{"meta":{"query_hash":"ecdac226760b","filters":{"venue":"Environmental Sociology"},"cohort_total":23,"direct_labels_cover":0,"predictions_cover":23,"exported":23,"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/ecdac226760b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Environmental+Sociology"},"results":[{"id":"W1978964746","doi":"10.1080/23251042.2015.1008384","title":"Climate governance in the post-industrial city: the urban side of ecological modernisation","year":2015,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Decentralization; Corporate governance; Modernization theory; Context (archaeology); Ecological modernization; European union; Climate change; Economic geography; Economic system; Political science; Economy; Business; Geography; Economics; Economic growth; Economic policy; Ecology; Politics","score_opus":0.04799128987776511,"score_gpt":0.24665268460647696,"score_spread":0.19866139472871186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978964746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924194,0.00010848241,0.0000030211356,0.0038264152,0.0001196429,0.00036486136,0.000046671794,0.000008479667,0.00310298],"genre_scores_gemma":[0.9984257,0.00009447344,0.000019458494,0.0012254331,0.00007834321,0.000057714245,0.00001940445,0.000006904582,0.00007256202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983569,0.00042791088,0.00026415032,0.00027278266,0.0003239089,0.00035435843],"domain_scores_gemma":[0.9992013,0.0002760889,0.00019289916,0.00028495135,0.0000017837036,0.000042972806],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010451069,0.0001334504,0.00017134784,0.0000053861445,0.00012094384,0.000007240999,0.0004543129,0.00017655827,0.0010064346],"category_scores_gemma":[0.00017638721,0.000081064136,0.000069324684,0.0000595425,0.0013525818,0.00012304253,0.00030799894,0.00029724228,0.0001338863],"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":[0.0001841031,0.0004911539,0.9534279,0.000003569137,0.000008145476,0.00001654704,0.038238395,0.001396446,0.0010381584,0.0011537274,0.0017319636,0.0023098642],"study_design_scores_gemma":[0.0007777312,0.00032103126,0.9613058,0.0000027137287,0.000012014473,0.000010110299,0.027376471,0.00029308404,0.00017112153,0.0043554334,0.0052381563,0.0001363494],"about_ca_topic_score_codex":0.00026806918,"about_ca_topic_score_gemma":0.00022340842,"teacher_disagreement_score":0.010861926,"about_ca_system_score_codex":0.0006305463,"about_ca_system_score_gemma":0.000011731225,"threshold_uncertainty_score":0.9999068},"labels":[],"label_agreement":null},{"id":"W2193769662","doi":"10.1080/23251042.2015.1111490","title":"Climate capitalism and the global corporate elite network","year":2015,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Elite Sociology and Global Capitalism","field":"Social Sciences","cited_by":56,"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 Victoria","funders":"Victoria University; University of Victoria","keywords":"Capitalism; Elite; Climate change; Greenhouse gas; Politics; Renewable energy; Global warming; Political economy; Economics; Political science; Law; Ecology","score_opus":0.023736896652318578,"score_gpt":0.2684085187468783,"score_spread":0.24467162209455975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2193769662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9497803,0.013196642,0.000012273468,0.007497808,0.0008454562,0.0002953162,0.00005611687,0.000062751526,0.028253352],"genre_scores_gemma":[0.9915731,0.0034697189,0.00011261874,0.0038631984,0.0006070751,0.000023468208,0.000040008432,0.0000072866073,0.00030354544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974994,0.0012661532,0.00019722,0.00027212873,0.00017929489,0.00058579206],"domain_scores_gemma":[0.9992611,0.00019529619,0.00016747933,0.00015713628,0.000007994847,0.00021100926],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0018964012,0.00014838525,0.00024238444,0.0000062114377,0.0008346774,0.000023015638,0.00022858437,0.000334325,0.00012828088],"category_scores_gemma":[0.00008712266,0.00011078667,0.00008130954,0.000051052593,0.008670104,0.00010724181,0.00020107