{"meta":{"query_hash":"366d3bca73e9","filters":{"venue":"Science Communication"},"cohort_total":44,"direct_labels_cover":0,"predictions_cover":44,"exported":44,"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/366d3bca73e9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Science+Communication"},"results":[{"id":"W1967665189","doi":"10.1177/1075547006291990","title":"Brain Imaging","year":2006,"lang":"en","type":"article","venue":"Science Communication","topic":"Neuroethics, Human Enhancement, Biomedical Innovations","field":"Neuroscience","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Clinical Research Institute","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Meaning (existential); Context (archaeology); Interpretation (philosophy); Psychology; Social neuroscience; Ethical issues; Cognition; Cognitive neuroscience; Sociology; Cognitive science; Neuroscience; Engineering ethics; Social cognition; Computer science","score_opus":0.05046201792306078,"score_gpt":0.35218584722620266,"score_spread":0.3017238293031419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967665189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6410923,0.00011984883,0.011926384,0.11420819,0.0006866055,0.00061267527,0.00001086081,0.0006686675,0.23067448],"genre_scores_gemma":[0.99249077,0.000013981875,0.001654535,0.0048917406,0.00003479269,0.000019414147,0.0000038620146,0.000007983554,0.0008829145],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99839234,0.00012188555,0.0002597953,0.00035174855,0.00057857006,0.00029565103],"domain_scores_gemma":[0.99824995,0.00040730953,0.00013574438,0.0010312012,0.00012606889,0.00004973022],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010793112,0.00008110934,0.00006343066,0.0002488071,0.0010198507,0.00019504607,0.0015249379,0.000019431587,0.00008776377],"category_scores_gemma":[0.002036049,0.00008116463,0.00001999139,0.0018641611,0.0028883035,0.00073312526,0.00038088273,0.00024643718,0.00017663481],"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":[7.4613075e-7,0.000043501946,0.00018002932,0.0000014387011,7.495686e-8,5.4374533e-7,0.00006644813,0.0000061681535,0.80795354,0.18680093,0.0021899662,0.0027566021],"study_design_scores_gemma":[0.00023393493,0.000016308735,0.008087897,0.000026066167,0.0000020311147,0.000011510563,0.000069041256,0.004013371,0.8352199,0.122602955,0.029514616,0.00020236624],"about_ca_topic_score_codex":0.00006163038,"about_ca_topic_score_gemma":0.000016790815,"teacher_disagreement_score":0.3513985,"about_ca_system_score_codex":0.00009618288,"about_ca_system_score_gemma":0.00011859009,"threshold_uncertainty_score":0.99982524},"labels":[],"label_agreement":null},{"id":"W1978311053","doi":"10.1177/1075547005275988","title":"Reporting the Future—Journalism Meets Emerging Science","year":2005,"lang":"en","type":"article","venue":"Science Communication","topic":"Science, Research, and Medicine","field":"Medicine","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":"Environment and Climate Change Canada","funders":"","keywords":"Excellence; Political science; Journalism; Science communication; Association (psychology); Public relations; Library science; Media studies; Sociology; Science education; Psychology; Law","score_opus":0.06668006874407843,"score_gpt":0.44132187136448536,"score_spread":0.3746418026204069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978311053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.831636,0.0025431195,0.00013596968,0.13238451,0.00034248835,0.0003220142,1.978248e-7,0.00006493386,0.032570757],"genre_scores_gemma":[0.991785,0.0008870763,0.0049084676,0.0015609687,0.0004038963,0.000011519386,0.000001083019,0.0000055846626,0.00043640553],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99638546,0.000057037298,0.00061777147,0.0003376985,0.0020426922,0.00055931805],"domain_scores_gemma":[0.9965065,0.00008343921,0.00054383214,0.0017181569,0.0008212914,0.00032675904],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01972097,0.00009209155,0.00015289927,0.00041320053,0.0025692377,0.00017478074,0.001908268,0.000026014974,0.00006363104],"category_scores_gemma":[0.003871113,0.00005419532,0.00004636442,0.0034987102,0.004649222,0.0009689728,0.00044083997,0.0004326434,0.000033599146],"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":[0.000023542556,0.00012318675,0.014310655,0.000015358073,0.0000056628332,0.000008740413,0.011394437,0.00005453237,0.40839094,0.014695507,0.0012997364,0.5496777],"study_design_scores_gemma":[0.0013878534,0.00024317192,0.60194546,0.00054753217,0.000061687264,0.0015172341,0.024881324,0.03476174,0.10030428,0.0014294109,0.2325121,0.0004081944],"about_ca_topic_score_codex":0.000064801265,"about_ca_topic_score_gemma":0.000045411154,"teacher_disagreement_score":0.5876348,"about_ca_system_score_codex":0.00028430836,"about_ca_system_score_gemma":0.001384061,"threshold_uncertainty_score":0.9987293},"labels":[],"label_agreement":null},{"id":"W1989325624","doi":"10.1177/1075547000021004001","title":"Consensus Conferences as Deliberative Democracy","year":2000,"lang":"en","type":"article","venue":"Science Communication","topic":"Social Media and Politics","field":"Social Sciences","cited_by":140,"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":"Deliberation; Deliberative democracy; Democracy; Political science; Process (computing); Key (lock); Public relations; Engineering ethics; Computer science; Engineering; Law; Politics","score_opus":0.0551181309537639,"score_gpt":0.3952297910933637,"score_spread":0.3401116601395998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989325624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6102085,0.000108323446,0.0000033531896,0.010754047,0.00011408968,0.00011991655,0.0000015104113,0.000057439654,0.37863278],"genre_scores_gemma":[0.9951447,0.00064436963,0.00094487285,0.0006675135,0.00007183835,0.000010887191,0.0000029857465,0.0000030722629,0.0025097071],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985764,0.0003490454,0.00014651785,0.00014647705,0.00046648594,0.0003150511],"domain_scores_gemma":[0.9986344,0.0004805833,0.000057716854,0.00036597284,0.0002897662,0.00017154793],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00083190954,0.000061740706,0.000082644896,0.000055789038,0.0025974533,0.00018571921,0.00091018714,0.00005481062,0.0013846266],"category_scores_gemma":[0.00095635944,0.00006101862,0.000024303912,0.00064602407,0.0041845986,0.00027687548,0.000042855983,0.00012868525,0.0005446433],"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":[0.000009556135,0.00005101159,0.006553269,0.0000013659934,0.0000043468217,8.284372e-7,0.11133325,0.0000049347927,0.0004269387,0.7621272,0.0011305318,0.11835673],"study_design_scores_gemma":[0.0004023055,0.00008465902,0.013331738,0.000056770576,0.000021596568,0.000004086067,0.11959867,0.00030666022,0.0035392656,0.4647315,0.39748523,0.00043750837],"about_ca_topic_score_codex":0.0065351906,"about_ca_topic_score_gemma":0.0010461995,"teacher_disagreement_score":0.39635468,"about_ca_system_score_codex":0.000105212486,"about_ca_system_score_gemma":0.0015647063,"threshold_uncertainty_score":0.9995282},"labels":[],"label_agreement":null},{"id":"W1992482989","doi":"10.1177/107554702237846","title":"GM Food Labeling","year":2002,"lang":"en","type":"article","venue":"Science Communication","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological 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 Calgary","funders":"","keywords":"Food labeling; Balance (ability); Battle; State (computer science); Business; Matching (statistics); Law and economics; Marketing; Political science; Economics; Psychology","score_opus":0.08022664889241672,"score_gpt":0.2487940272561625,"score_spread":0.1685673783637458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992482989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979796,0.00044016447,0.0000071770755,0.0051284097,0.000025412637,0.000104881154,0.0000021565752,0.000047152753,0.014448663],"genre_scores_gemma":[0.9978922,0.00017920048,0.0016430259,0.00012385946,0.000020974,0.000007817436,0.0000050375597,3.6008146e-7,0.00012754885],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99901175,0.000061254774,0.00010638163,0.00018441386,0.0003792982,0.00025691837],"domain_scores_gemma":[0.9994179,0.00010699721,0.000028827237,0.0002161861,0.00013346467,0.000096625925],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005861971,0.000051635598,0.000048948677,0.000017106639,0.0006225527,0.00014105688,0.001263305,0.000030594565,0.0012809712],"category_scores_gemma":[0.00020165567,0.000020915442,0.000018780465,0.0008983884,0.00037855914,0.00018916551,0.00032692406,0.0001153863,0.00027951936],"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":[6.8223045e-7,0.000045503573,0.000752263,6.338887e-7,8.050416e-7,8.0153555e-8,0.00014264898,0.0000044280964,0.8474009,0.0027127923,0.0001977286,0.14874151],"study_design_scores_gemma":[0.00041835752,0.0012204858,0.6068863,0.00005787777,0.000011366187,0.000022846009,0.0019131196,0.019127902,0.30795404,0.018766813,0.042748936,0.00087194453],"about_ca_topic_score_codex":0.000044106684,"about_ca_topic_score_gemma":0.00013331317,"teacher_disagreement_score":0.60613406,"about_ca_system_score_codex":0.00003292624,"about_ca_system_score_gemma":0.000006263441,"threshold_uncertainty_score":0.999632},"labels":[],"label_agreement":null},{"id":"W2000280390","doi":"10.1177/1075547005275427","title":"Achieving