{"meta":{"query_hash":"28aeb78537b5","filters":{"venue":"The Environmentalist"},"cohort_total":14,"direct_labels_cover":0,"predictions_cover":14,"exported":14,"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/28aeb78537b5","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Environmentalist"},"results":[{"id":"W178139836","doi":"10.1023/a:1022987408668","title":"Thought for Fuelling Change: A Review of Three Models for Understanding Environmentally Significant Transitions","year":2003,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Interim; Mindset; Renewable energy; Fossil fuel; Natural resource economics; Coal; Renewable resource; Business; Economics; Environmental economics; Engineering; Waste management; Political science","score_opus":0.11685070942934937,"score_gpt":0.2916840062279128,"score_spread":0.1748332967985634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W178139836","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0092587955,0.022219319,0.9349868,0.00740669,0.00021246844,0.007555497,0.00076075975,0.000070983595,0.017528655],"genre_scores_gemma":[0.9918135,0.0039287764,0.0018562261,0.0006701177,0.000054961176,0.0010503079,0.00012734419,0.000042784355,0.0004559763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985502,0.00013562507,0.00034004467,0.00029490844,0.0002820533,0.0003972214],"domain_scores_gemma":[0.99917203,0.00022351596,0.000090601665,0.00042755224,0.000009206786,0.000077117875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008403746,0.0001835631,0.00026935397,0.00002895498,0.00035363476,0.000013230802,0.0002477465,0.00006915352,0.00026634484],"category_scores_gemma":[0.000041687763,0.0001429188,0.00025485994,0.00009738572,0.00034719074,0.00013644352,0.000030091609,0.00009076713,0.000004309629],"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":[0.00010479214,0.0002248286,0.000031216827,0.0015858064,0.00009262636,0.0000012920626,0.00039661786,0.00818049,0.0019405802,0.98601395,0.00014276375,0.001285017],"study_design_scores_gemma":[0.0019540663,0.0004183095,0.00006327107,0.0008123369,0.00035250327,0.0000120529885,0.0059677237,0.009309668,0.0060830056,0.92988133,0.04456637,0.000579362],"about_ca_topic_score_codex":0.00012068337,"about_ca_topic_score_gemma":0.00008034683,"teacher_disagreement_score":0.98255473,"about_ca_system_score_codex":0.00040862916,"about_ca_system_score_gemma":0.000019869056,"threshold_uncertainty_score":0.58280593},"labels":[],"label_agreement":null},{"id":"W1987249453","doi":"10.1007/s10669-011-9309-x","title":"Evolution of hybrid functional imaging in bioelectromagnetics research","year":2011,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Advanced MRI Techniques and Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Bioelectromagnetics; Electroencephalography; Computer science; Field (mathematics); Functional magnetic resonance imaging; Physics of magnetic resonance imaging; Artificial intelligence; Neuroscience; Electromagnetic field; Magnetic resonance imaging; Physics; Biology; Mathematics; Medicine; Relaxometry","score_opus":0.06615438229515462,"score_gpt":0.3172140367990782,"score_spread":0.2510596545039236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987249453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9495425,0.0004518196,0.03637808,0.0006969162,0.000016142292,0.00046843768,0.000010392223,0.000025822066,0.012409876],"genre_scores_gemma":[0.9948856,0.00007448036,0.00460573,0.000036230464,0.000022963362,0.000027132635,0.000011416982,0.000007866406,0.00032856388],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99950325,0.00002292515,0.000109836,0.000096571566,0.00014928961,0.0001181179],"domain_scores_gemma":[0.9997146,0.000019200925,0.000025542771,0.00021249217,0.0000066643443,0.00002151544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001942749,0.000040826904,0.00005491128,0.00005171172