256,0.00021158754,0.00029991276],"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":[0.00011173171,0.00002291759,0.13530959,0.0000012269103,0.000042608273,0.000012617864,0.028365428,0.000017228833,0.0000021601684,0.831536,0.003743639,0.0008348566],"study_design_scores_gemma":[0.002198968,0.00008002641,0.09010633,0.0000046131117,0.000056084573,0.000016490643,0.02960684,0.000017915676,5.729524e-7,0.8021654,0.07547698,0.00026976614],"about_ca_topic_score_codex":0.00036225677,"about_ca_topic_score_gemma":0.00014032843,"teacher_disagreement_score":0.07173334,"about_ca_system_score_codex":0.0002435018,"about_ca_system_score_gemma":0.000040465206,"threshold_uncertainty_score":0.99402773},"labels":[],"label_agreement":null},{"id":"W2527176584","doi":"10.1080/23251042.2016.1229592","title":"Conceptual lenses to bring into focus the blurred and unpack the entangled","year":2016,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Critical Realism in Sociology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dualism; Sociology; Conflation; Epistemology; Natural (archaeology); Action (physics); Essentialism; Environmental sociology; Focus (optics); Environmental ethics; Social science; Gender studies","score_opus":0.01792583866109328,"score_gpt":0.29889080409887653,"score_spread":0.28096496543778327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527176584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92640483,0.0006143477,0.00013042685,0.07008136,0.00026416723,0.0003001265,0.000015034723,0.000031106836,0.0021585727],"genre_scores_gemma":[0.9958531,0.0003713398,0.00005863215,0.0024949599,0.00035050994,0.000032538068,0.0000014803614,0.000011682816,0.00082572195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812704,0.0007939807,0.00016863398,0.00028286723,0.00017516164,0.00045228977],"domain_scores_gemma":[0.9971546,0.002474412,0.000043278553,0.0001940792,0.0000045860434,0.00012907668],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006171307,0.00012188852,0.00016496309,0.000012188865,0.0007300815,0.000016533457,0.00034221914,0.00014940105,0.0007741932],"category_scores_gemma":[0.0005230083,0.00006205694,0.00006235615,0.00003264634,0.011048741,0.00006663828,0.00026092303,0.00015798118,0.00037858376],"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":[0.00006434015,0.00007715414,0.04116032,0.0000017307109,0.00009056783,0.00001475281,0.38145745,9.004343e-7,0.03558405,0.48846418,0.0060763075,0.047008254],"study_design_scores_gemma":[0.0010883259,0.0003761468,0.07684766,0.000014770492,0.00005956816,0.000015253467,0.2893795,0.000001230505,0.0014700522,0.11697727,0.5133044,0.00046578908],"about_ca_topic_score_codex":0.0006665848,"about_ca_topic_score_gemma":0.00044657243,"teacher_disagreement_score":0.50722814,"about_ca_system_score_codex":0.00024391816,"about_ca_system_score_gemma":0.000024091481,"threshold_uncertainty_score":0.9916426},"labels":[],"label_agreement":null},{"id":"W2614174045","doi":"10.1080/23251042.2017.1329612","title":"How do moose experience the double hermeneutic?","year":2017,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University","funders":"St Mary's University","keywords":"Ethnography; Object (grammar); Wildlife; Wildlife management; Sociology; Nova scotia; Environmental ethics; Anthropology; Ethnology; Ecology; Philosophy","score_opus":0.037409610750888,"score_gpt":0.3309412452940165,"score_spread":0.2935316345431285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614174045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523286,0.00019968642,9.661888e-7,0.013894145,0.00058960315,0.00019367095,0.0000048949078,0.000030398443,0.03275803],"genre_scores_gemma":[0.99152887,0.00026018784,0.000039706207,0.00031371223,0.00027373474,0.00007806699,0.000002493516,0.000009106206,0.0074941344],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99898857,0.000121674304,0.00009492653,0.00024699734,0.00018268429,0.00036516023],"domain_scores_gemma":[0.9992196,0.00008082728,0.00014327101,0.00047396624,0.0000040055293,0.000078316],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00020719555,0.00010658068,0.000110544