0.0015164218,0.8268437,0.009355326,0.0009558279,0.0002242452,0.000078794816,0.06116376],"genre_scores_gemma":[0.9270014,0.06251378,0.002998655,0.0019040278,0.00061687035,0.00015505074,0.0002247981,0.000027199996,0.0045582214],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961323,0.00064886635,0.0016744513,0.00045255086,0.00033679244,0.0007550223],"domain_scores_gemma":[0.9922664,0.004078879,0.0024056241,0.0003348451,0.0006219838,0.0002922248],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0051583042,0.00027199415,0.00042267868,0.0010490521,0.0017002157,0.00084028806,0.00037515626,0.00064153934,0.0005155253],"category_scores_gemma":[0.021979429,0.00031270535,0.00010559182,0.0015447092,0.00033463785,0.0032808643,0.00017693179,0.0016300674,0.0000069934486],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028880345,0.000879319,0.45732266,0.0003843469,0.00047254146,0.0002505007,0.26996425,0.0021327063,0.000086085594,0.12867159,0.08930583,0.050241377],"study_design_scores_gemma":[0.0005349017,0.000023732995,0.0080126645,0.00070949603,0.000061225226,0.000026910959,0.16550773,0.0094244955,0.000002899144,0.004665228,0.8107671,0.00026360262],"about_ca_topic_score_codex":0.37564236,"about_ca_topic_score_gemma":0.7040124,"teacher_disagreement_score":0.86348224,"about_ca_system_score_codex":0.0008975532,"about_ca_system_score_gemma":0.0026990573,"threshold_uncertainty_score":0.9999325},"labels":[],"label_agreement":null},{"id":"W7116402398","doi":"10.22215/ff/v5.i1.03","title":"Trust in the Age of Algorithms: How Gen Z Canadians navigate news, skepticism, and selective exposure","year":2025,"lang":"fr","type":"article","venue":"Facts & Frictions Emerging Debates Pedagogies and Practices in Contemporary Journalism","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Misinformation; Privilege (computing); Citizen journalism; Social media; Consumption (sociology); Digital media; Qualitative research; News media; Disinformation","score_opus":0.3564497669329955,"score_gpt":0.4651380704282345,"score_spread":0.108688303495239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116402398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5005046,0.14311828,0.00014503565,0.3216972,0.0014362048,0.00070490944,0.00013645145,0.000034898294,0.032222386],"genre_scores_gemma":[0.82094455,0.17476696,0.00020578915,0.00083780603,0.00014159287,0.000030558727,0.000040521005,0.000012402421,0.0030198388],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.996803,0.0016565378,0.0005768948,0.00031451575,0.0002699845,0.00037905967],"domain_scores_gemma":[0.99693656,0.0017403188,0.00074827427,0.00030658478,0.00017265418,0.00009560219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018220806,0.00025037755,0.0003821013,0.0004415689,0.00094282447,0.00044358074,0.000407663,0.00023588203,0.00007822807],"category_scores_gemma":[0.0007820295,0.00022345917,0.0000752232,0.0012084501,0.0005227192,0.0015840573,0.00011356576,0.0009309856,0.0000014495481],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001197216,0.00038841183,0.18796222,0.00032666101,0.0002682024,0.00013936478,0.6589117,0.00015245602,0.00017386102,0.008216831,0.01206139,0.1312792],"study_design_scores_gemma":[0.0005938046,0.00009155104,0.04500663,0.00052211335,0.000091033966,0.0000326212,0.4128397,0.0008286715,0.000004266507,0.0020959866,0.5376684,0.00022523582],"about_ca_topic_score_codex":0.2056689,"about_ca_topic_score_gemma":0.21328773,"teacher_disagreement_score":0.525607,"about_ca_system_score_codex":0.00017407449,"about_ca_system_score_gemma":0.00038558783,"threshold_uncertainty_score":0.91124004},"labels":[],"label_agreement":null},{"id":"W7116791226","doi":"10.64628/aam.9uvcdesnc","title":"Fossil-fuel propaganda is stalling climate action. Here’s what we can do about it","year":2025,"lang":"","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Government (linguistics); Climate change; Agency (philosophy); Perspective (graphical)","score_opus":0.39111347920755096,"score_gpt":0.46840186828913927,"score_spread":0.0772883890815883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116791226","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04848882,0.03803259,0.00039528604,0.3442685,0.00639326,0.0020391091,0.0001503759,0.00045020954,0.55978185],"genre_scores_gemma":[0.42888436,0.54503125,0.000114650495,0.0033949586,0.0002310247,0.000052160776,0.000022713117,0.000018405086,0.022250477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650615,0.00053326326,0.00079821714,0.00068177097,0.00061360135,0.0008670135],"domain_scores_gemma":[0.99777305,0.0002514397,0.00032062153,0.00093868846,0.0004445621,0.0002716647],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001314335,0.00038558655,0.00043263246,0.00025081568,0.0024849577,0.0028563002,0.00088179874,0.00043123472,0.028469538],"category_scores_gemma":[0.00008528929,0.0003803324,0.00023332382,0.0012455268,0.0005348946,0.0014670943,0.00041537976,0.00052888755,0.00061051006],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013787515,0.0004717869,0.0016602314,0.0011459353,0.00013809325,0.0000026337555,0.28594056,0.000014965097,0.0009865051,0.014522439,0.01960036,0.6753786],"study_design_scores_gemma":[0.00048478183,0.00004924751,0.0005600615,0.0013316572,0.0000780725,8.253256e-7,0.37542915,0.00070461544,0.00013964754,0.0019535476,0.61886597,0.00040244558],"about_ca_topic_score_codex":0.0026711875,"about_ca_topic_score_gemma":0.0396796,"teacher_disagreement_score":0.67497617,"about_ca_system_score_codex":0.00066902855,"about_ca_system_score_gemma":0.00048469994,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W7117124545","doi":"10.1177/20542704251406052","title":"Geographical differences in the stress and distress of climate change journalists: An observational study","year":2025,"lang":"en","type":"article","venue":"JRSM Open","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Reuters Institute for the Study of Journalism, University of Oxford","keywords":"Observational study; Distress; Climate change; Stress (linguistics); Inequality; Heat stress","score_opus":0.7597416688055861,"score_gpt":0.5470817766090612,"score_spread":0.21265989219652492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117124545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840936,0.000099950135,0.0000012226172,0.0074527157,0.000051025887,0.0005712281,0.00004525457,0.000005356605,0.007679651],"genre_scores_gemma":[0.99582535,0.00366511,0.000016644872,0.00030127505,0.000036588666,0.00009659824,0.000029744466,0.0000015906909,0.000027099839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988486,0.0005957823,0.00016954204,0.000103108454,0.0001808956,0.000102037084],"domain_scores_gemma":[0.99947804,0.00018025275,0.00006850023,0.0001941669,0.000053014348,0.00002600689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010939589,0.000048113223,0.00011191809,0.000059899037,0.00034798452,0.00023446386,0.0007423769,0.000035911686,0.00012915196],"category_scores_gemma":[0.00005810018,0.00003402454,0.000015284315,0.0003183163,0.00015536892,0.0003047525,0.00020648027,0.00009519312,5.4045745e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015067355,0.0003161737,0.93257374,0.000009049953,0.000003459135,3.2924208e-7,0.039877273,4.700798e-8,0.0000029058886,0.019837879,0.000013404641,0.0073506664],"study_design_scores_gemma":[0.00022684825,0.0000321054,0.9166493,0.00006324801,0.0000066258517,6.6820164e-8,0.08121717,0.000023070881,1.9869726e-7,0.0011245436,0.00062085595,0.000035966976],"about_ca_topic_score_codex":0.010881385,"about_ca_topic_score_gemma":0.123978145,"teacher_disagreement_score":0.11309676,"about_ca_system_score_codex":0.000013886679,"about_ca_system_score_gemma":0.00001703865,"threshold_uncertainty_score":0.99570525},"labels":[],"label_agreement":null},{"id":"W7117147117","doi":"10.1002/pan3.70230","title":"Experienced climate change impacts help explain subjective well‐being—Evidence from 14 nature‐dependent communities","year":2025,"lang":"en","type":"article","venue":"People and Nature","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"FP7 Ideas: European Research Council; Agencia Estatal de Investigación; Ministerio de Ciencia, Innovación y Universidades","keywords":"Climate change; Vulnerability (computing); Perception; Context (archaeology); Life satisfaction; Political economy of climate