,0.000051003204,0.0000010273699,0.0000588372,0.000009020119,0.00024599038],"category_scores_gemma":[0.000006899426,0.000031094703,0.000020830343,0.00009527931,0.00029901185,0.000022694594,0.00004343264,0.00012224607,0.00001865236],"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":[0.00022285484,0.00075699517,0.0748568,0.000017386157,0.0000060291923,0.000017364457,0.0003574841,0.000048154685,0.8810817,0.026889347,0.002777309,0.012968546],"study_design_scores_gemma":[0.0008287862,0.00048406227,0.5830101,0.000054305594,0.00003255947,0.00017614632,0.0011900658,0.0021207212,0.35573012,0.052744683,0.003486563,0.00014192682],"about_ca_topic_score_codex":0.00024468062,"about_ca_topic_score_gemma":0.0000044642184,"teacher_disagreement_score":0.52535164,"about_ca_system_score_codex":0.00016108305,"about_ca_system_score_gemma":0.000010784768,"threshold_uncertainty_score":0.2693422},"labels":[],"label_agreement":null},{"id":"W1992743041","doi":"10.1007/s10669-008-9183-3","title":"Factors affecting the adoption of best management practices in southern Ontario","year":2008,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph; Ministry of Environment; Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Affect (linguistics); Business; Incentive; Best practice; Sample (material); Order (exchange); Environmental resource management; Marketing; Environmental economics; Environmental planning; Geography; Finance; Economics; Management; Psychology","score_opus":0.08507509881126518,"score_gpt":0.24455573559428964,"score_spread":0.15948063678302446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992743041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957056,0.00005250982,3.330836e-7,0.000778239,0.00003623769,0.00020247749,0.0000079274405,0.000006168927,0.0032105122],"genre_scores_gemma":[0.99655896,0.00006009115,0.000018331353,0.000058028847,0.000040467596,0.000006031764,0.000036664507,5.2501827e-7,0.0032208741],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993693,0.000088882414,0.00015489981,0.00011686018,0.00016267573,0.00010738833],"domain_scores_gemma":[0.99936837,0.00023056996,0.00032640208,0.00005882993,0.0000038696908,0.000011957853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024125757,0.00008544295,0.00007130205,0.0000046571386,0.00031299985,0.000019135443,0.00020298093,0.000027044616,0.0005261932],"category_scores_gemma":[0.000010320209,0.000020054056,0.00003797623,0.00016355932,0.000112211725,0.00016689836,0.00007271338,0.00012650939,0.00004363826],"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":[0.000038356102,0.0004121281,0.93690705,0.000006828469,0.00005620656,0.0000063828397,0.015837984,0.00013831214,0.03873847,0.00025900666,0.00033941376,0.007259839],"study_design_scores_gemma":[0.00004570768,0.00004968492,0.943089,0.000007337301,0.000015778449,0.0000056615722,0.049508944,0.0000027083038,0.00050747464,0.000024322462,0.0066781645,0.00006517906],"about_ca_topic_score_codex":0.037813682,"about_ca_topic_score_gemma":0.056735616,"teacher_disagreement_score":0.038230993,"about_ca_system_score_codex":0.000053656902,"about_ca_system_score_gemma":0.0000012855508,"threshold_uncertainty_score":0.9685936},"labels":[],"label_agreement":null},{"id":"W1994685429","doi":"10.1007/s10669-011-9347-4","title":"Does radioactive contamination affect the shell morphology of the pond snail Lymnaea stagnalis in the exclusion zone of the Chernobyl NPP (Ukraine)?","year":2011,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Environmental Toxicology and Ecotoxicology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Rimouski","funders":"Russian Foundation for Basic Research","keywords":"Lymnaea stagnalis; Snail; Contamination; Biology; Radioactive