875,0.000019192556,0.0045181713,0.00026184355,0.00084400206,0.00011989486,0.0015435313],"category_scores_gemma":[0.00004563052,0.000083843086,0.000106781175,0.000013250843,0.005984335,0.0004039345,0.00023987958,0.00021819025,0.00026063662],"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":[0.00014030644,0.00051285746,0.3381425,0.0000042702554,0.00020679801,0.000043177508,0.45820177,0.0000133786225,0.02117989,0.16745955,0.008766593,0.005328879],"study_design_scores_gemma":[0.0004668274,0.00009360634,0.4354356,0.0000032657222,0.000022739972,0.0000049237337,0.26304823,0.000003359807,0.00039639923,0.008531731,0.29173353,0.00025979237],"about_ca_topic_score_codex":0.000650317,"about_ca_topic_score_gemma":0.0016166059,"teacher_disagreement_score":0.28296694,"about_ca_system_score_codex":0.000102233265,"about_ca_system_score_gemma":0.000011009512,"threshold_uncertainty_score":0.9993692},"labels":[],"label_agreement":null},{"id":"W2741202141","doi":"10.1080/23251042.2017.1349638","title":"Evaluating the effects of living with contamination from the lens of trauma: a case study of fracking development in Alberta, Canada","year":2017,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Livelihood; Hydraulic fracturing; Environmental planning; Geography; Political science; Engineering; Agriculture","score_opus":0.012814717042120125,"score_gpt":0.24255278948084089,"score_spread":0.22973807243872077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741202141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991853,0.00004411634,0.00007408189,0.000045568017,0.00005479895,0.00051034096,0.0000021793542,0.0000012896777,0.00008229662],"genre_scores_gemma":[0.999245,0.000009015426,0.0005993299,0.000044803408,0.000007821499,0.00003874306,0.0000017347639,0.000012812871,0.000040754716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864334,0.00024553854,0.0003560275,0.00024346192,0.00032063766,0.00019099918],"domain_scores_gemma":[0.9977088,0.0013474341,0.0005253795,0.00039398306,0.0000011203393,0.00002326749],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003454859,0.000152104,0.0002572037,0.0000031167783,0.000326025,0.0000035571481,0.00035763535,0.000060472532,0.00014045063],"category_scores_gemma":[0.000115929244,0.00009582299,0.000027915694,0.000022147973,0.00094891345,0.000091012895,0.00034833752,0.00016269597,0.0000013783541],"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":[0.000016537548,0.00029526555,0.9539344,0.000006664689,0.000054037373,0.000025705906,0.028483985,0.007309381,0.0021808622,0.0000029299777,0.0000017431887,0.007688535],"study_design_scores_gemma":[0.0005071522,0.00046107595,0.9744513,0.000042140942,0.000044030774,0.000012560034,0.022630608,0.0013337627,0.00040078437,0.000009388238,0.000007521102,0.000099661556],"about_ca_topic_score_codex":0.69636625,"about_ca_topic_score_gemma":0.66419065,"teacher_disagreement_score":0.03217561,"about_ca_system_score_codex":0.00040653296,"about_ca_system_score_gemma":0.000022281096,"threshold_uncertainty_score":0.39075482},"labels":[],"label_agreement":null},{"id":"W3153921364","doi":"10.1080/23251042.2021.1913320","title":"What counts as sustainability?: a sociospatial analysis","year":2021,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Social and Cultural Dynamics","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":"Acadia University","funders":"","keywords":"Sustainability; Typology; Sociology; Space (punctuation); Environmental ethics; Relation (database); Social sustainability; Assemblage (archaeology); Social