change","score_opus":0.12956285854476005,"score_gpt":0.4153302468612182,"score_spread":0.2857673883164582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117147117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95905626,0.013048703,0.000009179515,0.008163362,0.0007708787,0.0004265797,0.0000557705,0.00012401908,0.018345224],"genre_scores_gemma":[0.90524757,0.09141003,0.00004977983,0.002574891,0.00021801637,0.00010485354,0.00010562161,0.000009146183,0.00028008074],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99844813,0.00047543185,0.00017790815,0.00023477084,0.00030557867,0.00035819123],"domain_scores_gemma":[0.99841917,0.00078335707,0.00009086241,0.00043494435,0.00015860217,0.000113064336],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000629656,0.00017506725,0.00023037168,0.00015241171,0.0013154334,0.00022429787,0.000500333,0.00058946724,0.0005684576],"category_scores_gemma":[0.0002691385,0.00016612881,0.00006492288,0.00045198138,0.0001913162,0.000587532,0.0003018406,0.0009880618,0.000024253737],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019551761,0.0001002342,0.10411742,0.00006067676,0.00003413659,0.0000032387022,0.8693851,2.6393883e-7,0.00087360316,0.010692449,0.0014985421,0.013038762],"study_design_scores_gemma":[0.0007485827,0.000078995894,0.42521667,0.0010701993,0.00006787594,0.0000021120843,0.5337819,0.00010460494,0.0013685692,0.004291838,0.032682706,0.00058593816],"about_ca_topic_score_codex":0.013362032,"about_ca_topic_score_gemma":0.15979342,"teacher_disagreement_score":0.33560324,"about_ca_system_score_codex":0.0001306612,"about_ca_system_score_gemma":0.000051343453,"threshold_uncertainty_score":0.99998474},"labels":[],"label_agreement":null},{"id":"W7117239239","doi":"10.21083/caree.v1i1.8944","title":"Dual Challenge of Climate Change and Misinformation: How Misinformation Shapes Vulnerability and Adaptation in Rural Communities in Pakistan","year":2025,"lang":"","type":"article","venue":"Canadian Agri-food & Rural Advisory Extension and Education Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Misinformation; Focus group; Climate change; Vulnerability (computing); Livelihood; Psychological resilience; Thematic analysis; Adaptive capacity; Risk perception; Climate risk","score_opus":0.18903626091588718,"score_gpt":0.3668619728608218,"score_spread":0.1778257119449346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117239239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495943,0.01086779,0.000006296668,0.03381964,0.00065331894,0.0007448324,0.00006873389,0.000012831778,0.0042322334],"genre_scores_gemma":[0.8561173,0.14248341,0.00008276545,0.00095880276,0.0001216701,0.000029546067,0.00013241656,0.000008915219,0.00006518634],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9970208,0.0009188538,0.0010932165,0.00015893976,0.00028680172,0.00052141596],"domain_scores_gemma":[0.99778366,0.00028031776,0.00055879913,0.00023845819,0.0005296237,0.0006091608],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0023759345,0.0003095122,0.00045203816,0.0012582047,0.0013764878,0.0004953042,0.00018989519,0.00029479325,0.00025993687],"category_scores_gemma":[0.00022202652,0.00031349986,0.00006506996,0.00066031876,0.00054845,0.0022557972,0.00009004933,0.00074633845,0.0000024557391],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010466959,0.00011438481,0.0087446645,0.0003464151,0.000013026937,5.3987435e-7,0.25158608,0.0000084566855,0.000021462367,0.004987919,0.0001483367,0.73392403],"study_design_scores_gemma":[0.00082437746,0.00016805856,0.3954546,0.0014462738,0.00002667585,0.000030865736,0.5907577,0.0036880563,8.505996e-7,0.0018253649,0.0055192607,0.00025788325],"about_ca_topic_score_codex":0.028326685,"about_ca_topic_score_gemma":0.37740418,"teacher_disagreement_score":0.7336662,"about_ca_system_score_codex":0.00057082437,"about_ca_system_score_gemma":0.0009146172,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W7117260607","doi":"10.21083/caree.v1i1.8952","title":"Understanding Gendered Dimensions to Agricultural Misinformation on Climate Change Adaptation in Nigeria","year":2025,"lang":"","type":"article","venue":"Canadian Agri-food & Rural Advisory Extension and Education Journal","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Misinformation; Climate change; Agriculture; Thematic analysis; Adaptation (eye); Agricultural productivity; Social learning; Theory of planned behavior; Water scarcity","score_opus":0.3895336875277006,"score_gpt":0.3743176277556644,"score_spread":0.015216059772036217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117260607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87862355,0.0019404105,0.00008407552,0.08114711,0.006488072,0.001686819,0.000077200326,0.000051112893,0.029901631],"genre_scores_gemma":[0.9703063,0.019057773,0.000119969925,0.009087891,0.0005051079,0.000059370203,0.00017123675,0.00001813377,0.0006742194],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99664736,0.00074078084,0.0009235006,0.00038479693,0.00041319715,0.0008903471],"domain_scores_gemma":[0.9969542,0.00018467025,0.00037067442,0.0003271341,0.00050081225,0.0016624851],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0012829355,0.0003986263,0.0003889661,0.0017463979,0.003406976,0.0007120123,0.00031818793,0.0003288541,0.0006362543],"category_scores_gemma":[0.00044857833,0.00036837236,0.00014114763,0.0015647224,0.00014329622,0.0011084155,0.00007161915,0.00081459706,0.00014058911],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005638414,0.0007490048,0.003976973,0.00026879928,0.00012236902,0.000008681093,0.4893918,0.0006173739,0.002280657,0.0600605,0.06898137,0.37297863],"study_design_scores_gemma":[0.0008957785,0.00035817205,0.31932014,0.002410907,0.00005865196,0.00004909731,0.64054763,0.00063732895,0.000008192244,0.0032763605,0.031772695,0.00066503254],"about_ca_topic_score_codex":0.0061158,"about_ca_topic_score_gemma":0.16960646,"teacher_disagreement_score":0.3723136,"about_ca_system_score_codex":0.0032135374,"about_ca_system_score_gemma":0.0018341844,"threshold_uncertainty_score":0.9998768},"labels":[],"label_agreement":null},{"id":"W7117263880","doi":"10.1016/j.joclim.2025.100611","title":"Climate change emotions, perceived mental health impacts, and supports among adolescents in Dhaka, Bangladesh: A cross-sectional mixed methods exploratory study","year":2025,"lang":"en","type":"article","venue":"The Journal of Climate Change and Health","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Athabasca University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mental health; Sadness; Thematic analysis; Anger; Climate change; Exploratory research; Psychological intervention; Feeling; Qualitative research","score_opus":0.40961694983194596,"score_gpt":0.5315171382279689,"score_spread":0.1219001883960229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117263880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773267,0.006015068,0.000009473868,0.014510367,0.00062662107,0.0012394814,0.00006564175,0.000025608182,0.00018107204],"genre_scores_gemma":[0.7202432,0.27745533,0.000071658884,0.001934902,0.00023464538,0.000026727934,0.000015372243,0.000011735212,0.000006412872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952751,0.0026878584,0.00087699183,0.00019786645,0.00035921656,0.00060300936],"domain_scores_gemma":[0.9984387,0.00013938449,0.0007220918,0.00022485844,0.00014824166,0.0003266791],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01264482,0.00019110867,0.0004752426,0.00040810462,0.0017313549,0.00015669761,0.00025509077,0.00010258384,0.0001029342],"category_scores_gemma":[0.000053112948,0.00015325782,0.00007186604,0.0004027485,0.00028037143,0.0006632945,0.00020209522,0.00046104702,0.00000254176],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001426752,0.00033193245,0.7322267,0.0002765181,0.000012701727,0.0000017026517,0.22988792,1.3927611e-7,0.000016401409,0.00012155303,0.00020615722,0.03677557],"study_design_scores_gemma":[0.0010729323,0.00031130968,0.88558584,0.00079454633,0.000012667764,0.000011350787,0.11147545,0.00003048611,4.6621557e-7,0.00008591299,0.0005189917,0.000100057856],"about_ca_topic_score_codex":0.0027806663,"about_ca_topic_score_gemma":0.045750223,"teacher_disagreement_score":0.27144027,"about_ca_system_score_codex":0.00042111357,"about_ca_system_score_gemma":0.00017270722,"threshold_uncertainty_score":0.9995683},"labels":[],"label_agreement":null},{"id":"W7117426110","doi":"10.1080/13504622.2025.2609196","title":"Climate emotions in early childhood: a conceptual framework for research, intervention, and policy action","year":2025,"lang":"en","type":"article","venue":"Environmental Education Research","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Action (physics); Environmental education; Conceptual framework; Context (archaeology); Qualitative research; Action research","score_opus":0.4615302107125683,"score_gpt":0.6020657678198746,"score_spread":0.14053555710730636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117426110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96600944,0.00034611323,0.00014505874,0.02308399,0.00020394023,0.0011189992,0.000027315305,0.00002315946,0.009041977],"genre_scores_gemma":[0.9865648,0.008643537,0.0005022061,0.00014683971,0.00022881971,0.00056409615,0.00009135134,0.000009374298,0.0032489747],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99754214,0.0011879591,0.00019112467,0.00025882988,0.00038982191,0.00043009527],"domain_scores_gemma":[0.9987854,0.0007416503,0.000035842586,0.0002578512,0.0000694027,0.00010985011],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034117054,0.000066021355,0.0000829604,0.0007830709,0.001433217,0.00015211123,0.00024770893,0.00014173401,0.00047669708],"category_scores_gemma":[0.0011366986,0.000077776705,0.000040217503,0.00080584077,0.0010410624,0.00023946656,0.00017817391,0.0005129392,0.00008210529],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054574015,0.0014168003,0.025039813,0.000042083306,0.000009829491,9.3637766e-8,0.12320483,0.0000012985178,0.0005276928,0.48578352,0.0026759394,0.36124355],"study_design_scores_gemma":[0.00030672457,0.000068101246,0.619579,0.00018556777,0.0000023711113,2.36794e-7,0.25256974,0.000012764181,0.000033713986,0.04433013,0.08283461,0.000077026925],"about_ca_topic_score_codex":0.0027075596,"about_ca_topic_score_gemma":0.001983045,"teacher_disagreement_score":0.5945392,"about_ca_system_score_codex":0.00091573707,"about_ca_system_score_gemma":0.00030860794,"threshold_uncertainty_score":0.9998668},"labels":[],"label_agreement":null},{"id":"W7117575673","doi":"10.4000/15fbi","title":"La radio à l’épreuve de la désinformation climatique. Analyse des stratégies des journalistes francophones lors de la COP 28","year":2025,"lang":"fr","type":"article","venue":"RadioMorphoses","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"French; Context (archaeology); European union; Western europe","score_opus":0.18401908880709641,"score_gpt":0.43564092223217726,"score_spread":0.2516218334250808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117575673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89431417,0.02792605,0.002980225,0.0020005517,0.0006359136,0.00024470448,0.00009656835,0.00016438498,0.07163744],"genre_scores_gemma":[0.83351797,0.15952483,0.004280269,0.00031480796,0.00020489171,0.000033543496,0.000053655,0.000022938888,0.002047112],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99265915,0.005620486,0.0006103006,0.00021692076,0.00031276332,0.0005803751],"domain_scores_gemma":[0.9944409,0.0043964586,0.00032511842,0.00038188713,0.0002277343,0.00022788053],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005192185,0.0003088371,0.0004149074,0.00033669107,0.0016469832,0.00090529525,0.00060146826,0.0007080165,0.0017494616],"category_scores_gemma":[0.0013146916,0.00032732793,0.00025155925,0.0013521278,0.00488331,0.0010933203,0.00009534453,0.00082205347,0.00008543252],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016737022,0.00066161086,0.11276032,0.0013151767,0.00040790622,0.000053996053,0.6036564,0.00096804544,0.005674511,0.041356046,0.029007647,0.20397098],"study_design_scores_gemma":[0.0018512304,0.00014078747,0.31001177,0.002844827,0.0005510374,0.00034720742,0.39706674,0.0052322564,0.0028361664,0.028578926,0.24962205,0.00091700675],"about_ca_topic_score_codex":0.008090505,"about_ca_topic_score_gemma":0.0044219987,"teacher_disagreement_score":0.22061439,"about_ca_system_score_codex":0.0012897298,"about_ca_system_score_gemma":0.00061468856,"threshold_uncertainty_score":0.99991786},"labels":[],"label_agreement":null},{"id":"W7117664283","doi":"10.26714/uwc.v3.v.2025","title":"Climate Change Education and the PISA 2025 Science Framework","year":2025,"lang":"","type":"article","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pace; Workforce; Pandemic; Face (sociological concept); Climate change; Quarter (Canadian coin); Coronavirus disease 2019 (COVID-19); Relevance (law)","score_opus":0.35389911986220973,"score_gpt":0.5063362514652651,"score_spread":0.15243713160305533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117664283","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024390297,0.008148323,0.00021169099,0.17461877,0.0035277521,0.0013010727,0.000007684913,0.00007338169,0.78772104],"genre_scores_gemma":[0.791756,0.19109417,0.00039380422,0.011296098,0.00037344964,0.00016918013,0.0000037286522,0.000005249794,0.0049083447],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980119,0.00046530284,0.00031264694,0.0003846511,0.0003808145,0.00044468255],"domain_scores_gemma":[0.9979873,0.0006967107,0.00013792988,0.0007466529,0.00031001732,0.00012144417],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0036512588,0.00015730443,0.0001966716,0.00022946071,0.004022894,0.00077722064,0.00094184704,0.00016875353,0.0024743406],"category_scores_gemma":[0.00074117427,0.00011521746,0.00006773508,0.0023055344,0.005078742,0.0005730024,0.0006391069,0.00031266827,0.00017500295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021348225,0.00007249743,0.00114494,0.000027305143,0.0000027847252,1.2182276e-8,0.045650758,3.0700953e-8,0.000010080389,0.6503057,0.0005446749,0.30221987],"study_design_scores_gemma":[0.0013344462,0.000052650234,0.0957989,0.0019901318,0.0002030003,0.000001542715,0.3432708,0.002822167,0.00003592081,0.20221585,0.3516237,0.00065085775],"about_ca_topic_score_codex":0.0021364505,"about_ca_topic_score_gemma":0.0014714872,"teacher_disagreement_score":0.7828127,"about_ca_system_score_codex":0.00018138309,"about_ca_system_score_gemma":0.0004900317,"threshold_uncertainty_score":0.9984375},"labels":[],"label_agreement":null},{"id":"W7118377806","doi":"10.17605/osf.io/q5w47","title":"CCF-canadian-climate-framing","year":2025,"lang":"","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Framing (construction); Newspaper; Annotation; Sentence; Event (particle physics)","score_opus":0.12648152854931197,"score_gpt":0.38030912549983215,"score_spread":0.25382759695052015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118377806","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024852024,0.000025888323,0.00018545904,0.010275641,0.0018551891,0.0013690103,0.00007468042,0.00017973757,0.96118236],"genre_scores_gemma":[0.5830715,0.017866591,0.00026699077,0.001464654,0.00020117467,0.00022247156,0.000079965954,0.000047283433,0.3967794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99162245,0.002513749,0.0011442119,0.0026024026,0.0006440933,0.0014730714],"domain_scores_gemma":[0.9911699,0.0011201468,0.00041150616,0.006091308,0.00037409936,0.00083300227],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.011795636,0.00053896743,0.0006546706,0.0007107434,0.0028613477,0.0008361183,0.0033767247,0.0008698346,0.8841844],"category_scores_gemma":[0.004366086,0.0007122715,0.0004410688,0.0014519002,0.00090986316,0.00065188785,0.002713294,0.0011286788,0.8935424],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002609941,0.0013325558,0.08351897,0.00088272203,0.0005488873,0.00003370422,0.10623911,0.0004769956,0.0018496611,0.13722657,0.1204413,0.5471885],"study_design_scores_gemma":[0.00060466834,8.267548e-7,0.026782328,0.0005106439,0.00015717473,0.0000039810784,0.01250081,0.0014651499,0.00023933624,0.0051269643,0.9519374,0.0006707274],"about_ca_topic_score_codex":0.0807354,"about_ca_topic_score_gemma":0.25686032,"teacher_disagreement_score":0.83149606,"about_ca_system_score_codex":0.0020610094,"about_ca_system_score_gemma":0.0014570168,"threshold_uncertainty_score":0.9995328},"labels":[],"label_agreement":null},{"id":"W7119022444","doi":"10.17169/refubium-50359","title":"Cross-disciplinary Perspectives on Developing Global Datasets and Indicators for Monitoring Climate Change Education and Communication (CCE)","year":2025,"lang":"en","type":"article","venue":"Refubium (Universitätsbibliothek der Freien Universität Berlin)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Bundesministerium für Bildung und Forschung","keywords":"Climate change; Leverage (statistics); Benchmarking; Sustainable development; Context (archaeology); Sustainability; Global