contamination; Ecology; Zoology","score_opus":0.012413899107151835,"score_gpt":0.20439015474110941,"score_spread":0.1919762556339576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994685429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98670226,0.00009650704,0.000031717344,0.0024638409,0.0003506634,0.0013186954,0.00006532894,0.0000075012786,0.008963473],"genre_scores_gemma":[0.9960815,0.00013736161,0.000039089686,0.0015928805,0.000039340248,0.00012405285,0.000008180574,0.000025367523,0.0019522571],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9965414,0.0016120332,0.0004870682,0.00041162074,0.0005253931,0.0004225235],"domain_scores_gemma":[0.99770314,0.00053268246,0.00051947375,0.0012040011,0.0000020442506,0.000038691574],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016070917,0.00030540227,0.00030685434,0.000028252962,0.00064064853,0.000010197403,0.0019246861,0.00020939074,0.00451211],"category_scores_gemma":[0.00005888425,0.00010840358,0.00022138296,0.00031646263,0.0049859346,0.00016052432,0.0011563665,0.0005215508,0.00008153024],"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":[0.00035809807,0.0016442485,0.42738348,0.000020748235,0.00012176689,0.000014937804,0.031317033,0.00077676115,0.53382516,0.0010235144,0.0016355767,0.0018786889],"study_design_scores_gemma":[0.0007263888,0.00020976338,0.8589981,0.0000144287715,0.000096407406,0.00004466172,0.00442962,0.00008126575,0.13210413,0.0007856999,0.0023423438,0.00016716695],"about_ca_topic_score_codex":0.0013362033,"about_ca_topic_score_gemma":0.0017765786,"teacher_disagreement_score":0.43161464,"about_ca_system_score_codex":0.0003750152,"about_ca_system_score_gemma":0.000009356641,"threshold_uncertainty_score":0.9977219},"labels":[],"label_agreement":null},{"id":"W2006604850","doi":"10.1023/b:envr.0000017380.74951.b8","title":"Are There Ecological Foundations for Ecosystem Health?","year":2003,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Ecology; Ecosystem health; Ecosystem; Context (archaeology); Ecosystem services; Abundance (ecology); Environmental resource management; Niche; Total human ecosystem; Biology; Geography; Environmental science","score_opus":0.07344015562381957,"score_gpt":0.23587249647943093,"score_spread":0.16243234085561137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006604850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99285936,0.00032480384,0.0000035310425,0.004572243,0.00004226782,0.0002912254,0.00023097641,0.000022147018,0.0016534321],"genre_scores_gemma":[0.9983884,0.00007615141,0.000022029102,0.00072252407,0.0000811793,0.000056997913,0.000023724115,4.9682563e-7,0.00062847906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99948126,0.00006465199,0.00009895603,0.00012293863,0.000065521635,0.00016665981],"domain_scores_gemma":[0.99970365,0.00015474424,0.000088411696,0.000018232719,0.000001909085,0.000033048247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016468485,0.00007245985,0.000097153235,0.0000012032076,0.0006686929,0.000022892844,0.00010780846,0.000023197936,0.00044756403],"category_scores_gemma":[0.000017078684,0.000020226078,0.000057384626,0.000032009964,0.000046187724,0.000023043545,0.000023985349,0.00003482192,0.000083802086],"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":[0.00018705678,0.0024386935,0.6132901,0.0000933996,0.00034824232,0.000024154117,0.0008338989,0.00006898335,0.13586019,0.07252523,0.13587122,0.03845884],"study_design_scores_gemma":[0.00007534181,0.0001108817,0.58900434,0.0000049972878,0.0000051863667,0.0000054375,0.0015330703,0.0000060294983,0.00018514761,0.0006937478,0.408296,0.00007985285],"about_ca_topic_score_codex":0.00002112044,"about_ca_topic_score_gemma":0.0026295802,"teacher_disagreement_score":0.27242476,"about_ca_system_score_codex":0.000038903818,"about_ca_system_score_gemma":0.0000010092643,"threshold_uncertainty_score":0.5143113},"labels":[],"label_agreement":null},{"id":"W2018150967","doi":"10.1007/s10669-011-9335-8","title":"Remediation of oil spills in temperate and tropical