Buy-In","year":2005,"lang":"en","type":"article","venue":"Science Communication","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":61,"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","funders":"","keywords":"Knowledge transfer; Knowledge management; Process (computing); Matching (statistics); Body of knowledge; Business; Computer science; Medicine","score_opus":0.289795189439559,"score_gpt":0.5782053454331254,"score_spread":0.2884101559935664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000280390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8765421,0.0001785001,0.0007612031,0.014244797,0.00008590969,0.0001224001,4.0079092e-7,0.000024993687,0.10803972],"genre_scores_gemma":[0.98991287,0.00006992969,0.008718848,0.0005292862,0.000019879895,0.000010990945,0.0000010928898,0.0000020407276,0.0007350613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975535,0.00017468876,0.0004063362,0.00023432511,0.0014449696,0.00018614705],"domain_scores_gemma":[0.99789786,0.00036114056,0.0001394288,0.0012556994,0.0002869799,0.000058866513],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0142265195,0.0000527804,0.000082998755,0.00041876678,0.00036104347,0.00030108943,0.002102162,0.000020798037,0.0006582682],"category_scores_gemma":[0.0014750276,0.0000407431,0.00002287139,0.0020433315,0.0003055675,0.0018157425,0.00028552322,0.00012834447,0.0009587609],"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":[0.000006218219,0.0000981324,0.17474201,7.701773e-7,6.411741e-7,1.0189237e-7,0.00360283,0.0046409466,0.007995016,0.028322255,0.0009116069,0.7796795],"study_design_scores_gemma":[0.00023801743,0.000019460023,0.8540403,0.000018335246,0.0000010104319,0.0000020467717,0.0013991321,0.08217636,0.0014405247,0.006110212,0.054439303,0.00011527591],"about_ca_topic_score_codex":0.000021780752,"about_ca_topic_score_gemma":0.00037573377,"teacher_disagreement_score":0.7795642,"about_ca_system_score_codex":0.00015307932,"about_ca_system_score_gemma":0.00027317592,"threshold_uncertainty_score":0.9998191},"labels":[],"label_agreement":null},{"id":"W2002747675","doi":"10.1177/1075547004267491","title":"New Evidence on Instrumental, Conceptual, and Symbolic Utilization of University Research in Government Agencies","year":2004,"lang":"en","type":"article","venue":"Science Communication","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":465,"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":"Government (linguistics); The Symbolic; Conceptual framework; Sociology; Public relations; Political science; Psychology; Social science; Linguistics","score_opus":0.6781789006118617,"score_gpt":0.5680393100705534,"score_spread":0.11013959054130829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002747675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892183,0.00023001022,0.00044451407,0.002483821,0.000042016454,0.00021468925,0.0000016982956,0.0000063829666,0.0073585683],"genre_scores_gemma":[0.99670553,0.0013731776,0.0016806578,0.00006049419,0.0000036786428,0.0000015510548,7.606683e-7,0.0000016125917,0.00017252687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99618393,0.00042551264,0.0002861025,0.00026643553,0.0026798656,0.00015816266],"domain_scores_gemma":[0.99788064,0.00079209363,0.00015230836,0.0007859009,0.00031136873,0.00007771138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111870235,0.000055401575,0.00009867051,0.00033613245,0.0003686054,0.000102385464,0.0012296026,0.000028237115,0.00008949516],"category_scores_gemma":[0.001457223,0.000047794718,0.000013282102,0.0025807621,0.001183931,0.0012813559,0.0004153363,0.00013837643,0.000031626158],"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":[0.00020740382,0.0002477929,0.1384046,0.000012684685,0.000004219347,0.0000010396303,0.034090918,0.0043159486,0.029906567,0.5459726,0.0004852541,0.24635099],"study_design_scores_gemma":[0.0011071268,0.00050294003,0.84483695,0.000521945,0.000003837556,0.0000021287315,0.081919625,0.0041902983,0.03499659,0.029206963,0.0025323564,0.00017921058],"about_ca_topic_score_codex":0.00039722145,"about_ca_topic_score_gemma":0.00039521942,"teacher_disagreement_score":0.7064324,"about_ca_system_score_codex":0.00068107015,"about_ca_system_score_gemma":0.0009360348,"threshold_uncertainty_score":0.43622434},"labels":[],"label_agreement":null},{"id":"W2005774269","doi":"10.1177/1075547004267026","title":"Print Media Coverage of Antibiotic Resistance","year":2004,"lang":"en","type":"article","venue":"Science Communication","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":39,"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":"Antibiotic resistance; Newspaper; Antibiotics; Streptococcus pneumoniae; Resistance (ecology); Quarter (Canadian coin); Medical prescription; Microbiology; Medicine; Biology; Advertising; Business; Geography","score_opus":0.0181651944834075,"score_gpt":0.2990411755113154,"score_spread":0.28087598102790795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005774269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745008,0.00070594536,0.00047335515,0.0014940253,0.000061590334,0.00024106301,0.000023450366,0.000063717496,0.022436058],"genre_scores_gemma":[0.9912981,0.00038201496,0.008112003,0.00011043647,0.000007678533,0.0000020227824,0.000034821576,0.000004990904,0.000047960337],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9990502,0.00003306455,0.00019910252,0.00017221074,0.00040447328,0.00014095707],"domain_scores_gemma":[0.997995,0.00005494308,0.00012438207,0.001504087,0.00022728837,0.00009428289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067750533,0.00005839154,0.00013614829,0.00009512697,0.000106087035,0.000015243003,0.00057728123,0.00002039966,0.00001617469],"category_scores_gemma":[0.0007721282,0.00005330459,0.000029342304,0.00066302076,0.00085216074,0.00021884001,0.00018305621,0.000090550806,0.000035784702],"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":[0.0005385363,0.001927154,0.20765871,0.0006314809,0.00005311712,0.000026147498,0.0058140685,0.0005831771,0.56643206,0.17006068,0.0007261969,0.045548666],"study_design_scores_gemma":[0.0007664462,0.000032041244,0.95483655,0.0003514932,0.000012364808,0.0000044626154,0.00010248243,0.00004264937,0.039051622,0.0034414465,0.0012724524,0.00008600352],"about_ca_topic_score_codex":0.000028569433,"about_ca_topic_score_gemma":0.00009737444,"teacher_disagreement_score":0.74717784,"about_ca_system_score_codex":0.00013649241,"about_ca_system_score_gemma":0.00038769905,"threshold_uncertainty_score":0.31398216},"labels":[],"label_agreement":null},{"id":"W2006819205","doi":"10.1177/1075547001022004007","title":"Report: Success for Science2000 in Sydney—The Eighth World Congress of Science Producers","year":2001,"lang":"en","type":"article","venue":"Science Communication","topic":"Conferences and Exhibitions Management","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":"Banff Centre","funders":"","keywords":"Theme (computing); Project commissioning; Publishing; Political science; Media studies; Library science; Sociology; Law; Computer science","score_opus":0.054623561698540615,"score_gpt":0.3782972936035633,"score_spread":0.3236737319050227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006819205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8479609,0.00018778646,0.00030877697,0.023920521,0.00071013445,0.0014158587,0.0000028927595,0.000046345736,0.12544678],"genre_scores_gemma":[0.9967031,0.00023510765,0.001041736,0.00008471889,0.00002684339,0.00009819895,0.0000022528375,0.0000029719981,0.0018050948],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99761957,0.00010865888,0.0003747849,0.00040461944,0.0010078051,0.00048454409],"domain_scores_gemma":[0.997549,0.00016431317,0.00028871678,0.0011481008,0.0007531125,0.00009675759],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.012185691,0.00007877322,0.00011910077,0.0006469921,0.0030593157,0.0003633418,0.0033567012,0.000016484732,0.000056599016],"category_scores_gemma":[0.0014269378,0.000062279694,0.000035770317,0.007948278,0.015041037,0.0013549295,0.00036599374,0.000106405285,0.0000039943916],"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":[0.000025977612,0.00028557607,0.07936131,0.00002193332,0.000004132284,0.000003949271,0.018925855,0.00043987035,0.0024494051,0.85734916,0.0012359819,0.039896857],"study_design_scores_gemma":[0.0014179414,0.00021812708,0.44698653,0.00073228584,0.00005868049,0.00002529731,0.06794381,0.01771031,0.009325221,0.077347405,0.3770504,0.0011839905],"about_ca_topic_score_codex":0.0047421595,"about_ca_topic_score_gemma":0.023206182,"teacher_disagreement_score":0.78000176,"about_ca_system_score_codex":0.0003138496,"about_ca_system_score_gemma":0.0017029153,"threshold_uncertainty_score":0.99823856},"labels":[],"label_agreement":null},{"id":"W2025989240","doi":"10.1177/1075547007302213","title":"Square Pegs in Round Holes","year":2007,"lang":"en","type":"article","venue":"Science Communication","topic":"Health and Medical Research Impacts","field":"Medicine","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; Canadian Foundation for Healthcare Improvement; University of