warming; Compromise","score_opus":0.19224935268310203,"score_gpt":0.46009773545850835,"score_spread":0.26784838277540635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119022444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92000365,0.0074321916,0.0015386454,0.016275732,0.00059295376,0.0016471699,0.00066289864,0.0002992546,0.051547475],"genre_scores_gemma":[0.9431816,0.05098446,0.0042649005,0.00027209322,0.00013502549,0.000019749381,0.00039985098,0.000017632565,0.00072468724],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9985903,0.00022344962,0.00016036174,0.0004649423,0.00020498477,0.000355987],"domain_scores_gemma":[0.9987313,0.00023925833,0.00016907848,0.0005012857,0.0002003957,0.00015869402],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004985127,0.00019889718,0.0002035888,0.001554134,0.002687292,0.0002946548,0.000577317,0.00020837915,0.0000620015],"category_scores_gemma":[0.000056377692,0.0002446035,0.00005814531,0.0023150072,0.00054786954,0.0029949585,0.00054315553,0.00017541277,0.000007749784],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003026245,0.0002740207,0.0646496,0.00022695315,0.00013185907,0.0000027026674,0.07199205,0.0000035957178,0.000048830363,0.7764845,0.00075783447,0.085125424],"study_design_scores_gemma":[0.0024850385,0.000159051,0.27359194,0.0012287154,0.00032379024,0.000005802625,0.5197532,0.00023044152,0.000030901927,0.0057463907,0.1955412,0.00090352236],"about_ca_topic_score_codex":0.000541454,"about_ca_topic_score_gemma":0.00073204027,"teacher_disagreement_score":0.7707381,"about_ca_system_score_codex":0.00082051207,"about_ca_system_score_gemma":0.00022615828,"threshold_uncertainty_score":0.9986111},"labels":[],"label_agreement":null},{"id":"W7124830624","doi":"10.1177/29768659251413865","title":"Are we doomed, yet?! Climate tipping points twenty years later","year":2025,"lang":"en","type":"article","venue":"Dialogues on climate change.","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Climate change; Salience (neuroscience); Tipping point (physics); Climate governance; Climate system; Climate risk; Climate policy","score_opus":0.4560988850240977,"score_gpt":0.44202199463026104,"score_spread":0.014076890393836639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124830624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67690617,0.0016978377,0.000011893444,0.090621,0.0067697824,0.0019707421,0.0010022767,0.0012801215,0.21974017],"genre_scores_gemma":[0.8496329,0.13826893,0.000088724875,0.009698078,0.0007566452,0.00025941525,0.0004938432,0.000049043632,0.00075240067],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976777,0.00041634255,0.00035433852,0.00041648874,0.0003596258,0.0007755326],"domain_scores_gemma":[0.99859774,0.000283832,0.0002633105,0.00058553106,0.00011656211,0.00015300018],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010872049,0.00023129233,0.0003313648,0.00034376804,0.0008009936,0.00021465296,0.00053774094,0.00025373246,0.0009812008],"category_scores_gemma":[0.00018557113,0.00024184637,0.00015770752,0.0005449265,0.00024780116,0.00028392486,0.00029308448,0.00027227317,0.0016344904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083258614,0.0016195264,0.24041319,0.0011661819,0.00020607946,0.000107944004,0.2517831,0.000007817839,0.0009867944,0.124425456,0.05378473,0.3246666],"study_design_scores_gemma":[0.0013122038,0.0000742674,0.21237552,0.0017129955,0.00007196496,0.000001140473,0.025816226,0.00007976311,0.00009881002,0.004619283,0.7530752,0.0007626696],"about_ca_topic_score_codex":0.00026876564,"about_ca_topic_score_gemma":0.005971386,"teacher_disagreement_score":0.6992904,"about_ca_system_score_codex":0.00025219092,"about_ca_system_score_gemma":0.000022907765,"threshold_uncertainty_score":0.99993205},"labels":[],"label_agreement":null},{"id":"W7128750473","doi":"","title":"Evaluación emocional sobre el cambio climático en jóvenes andaluces: análisis de ecuaciones estructurales y multigrupo","year":2025,"lang":"sl","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Structural equation modeling; Moderation; Variance (accounting); Perception; Risk perception; Quarter (Canadian coin); Sample (material); Cognitive appraisal","score_opus":0.07847840102562134,"score_gpt":0.4080764508915104,"score_spread":0.32959804986588903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128750473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9407934,0.0015214268,0.00014625733,0.017203081,0.00080652477,0.00047285372,0.00029824587,0.00018745624,0.038570765],"genre_scores_gemma":[0.9690627,0.024989707,0.0009724814,0.0009180104,0.0004339327,0.000017539975,0.00025673822,0.000029930192,0.0033189466],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9953553,0.0024359988,0.00036607235,0.00055682345,0.0005319093,0.00075388903],"domain_scores_gemma":[0.99698585,0.0015637353,0.00026017713,0.00061468245,0.0002676579,0.00030789294],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016024164,0.00039099445,0.00047095178,0.0005007212,0.0016828836,0.00037894037,0.001083416,0.0008062969,0.0020450673],"category_scores_gemma":[0.00044079896,0.00045216718,0.00034591756,0.0010567219,0.0010339678,0.0005666187,0.00036797594,0.0005554672,0.00011880309],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000668832,0.0007015957,0.1171253,0.0006423105,0.00061690796,0.00009314029,0.34043485,0.00046198597,0.007625377,0.13729915,0.017211363,0.37711918],"study_design_scores_gemma":[0.0029111987,0.00011680832,0.4799921,0.0006710919,0.0006054656,0.000018653885,0.2920407,0.0057517053,0.00021291457,0.01710654,0.19949037,0.001082462],"about_ca_topic_score_codex":0.004739962,"about_ca_topic_score_gemma":0.008449369,"teacher_disagreement_score":0.37603673,"about_ca_system_score_codex":0.0010650682,"about_ca_system_score_gemma":0.0008374872,"threshold_uncertainty_score":0.999793},"labels":[],"label_agreement":null},{"id":"W7132062752","doi":"","title":"Addressing climate change in Canada: the importance of psychological science","year":2021,"lang":"en","type":"article","venue":"NPARC","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Affect (linguistics); Government (linguistics); Limiting; Environmental psychology; Greenhouse gas; Natural (archaeology); Global warming","score_opus":0.6284331614899422,"score_gpt":0.5149273852000469,"score_spread":0.11350577628989533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132062752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86117,0.00012614108,6.107738e-7,0.010528787,0.00012016631,0.000067934634,0.0000057210527,0.000006081828,0.12797455],"genre_scores_gemma":[0.99623466,0.0024858715,0.00012869842,0.0010759633,0.00004302122,0.000011959083,0.0000022161967,0.0000016416151,0.000015963647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99919873,0.00012836017,0.00011796944,0.00010845449,0.00026030725,0.00018616991],"domain_scores_gemma":[0.99951863,0.00007410942,0.000055861674,0.0002304116,0.00008383506,0.00003712599],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081326504,0.000030422927,0.000062956155,0.000020053032,0.00029799988,0.000022921398,0.00030200373,0.000020338759,0.0014718715],"category_scores_gemma":[0.00018446764,0.000023409812,0.000013402695,0.0005391882,0.00034008376,0.00009052413,0.000079511694,0.00008344281,0.0000030972296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011018968,0.00008878323,0.7749983,0.000015843005,0.000001152857,0.000012062958,0.036770333,0.0000011152933,0.015031844,0.0579013,0.0005479832,0.11462027],"study_design_scores_gemma":[0.00009966268,0.000004865444,0.9779152,0.000049314447,0.0000016602061,0.000001488241,0.015188839,0.00012604606,0.00016186571,0.0014300694,0.0049571274,0.0000638438],"about_ca_topic_score_codex":0.21726778,"about_ca_topic_score_gemma":0.98259616,"teacher_disagreement_score":0.7653284,"about_ca_system_score_codex":0.00020484833,"about_ca_system_score_gemma":0.0003859213,"threshold_uncertainty_score":0.9994409},"labels":[],"label_agreement":null},{"id":"W7132324722","doi":"","title":"La lutte contre le changement climatique au Canada : l’importance de la psychologie scientifique","year":2021,"lang":"fr","type":"article","venue":"NPARC","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational training; Poison control; Public