coastal marine environments","year":2011,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Microbial bioremediation and biosurfactants","field":"Environmental Science","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Biostimulation; Bioaugmentation; Environmental remediation; Bioremediation; Environmental science; Temperate climate; Waste management; Environmental protection; Environmental engineering; Contamination; Ecology; Biology","score_opus":0.011292412139663048,"score_gpt":0.1839045512257187,"score_spread":0.17261213908605563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018150967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99478024,0.000010293887,0.000007331819,0.00011517863,0.000052740415,0.00010155844,0.000023132281,0.000005469236,0.0049040583],"genre_scores_gemma":[0.998337,0.0003120322,0.0002846786,0.0001805195,0.000014750041,0.0000046801106,0.000020840944,0.000010015335,0.0008355353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999009,0.000076541364,0.00027998158,0.00022435309,0.00022890349,0.00018122821],"domain_scores_gemma":[0.9996065,0.000016770093,0.000107341264,0.00020484845,4.0472105e-7,0.000064173284],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016761218,0.00012936165,0.00012981796,0.000020455915,0.000051071638,0.000005824304,0.00016089423,0.00005686481,0.0047943387],"category_scores_gemma":[0.000011070796,0.00009407954,0.000027735483,0.000072216935,0.00053460576,0.000111058536,0.00030941176,0.00009313596,0.00024434208],"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":[0.00004342002,0.00014065554,0.73212856,0.0000028320453,0.0000045979896,0.0000024846836,0.00065474235,0.0000052181335,0.26344967,0.000023403938,0.00007761885,0.0034667721],"study_design_scores_gemma":[0.00049887726,0.00005447867,0.9384226,0.0000040459286,0.000008519983,0.0000044792523,0.00014606246,0.000039143644,0.059480626,0.000058823363,0.00117382,0.000108506465],"about_ca_topic_score_codex":0.0006431723,"about_ca_topic_score_gemma":0.00054143235,"teacher_disagreement_score":0.20629404,"about_ca_system_score_codex":0.00007676003,"about_ca_system_score_gemma":0.000002001152,"threshold_uncertainty_score":0.9961154},"labels":[],"label_agreement":null},{"id":"W2034944331","doi":"10.1007/s10669-005-4288-4","title":"A Parallel Study of SAR Levels in Head Tissues for Three Antennas Used in Cellular Telephones: Monopole, Helix and Patch","year":2005,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Wireless Body Area Networks","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Human head; Specific absorption rate; Antenna (radio); Head (geology); Monopole antenna; Acoustics; Radiation pattern; Waveform; Finite-difference time-domain method; Helical antenna; Body area network; Physics; Computer science; Antenna efficiency; Optics; Telecommunications; Wireless; Geology; Absorption (acoustics)","score_opus":0.021504598121820432,"score_gpt":0.23414708271800275,"score_spread":0.21264248459618232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034944331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961565,0.0013064005,0.0014293488,0.000076067234,0.000037786023,0.0009081463,0.00002435487,0.000029145674,0.000032257376],"genre_scores_gemma":[0.9992367,0.00008734286,0.00043349736,0.000014443381,0.00005407744,0.000080351594,0.000008645986,0.000044272656,0.000040669373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904597,0.00003839983,0.00032541773,0.00019514024,0.000134934,0.00026016412],"domain_scores_gemma":[0.9995515,0.0000758962,0.00003946692,0.00029680392,0.0000014314725,0.000034920256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020486939,0.00018302152,0.00027759225,0.000056385674,0.0000366092,0.000011766173,0.00017698924,0.000064152104,0.00002699357],"category_scores_gemma":[0.0000030282586,0.00015918931,0.000027217797,0.00008802024,0.00008857325,0.000095927