Ottawa","funders":"","keywords":"Scholarship; Promotion (chess); Disadvantaged; Discipline; Public relations; Value (mathematics); Sociology; Medical education; Psychology; Political science; Medicine; Social science; Politics; Mathematics","score_opus":0.22260038601120025,"score_gpt":0.5230450519762149,"score_spread":0.3004446659650146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025989240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9437833,0.0005511216,0.000540197,0.024925793,0.000036020585,0.00028573876,3.7083893e-7,0.000025518897,0.029851964],"genre_scores_gemma":[0.99576104,0.00032955606,0.0014686119,0.0022461007,0.000019521673,0.0000043976484,0.0000048130346,0.0000028267623,0.00016314138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985316,0.00003733673,0.00016669896,0.00010983514,0.0006105988,0.00054397265],"domain_scores_gemma":[0.9976836,0.0001535297,0.000028402686,0.0005787253,0.00014712576,0.0014086283],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0073694442,0.000037921207,0.000076609955,0.00024753707,0.00014682292,0.00002065118,0.00031339357,0.000035760328,0.000031815805],"category_scores_gemma":[0.01764623,0.000030410421,0.000011938663,0.0009820515,0.0007525938,0.00020977393,0.00008677993,0.00028183562,0.0000510691],"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":[0.00020346798,0.00051152083,0.14934884,0.00014783585,0.0000020552918,0.000031046275,0.0041321055,0.0000022265613,0.032900006,0.009727637,0.0024058698,0.80058736],"study_design_scores_gemma":[0.0008256176,0.00020676479,0.96398175,0.00029992432,0.0000020253485,0.000018888792,0.001456472,0.00045927177,0.0031110726,0.0010412355,0.028529903,0.00006710671],"about_ca_topic_score_codex":0.00020604896,"about_ca_topic_score_gemma":0.00021666192,"teacher_disagreement_score":0.8146329,"about_ca_system_score_codex":0.00032979768,"about_ca_system_score_gemma":0.0022798674,"threshold_uncertainty_score":0.99062854},"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":"W2033776605","doi":"10.1177/1075547011401631","title":"Graphical and Computationally Intensive Techniques for Presenting and Disseminating Information About the Genetics of Disease","year":2011,"lang":"en","type":"article","venue":"Science Communication","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","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":"Ontario College of Art and Design","funders":"","keywords":"Disease; Dissemination; Representation (politics); Genomics; Graphical display; Information Dissemination; Data science; Medical genetics; Computer science; Genetics; Biology; Genome; Medicine; World Wide Web; Political science; Gene","score_opus":0.028211697057606126,"score_gpt":0.3158339152394048,"score_spread":0.2876222181817987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033776605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782208,0.0009864246,0.019903153,0.000497886,0.000014034669,0.00017868406,0.0000061773503,0.0000084160065,0.00018441143],"genre_scores_gemma":[0.9718429,0.00027419368,0.027751753,0.00008881823,0.0000049049695,0.00001639396,0.000017120907,0.0000012560882,0.0000026575967],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996765,0.00002092797,0.00010715313,0.00006618056,0.000067510424,0.000061704304],"domain_scores_gemma":[0.99940085,0.000051819417,0.00008282174,0.0001661864,0.00027015488,0.000028152557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004150421,0.00003263379,0.00003478075,0.00002805937,0.00017133978,0.000018493292,0.00019457407,0.000025018293,2.0796533e-7],"category_scores_gemma":[0.0007580981,0.000023221208,0.000010357597,0.00006965691,0.0010513295,0.000010970389,0.0001929218,0.00003072309,3.0269362e-8],"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":[0.00012591713,0.000061233666,0.08258853,0.00014097664,0.000024978011,7.292699e-8,0.009967627,0.0000048858283,0.09593286,0.016237047,0.00031424288,0.7946016],"study_design_scores_gemma":[0.00022868904,0.000245347,0.9043052,0.00009619125,0.000025879353,0.000005057698,0.0037058343,0.009785004,0.06655076,0.012681666,0.0022140178,0.00015631455],"about_ca_topic_score_codex":0.0000053200247,"about_ca_topic_score_gemma":0.0000024593917,"teacher_disagreement_score":0.8217167,"about_ca_system_score_codex":0.0000016801117,"about_ca_system_score_gemma":0.000028296667,"threshold_uncertainty_score":0.38736674},"labels":[],"label_agreement":null},{"id":"W2036501454","doi":"10.1177/1075547007305166","title":"Social Epistemology","year":2007,"lang":"en","type":"article","venue":"Science Communication","topic":"Evaluation and Performance Assessment","field":"Decision 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":"Centre for Addiction and Mental Health","funders":"","keywords":"Social epistemology; Context (archaeology); Epistemology; Knowledge transfer; Variety (cybernetics); Social exchange theory; Epistemology of Wikipedia; Sociology; Process (computing); Psychology; Knowledge management; Social science; Computer science; Philosophy","score_opus":0.3751242082186892,"score_gpt":0.6042134133778434,"score_spread":0.2290892051591542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036501454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65020746,0.00007271052,0.011663443,0.0130587295,0.00028393403,0.00015109913,6.2681374e-7,0.000049125643,0.32451284],"genre_scores_gemma":[0.99522126,0.000008012775,0.0029848511,0.0005571335,0.000033090135,0.0000035627193,0.000001971019,0.000002075738,0.0011880655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973781,0.00015505945,0.00042572428,0.00022330039,0.0015824955,0.00023531137],"domain_scores_gemma":[0.9975951,0.00056304893,0.00020917816,0.00087017426,0.0006958107,0.00006669665],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02974081,0.000051513027,0.00008875361,0.00033391215,0.0010387728,0.00019300648,0.0020093098,0.00003534433,0.00045194622],"category_scores_gemma":[0.0013178556,0.000039612405,0.000032645275,0.0018671791,0.0008790833,0.0007212849,0.00028527845,0.00011318121,0.0007062627],"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":[0.00002129433,0.000083576786,0.05834562,0.0000011512993,0.0000022166894,5.098036e-7,0.005408189,0.000037321337,0.009084639,0.42463163,0.004522442,0.49786142],"study_design_scores_gemma":[0.00021503364,0.00003647794,0.83698434,0.0000031604884,0.0000023157136,0.0000066788234,0.0026417805,0.0033771275,0.0029110154,0.08697087,0.06673138,0.00011983226],"about_ca_topic_score_codex":0.000015613456,"about_ca_topic_score_gemma":0.000108688844,"teacher_disagreement_score":0.7786387,"about_ca_system_score_codex":0.000107574866,"about_ca_system_score_gemma":0.00026656743,"threshold_uncertainty_score":0.999086},"labels":[],"label_agreement":null},{"id":"W2041129936","doi":"10.1177/1075547008316304","title":"Review: Future Directions in Science Journalism, University of British Columbia School of Journalism, Vancouver, British Columbia, Canada, November 9-10, 2007","year":2008,"lang":"en","type":"article","venue":"Science Communication","topic":"Media Studies and Communication","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":"Journalism; Columbia university; Media studies; Political science; Sociology; Library science; Computer science","score_opus":0.01461454190976226,"score_gpt":0.25752707335860836,"score_spread":0.24291253144884611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041129936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88334966,0.07024997,0.000013922113,0.0028881489,0.0012607033,0.00080371794,0.00008732807,0.00003930641,0.04130725],"genre_scores_gemma":[0.6500852,0.34316912,0.00088480423,0.00026493514,0.00005109995,0.000004475415,0.0000040566233,0.000005973638,0.005530301],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971877,0.00038855808,0.0004903444,0.00026801633,0.0012624771,0.0004029487],"domain_scores_gemma":[0.9961722,0.00014350815,0.0006015245,0.00092655275,0.0018939184,0.0002623062],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0041916803,0.000062731444,0.0003003869,0.0000825094,0.003874869,0.00019643147,0.002790127,0.000061263665,0.0011730056],"category_scores_gemma":[0.0012424488,0.000130498,0.0000649116,0.003607259,0.0047027855,0.0010974272,0.00046241618,0.000375542,0.0000026446503],"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":[0.000004593321,0.0002580701,0.12967147,0.00007235765,0.000012601314,0.000008837414,0.0033192837,0.0000099055505,0.00016588838,0.000058118763,0.8451467,0.02127217],"study_design_scores_gemma":[0.00028987904,0.000020383945,0.44219455,0.0011406598,0.000016834478,0.000022177393,0.010712179,0.000031152682,0.0000033803879,0.0001302644,0.5452699,0.00016861259],"about_ca_topic_score_codex":0.99508816,"about_ca_topic_score_gemma":0.99987346,"teacher_disagreement_score":0.31252307,"about_ca_system_score_codex":0.0009617334,"about_ca_system_score_gemma":0.0062477915,"threshold_uncertainty_score":0.99974006},"labels":[],"label_agreement":null},{"id":"W2049046549","doi":"10.1177/1075547006298251","title":"Poster Presentations as a Genre in Knowledge Communication: A Case Study of Forms, Norms, and Values","year":2007,"lang":"en","type":"article","venue":"Science Communication","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":56,"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":"Disk