policy","score_opus":0.21784086385740026,"score_gpt":0.411036488635421,"score_spread":0.19319562477802077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132324722","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19660905,0.0015091653,0.00014858415,0.13258731,0.0010684825,0.00016974963,0.00008754035,0.000036905723,0.6677832],"genre_scores_gemma":[0.95355576,0.018354263,0.0011206466,0.0042967997,0.00035223758,0.00006547126,0.000075293785,0.000017374421,0.022162149],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967727,0.0019223887,0.0002434221,0.0002971077,0.00029375113,0.00047060818],"domain_scores_gemma":[0.9985774,0.00047170056,0.00013150522,0.00046147656,0.00016988743,0.00018803669],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002171711,0.00013289096,0.0001722974,0.000030106132,0.0005814886,0.00012381496,0.00036649787,0.00022056348,0.007427788],"category_scores_gemma":[0.0003433537,0.0001564661,0.0000684604,0.00042368245,0.00064091594,0.0001246173,0.00012901446,0.00031330183,0.000044721124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021679536,0.00072245236,0.03183331,0.00032359466,0.00006855406,0.0002297145,0.07633965,0.000016433767,0.0141828125,0.32207406,0.37803742,0.17615034],"study_design_scores_gemma":[0.00031815495,0.0000077230015,0.019094434,0.00016999106,0.000017104034,0.000014166025,0.018585922,0.00017326423,0.00026803563,0.0061570313,0.9549994,0.00019478567],"about_ca_topic_score_codex":0.3377915,"about_ca_topic_score_gemma":0.9755429,"teacher_disagreement_score":0.7569467,"about_ca_system_score_codex":0.0010990658,"about_ca_system_score_gemma":0.0031716225,"threshold_uncertainty_score":0.99347955},"labels":[],"label_agreement":null},{"id":"W7132935035","doi":"","title":"Who is experiencing weathering? A question of belonging in the engineering profession","year":2024,"lang":"en","type":"article","venue":"TSpace","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Engineering education; Association (psychology); Government (linguistics); Agency (philosophy); Narrative","score_opus":0.21649119005013187,"score_gpt":0.4946290725632833,"score_spread":0.2781378825131514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132935035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983887,0.00066424656,0.00025364672,0.0063911076,0.00012703496,0.00011792849,3.2764066e-7,0.0000617337,0.008496959],"genre_scores_gemma":[0.9984329,0.0008063226,0.00009179433,0.000057205692,0.00005837738,0.000017958035,9.371008e-7,0.000004721689,0.0005298124],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9995556,0.000092960625,0.00007319794,0.00006377236,0.00012580857,0.00008865664],"domain_scores_gemma":[0.999758,0.00008804093,0.000015822741,0.00011114312,0.0000142546805,0.000012717734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068331836,0.00003561176,0.000045747358,0.000058419053,0.00009234111,0.00003661714,0.00011928036,0.000035217745,0.00018224765],"category_scores_gemma":[0.00005374518,0.000027937655,0.000019930389,0.00028052818,0.000024555167,0.00008965607,0.000021712263,0.00009124631,0.000007912877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012574391,0.0000057203315,0.0005105026,0.000030810268,8.7679524e-7,5.3294815e-7,0.9819648,0.000021745907,0.0039680307,0.0068011684,0.00008354161,0.006610992],"study_design_scores_gemma":[0.00011194295,0.00002565537,0.009286142,0.001768135,0.0000076002393,0.000001666849,0.87087435,0.027416373,0.0010523656,0.0002744494,0.08900255,0.00017876997],"about_ca_topic_score_codex":0.0014308267,"about_ca_topic_score_gemma":0.00065245095,"teacher_disagreement_score":0.11109047,"about_ca_system_score_codex":0.00006145111,"about_ca_system_score_gemma":0.000020995923,"threshold_uncertainty_score":0.21629915},"labels":[],"label_agreement":null},{"id":"W7132963793","doi":"","title":"&quot;Green&quot; Doesn&apos;t Always Make Good Impressions: Evaluations of Different Types of Environmentalists","year":2012,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Mainstream; Power (physics); Social perception; Affect (linguistics)","score_opus":0.35471293088952616,"score_gpt":0.5252887902327195,"score_spread":0.1705758593431933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132963793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8426668,0.0026060413,0.000011831272,0.0008658248,0.0007578033,0.00077431125,0.00014691174,0.000055377393,0.1521151],"genre_scores_gemma":[0.9384781,0.009048313,0.000101962054,0.000033842567,0.00018887038,0.00008672023,0.002135312,0.000034798868,0.049892087],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99808097,0.00040532884,0.00040224657,0.00020548957,0.0006590213,0.0002469401],"domain_scores_gemma":[0.99838877,0.0002036318,0.00059626,0.00056526996,0.00012396135,0.00012212337],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046249692,0.00020790088,0.00035627015,0.00014492107,0.00029209594,0.000018161723,0.000436935,0.00034023606,0.008521045],"category_scores_gemma":[0.00010603478,0.0001907831,0.00016796641,0.00016858405,0.00018234421,0.00008324636,0.00007175151,0.00021349046,0.00008272207],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016594586,0.0013535194,0.010595566,0.0006696435,0.00019829352,3.9301588e-7,0.77631986,0.000008078101,0.123338655,0.010273163,0.0015895955,0.07548729],"study_design_scores_gemma":[0.0013206012,0.00021439545,0.45362005,0.0014482038,0.0010403158,0.0000010435249,0.46145076,0.00008966178,0.011731511,0.002300565,0.065607496,0.001175403],"about_ca_topic_score_codex":0.0047875755,"about_ca_topic_score_gemma":0.033644304,"teacher_disagreement_score":0.4430245,"about_ca_system_score_codex":0.00016007964,"about_ca_system_score_gemma":0.00008429065,"threshold_uncertainty_score":0.9923853},"labels":[],"label_agreement":null},{"id":"W7132997431","doi":"","title":"Torrential Twitter: Climate Change, Female Politicians, and Harassment","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Harassment; Categorization; Scale (ratio); Climate change; Democracy; Empirical research; Government (linguistics)","score_opus":0.41986553596163684,"score_gpt":0.5343360000523788,"score_spread":0.11447046409074196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132997431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80662245,0.011410053,0.000006072388,0.012691139,0.007873328,0.0015127729,0.0001259536,0.00025074143,0.15950747],"genre_scores_gemma":[0.74857956,0.207956,0.0000727013,0.00092218694,0.0029370266,0.00035220952,0.0019701917,0.00010132209,0.03710881],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99700344,0.00037981133,0.0004834708,0.0007098396,0.000613104,0.0008103325],"domain_scores_gemma":[0.9985824,0.000107582586,0.00029250048,0.00052086805,0.00016179819,0.0003348483],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006915433,0.00047906983,0.00047823388,0.00027324673,0.0010761248,0.0006695961,0.00042085975,0.0005359549,0.0057516783],"category_scores_gemma":[0.00003577659,0.00052629877,0.00020666314,0.00042423146,0.00027236404,0.00022917899,0.00022718876,0.0005804445,0.0013908767],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000706527,0.00014743968,0.00077268627,0.0011233586,0.00006191115,0.000006619349,0.94473517,1.6467594e-7,0.0004804512,0.008571402,0.0020928506,0.041937273],"study_design_scores_gemma":[0.0003587854,0.00013842949,0.012050339,0.0017049984,0.00041503468,0.000003140169,0.68013257,0.00036314965,0.000055687728,0.0003105174,0.3036224,0.0008449387],"about_ca_topic_score_codex":0.0074973865,"about_ca_topic_score_gemma":0.0123744635,"teacher_disagreement_score":0.30152953,"about_ca_system_score_codex":0.0002854393,"about_ca_system_score_gemma":0.000115529874,"threshold_uncertainty_score":0.99971884},"labels":[],"label_agreement":null},{"id":"W7133035647","doi":"","title":"MEDIA RELATIONS - WHY WE NEED TO IMPROVE THE BIOTECH INDUSTRY&apos;SRELATIONS WITH THE MEDIA","year":2002,"lang":"en","type":"article","venue":"TSpace","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Media relations; Media industry; Print media; Government (linguistics)","score_opus":0.42396799852029704,"score_gpt":0.44802357549641836,"score_spread":0.024055576976121318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133035647","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05685879,0.00025278336,0.00023376242,0.82266706,0.00024167128,0.00058925286,0.000013169518,0.0001351455,0.119008385],"genre_scores_gemma":[0.97836864,0.0010677805,0.00027613394,0.0024931491,0.00042291413,0.00013693282,0.000014684145,0.000016562606,0.017203184],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.998954,0.00026541183,0.000106887885,0.00013042413,0.00031964603,0.0002236377],"domain_scores_gemma":[0.9983783,0.0008414875,0.00007175996,0.00049567106,0.000093080555,0.00011974667],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005417003,0.000087120454,0.00007475123,0.000061198545,0.0013291531,0.0001146415,0.00044316443,0.00019513142,0.004283436],"category_scores_gemma":[0.00043182526,0.000051162813,0.000034375596,0.000867934,0.00030754082,0.00011826013,0.00006737854,0.0005081465,0.0005643328],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006799275,0.000045885874,0.0006325569,0.0000013474395,0.000014561181,3.171471e-7,0.8436241,0.000051056788,0.00025520645,0.01874546,0.12290914,0.013713531],"study_design_scores_gemma":[0.00014201838,0.000016380158,0.005548309,0.000014590109,0.000026536438,6.9745516e-7,0.1875615,0.0002218691,0.000012983655,0.00027381192,0.8060662,0.00011510067],"about_ca_topic_score_codex":0.0019171765,"about_ca_topic_score_gemma":0.030704245,"teacher_disagreement_score":0.92150986,"about_ca_system_score_codex":0.000094414856,"about_ca_system_score_gemma":0.00003246845,"threshold_uncertainty_score":0.999971},"labels":[],"label_agreement":null},{"id":"W7133299730","doi":"10.7202/1123616ar","title":"Évaluation