science; Ecology; Anthropology","score_opus":0.00654396219774961,"score_gpt":0.29190645730966214,"score_spread":0.28536249511191253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153921364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98090243,0.0006389217,0.00002578502,0.0046431078,0.00052870467,0.00007835027,0.000008285657,0.000031817406,0.013142613],"genre_scores_gemma":[0.9805781,0.00080203183,0.000023809065,0.000723551,0.00019322916,0.000008586041,0.00007705762,0.0000042029137,0.017589413],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.999138,0.00022944456,0.0000883685,0.00017847712,0.00015177045,0.00021392907],"domain_scores_gemma":[0.9997547,0.00005850149,0.00003470492,0.00007963101,0.000012453963,0.00005998069],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013477333,0.00006343775,0.0001326717,0.000011917934,0.0003765562,0.00003087472,0.00008647201,0.00017023845,0.008513499],"category_scores_gemma":[0.00006227557,0.000063453845,0.00015416405,0.000103335646,0.00075064844,0.00012155816,0.000048190614,0.000102191494,0.00050674786],"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":[0.00003421533,0.00069325167,0.2902757,0.000015805063,0.0019796425,0.00018762513,0.35768166,0.00010418717,0.000812779,0.2716625,0.005723928,0.07082871],"study_design_scores_gemma":[0.00029195505,0.000046989713,0.10857228,0.0000020375082,0.00035856935,0.0000019253928,0.46684867,0.000051284114,0.000035971483,0.121763736,0.30164367,0.00038291534],"about_ca_topic_score_codex":0.00025088503,"about_ca_topic_score_gemma":0.00032353634,"teacher_disagreement_score":0.29591975,"about_ca_system_score_codex":0.00042800576,"about_ca_system_score_gemma":0.000093194714,"threshold_uncertainty_score":0.99239284},"labels":[],"label_agreement":null},{"id":"W3196549768","doi":"10.1080/23251042.2021.1973656","title":"‘Scientists don’t care about truth anymore’: the climate crisis and rejection of science in Canada’s oil country","year":2021,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Distrust; Climate change; Scientific consensus; Misinformation; Denial; Flood myth; Environmental ethics; Political science; Sociology; Global warming; Geography; Law; Psychology; Ecology","score_opus":0.060761212861343165,"score_gpt":0.33447027356177905,"score_spread":0.2737090607004359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196549768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992783,0.0012840877,5.697883e-7,0.0012715244,0.0003549392,0.000039123413,0.000053619453,0.0000044416647,0.004208677],"genre_scores_gemma":[0.98652303,0.01300764,0.00002186573,0.00031908855,0.000022650522,0.000007316388,0.0000401152,0.0000031628097,0.000055113043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989992,0.00025706363,0.00013772826,0.00018069726,0.00020784905,0.00021747306],"domain_scores_gemma":[0.99960285,0.000098358636,0.0000700674,0.00017215544,0.000011871748,0.000044678858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048098914,0.00005364715,0.00009407732,0.000026978707,0.00070658507,0.000014750436,0.00017887351,0.000053236512,0.0005014603],"category_scores_gemma":[0.000050161765,0.000048095375,0.000016392767,0.00012801203,0.0022156362,0.00008127446,0.00014361889,0.0001094753,0.0000032208245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021083768,0.000082600076,0.6401463,0.000041113268,0.0000075853036,0.0000069860585,0.320111,0.000027315975,0.010876145,0.0048899315,0.00040344556,0.023386512],"study_design_scores_gemma":[0.000117774645,0.000007206046,0.62591976,0.000006153782,0.000004168911,0.0000019021422,0.36646298,0.000014876725,0.00007978147,0.000073579366,0.00725902,0.000052802476],"about_ca_topic_score_codex":0.38317487,"about_ca_topic_score_gemma":0.9065678,"teacher_disagreement_score":0.5233929,"about_ca_system_score_codex":0.0009632652,"about_ca_system_score_gemma":0.00036421377,"threshold_uncertainty_score":0.81636035},"labels":[],"label_agreement":null},{"id":"W4223443992","doi":"10.1080/23251042.2022.2064207","title":"Farmer identities: facilitating stability and change in agricultural system transitions","year":2022,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Forest Management and Policy","field":"Environmental Science","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 Alberta","funders":"","keywords":"Scholarship; Identity (music); Climate change; Agriculture; Work (physics); Political science; Business; Environmental resource management; Sociology; Economic