formatting; Presentation (obstetrics); Competence (human resources); Prestige; Social media; Currency; Affect (linguistics); Computer science; Psychology; Multimedia; World Wide Web; Social psychology; Linguistics","score_opus":0.07371958377232415,"score_gpt":0.36873050199331975,"score_spread":0.29501091822099557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049046549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9146402,0.0011256495,0.0000047487356,0.00036879015,0.000027698728,0.00026515737,0.0000021566273,0.000024024312,0.08354161],"genre_scores_gemma":[0.999207,0.00008038464,0.00016014444,0.00005096433,0.000022939792,0.000016105409,0.0000075444323,0.0000052664986,0.00044964903],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990479,0.00012270502,0.00034332054,0.00013879793,0.00018509173,0.00016219357],"domain_scores_gemma":[0.99849313,0.00037507692,0.0001471693,0.00064919336,0.00028476887,0.000050683866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029167628,0.00006983258,0.000101369,0.00027800875,0.00092562154,0.00023535032,0.000680771,0.000029923462,0.000028372015],"category_scores_gemma":[0.00022290798,0.00006207436,0.000013169446,0.0002649223,0.00081408065,0.001393996,0.00039672983,0.00024487977,0.0000041187755],"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":[0.000012198813,0.00045091304,0.03543923,0.000025431185,0.0000064233095,0.0000058932546,0.86718786,0.000003750769,0.00009486368,0.08794922,0.0002320563,0.008592155],"study_design_scores_gemma":[0.0008096421,0.00020321629,0.03518418,0.00013138996,0.00002122238,0.00017562561,0.9516555,0.00049519615,0.00011164889,0.006586388,0.0044181417,0.00020787083],"about_ca_topic_score_codex":0.005221472,"about_ca_topic_score_gemma":0.019859767,"teacher_disagreement_score":0.08456683,"about_ca_system_score_codex":0.000035387828,"about_ca_system_score_gemma":0.000069199305,"threshold_uncertainty_score":0.99802524},"labels":[],"label_agreement":null},{"id":"W2051989200","doi":"10.1177/1075547009345473","title":"Social Representations of Risk in the Food Irradiation Debate in Canada, 1986-2002","year":2009,"lang":"en","type":"article","venue":"Science Communication","topic":"Risk Perception and Management","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":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Perspective (graphical); Context (archaeology); Public opinion; Public discourse; Food irradiation; Sociology; Discourse analysis; Public relations; Political science; Irradiation; Linguistics; Politics; Law; History","score_opus":0.04426385913760968,"score_gpt":0.35850982001842724,"score_spread":0.3142459608808176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051989200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9377503,0.00005874052,0.000025707064,0.014540831,0.00004337543,0.0002623923,0.0000042865668,0.000008219304,0.047306184],"genre_scores_gemma":[0.9990658,0.00044549967,0.00013982618,0.00029558598,0.000009502233,0.000010918141,0.00000471442,9.2043126e-7,0.000027194987],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986845,0.00043489583,0.0001890784,0.00010048542,0.00044456724,0.00014646507],"domain_scores_gemma":[0.99938035,0.000114301954,0.000121942205,0.00030066393,0.00006246538,0.000020301837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022344035,0.000033401546,0.00005761445,0.00016793168,0.00059402373,0.00004254722,0.00077857036,0.000016670714,0.000027193435],"category_scores_gemma":[0.0003209638,0.000029948056,0.000014293732,0.0015896582,0.0002759764,0.00031291548,0.000030228928,0.00009769386,0.0000027115573],"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":[0.000009471131,0.0002034307,0.0649852,0.0000021275064,0.0000030984063,3.8595513e-7,0.40007874,0.0018776592,0.00030919138,0.37211654,0.0037157186,0.15669844],"study_design_scores_gemma":[0.00009051488,0.0000071220293,0.95854783,0.0000040855107,0.0000027150757,2.9251964e-8,0.033771016,0.00093621743,0.000006021138,0.0045247534,0.0020747734,0.00003490815],"about_ca_topic_score_codex":0.81028014,"about_ca_topic_score_gemma":0.9899606,"teacher_disagreement_score":0.8935626,"about_ca_system_score_codex":0.00044629676,"about_ca_system_score_gemma":0.00057592173,"threshold_uncertainty_score":0.45688105},"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":"W2067039446","doi":"10.1177/1075547008316219","title":"Global Bird Flu Communication","year":2008,"lang":"en","type":"article","venue":"Science Communication","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":82,"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":"Newspaper; Bird flu; Influenza A virus subtype H5N1; Political science; ALARM; Public relations; Advertising; History; Computer security; Business; Computer science; Engineering; Medicine; Virology","score_opus":0.046124325759787685,"score_gpt":0.3598685227588854,"score_spread":0.3137441969990977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067039446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8521363,0.0016515078,0.00046425246,0.015365586,0.00008398672,0.00040357682,0.00000527571,0.00028887388,0.12960064],"genre_scores_gemma":[0.9896888,0.001185036,0.007575997,0.0013049884,0.000019285253,0.000015669833,0.000024436848,0.000007092615,0.00017866986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988363,0.0000911931,0.00022481212,0.00017464942,0.00042875094,0.0002443049],"domain_scores_gemma":[0.997363,0.00005270897,0.00009000789,0.0018973559,0.00031198133,0.0002849727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009018889,0.00007473654,0.00012473574,0.00008544054,0.00080805796,0.000036533354,0.0007561917,0.00003919806,0.000111740424],"category_scores_gemma":[0.00038147366,0.00006692831,0.00004204762,0.001119983,0.001021574,0.00039060976,0.0002263896,0.000117451964,0.00014732446],"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":[0.00016787411,0.001466037,0.57379967,0.00010268704,0.000031107833,0.000009149644,0.003770695,0.00006415122,0.0007243273,0.20421918,0.015884046,0.19976106],"study_design_scores_gemma":[0.00062939443,0.000096814234,0.97393763,0.00007866517,0.000017653048,0.00013280113,0.00058634015,0.0029886754,0.000054647226,0.0030793897,0.0182732,0.00012479225],"about_ca_topic_score_codex":0.0006252308,"about_ca_topic_score_gemma":0.000060415405,"teacher_disagreement_score":0.40013793,"about_ca_system_score_codex":0.00025942392,"about_ca_system_score_gemma":0.0010799384,"threshold_uncertainty_score":0.621501},"labels":[],"label_agreement":null},{"id":"W2067153236","doi":"10.1177/1075547006298486","title":"The Extent and Organizational Determinants of Research Utilization in Canadian Health Services Organizations","year":2007,"lang":"en","type":"article","venue":"Science Communication","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":132,"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":"Linkage (software); Relevance (law); Organizational culture; Unit (ring theory); Organizational learning; Perspective (graphical); Business; Service (business); Public relations; Regression analysis; Knowledge management; Psychology; Political science; Marketing; Computer science","score_opus":0.24122029553493346,"score_gpt":0.5843195549683776,"score_spread":0.34309925943344416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067153236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736699,0.0010950592,0.0003280642,0.019866453,0.00018956908,0.0014554725,0.000010527644,0.000027901886,0.0033570863],"genre_scores_gemma":[0.99721384,0.0016304202,0.0003974466,0.0005935809,0.000011618633,0.000012766507,0.000020278165,0.0000056821227,0.00011438907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757904,0.00078804407,0.00052081066,0.00015120307,0.00041411072,0.0005467734],"domain_scores_gemma":[0.99720776,0.0007007944,0.00016846825,0.00053985085,0.0011713463,0.00021177894],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.021708477,0.000044640467,0.00008065755,0.00041972438,0.004170967,0.000023391158,0.00057218096,0.000049093003,0.000018698327],"category_scores_gemma":[0.0009147925,0.000036828464,0.0000035888454,0.003234729,0.0005134887,0.00020917902,0.00026927894,0.00025492246,0.000012503048],"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":[0.000006321539,0.000035871115,0.7503629,0.0002182426,0.0000010543745,2.1221902e-7,0.029260393,0.000005675592,0.000074092044,0.20019653,0.00011446025,0.019724244],"study_design_scores_gemma":[0.000107074455,0.000022066839,0.9596813,0.00025509542,5.976488e-7,2.872117e-7,0.030670518,0.00090122345,0.00005458725,0.0032359352,0.0050337915,0.000037564936],"about_ca_topic_score_codex":0.3327615,"about_ca_topic_score_gemma":0.9195076,"teacher_disagreement_score":0.58674616,"about_ca_system_score_codex":0.0006274614,"about_ca_system_score_gemma":0.003068192,"threshold_uncertainty_score":0.99712545},"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":"W2079863368","doi":"10.1177/1075547012443020","title":"Remote Collaboration","year":2012,"lang":"en","type":"article","venue":"Science Communication","topic":"Research Data Management Practices","field":"Computer Science","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":"Simon Fraser University","funders":"Division of Mathematical Sciences; Australian Research Council; Natural Sciences and