de la structure de l’Échelle de croyance de liens entre les changements climatiques et la COVID-19 : analyse auprès d’une population d’adultes","year":2025,"lang":"en","type":"article","venue":"Santé mentale au Québec","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"Population; Population structure; Environmental factor; Climate extremes","score_opus":0.13574072704839343,"score_gpt":0.4555798267251446,"score_spread":0.31983909967675117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133299730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821861,0.00021877862,0.0013332102,0.004610071,0.000044345492,0.00026859442,0.000052033425,0.00011398439,0.011172933],"genre_scores_gemma":[0.99308294,0.001990993,0.0021991797,0.0019665756,0.00008085493,0.000049438546,0.00022103166,0.000011741777,0.00039722395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973562,0.0017069149,0.00021213417,0.00019229183,0.00021390225,0.0003185884],"domain_scores_gemma":[0.9989655,0.000505831,0.0001383947,0.00021249398,0.000048219026,0.000129586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018169376,0.0001282589,0.00013774939,0.00012672496,0.0008722884,0.00012811448,0.00025675888,0.00017444987,0.0009015791],"category_scores_gemma":[0.00056231674,0.00013789293,0.000068894566,0.000313498,0.00019693232,0.00016535852,0.000082364124,0.0001646596,0.000006763398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003060806,0.00009588999,0.72725564,0.00006089967,0.000030180809,0.0000014902415,0.2215118,0.0002681774,0.004538269,0.0015788344,0.0005747898,0.044053417],"study_design_scores_gemma":[0.0006857678,0.000025352118,0.87227833,0.00014171617,0.00010761952,0.0000032165535,0.098166354,0.0033554966,0.0008653384,0.0055072745,0.018626839,0.00023671812],"about_ca_topic_score_codex":0.41200635,"about_ca_topic_score_gemma":0.7619422,"teacher_disagreement_score":0.34993586,"about_ca_system_score_codex":0.00279316,"about_ca_system_score_gemma":0.00110036,"threshold_uncertainty_score":0.98716587},"labels":[],"label_agreement":null},{"id":"W7133305681","doi":"10.7202/1123614ar","title":"Entre tensions et soutien : la dimension sociale de l’écoanxiété chez de jeunes adultes au Québec","year":2025,"lang":"en","type":"article","venue":"Santé mentale au Québec","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Perspective (graphical); Conscience; Social relationship; Gender identity","score_opus":0.08156799805895806,"score_gpt":0.3913117630816449,"score_spread":0.30974376502268686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133305681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92362744,0.00031532205,0.00003098408,0.022671204,0.00016650747,0.00024737752,0.000023748351,0.00015355089,0.05276387],"genre_scores_gemma":[0.99221325,0.0010024168,0.0001403369,0.0025604137,0.00013102713,0.000047520723,0.000047004025,0.0000150522665,0.0038429536],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982229,0.0006796145,0.00022358375,0.00022417663,0.00021324809,0.0004365015],"domain_scores_gemma":[0.99887526,0.0005239658,0.00009430807,0.00028604548,0.00007948601,0.00014091177],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008847808,0.00014893827,0.00017713898,0.000094949355,0.0013183219,0.000072046736,0.00032106615,0.00015126709,0.0007693918],"category_scores_gemma":[0.00036509728,0.00014845227,0.00012427918,0.00024226271,0.00046912767,0.00015452068,0.0001915676,0.00018920445,0.000112494105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004946343,0.00036221754,0.4523536,0.000035612673,0.00004485302,0.0000037686116,0.45808214,0.000004817053,0.0127106365,0.0037625823,0.005118193,0.06747211],"study_design_scores_gemma":[0.00094057166,0.000046736768,0.3402552,0.00029175766,0.00010209172,0.0000040631458,0.38323545,0.00011870046,0.0010822198,0.00057752884,0.2729437,0.00040196712],"about_ca_topic_score_codex":0.9085584,"about_ca_topic_score_gemma":0.98900336,"teacher_disagreement_score":0.2678255,"about_ca_system_score_codex":0.0029208667,"about_ca_system_score_gemma":0.005856175,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W7133336203","doi":"10.7202/1123613ar","title":"Une typologie pour comprendre 10 écoémotions","year":2025,"lang":"en","type":"article","venue":"Santé mentale au Québec","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Order (exchange); Term (time); State (computer science); Context (archaeology)","score_opus":0.2618872115066255,"score_gpt":0.4548956550295727,"score_spread":0.19300844352294722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133336203","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3759358,0.00024015758,0.000101334495,0.03162106,0.0003142158,0.00017009134,0.000019517194,0.00014679765,0.59145105],"genre_scores_gemma":[0.96013033,0.00059015007,0.000121542194,0.0006271585,0.000091570975,0.00002159239,0.000047179175,0.0000043750933,0.038366094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993128,0.00015807497,0.00012500044,0.00011989661,0.00010328365,0.00018091055],"domain_scores_gemma":[0.99949455,0.00013782636,0.000038236787,0.00024095565,0.000039746938,0.000048692607],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019701268,0.00006540028,0.00008566646,0.000061871084,0.00083270896,0.000032123586,0.00027232608,0.000059313297,0.0057735485],"category_scores_gemma":[0.00007542696,0.00006702835,0.0000531609,0.0002838719,0.0002702011,0.00007825152,0.00008473521,0.00007620922,0.0007779969],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052006402,0.00080328825,0.08648688,0.00005265963,0.00008191028,0.000003220929,0.10228289,0.0000096643,0.0048860325,0.082929455,0.13436207,0.5880499],"study_design_scores_gemma":[0.0003401853,0.000018096003,0.083228454,0.000043222495,0.000020455167,4.776618e-7,0.061931804,0.00004094204,0.00012031856,0.0013758594,0.85274976,0.00013041783],"about_ca_topic_score_codex":0.26662922,"about_ca_topic_score_gemma":0.8078412,"teacher_disagreement_score":0.7183877,"about_ca_system_score_codex":0.00068832363,"about_ca_system_score_gemma":0.00055553083,"threshold_uncertainty_score":0.99998355},"labels":[],"label_agreement":null},{"id":"W7133348585","doi":"10.7202/1123615ar","title":"« L’avenir dépend de la façon dont nous agissons aujourd’hui » : perceptions des changements climatiques chez des jeunes exposés à des événements météorologiques extrêmes au Québec","year":2025,"lang":"en","type":"article","venue":"Santé mentale au Québec","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec en Outaouais; Université du Québec à Chicoutimi","funders":"","keywords":"Cultural environment; Western europe; Poison control; Cultural values","score_opus":0.14855152280452716,"score_gpt":0.43046606175678204,"score_spread":0.2819145389522549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133348585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95658064,0.0017465742,0.00034554515,0.0018625323,0.00016393537,0.00061937363,0.000055402852,0.00034776126,0.038278244],"genre_scores_gemma":[0.9773086,0.016730348,0.0016902477,0.00053034886,0.00019140972,0.00037012127,0.00008624977,0.00003569902,0.0030569874],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9963753,0.0014027358,0.00051022694,0.00044020513,0.00036963492,0.00090190384],"domain_scores_gemma":[0.99838316,0.00048384836,0.00020925823,0.00050609163,0.00016440926,0.00025325117],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017947813,0.0003570684,0.0003615937,0.00028032664,0.003881633,0.0002569614,0.0007620177,0.00025337565,0.0015896967],"category_scores_gemma":[0.00037590796,0.00035665656,0.00021106581,0.0004065691,0.0026762988,0.00056970504,0.00036842667,0.00028101756,0.0000881007],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050783285,0.0005303751,0.42500964,0.00014511707,0.0000922369,0.000003858957,0.46976438,0.0000024321926,0.00787806,0.00030455913,0.0006415806,0.095576994],"study_design_scores_gemma":[0.0006326296,0.00016324993,0.61984235,0.0004873812,0.000122595,0.000006787216,0.35877052,0.000043198866,0.0011167682,0.0013894244,0.017006313,0.0004187603],"about_ca_topic_score_codex":0.80991936,"about_ca_topic_score_gemma":0.98550487,"teacher_disagreement_score":0.19483273,"about_ca_system_score_codex":0.008286145,"about_ca_system_score_gemma":0.001838843,"threshold_uncertainty_score":0.99988854},"labels":[],"label_agreement":null},{"id":"W7133503841","doi":"10.51936/dr.41.110.111-137","title":"DATA