growth; Geography; Economics; Ecology","score_opus":0.016433337289678218,"score_gpt":0.22091297566544416,"score_spread":0.20447963837576594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223443992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943267,0.00009704826,0.0000034513903,0.00033751575,0.00008364114,0.00031628954,0.00009232172,0.000026480711,0.0047165486],"genre_scores_gemma":[0.9988753,0.0000106895495,0.000050125636,0.00023672098,0.000024331683,0.0002726713,0.00006658801,0.000006343579,0.0004572111],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893975,0.00022264442,0.00016720913,0.00026888863,0.00014162294,0.00025988984],"domain_scores_gemma":[0.9997816,0.00003918894,0.00004078186,0.000094367766,1.8703156e-7,0.000043895558],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023181587,0.00010926383,0.00012495327,0.00002548112,0.00032551,0.0000063922653,0.0001124083,0.000036569945,0.012099103],"category_scores_gemma":[0.000002573834,0.00010625842,0.00004125952,0.000060362403,0.0004499327,0.00015471004,0.0003274973,0.00016965704,0.0002788331],"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":[0.00003181835,0.00031520092,0.82492083,0.000056048393,0.00003069521,0.000031326,0.1575997,0.00074192596,0.0104345605,0.0022355972,0.0011366092,0.0024657066],"study_design_scores_gemma":[0.00046991074,0.00013355394,0.9567509,0.0000021821638,0.000011709162,0.000017847318,0.03905399,0.00067182543,0.000018796456,0.00026175144,0.0023788498,0.00022868077],"about_ca_topic_score_codex":0.000667469,"about_ca_topic_score_gemma":0.000085081876,"teacher_disagreement_score":0.1318301,"about_ca_system_score_codex":0.0005537301,"about_ca_system_score_gemma":9.935534e-7,"threshold_uncertainty_score":0.988804},"labels":[],"label_agreement":null},{"id":"W4288085006","doi":"10.1080/23251042.2022.2106087","title":"Re-MEDIAting distant impacts - how Western media make sense of deforestation in different Brazilian biomes","year":2022,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Media Studies and Communication","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; European Commission","keywords":"Biome; Deforestation (computer science); Geography; Sense of place; Ecology; Economic geography; Ecosystem; Computer science","score_opus":0.019064896150130045,"score_gpt":0.2775697717170358,"score_spread":0.2585048755669057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288085006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941509,0.00046532825,0.0000079774045,0.0046869777,0.00023345546,0.00017694825,0.000052490806,0.000010851237,0.00021509497],"genre_scores_gemma":[0.9987647,0.0007573753,0.000036227317,0.00012013432,0.00006795207,0.000056500114,0.00015446496,0.000007414231,0.000035266177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985466,0.00062139076,0.00018751345,0.00014753774,0.00025469137,0.00024226058],"domain_scores_gemma":[0.99928635,0.00033700786,0.00017272704,0.0001472588,0.0000020302664,0.00005459548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043351806,0.000084553816,0.00017862629,0.000045731045,0.00038849807,0.0000052895293,0.00015150639,0.000055301127,0.0002289676],"category_scores_gemma":[0.00009870407,0.00007850689,0.000045664226,0.000059409187,0.0006049027,0.00004081781,0.0002326533,0.00016560109,0.0000031256418],"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":[0.000026678925,0.00016484443,0.76624423,0.0000073447545,0.000015340045,0.0000062568997,0.22447366,0.000017147615,0.0033257583,0.00074911624,0.00010307936,0.0048665623],"study_design_scores_gemma":[0.00036898055,0.00009760432,0.7061316,0.000003666932,0.000008109494,4.4558564e-7,0.2891232,0.0000366087,0.00009075662,0.0014038399,0.0026328338,0.000102364815],"about_ca_topic_score_codex":0.00049946085,"about_ca_topic_score_gemma":0.0044228286,"teacher_disagreement_score":0.064649545,"about_ca_system_score_codex":0.00041341948,"about_ca_system_score_gemma":0.000018654777,"threshold_uncertainty_score":0.32014182},"labels":[],"label_agreement":null},{"id":"W4309075209","doi":"10.1080/23251042.2022.2144476","title":"Should we adapt nature to climate change? Weighing the risks of selective breeding in Pacific salmon","year":2022,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Genome Canada","keywords":"Psychological intervention; Wildlife; Wildness; Context (archaeology); Environmental