295,0.000065228116,0.00012806931,0.000007663815],"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":[0.00014198574,0.0012445427,0.5374551,0.00012051605,0.00011942017,0.000033480745,0.021306962,0.3781414,0.043199666,0.000044532204,0.00016956699,0.01802285],"study_design_scores_gemma":[0.0065434156,0.00035428233,0.6561152,0.00015121022,0.00004737094,0.0000058473925,0.007859535,0.31462482,0.01257437,0.00030303368,0.0007828335,0.000638139],"about_ca_topic_score_codex":0.0008067969,"about_ca_topic_score_gemma":0.00741643,"teacher_disagreement_score":0.11866007,"about_ca_system_score_codex":0.000103257655,"about_ca_system_score_gemma":0.0000021115811,"threshold_uncertainty_score":0.64915514},"labels":[],"label_agreement":null},{"id":"W2049023859","doi":"10.1007/s10669-008-9189-x","title":"The Hot Topic: What we can do about Global Warming, Gabrielle Walker and Sir David King. Douglas and McIntyre (Greystone Books), Vancouver/Toronto, 2008. CA$15.95.","year":2008,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Global warming; Environmental ethics; Climate change; Biology; Ecology; Philosophy","score_opus":0.010326618406470991,"score_gpt":0.22263625744378887,"score_spread":0.21230963903731787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049023859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547517,0.031675033,0.000005293663,0.0028401709,0.00081620895,0.00041928812,0.000038117865,0.000034100132,0.009420119],"genre_scores_gemma":[0.8983683,0.09378012,0.00006362061,0.0009037386,0.0001460837,0.000036735244,0.0000046400764,0.000019099783,0.006677637],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979104,0.000083354265,0.0002771146,0.0005657562,0.0005650708,0.00059829425],"domain_scores_gemma":[0.99905425,0.000091658745,0.00012737255,0.00055771024,0.000002447147,0.00016658058],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0003121839,0.000321553,0.00023347176,0.000005594187,0.0021338789,0.00015936802,0.00046875997,0.00006906441,0.0012389072],"category_scores_gemma":[0.000011319863,0.00019737997,0.00006681029,0.00008224348,0.0029982957,0.0005525446,0.0008511452,0.0001443631,0.00012149565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031261024,0.00038701657,0.49217552,0.00004245759,0.00020886926,0.00018812699,0.041842,0.0002971666,0.0034499774,0.00041815275,0.3527534,0.10792469],"study_design_scores_gemma":[0.0008054472,0.00015610472,0.36640146,0.000053098378,0.00007275104,0.00018576694,0.025220104,0.00018382799,0.0006007083,0.00047585994,0.6052583,0.0005865805],"about_ca_topic_score_codex":0.009036242,"about_ca_topic_score_gemma":0.033853203,"teacher_disagreement_score":0.2525049,"about_ca_system_score_codex":0.00037540487,"about_ca_system_score_gemma":0.000008312122,"threshold_uncertainty_score":0.999715},"labels":[],"label_agreement":null},{"id":"W2070448081","doi":"10.1007/s10669-011-9358-1","title":"The case for a return to nuclear power","year":2011,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nuclear power; Power (physics); Environmental science; Physics; Nuclear physics; Thermodynamics","score_opus":0.014166829449471532,"score_gpt":0.18929531289481172,"score_spread":0.17512848344534018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070448081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97114736,0.00024886476,0.00017066782,0.0008332459,0.00043667853,0.000451162,0.00003777884,0.000121798425,0.026552461],"genre_scores_gemma":[0.999018,0.00003799624,0.00021217982,0.00017696383,0.00004349931,0.000021721396,3.7091522e-7,0.000032763783,0.0004565165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996522,0.000010582073,0.00006373399,0.00007345963,0.000044522196,0.00015550885],"domain_scores_gemma":[0.99968237,0.00004452402,0.000008365149,0.00022917206,9.558701e-7,0.000034632292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009165222,0.00007925903,0.00005839