JOURNALISM, DEEP FEATURES, AND THE GEOGRAPHY OF CLIMATE CRISIS IN A MULTIRACIAL CITY: A CASE STUDY OF THE LOCAL’S ”TORONTO’S CLIMATE RIGHT NOW” ISSUE","year":2025,"lang":"","type":"article","venue":"Družboslovne razprave","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Journalism; Context (archaeology); Environmental justice; Climate justice; Climate change; Economic Justice; Perspective (graphical)","score_opus":0.11325613367282023,"score_gpt":0.4191346491747505,"score_spread":0.3058785155019303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133503841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9439943,0.016013145,0.00005837323,0.01597289,0.001640454,0.0043798946,0.0011634979,0.00003822709,0.01673921],"genre_scores_gemma":[0.91147345,0.087660395,0.000048455742,0.0005090113,0.00013746636,0.000053010037,0.00003918956,0.000022221793,0.000056824054],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.992153,0.004041949,0.0015281481,0.00073407625,0.00082151295,0.0007213179],"domain_scores_gemma":[0.9944083,0.001150775,0.0011548373,0.0027492158,0.00039353818,0.00014334513],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00668693,0.00045169596,0.0010203653,0.000356719,0.0017621224,0.00024863446,0.0023712297,0.00035814993,0.0009955848],"category_scores_gemma":[0.00033709957,0.0002999177,0.00029210735,0.0018349944,0.002083431,0.00054229196,0.002973343,0.000867356,0.0000043962045],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029859347,0.0054109762,0.13719681,0.0010066056,0.00094624277,0.00019635214,0.73175555,0.00006736168,0.00006696013,0.0063062035,0.002872714,0.111188285],"study_design_scores_gemma":[0.011206998,0.00024952172,0.08714608,0.00075691944,0.0013682164,0.0001380855,0.8719967,0.005496597,0.000027649341,0.00045676663,0.020557584,0.0005988901],"about_ca_topic_score_codex":0.09119178,"about_ca_topic_score_gemma":0.70090944,"teacher_disagreement_score":0.60971767,"about_ca_system_score_codex":0.0001985587,"about_ca_system_score_gemma":0.00014942398,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W7134516148","doi":"","title":"On the Brink","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Climate change; Arctic; Face (sociological concept); Identity (music); The arctic; Gateway (web page)","score_opus":0.13225227323820313,"score_gpt":0.2938928396470555,"score_spread":0.16164056640885235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134516148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8648455,0.000027312408,0.00002384545,0.005682506,0.000044133532,0.00010230131,0.000013690249,0.000042438587,0.12921824],"genre_scores_gemma":[0.99607867,0.0010285731,0.000033237844,0.0005070353,0.000024537383,8.810344e-8,0.0000053550057,0.0000017913635,0.0023206985],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994899,0.00011336926,0.00003814309,0.000093358234,0.00015996135,0.00010526597],"domain_scores_gemma":[0.9995692,0.00007874853,0.000042708652,0.00019463104,0.000068959074,0.00004576925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027017124,0.000012880968,0.00006033568,0.0000124407425,0.00066218304,0.00007169844,0.00033397516,0.000046934347,0.0014219465],"category_scores_gemma":[0.00004959156,0.000041154086,0.000051969793,0.00016301424,0.00022579102,0.00010089672,0.000025570775,0.00007471824,0.00008846265],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029905023,0.00006445785,0.00068290863,0.000001761241,0.0000029928958,0.0000037256398,0.0040195333,5.122775e-7,0.0000443717,0.000494724,0.016084986,0.97859704],"study_design_scores_gemma":[0.00013276482,0.000030839077,0.97177756,0.0000334716,0.0000044564263,0.0000010487647,0.010157614,0.000017709084,5.3470615e-8,0.0030943474,0.014696114,0.000053997173],"about_ca_topic_score_codex":0.11546694,"about_ca_topic_score_gemma":0.63780755,"teacher_disagreement_score":0.97854304,"about_ca_system_score_codex":0.00004810271,"about_ca_system_score_gemma":0.000026341022,"threshold_uncertainty_score":0.9994909},"labels":[],"label_agreement":null},{"id":"W7140300285","doi":"10.65301/ijcd.2015.5.1.5","title":"Media and Environmental Discourse","year":2015,"lang":"","type":"article","venue":"International Journal of Communication Development","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Happening; Global warming; Accident (philosophy); Indian ocean; World War II; Natural disaster; First world war","score_opus":0.37084303304618743,"score_gpt":0.44753530015085535,"score_spread":0.07669226710466792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7140300285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8605499,0.021608664,0.00096960063,0.07277316,0.004590276,0.00039092262,0.000053131524,0.000032232805,0.039032057],"genre_scores_gemma":[0.92647403,0.067698635,0.0046635712,0.00032922163,0.0002804961,0.0000045860293,0.000098607714,0.000013272222,0.00043755822],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968207,0.0006125453,0.0009677516,0.00011995424,0.0013124681,0.00016658759],"domain_scores_gemma":[0.99737895,0.00033501236,0.0009922605,0.00033938166,0.00057957234,0.00037480934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002607968,0.0001645822,0.00024209249,0.00027293368,0.0002700797,0.00023555956,0.0016088638,0.00012013645,0.0007382479],"category_scores_gemma":[0.00037065768,0.0001655137,0.00007814405,0.00010980933,0.00059266406,0.0006998837,0.0005859854,0.0003542397,0.000078704856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002670265,0.00077984954,0.010488167,0.000005605844,0.0003596531,0.000010451955,0.50978285,0.000037485155,0.00013040044,0.0051753246,0.0045199376,0.46844324],"study_design_scores_gemma":[0.0019889062,0.00006464779,0.02499568,0.00034060777,0.000054763423,0.00009664191,0.16039436,0.00019711618,0.00010248709,0.0019014409,0.8095247,0.00033865636],"about_ca_topic_score_codex":0.000050337218,"about_ca_topic_score_gemma":0.00027364833,"teacher_disagreement_score":0.8050048,"about_ca_system_score_codex":0.00081559527,"about_ca_system_score_gemma":0.0005817185,"threshold_uncertainty_score":0.80832964},"labels":[],"label_agreement":null},{"id":"W7162066827","doi":"10.59236/emro.v26i7a8287","title":"Climate Baby Dilemma","year":2024,"lang":"","type":"article","venue":"Educational Media Reviews Online","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Framing (construction); Dilemma; Climate change; Ethical dilemma; Action (physics); Climate justice","score_opus":0.5494706691689024,"score_gpt":0.5293602184465093,"score_spread":0.020110450722393147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162066827","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01637122,0.538934,0.00002050083,0.38722357,0.025204664,0.0017469067,0.0016453469,0.00020121198,0.028652601],"genre_scores_gemma":[0.03641702,0.93953884,0.0015963692,0.0019558931,0.012183487,0.00022975354,0.0044121775,0.000048383106,0.0036180723],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996076,0.0009846914,0.0011362849,0.0005979548,0.00063257787,0.0005724783],"domain_scores_gemma":[0.9966964,0.0016796426,0.0002411893,0.0006951385,0.00026008784,0.00042750538],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025563897,0.0003545213,0.0005239803,0.00024748975,0.00064444577,0.0004084173,0.00077278184,0.0002273323,0.06583121],"category_scores_gemma":[0.0019501752,0.00032596217,0.00038697952,0.0013693856,0.0004457109,0.00054113026,0.00017387066,0.0005898225,0.013928879],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009941982,0.0008453799,0.00035296893,0.001145343,0.000030753887,0.0000015546354,0.041871473,5.7727965e-7,0.00006358774,0.08685216,0.12113326,0.747693],"study_design_scores_gemma":[0.00008952179,0.00002140368,0.004567124,0.002451793,0.000112121335,0.000005872477,0.002340242,0.00031264467,7.1748997e-7,0.003021632,0.98673403,0.00034291358],"about_ca_topic_score_codex":0.0001933862,"about_ca_topic_score_gemma":0.002591739,"teacher_disagreement_score":0.86560076,"about_ca_system_score_codex":0.00044228506,"about_ca_system_score_gemma":0.0008238461,"threshold_uncertainty_score":0.99991924},"labels":[],"label_agreement":null},{"id":"W7162116524","doi":"10.82308/7016","title":"Student