Engineering Research Council of Canada","keywords":"Listing (finance); Event (particle physics); Series (stratigraphy); Computer science; History; Business; Geology","score_opus":0.11935958211838635,"score_gpt":0.42523554669212404,"score_spread":0.30587596457373767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079863368","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":[0.020864319,0.0008163284,0.8339068,0.019962994,0.00039817428,0.0003896922,0.0000010154208,0.0002553045,0.12340535],"genre_scores_gemma":[0.8371173,0.00045373902,0.16183998,0.00017625056,0.00001733517,0.000005041493,0.000003838522,0.0000020264001,0.0003844779],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985792,0.00017889381,0.00012236716,0.0001896501,0.0006165074,0.00031337613],"domain_scores_gemma":[0.99684185,0.0001232175,0.00010520904,0.002593657,0.00021894083,0.00011712982],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005065889,0.0000500229,0.000042385673,0.00020589273,0.0005429745,0.002237104,0.005348884,0.000014920486,0.000006418087],"category_scores_gemma":[0.0010700588,0.00004693048,0.0000093150475,0.002366785,0.0002555505,0.09730525,0.0018354704,0.00010162453,0.00015116339],"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":[0.0000010520182,0.000036322428,0.00072519586,0.0000025869435,0.0000014907816,9.4218656e-8,0.00069284794,0.000008842561,0.0044793473,0.94705963,0.00060050236,0.046392072],"study_design_scores_gemma":[0.0005099629,0.00011380147,0.14661266,0.000053762367,0.000011050729,0.000017207558,0.0016921439,0.15709664,0.0276896,0.02080006,0.64472973,0.0006733654],"about_ca_topic_score_codex":0.00004513109,"about_ca_topic_score_gemma":0.000010667733,"teacher_disagreement_score":0.9262596,"about_ca_system_score_codex":0.000108344706,"about_ca_system_score_gemma":0.00013110357,"threshold_uncertainty_score":0.99879867},"labels":[],"label_agreement":null},{"id":"W2082417253","doi":"10.1177/1075547000022002003","title":"Disseminating a Treatment Program to Outpatient Addiction Treatment Agencies in Ontario","year":2000,"lang":"en","type":"article","venue":"Science Communication","topic":"Health Policy Implementation Science","field":"Health Professions","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 Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Addiction treatment; Dissemination; Addiction; Information Dissemination; Medicine; Business; Psychology; Medical education; Political science; Psychiatry","score_opus":0.5460703715885645,"score_gpt":0.6619656792398415,"score_spread":0.11589530765127698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082417253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695997,0.000018558796,0.000020944657,0.0048699994,0.00011389004,0.0029088913,0.000009460536,0.000112096604,0.022346446],"genre_scores_gemma":[0.98318464,0.00009092449,0.006193832,0.0010320519,0.000017398623,0.003262954,0.000021290167,0.000008740552,0.006188174],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971389,0.00053997396,0.0007162002,0.0003897691,0.0004615376,0.0007535754],"domain_scores_gemma":[0.99793684,0.00048700118,0.00018118258,0.00093158934,0.00016949134,0.00029391458],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019289135,0.00015059809,0.00018285417,0.0003400952,0.0018418801,0.00004765854,0.0005639673,0.000055856435,0.0013316424],"category_scores_gemma":[0.00034136223,0.00012443021,0.00003014971,0.0014574073,0.00022392363,0.0005203224,0.00009910523,0.0002038452,0.00056008133],"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":[0.00003075487,0.00027512913,0.08218468,0.0000055045207,0.0000027330143,5.2491134e-7,0.25607806,0.00012767922,0.00048814068,0.00026675878,0.00029070541,0.66024935],"study_design_scores_gemma":[0.0010558265,0.0016113793,0.6958172,0.00021175113,0.000009099049,0.0000011780764,0.013238706,0.001758397,0.00040897043,0.00012299747,0.28553084,0.00023371763],"about_ca_topic_score_codex":0.121486835,"about_ca_topic_score_gemma":0.44468883,"teacher_disagreement_score":0.66001564,"about_ca_system_score_codex":0.010575355,"about_ca_system_score_gemma":0.0025657471,"threshold_uncertainty_score":0.9995813},"labels":[],"label_agreement":null},{"id":"W2083163432","doi":"10.1177/1075547003262038","title":"Organizational Factors that Influence University-Based Researchers’ Engagement in Knowledge Transfer Activities","year":2004,"lang":"en","type":"article","venue":"Science Communication","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":216,"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 for Addiction and Mental Health","funders":"","keywords":"Knowledge transfer; Documentation; Promotion (chess); Knowledge management; Discipline; Public relations; Knowledge translation; Organizational structure; Organizational learning; Sociology; Political science; Business; Computer science; Social science","score_opus":0.11706944012370334,"score_gpt":0.35417496452994246,"score_spread":0.2371055244062391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083163432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689695,0.000053836076,0.0004716934,0.0023704146,0.0000354559,0.00019869789,0.0000014591574,0.00008144275,0.027817475],"genre_scores_gemma":[0.9988865,0.00016317105,0.00066786417,0.000077978475,0.000004012952,0.0000036925603,0.00001050366,0.0000057136754,0.00018051399],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99752605,0.0013271327,0.00009755702,0.00017490025,0.0005732589,0.00030109816],"domain_scores_gemma":[0.99865735,0.00047887748,0.000031768912,0.00053254457,0.00019842792,0.00010101329],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004162154,0.00008167466,0.000079308986,0.00036517516,0.0027622543,0.0001449433,0.0017926529,0.000050609473,0.000086554],"category_scores_gemma":[0.00033935226,0.000088026776,0.000023536018,0.0021324262,0.0012050185,0.00077681016,0.00022003012,0.0004718872,0.000020909612],"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":[0.000027618637,0.0006470292,0.15061092,0.00002447548,0.000009968841,0.0000015349475,0.54023004,0.009567786,0.0024559912,0.29392993,0.0000104657975,0.0024842268],"study_design_scores_gemma":[0.0013097787,0.00008699763,0.40335003,0.00024117304,0.000011937135,1.5735004e-7,0.5550294,0.00028216478,0.0072404835,0.0041890265,0.02781692,0.0004419512],"about_ca_topic_score_codex":0.008164438,"about_ca_topic_score_gemma":0.016358819,"teacher_disagreement_score":0.2897409,"about_ca_system_score_codex":0.00102361,"about_ca_system_score_gemma":0.0014715514,"threshold_uncertainty_score":0.998536},"labels":[],"label_agreement":null},{"id":"W2083331338","doi":"10.1177/1075547001022004004","title":"Application of the Theory of Planned Behavior to Predict Research Dissemination","year":2001,"lang":"en","type":"article","venue":"Science Communication","topic":"Behavioral Health and Interventions","field":"Psychology","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 Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Theory of planned behavior; Variance (accounting); Psychology; Control (management); Social norms approach; Social psychology; Applied psychology; Behavior change; Computer science","score_opus":0.15818689690827994,"score_gpt":0.5310963599455021,"score_spread":0.37290946303722217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083331338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98883563,0.00011100401,0.0008216659,0.00083821744,0.0001114726,0.0006910699,0.0000122735555,0.000012711369,0.008565977],"genre_scores_gemma":[0.9987279,0.000011829186,0.0002246743,0.000017604496,0.000007216114,0.0002936333,0.000008931536,0.0000038425464,0.000704344],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99867827,0.00036507804,0.00027737927,0.00014261094,0.00036468703,0.00017199558],"domain_scores_gemma":[0.9979139,0.00016009802,0.00013794938,0.0012757722,0.00045549838,0.00005675551],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033703428,0.000038749782,0.00006353905,0.00019916974,0.0003201712,0.000008860366,0.0012245553,0.000041709085,0.000107048545],"category_scores_gemma":[0.00019790004,0.000029951938,0.00003361243,0.0015028636,0.00072064257,0.00012307167,0.00019382394,0.00015406754,0.00002986188],"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":[0.00016141588,0.0011108932,0.28270647,0.000011479111,0.0000027840174,8.473591e-8,0.0062420378,0.0000044296476,0.06520497,0.16874471,0.0013387016,0.47447202],"study_design_scores_gemma":[0.000070686576,0.00015422491,0.99088764,0.00005799454,0.0000063521625,0.0000017640126,0.0018500126,0.000053457326,0.005062752,0.0012300791,0.000595461,0.000029562809],"about_ca_topic_score_codex":0.0002676688,"about_ca_topic_score_gemma":0.00009249833,"teacher_disagreement_score":0.7081812,"about_ca_system_score_codex":0.00006201017,"about_ca_system_score_gemma":0.000057720343,"threshold_uncertainty_score":0.26552376},"labels":[],"label_agreement":null},{"id":"W2086294334","doi":"10.1177/107554702237847","title":"Issues Emerging through the 2002 AAAS Roundtable on Biotechnology Policy Formation in Europe and North America","year":2002,"lang":"en","type":"article","venue":"Science Communication","topic":"Biotechnology and Related Fields","field":"Medicine","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; Science policy; Public opinion; Public