093,0.0000068834406,0.00037190696,0.00001608051,0.00012516488,0.00001801368,0.00009179238],"category_scores_gemma":[0.000005449467,0.000044578344,0.000045137753,0.000021823455,0.00009384021,0.00003177581,0.000052407875,0.000058907786,0.00013798138],"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":[0.0006431939,0.00042303224,0.0010830117,0.00009384726,0.0018006319,0.00078100315,0.15317859,0.000647307,0.0501025,0.021658095,0.7170586,0.052530203],"study_design_scores_gemma":[0.0003871489,0.00018299116,0.0061709452,0.000008061686,0.0000721423,0.0005039652,0.013197513,0.0010621336,0.0027801564,0.00058387715,0.9746779,0.00037312982],"about_ca_topic_score_codex":0.00003742966,"about_ca_topic_score_gemma":0.0000422199,"teacher_disagreement_score":0.25761935,"about_ca_system_score_codex":0.000044903136,"about_ca_system_score_gemma":4.0377617e-7,"threshold_uncertainty_score":0.28604454},"labels":[],"label_agreement":null},{"id":"W2077864177","doi":"10.1007/s10669-004-4802-0","title":"The Effect of Oil Spraying on Eggs of Double-Crested Cormorants","year":2004,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Avian ecology and behavior","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Environment and Climate Change Canada; Wilfrid Laurier University","funders":"Wilfrid Laurier University","keywords":"Hatching; Cormorant; Incubation; Biology; Fishery; Incubation period; Animal science; Ecology; Predation","score_opus":0.008296682979500805,"score_gpt":0.24340280267954933,"score_spread":0.23510611970004852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077864177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99478805,0.000035355308,0.00000465869,0.0002695644,0.00010564262,0.00018180016,0.0000096833855,0.000009688769,0.0045955447],"genre_scores_gemma":[0.999136,0.00003358129,0.000019374851,0.00006059591,0.000013265868,0.000023407723,0.000004649049,0.000012881816,0.0006962865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989914,0.0000983552,0.00022789666,0.00017601447,0.0002862797,0.00022008459],"domain_scores_gemma":[0.9991841,0.0001742925,0.00016823548,0.0004325581,5.835544e-7,0.000040278912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040832497,0.0001415795,0.00016198427,0.000010076587,0.00034641084,0.000005804542,0.00042021903,0.00006043652,0.0005781359],"category_scores_gemma":[0.000010909751,0.00007541454,0.00007998543,0.000081974096,0.0013390505,0.000061355335,0.00017180231,0.00014423527,0.00042920027],"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":[0.00097406533,0.0002606378,0.8958378,0.000013468862,0.00003731272,0.000013582397,0.00050219486,0.002887645,0.08706441,0.00014450261,0.00014306584,0.012121308],"study_design_scores_gemma":[0.0018466605,0.00055117154,0.7475116,0.000019261559,0.00006140214,0.000010622192,0.000119063305,0.000003189163,0.24918324,0.000043491047,0.00054291886,0.00010738195],"about_ca_topic_score_codex":0.0001848342,"about_ca_topic_score_gemma":0.000100676,"teacher_disagreement_score":0.16211882,"about_ca_system_score_codex":0.00014418215,"about_ca_system_score_gemma":0.0000024089145,"threshold_uncertainty_score":0.63301826},"labels":[],"label_agreement":null},{"id":"W2082789599","doi":"10.1007/s10669-012-9394-5","title":"The plight of pollination and the interface of neurobiology, ecology and food security","year":2012,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Natural Sciences and Engineering Research Council of Canada","funders":"University of Cambridge; Deutscher Akademischer Austauschdienst; Harvard University","keywords":"Ecology; Pollination; Marketing buzz; Food security; Pollinator; Biology; Environmental