climate change education: The role of scientific technologies in improving public geoscience understandings","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Sociocultural evolution; Curriculum; Science education; Climate change; Educational technology; Educational research; Identification (biology); Learning sciences","score_opus":0.3773253101808585,"score_gpt":0.4713168433018206,"score_spread":0.09399153312096209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162116524","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4174045,0.0037474646,0.000002060571,0.008559691,0.0025243058,0.0015228272,0.00002125887,0.00021753249,0.56600034],"genre_scores_gemma":[0.98485893,0.008926554,0.000033085296,0.00002442784,0.00006289783,0.00022688264,0.00014682514,0.000009896713,0.0057105194],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99841076,0.00011482715,0.0002837536,0.0003108305,0.00054357585,0.00033627244],"domain_scores_gemma":[0.9982913,0.000077715165,0.00050928077,0.00080315425,0.00028202008,0.000036517496],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0019550968,0.00013192317,0.00017476328,0.00042709152,0.0021941878,0.00087984826,0.0018858731,0.00023431005,0.00025810694],"category_scores_gemma":[0.0003536232,0.00010392102,0.00006498236,0.0005592089,0.0009046373,0.000566652,0.00014918436,0.00025169438,0.000020477482],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063916696,0.00017828119,0.015335149,0.00007406862,0.000003532668,1.01141616e-7,0.11904949,2.0136234e-8,0.00059438695,0.17986697,0.000064532185,0.6848271],"study_design_scores_gemma":[0.000061637445,0.000013302027,0.021946771,0.00019557495,0.0000107631095,1.8017417e-7,0.9304842,0.000019585077,0.000091114365,0.0052492004,0.041759044,0.00016864194],"about_ca_topic_score_codex":0.0043278327,"about_ca_topic_score_gemma":0.17670955,"teacher_disagreement_score":0.8114347,"about_ca_system_score_codex":0.00030467802,"about_ca_system_score_gemma":0.00051899074,"threshold_uncertainty_score":0.9991048},"labels":[],"label_agreement":null},{"id":"W7163404348","doi":"10.18192/politika.8170","title":"So, Elections Canada, can I talk about the environment or not?","year":2019,"lang":"","type":"article","venue":"Politika – Undergraduate Journal of International Affairs Politics and Policy","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Work (physics); Set (abstract data type)","score_opus":0.09973200028091357,"score_gpt":0.362402896150738,"score_spread":0.26267089586982445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163404348","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18038692,0.0009838466,0.000049163104,0.6821236,0.0039036267,0.0005680242,0.0014814718,0.000018966075,0.13048436],"genre_scores_gemma":[0.92322475,0.04838138,0.000046902413,0.005074426,0.002215288,0.0000064054852,0.000031578023,0.000035536876,0.020983735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960593,0.00046193576,0.0011139592,0.00026425716,0.0012761609,0.0008244097],"domain_scores_gemma":[0.9967095,0.00070170715,0.001044868,0.000407283,0.00050892954,0.00062767166],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007249499,0.00036311834,0.00043794586,0.00040567332,0.0011259688,0.0005369576,0.001059112,0.00016833919,0.0018879513],"category_scores_gemma":[0.00033108244,0.00027273368,0.00026727922,0.0003073771,0.0007533263,0.00029596398,0.0002631103,0.00070946035,0.00008590528],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014964413,0.00031920837,0.0029033094,0.000076164986,0.0006645621,0.000021514194,0.015255356,0.00023079512,0.00026933354,0.96300834,0.012356501,0.004745284],"study_design_scores_gemma":[0.0011071595,0.000281305,0.017426671,0.00021824376,0.00014117605,0.0003350339,0.033400137,0.00064044516,0.00010517625,0.02038622,0.925494,0.00046444454],"about_ca_topic_score_codex":0.6252815,"about_ca_topic_score_gemma":0.5642323,"teacher_disagreement_score":0.9426221,"about_ca_system_score_codex":0.0026114122,"about_ca_system_score_gemma":0.004589636,"threshold_uncertainty_score":0.99997246},"labels":[],"label_agreement":null},{"id":"W85176626","doi":"","title":"New Media and the Turn to Experience in Environmental Communication","year":2013,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Mitacs; Pacific Institute for Climate Solutions","keywords":"Appeal; Interactivity; Sustainability; Public engagement; Politics; Perception; Sociology; Public relations; Underpinning; Environmental communication; Phenomenology (philosophy); Public participation; Psychology; Political science; Epistemology; Engineering; Computer science; Multimedia","score_opus":0.10028397458512983,"score_gpt":0.3209010385101714,"score_spread":0.22061706392504155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85176626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94419974,0.0006047531,0.000009234406,0.002432451,0.0002050707,0.00065104855,0.000015918285,0.000038719874,0.051843062],"genre_scores_gemma":[0.95224386,0.022131141,0.00013201275,0.00020765628,0.00005841348,0.000008398439,0.0005248829,0.00001380781,0.02467981],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99885094,0.00040366352,0.00013824536,0.00020333656,0.00023198692,0.00017181705],"domain_scores_gemma":[0.99905777,0.00024506377,0.00010809895,0.00041733094,0.00002459494,0.00014713797],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023550793,0.0001305728,0.00016436745,0.00022696494,0.00046118602,0.00008453167,0.0007554351,0.0002034137,0.0016180709],"category_scores_gemma":[0.000073216295,0.00012771167,0.00004743309,0.00035731544,0.00022023953,0.00027932887,0.00011750064,0.0002700727,0.00013502812],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009298329,0.00018215404,0.17591108,0.00004289066,0.00004667269,0.000009421075,0.59828043,0.000010295167,0.00006269315,0.032308612,0.033804853,0.15841104],"study_design_scores_gemma":[0.00061058946,0.0000062431523,0.012653966,0.000058087415,0.000016286773,8.04346e-10,0.67612374,0.000011320441,0.0000147137625,0.00030202238,0.3100412,0.00016185311],"about_ca_topic_score_codex":0.014882819,"about_ca_topic_score_gemma":0.7758142,"teacher_disagreement_score":0.7609314,"about_ca_system_score_codex":0.00024065428,"about_ca_system_score_gemma":0.000062990955,"threshold_uncertainty_score":0.9992946},"labels":[],"label_agreement":null},{"id":"W92756557","doi":"","title":"A web-based Instrument to Model Social Norms: NERD Design and Results","year":2006,"lang":"en","type":"article","venue":"Integrated Assessment","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Public opinion; Bridge (graph theory); Citizen journalism; Nerd; Social media; Focus group; Perception; Computer science; Focus (optics); Data science; Public relations; Management science; Knowledge management; Psychology; Political science; Marketing; Business; World Wide Web; Engineering; Medicine; Politics","score_opus":0.3327346436646949,"score_gpt":0.4481099882230722,"score_spread":0.11537534455837728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W92756557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60189027,0.000040891522,0.145315,0.076868445,0.00034565938,0.0018624782,0.00022064251,0.0005452269,0.17291136],"genre_scores_gemma":[0.97642833,0.00008497534,0.021684542,0.0007221353,0.00008300088,0.00010147315,0.00012162907,0.000010166987,0.0007637378],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987061,0.00029293465,0.0002755574,0.00020332745,0.0002913021,0.00023077625],"domain_scores_gemma":[0.9994271,0.000087517925,0.00008600799,0.00015578237,0.00015347441,0.00009012272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088812166,0.00011449666,0.00012443523,0.000104591454,0.00054491736,0.0001691004,0.00018571714,0.00009804744,0.00009610337],"category_scores_gemma":[0.000038164773,0.000103322964,0.00003596446,0.00028855857,0.00010280927,0.00009760893,0.000038596063,0.00014295081,0.00002288305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013662325,0.002682638,0.004127376,0.00006520771,0.00009255845,0.00001450564,0.077311344,0.04192598,0.048097484,0.14151815,0.2192173,0.46358123],"study_design_scores_gemma":[0.0043841638,0.00035424938,0.011722848,0.00016305344,0.00005686358,8.364115e-7,0.022226486,0.5870463,0.00055164617,0.0058753425,0.36670324,0.00091495673],"about_ca_topic_score_codex":0.004154511,"about_ca_topic_score_gemma":0.0078777345,"teacher_disagreement_score":0.54512036,"about_ca_system_score_codex":0.0004739888,"about_ca_system_score_gemma":0.000394635,"threshold_uncertainty_score":0.6280405},"labels":[],"label_agreement":null}]}