policy; Public administration; Public relations; Library science; Law; Politics","score_opus":0.036868379329975505,"score_gpt":0.31192400779812945,"score_spread":0.27505562846815396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086294334","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":[0.2844414,0.0059629343,0.0006820627,0.68896216,0.000053122472,0.00034172452,8.946224e-7,0.0001513404,0.01940434],"genre_scores_gemma":[0.9599106,0.036234498,0.0011201886,0.001701987,0.000011358455,0.000008409558,0.00000308819,0.000004174504,0.0010057478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993742,0.000043998665,0.00014660564,0.00013739892,0.00011418595,0.00018362544],"domain_scores_gemma":[0.999117,0.000035974765,0.000071943265,0.00070023374,0.00005611634,0.000018709763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001732778,0.00006583031,0.00009073948,0.00019575235,0.00040482797,0.00003152163,0.00037694722,0.00028703784,0.000020311269],"category_scores_gemma":[0.00029683133,0.00004429631,0.000009278499,0.0022505098,0.00089767814,0.00045875186,0.00015288178,0.0009793385,0.00006237519],"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":[0.00009660494,0.0008562453,0.0039690547,0.00007323474,0.00004252699,0.000017157443,0.036643546,0.0007158894,0.03794926,0.3756225,0.010865887,0.5331481],"study_design_scores_gemma":[0.0016217979,0.00095203344,0.030645873,0.0003927703,0.000047375604,0.0003380315,0.0061556296,0.044796173,0.02949709,0.0032944963,0.881792,0.00046670693],"about_ca_topic_score_codex":0.00033848762,"about_ca_topic_score_gemma":0.00009590758,"teacher_disagreement_score":0.87092614,"about_ca_system_score_codex":0.000070387265,"about_ca_system_score_gemma":0.000022951937,"threshold_uncertainty_score":0.42547932},"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":"W2112794374","doi":"10.1177/1075547015574015","title":"The Role of Media References During Public Deliberation Sessions","year":2015,"lang":"en","type":"article","venue":"Science Communication","topic":"Social Media and Politics","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":"Concordia University","funders":"","keywords":"Misinformation; Deliberation; Public relations; Psychology; News media; Event (particle physics); Reflection (computer programming); Political science; Computer science; Sociology; Media studies; Politics","score_opus":0.11735233507680495,"score_gpt":0.3833463452669668,"score_spread":0.2659940101901619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112794374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9449199,0.0008660446,0.000007717705,0.005838069,0.00030472703,0.0001018862,0.0000012973603,0.000035577967,0.047924805],"genre_scores_gemma":[0.9988945,0.00056589406,0.00036434777,0.0000195654,0.00007191686,0.000013336231,0.0000024844167,0.0000019842673,0.00006598121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998649,0.00031700233,0.00014892546,0.000075428536,0.00059622555,0.00021341043],"domain_scores_gemma":[0.99832946,0.00045485314,0.00011373866,0.00037311643,0.0005714842,0.00015732969],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017812526,0.000035295237,0.000050528215,0.000055990946,0.002074501,0.0001526262,0.0010296451,0.00003845186,0.0000073353494],"category_scores_gemma":[0.004523576,0.000026162468,0.000015193462,0.0007221093,0.0020550003,0.00054914167,0.00012257409,0.000088831286,0.000011035618],"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":[0.000003362,0.000030394633,0.023995467,0.0000010310615,0.0000021777344,2.9063008e-8,0.14434265,0.0000022768247,0.0031527716,0.7888626,0.00012433428,0.039482944],"study_design_scores_gemma":[0.00020417405,0.00002329342,0.03785647,0.00003511087,0.000009596394,4.8180056e-7,0.5934763,0.00025867438,0.011981793,0.27425772,0.08173217,0.00016423814],"about_ca_topic_score_codex":0.0011216493,"about_ca_topic_score_gemma":0.0031922462,"teacher_disagreement_score":0.51460487,"about_ca_system_score_codex":0.00011425239,"about_ca_system_score_gemma":0.0011025331,"threshold_uncertainty_score":0.99922466},"labels":[],"label_agreement":null},{"id":"W2137531287","doi":"10.1177/1075547003252334","title":"Sustained, Intensive Engagement to Promote Health and Safety Knowledge Transfer to and Utilization by Workplaces","year":2003,"lang":"en","type":"article","venue":"Science Communication","topic":"Occupational Health and Safety Research","field":"Health Professions","cited_by":72,"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; Institute for Work & Health","funders":"","keywords":"Knowledge transfer; Knowledge management; Intervention (counseling); Body of knowledge; Process (computing); Business; Psychology; Computer science","score_opus":0.1470517154483095,"score_gpt":0.5055074306419942,"score_spread":0.3584557151936847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137531287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8507806,0.0065836557,0.019163195,0.09352771,0.00032400686,0.010118267,0.00005480309,0.000116203504,0.019331573],"genre_scores_gemma":[0.9909348,0.001821888,0.0025841058,0.003850182,0.00001115006,0.00023947569,0.000032480657,0.000009505883,0.00051639916],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973531,0.0011222966,0.0003860334,0.0003162597,0.00030232588,0.0005200073],"domain_scores_gemma":[0.9973823,0.0005273684,0.000036127793,0.0004537476,0.00092717056,0.00067327666],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0058154035,0.000097506905,0.00015169567,0.0002182655,0.002975971,0.00002961282,0.0002862858,0.000051540224,0.00003861448],"category_scores_gemma":[0.0023334573,0.00008796746,0.0000085477195,0.001091595,0.00020832765,0.00023664415,0.00028769072,0.0003521734,0.000044137247],"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":[0.0010171719,0.00028909414,0.06385225,0.0010436347,0.000012688909,3.1997e-7,0.23487204,0.000020889682,0.0021765968,0.15493298,0.018402161,0.52338016],"study_design_scores_gemma":[0.0027867733,0.0016166571,0.18408874,0.0014170381,0.00000969156,0.0000036424149,0.112709515,0.0023119366,0.0006405675,0.00438055,0.689395,0.0006398944],"about_ca_topic_score_codex":0.00011358435,"about_ca_topic_score_gemma":0.0002959733,"teacher_disagreement_score":0.67099285,"about_ca_system_score_codex":0.0003733398,"about_ca_system_score_gemma":0.00138083,"threshold_uncertainty_score":0.998322},"labels":[],"label_agreement":null},{"id":"W2142374214","doi":"10.1177/1075547001022004003","title":"Climbing the Ladder of Research Utilization","year":2001,"lang":"en","type":"article","venue":"Science Communication","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":269,"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":"Climbing; Climb; Transmission (telecommunications); Stage (stratigraphy); Knowledge management; Computer science; Engineering; Biology; Telecommunications; Ecology","score_opus":0.8407600227914698,"score_gpt":0.7017700442979139,"score_spread":0.13898997849355588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142374214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8391384,0.00036072978,0.0025549207,0.014403293,0.00017669647,0.00032875192,8.1654986e-7,0.000022938431,0.14301348],"genre_scores_gemma":[0.99774283,0.0004134464,0.00068488985,0.00013871338,0.000013966695,0.000013773783,0.000001810501,0.000002173257,0.0009883663],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99531806,0.0007044934,0.00041671123,0.00019703856,0.0031696951,0.00019401201],"domain_scores_gemma":[0.9943008,0.0014979517,0.00019243793,0.0017551875,0.0022123689,0.000041275915],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.042682488,0.000040966257,0.0000714237,0.0003821314,0.000967512,0.00025779288,0.002718281,0.00002324063,0.0005794945],"category_scores_gemma":[0.004292473,0.000023951648,0.00002558507,0.0050884904,0.0014521907,0.00086602086,0.00042851293,0.00016875357,0.00019135066],"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":[0.00003485223,0.00020449195,0.17222036,0.0000040916952,0.0000045127763,1.9175994e-7,0.01592463,0.0018773387,0.012467764,0.27098694,0.0046282425,0.52164656],"study_design_scores_gemma":[0.0003056232,0.00010413432,0.5898822,0.00005315683,0.0000043934683,0.0000066953085,0.021465784,0.1388094,0.0071089277,0.123942204,0.118191324,0.00012619612],"about_ca_topic_score_codex":0.000049299546,"about_ca_topic_score_gemma":0.00010902861,"teacher_disagreement_score":0.5215204,"about_ca_system_score_codex":0.000059137066,"about_ca_system_score_gemma":0.0003865595,"threshold_uncertainty_score":0.98575985},"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":"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":"W2590412704","doi":"10.1177/1075547016688324","title":"A Role for Nature-Based Citizen Science in Promoting Individual and Collective Climate Change Action? A Systematic Review of Learning Outcomes","year":2017,"lang":"en","type":"review","venue":"Science Communication","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":116,"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; Wilfrid Laurier University; Churchill Northern Studies Centre; University of Waterloo; University of Northern British Columbia","funders":"","keywords":"Collective action; Citizen science; Climate change; Perspective (graphical); Action (physics); Documentation; Climate