ethics; Sociology; Agriculture","score_opus":0.013665992194171991,"score_gpt":0.19905319021754644,"score_spread":0.18538719802337444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082789599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99510086,0.0018386296,9.5897256e-8,0.0026713903,0.000022276847,0.000088308436,0.000033085173,0.0000018152124,0.00024352563],"genre_scores_gemma":[0.9989151,0.0009596491,7.16151e-7,0.000053326494,0.000030507295,0.0000033129506,0.0000017088586,2.0392321e-7,0.00003549715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999676,0.00008894216,0.0000762602,0.00004721876,0.000032258988,0.00007933298],"domain_scores_gemma":[0.99954313,0.00036772309,0.00006240114,0.000015324935,0.0000014377713,0.000009998889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023242041,0.000042606647,0.00007134907,9.498448e-7,0.00019659632,0.000003980045,0.00008547072,0.000018526576,0.000010705778],"category_scores_gemma":[0.000009890531,0.000009033417,0.000016615677,0.000017431565,0.00078228937,0.000020346906,0.00013095727,0.000037123584,9.623782e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040512785,0.00019563183,0.56020355,0.000012876616,0.00012409125,1.0546888e-7,0.0039752256,9.592702e-7,0.3986396,0.027855314,0.0006993298,0.0078881895],"study_design_scores_gemma":[0.00011359096,0.00015841157,0.9872594,0.0000015474249,0.00001359567,0.0000043236264,0.0010585309,0.0000053421386,0.0063861012,0.00089809234,0.004073206,0.000027841828],"about_ca_topic_score_codex":0.000052439194,"about_ca_topic_score_gemma":0.00039326827,"teacher_disagreement_score":0.42705587,"about_ca_system_score_codex":0.000002795085,"about_ca_system_score_gemma":1.8632882e-7,"threshold_uncertainty_score":0.28823778},"labels":[],"label_agreement":null},{"id":"W2084656432","doi":"10.1007/s10669-010-9260-2","title":"Human pollution: too many people","year":2010,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Immutability; Population; Immigration; Unit (ring theory); Phenomenon; Stylized fact; Development economics; Demographic economics; Sociology; Geography; Political science; Demography; Economics; Law; Mathematics; Physics; Keynesian economics; Computer science; Computer security","score_opus":0.0147643974003681,"score_gpt":0.29406833133303706,"score_spread":0.27930393393266895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084656432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9024528,0.0001623662,0.000011857616,0.011596564,0.00045889913,0.0002454028,0.00001803896,0.00005004581,0.085004024],"genre_scores_gemma":[0.9826651,0.00027557148,0.000065359134,0.0028843312,0.00056445616,0.000030209127,0.000012036621,0.000013083782,0.01348985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99889064,0.00009030632,0.00015060634,0.00016821212,0.00035319672,0.00034703573],"domain_scores_gemma":[0.99948144,0.000032579013,0.00005941232,0.000296955,0.0000014248826,0.0001281892],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043649625,0.0001007005,0.00009500371,0.000016792255,0.0021248749,0.000058396385,0.00034620962,0.00008302012,0.004893484],"category_scores_gemma":[0.000013040056,0.000082746425,0.000053906802,0.000058453796,0.0010090724,0.00016268101,0.000093999515,0.00026612895,0.0007257267],"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":[0.000018813276,0.00052827294,0.12863438,0.0000753468,0.000037295922,0.000011144559,0.050582856,0.000025314226,0.02940087,0.7437545,0.044165496,0.002765725],"study_design_scores_gemma":[0.00023260026,0.000029520068,0.6399925,0.0000082623255,0.000040480554,0.000004173136,0.030422624,0.0000034743293,0.0003730974,0.0016123363,0.32706413,0.00021680481],"about_ca_topic_score_codex":0.0038740458,"about_ca_topic_score_gemma":0.013155196,"teacher_disagreement_score":0.74214214,"about_ca_system_score_codex":0.00011047628,"about_ca_system_score_gemma":0.00001624309,"threshold_uncertainty_score":0.99917424},"labels":[],"label_agreement":null},{"id":"W2093381668","doi":"10.1007/s10669-010-9259-8","title":"We do not have a spare Earth","year":2010,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Spare part; Earth (classical element); Astrobiology; Earth science; Geology; Business; Biology; Mathematics","score_opus":0.012003151340643798,"score_gpt":0.24428318755646455,"score_spread":0.23228003621582075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093381668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91736424,0.000066911605,0.000008912026,0.00463761,0.00015775015,0.00015103162,0.000020022619,0.00004394389,0.07754956],"genre_scores_gemma":[0.97764516,0.00004010998,0.0000678245,0.00039117632,0.00015435598,0.00003160859,0.00001761836,0.000020098281,0.02163205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875224,0.0001060164,0.00014442627,0.00025816905,0.00035801332,0.00038114813],"domain_scores_gemma":[0.999039,0.0000735049,0.000030091189,0.00073443825,0.0000058382307,0.00011716178],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002795446,0.00014488967,0.00011817145,0.000021755859,0.00028818942,0.00005822636,0.0004306343,0.0000939673,0.0048586475],"category_scores_gemma":[0.00005218509,0.00010001063,0.00008595976,0.00005990189,0.0005330403,0.00007862475,0.00024253245,0.000390465,0.00077121775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062994903,0.0010147832,0.026389012,0.0000769926,0.00022128489,0.0002313712,0.0061686765,0.011307282,0.114094675,0.69698393,0.0045272233,0.13835482],"study_design_scores_gemma":[0.00053656264,0.00006477406,0.017599339,0.0000052388536,0.000017093897,0.00003515377,0.0032428496,0.0003418526,0.020924306,0.014099973,0.9428553,0.00027756084],"about_ca_topic_score_codex":0.0019050601,"about_ca_topic_score_gemma":0.0017546087,"teacher_disagreement_score":0.9383281,"about_ca_system_score_codex":0.000054131044,"about_ca_system_score_gemma":0.000014412874,"threshold_uncertainty_score":0.9960511},"labels":[],"label_agreement":null},{"id":"W2156609760","doi":"10.1007/s10669-010-9258-9","title":"Excellent research: challenging and expensive","year":2010,"lang":"en","type":"article","venue":"The Environmentalist","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Business; Environmental planning; Natural resource economics; Environmental science; Economics","score_opus":0.29677886698074285,"score_gpt":0.4628971146414838,"score_spread":0.16611824766074096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156609760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9422504,0.00044882158,0.000008056022,0.047749814,0.00008959823,0.00042887867,0.0000027074302,0.000014040902,0.009007737],"genre_scores_gemma":[0.9933107,0.0012789234,0.00006646697,0.0032516406,0.00027421792,0.00002736529,0.0000050548606,0.000013920305,0.0017717185],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836767,0.00008393199,0.00010847736,0.00016618894,0.0006496148,0.0006241423],"domain_scores_gemma":[0.9974851,0.00029465093,0.0000147863075,0.00032340732,0.000009641201,0.0018724046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016082998,0.00007220439,0.00010812299,0.000047295875,0.0002768059,0.000013234134,0.00008480224,0.000058440342,0.00074173446],"category_scores_gemma":[0.002319557,0.000043225835,0.000021966256,0.00005181542,0.0007742448,0.00003205713,0.00013531852,0.00085955573,0.00021825112],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007419424,0.0009894181,0.015079288,0.00043676674,0.00011073328,0.0008002411,0.013321944,0.0000014539739,0.62440544,0.0058541396,0.15105152,0.18720712],"study_design_scores_gemma":[0.002324437,0.00073883246,0.09751693,0.0001141289,0.000024089102,0.00026396938,0.007707329,0.00034786502,0.016120339,0.00077537575,0.87388515,0.00018157209],"about_ca_topic_score_codex":0.00019081468,"about_ca_topic_score_gemma":0.000019609206,"teacher_disagreement_score":0.72283363,"about_ca_system_score_codex":0.00006711656,"about_ca_system_score_gemma":0.00011864669,"threshold_uncertainty_score":0.8121472},"labels":[],"label_agreement":null}]}