science; Science communication; Public relations; Political science; Psychology; Science education; Ecology; Computer science; Pedagogy","score_opus":0.15565177444398856,"score_gpt":0.42053413160317615,"score_spread":0.2648823571591876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590412704","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":[0.0004118036,0.9922445,0.0000025899515,0.00015461649,0.000059814116,0.0046063378,0.00008468542,0.000026653714,0.0024090116],"genre_scores_gemma":[0.008022959,0.99001557,0.00017559931,0.000074169584,0.000004029272,0.0016028365,0.000065592096,0.000012864185,0.000026411562],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99743193,0.0002732639,0.00064914156,0.00049769355,0.000737597,0.00041039448],"domain_scores_gemma":[0.9969868,0.00036028156,0.0014558228,0.0009886571,0.00011670429,0.00009174692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072719054,0.00023437494,0.0011008142,0.0002995913,0.0012949741,0.00021721839,0.001990978,0.00012728629,0.00010963941],"category_scores_gemma":[0.0038575376,0.0001870742,0.00013551081,0.0015289552,0.0018559803,0.00068406854,0.0010233836,0.00040956138,0.000014389623],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005684194,0.00018630119,0.002471392,0.871977,0.000017794539,4.2555158e-7,0.0017005433,4.9649634e-7,0.000050533443,0.00079643866,0.000019845735,0.1227736],"study_design_scores_gemma":[0.00063057407,0.00019156611,0.017678143,0.961927,0.0007984366,0.000020161226,0.0021536213,0.0007231167,0.000053090647,0.00019644291,0.014743996,0.00088387606],"about_ca_topic_score_codex":0.000033136585,"about_ca_topic_score_gemma":0.00008461904,"teacher_disagreement_score":0.121889725,"about_ca_system_score_codex":0.0013702716,"about_ca_system_score_gemma":0.00028625826,"threshold_uncertainty_score":0.99600244},"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":"W2884700230","doi":"10.1177/1075547018781958","title":"Contesting Medical Miracles: A Collective Action Framing Analysis of CCSVI and Venous Angioplasty (“Liberation Therapy”) for People With Multiple Sclerosis in News and Social Media","year":2018,"lang":"en","type":"article","venue":"Science Communication","topic":"Mental Health and Patient Involvement","field":"Health Professions","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":"Queen's University; University of Manitoba","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada","keywords":"Framing (construction); Narrative; Public relations; Collective action; Social media; Mass media; Sociology; Media studies; Political science; Social psychology; Psychology; Politics; Law; History","score_opus":0.3023862676242136,"score_gpt":0.43419600173547734,"score_spread":0.13180973411126373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884700230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975474,0.000112763686,0.0010522797,0.00031115627,0.000055914585,0.00080417574,0.000015538571,0.000011560734,0.00008923276],"genre_scores_gemma":[0.996769,0.00014420209,0.0025680375,0.0002371137,0.000025294274,0.00018681888,0.000061017516,0.000004575815,0.00000392575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987016,0.00028154653,0.00033182395,0.00018530946,0.00028747562,0.00021225087],"domain_scores_gemma":[0.997633,0.0015592036,0.00028576498,0.00016226496,0.00028428185,0.000075503485],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017703077,0.00006683366,0.00019943311,0.00027582995,0.0015281455,0.0000126004425,0.00013154425,0.00007129598,0.000011007128],"category_scores_gemma":[0.00038901696,0.000055767126,0.000014381715,0.0010835795,0.00039923788,0.00022106155,0.00007292324,0.00013874167,4.1243473e-7],"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":[0.00037930254,0.0001848962,0.80506194,0.0001226642,0.000024185,2.7357233e-8,0.1515654,0.000003765337,0.0020695305,0.00018888955,0.000013501892,0.040385872],"study_design_scores_gemma":[0.0015902107,0.00041617118,0.93967015,0.00034229312,0.00003352286,1.6722373e-7,0.02361217,0.03375274,0.00032410264,0.00014814449,0.000034488916,0.00007583122],"about_ca_topic_score_codex":0.0015049262,"about_ca_topic_score_gemma":0.07592801,"teacher_disagreement_score":0.1346082,"about_ca_system_score_codex":0.00017967993,"about_ca_system_score_gemma":0.00042210688,"threshold_uncertainty_score":0.9997717},"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":"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":"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":"W3029981173","doi":"10.1177/1075547020927032","title":"Blending Research, Journalism, and Community Expertise: A Case Study of Coproduction in Research Communication","year":2020,"lang":"en","type":"article","venue":"Science Communication","topic":"Radio, Podcasts, and Digital Media","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":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Coproduction; Public relations; Stakeholder; Perception; Sociology; Political science; Psychology","score_opus":0.6410239652299194,"score_gpt":0.5709801909680697,"score_spread":0.07004377426184971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029981173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98465294,0.0010896572,0.0000047091175,0.006248073,0.00004477916,0.0007061961,0.0000011657955,0.000028620008,0.00722389],"genre_scores_gemma":[0.9982781,0.0013101606,0.00026437378,0.000027828568,0.00004026431,0.000047550362,0.000002013707,0.000007658675,0.000022053573],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98765856,0.009751732,0.00043520753,0.00025752213,0.0014539564,0.0004430187],"domain_scores_gemma":[0.99553835,0.0016638819,0.00014529265,0.0012525679,0.0011346658,0.00026521474],"candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.034719463,0.000079353835,0.00017775992,0.0005892137,0.005470651,0.00037130588,0.001826037,0.000062261926,0.000011740258],"category_scores_gemma":[0.010276242,0.00008242583,0.000016640734,0.003988817,0.0051885135,0.0016804065,0.0009145693,0.0015743106,0.0000045981214],"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":[0.000038317,0.0007043497,0.016042821,0.00002058267,0.0000038319004,0.000013495268,0.947219,0.000019259072,0.0020431357,0.0043079606,0.00022742586,0.029359804],"study_design_scores_gemma":[0.00048303962,0.00040353727,0.009493099,0.000113363785,0.0000033277001,0.000037399244,0.98472255,0.00074030884,0.0003800612,0.0027794742,0.00073512964,0.00010872101],"about_ca_topic_score_codex":0.051129084,"about_ca_topic_score_gemma":0.0246045,"teacher_disagreement_score":0.037503522,"about_ca_system_score_codex":0.00038384553,"about_ca_system_score_gemma":0.00043781623,"threshold_uncertainty_score":0.99806064},"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":"W3175291946","doi":"10.1177/10755470211031246","title":"Mother Nature’s Fury: Antagonist Metaphors for Natural Disasters Increase Forecasts of Their Severity and Encourage Evacuation","year":2021,"lang":"en","type":"article","venue":"Science Communication","topic":"Language, Metaphor, and Cognition","field":"Psychology","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":"Queen's University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Natural hazard; Hazard; Natural disaster; Affect (linguistics); Natural (archaeology); Psychology; Social psychology; History; Geography; Communication; Meteorology; Chemistry","score_opus":0.020825639844485246,"score_gpt":0.3211721908363738,"score_spread":0.30034655099188856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175291946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99093306,0.002944131,0.00061480905,0.00042943988,0.00031145307,0.00030065823,0.00006761836,0.000022439406,0.004376374],"genre_scores_gemma":[0.9972142,0.0001026138,0.0019737403,0.00025509557,0.000022087146,0.00005090763,0.00016079919,0.000009397547,0.00021116243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99889606,0.00023133121,0.00020755162,0.0002805328,0.0001984029,0.00018611018],"domain_scores_gemma":[0.99851227,0.000207981,0.00017184476,0.00071610423,0.00033495488,0.000056825626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011006348,0.0001057583,0.00015197837,0.00010209541,0.00029304618,0.00006442203,0.0003841619,0.00008526806,0.000065500346],"category_scores_gemma":[0.00027313523,0.000088085755,0.000059883685,0.00045682493,0.0004946026,0.0003673372,0.00012001267,0.00018325994,0.000003415852],"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":[0.0008367831,0.0010333172,0.007365208,0.00018540441,0.0002534103,0.0000056125823,0.07757871,0.000006750948,0.29854974,0.08930566,0.0010701593,0.52380925],"study_design_scores_gemma":[0.005389525,0.00044205692,0.43321902,0.00031448342,0.00047171488,0.00022089537,0.12670717,0.014975458,0.32721055,0.08383737,0.005804927,0.0014068321],"about_ca_topic_score_codex":0.00012921271,"about_ca_topic_score_gemma":0.00022474071,"teacher_disagreement_score":0.5224024,"about_ca_system_score_codex":0.000041192092,"about_ca_system_score_gemma":0.00008674367,"threshold_uncertainty_score":0.35920328},"labels":[],"label_agreement":null},{"id":"W4254969243","doi":"10.1177/1075547007306937","title":"Letter to the Editor","year":2007,"lang":"en","type":"letter","venue":"Science Communication","topic":"Veterinary Practice and Education Studies","field":"Health Professions","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":"Western University","funders":"","keywords":"Epistemology; Political science; Computer science; Philosophy","score_opus":0.3576564903070441,"score_gpt":0.5488135328185784,"score_spread":0.19115704251153426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254969243","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":[0.00019164827,0.00019408013,0.00010484072,0.9427536,0.009760631,0.00066340424,0.0000060978577,0.00005797446,0.04626773],"genre_scores_gemma":[0.0012738488,0.00013900499,0.0010004719,0.9446985,0.038457103,0.0003329078,0.000038358812,0.000017670378,0.014042118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973833,0.0006527838,0.0003846028,0.00030502756,0.00067882665,0.0005954775],"domain_scores_gemma":[0.9950281,0.0016696564,0.00032605234,0.0023523376,0.0005641683,0.000059728496],"candidate_categories":["sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047758655,0.00014863991,0.00015495252,0.0002473901,0.0047701746,0.000063627915,0.0023473387,0.00029375002,0.00023134337],"category_scores_gemma":[0.0010216293,0.000099054014,0.000038904265,0.0008884637,0.00050462264,0.00038736904,0.0010403274,0.0034640434,0.0058445176],"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":[0.0000034299214,0.00000628437,0.000069406284,0.00001884847,0.0000039282913,6.6211663e-7,0.0047593974,3.277112e-7,0.000022756838,0.000035401732,0.99451166,0.0005678922],"study_design_scores_gemma":[0.000038572354,0.000020878324,0.0013102719,0.00009596811,0.000012259154,0.0000013981411,0.0018714526,0.0000022014794,0.0000027892484,0.00006001324,0.99646366,0.000120515055],"about_ca_topic_score_codex":0.00019891892,"about_ca_topic_score_gemma":0.000060011636,"teacher_disagreement_score":0.032225613,"about_ca_system_score_codex":0.00032617137,"about_ca_system_score_gemma":0.00055874215,"threshold_uncertainty_score":0.998835},"labels":[],"label_agreement":null},{"id":"W4362556728","doi":"10.1177/10755470231162634","title":"Science Communication as a Collective Intelligence Endeavor: A Manifesto and Examples for Implementation","year":2023,"lang":"en","type":"article","venue":"Science Communication","topic":"Misinformation and Its Impacts","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":"Simon Fraser University","funders":"Arts and Humanities Research Council; UK Research and Innovation; Deutsche Forschungsgemeinschaft; European Commission; Australian Government; Villum Fonden","keywords":"Misinformation; Collective intelligence; Science communication; Manifesto; Key (lock); Scientific communication; Citizen journalism; Knowledge management; Computer science; Knowledge base; Citizen science; Engineering ethics; Public relations; Data science; Sociology; Political science; World Wide Web; Science education; Engineering; Computer security","score_opus":0.11614439825611067,"score_gpt":0.469050237138446,"score_spread":0.35290583888233534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362556728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8153509,0.00025230966,0.0027323917,0.009181689,0.00018436559,0.0024937307,0.000023157496,0.00042952807,0.16935197],"genre_scores_gemma":[0.993802,0.0012764388,0.0039208513,0.0002452412,0.00001468018,0.000057413414,0.000019457433,0.000006058612,0.0006578292],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9980548,0.00016826084,0.00029518903,0.000255973,0.00076918874,0.00045657827],"domain_scores_gemma":[0.9977502,0.0005000839,0.00021788146,0.00061638496,0.00071325747,0.00020217734],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.007950671,0.00009539187,0.00009988962,0.00076447485,0.0056654625,0.00070485723,0.0015115633,0.00004226651,0.00005942527],"category_scores_gemma":[0.002207184,0.00009916403,0.000024433877,0.0048411796,0.0033834933,0.002786878,0.00039675878,0.000102242375,0.00006754444],"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":[0.000015224003,0.00002335907,0.00034631492,0.000010205005,0.0000033696706,7.3141386e-8,0.23011363,0.00002083879,0.00330843,0.65899724,0.0005792378,0.10658206],"study_design_scores_gemma":[0.00072808034,0.00034447963,0.095784545,0.00012992605,0.000027320786,0.000011641401,0.6572759,0.010162557,0.012483551,0.19281587,0.029590923,0.00064517],"about_ca_topic_score_codex":0.0014471746,"about_ca_topic_score_gemma":0.0014116629,"teacher_disagreement_score":0.46618137,"about_ca_system_score_codex":0.0005088881,"about_ca_system_score_gemma":0.002466126,"threshold_uncertainty_score":0.99932873},"labels":[],"label_agreement":null},{"id":"W4385253955","doi":"10.1177/10755470231186397","title":"PubCasts: Putting Voice in Scholarly Work and Science Communication","year":2023,"lang":"en","type":"article","venue":"Science Communication","topic":"Misinformation and Its Impacts","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 Guelph; Dalhousie University","funders":"","keywords":"Misinformation; Science communication; Work (physics); Scholarly communication; Style (visual arts); Citizen science; Sociology; Process (computing); Public relations; Engineering ethics; Political science; Computer science; Science education; Engineering; Pedagogy","score_opus":0.0712504943091283,"score_gpt":0.38360118768121654,"score_spread":0.3123506933720882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385253955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9121439,0.00023670105,0.000040307084,0.015113062,0.000096332755,0.00030406195,8.829442e-7,0.00018563826,0.071879126],"genre_scores_gemma":[0.99595636,0.0009847587,0.0024582415,0.00028803136,0.000011324132,0.000008225705,0.0000048336515,0.0000045054758,0.0002837025],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99771684,0.00026549638,0.0003004448,0.00022315225,0.0009890024,0.0005050405],"domain_scores_gemma":[0.99789506,0.00030336354,0.00017277774,0.0009768876,0.00043884246,0.00021308266],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.017179621,0.000079951365,0.000092976974,0.000823559,0.003714405,0.0019498197,0.002298936,0.000054797118,0.00002004947],"category_scores_gemma":[0.006064983,0.000083025756,0.000014372961,0.010018125,0.0037423554,0.010028276,0.000710736,0.0003053124,0.00014613684],"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":[0.000016442087,0.000083872044,0.046503644,0.000017128546,0.0000025468623,5.750964e-7,0.36611253,0.00015816465,0.0032536096,0.29438657,0.0012336139,0.2882313],"study_design_scores_gemma":[0.00036338295,0.000020217007,0.89698887,0.00020329456,0.000003349932,0.0000014066305,0.06718518,0.0032545254,0.00038716072,0.011086686,0.02023858,0.00026735463],"about_ca_topic_score_codex":0.00079196977,"about_ca_topic_score_gemma":0.000700169,"teacher_disagreement_score":0.8504852,"about_ca_system_score_codex":0.00036043243,"about_ca_system_score_gemma":0.00080499373,"threshold_uncertainty_score":0.99908626},"labels":[],"label_agreement":null},{"id":"W4403334593","doi":"10.1177/10755470241285405","title":"Stark Decline in Journalists’ Use of Preprints Postpandemic","year":2024,"lang":"en","type":"article","venue":"Science Communication","topic":"Academic Publishing and Open Access","field":"Decision 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 British Columbia; Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Misinformation; Coronavirus disease 2019 (COVID-19); Preprint; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Public relations; Media coverage; Political science; Psychology; Media studies; Sociology; Medicine; Computer science; Law; World Wide Web","score_opus":0.2524620006596974,"score_gpt":0.49220946739929156,"score_spread":0.23974746673959413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403334593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878071,0.0008249073,0.00081559614,0.006665416,0.00023789775,0.000109894856,0.000005446484,0.000027636657,0.0035061217],"genre_scores_gemma":[0.996828,0.00035687542,0.0020772254,0.00021506843,0.000012335725,0.0000038614153,0.000002107076,0.000003913035,0.000500611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967718,0.00033730495,0.0007547554,0.00037629626,0.0015647924,0.0001950602],"domain_scores_gemma":[0.99578065,0.0020143013,0.00021969502,0.0014647681,0.00043394655,0.00008664878],"candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02277197,0.00006778542,0.00015006385,0.00077046163,0.00016335263,0.001851781,0.006074106,0.00006266433,0.0001720529],"category_scores_gemma":[0.017879823,0.0000498623,0.00004208355,0.0040095765,0.0006466768,0.006327955,0.0016133208,0.0004730431,0.00012289193],"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":[0.000054674874,0.00012015207,0.7032536,0.000015826508,0.000007783378,0.0000044984995,0.00800224,0.0020461848,0.02693095,0.032792468,0.014138571,0.212633],"study_design_scores_gemma":[0.00022000891,0.000021080667,0.69213474,0.000463939,0.0000062042063,0.000026426904,0.0013538628,0.06783568,0.0051396335,0.18031774,0.05225663,0.00022403411],"about_ca_topic_score_codex":0.00058052933,"about_ca_topic_score_gemma":0.00020206008,"teacher_disagreement_score":0.21240897,"about_ca_system_score_codex":0.00011864017,"about_ca_system_score_gemma":0.0004635169,"threshold_uncertainty_score":0.9993035},"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}]}