ethics; Opposition (politics); Climate change; Environmental resource management; Environmental planning; Political science; Geography; Ecology; Psychology; Biology; Politics; Environmental science","score_opus":0.4232456635900777,"score_gpt":0.44309260328394257,"score_spread":0.019846939693864862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309075209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969466,0.00093420886,0.000002690991,0.021967057,0.00031485927,0.0004514095,0.000068830326,0.000021803093,0.006773157],"genre_scores_gemma":[0.9938305,0.004939175,0.000031502852,0.0007934459,0.00012576226,0.0001783755,0.000034467517,0.000009708468,0.00005707899],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99846745,0.0007525158,0.00015139635,0.00017186136,0.0001974488,0.00025934417],"domain_scores_gemma":[0.99950206,0.00021434017,0.000093022354,0.00015016712,0.0000029257394,0.00003748277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095044175,0.00007850764,0.00012973865,0.00006148547,0.00084822555,0.0000064376122,0.0003226774,0.00013884983,0.001315363],"category_scores_gemma":[0.000024439303,0.00007203979,0.000051960367,0.0001421717,0.00032631579,0.00006470643,0.00034926608,0.00062701385,0.000024695544],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008746725,0.00018940872,0.14587487,0.000006408329,0.000015832762,0.0000019535278,0.8161877,0.00008973945,0.008498751,0.0058855787,0.0006997148,0.022462614],"study_design_scores_gemma":[0.0002969777,0.00022318611,0.28119358,0.000013393522,0.000012497489,0.0000019135355,0.6148374,0.00013204062,0.000055503417,0.0018232419,0.10120234,0.00020790406],"about_ca_topic_score_codex":0.00070030143,"about_ca_topic_score_gemma":0.0008618657,"teacher_disagreement_score":0.20135023,"about_ca_system_score_codex":0.00051172473,"about_ca_system_score_gemma":0.000008257467,"threshold_uncertainty_score":0.99959755},"labels":[],"label_agreement":null},{"id":"W4317615158","doi":"10.1080/23251042.2023.2170310","title":"Sociologies of climate change are not enough. Putting the global biodiversity crisis on the sociological agenda","year":2023,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Environmental sociology; Climate change; Biodiversity; Environmental ethics; Sociology; Anthropocene; Political science; Social science; Ecology; Biology","score_opus":0.07133960611989966,"score_gpt":0.24271983890638113,"score_spread":0.17138023278648146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317615158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95952874,0.000051309118,0.000002043796,0.038596056,0.0001545966,0.0003642434,0.00036459442,0.00007712897,0.00086126686],"genre_scores_gemma":[0.9921008,0.0008486938,0.00002292723,0.0068347356,0.00005914765,0.00002868794,0.000058747282,0.0000036168735,0.00004266795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818593,0.0004433259,0.00020362975,0.0004100647,0.00028258222,0.00047444747],"domain_scores_gemma":[0.9989374,0.00048951904,0.000222716,0.00030801384,0.0000018859738,0.00004040834],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007485614,0.0002002281,0.00021470408,0.00001765769,0.0011776238,0.000011076409,0.0006125791,0.00019113603,0.0015283439],"category_scores_gemma":[0.00006599555,0.00011799159,0.00019631024,0.00012408495,0.0024863281,0.000051637362,0.0016775103,0.000225339,0.002856863],"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":[0.000021482057,0.000076408025,0.9846742,0.0000050536623,0.00004708757,0.0000106887255,0.00455566,0.00010697063,0.00017612448,0.000112164715,0.008816935,0.0013972347],"study_design_scores_gemma":[0.00017569111,0.00009925851,0.96307796,0.0000022862541,0.000032852487,0.0000010592519,0.025825528,0.000027049426,0.000044753055,0.0007062064,0.00989135,0.000116026866],"about_ca_topic_score_codex":0.00017032438,"about_ca_topic_score_gemma":0.000017814089,"teacher_disagreement_score":0.032572016,"about_ca_system_score_codex":0.00031769613,"about_ca_system_score_gemma":0.000002229633,"threshold_uncertainty_score":0.9993844},"labels":[],"label_agreement":null},{"id":"W4384068840","doi":"10.1080/23251042.2023.2234644","title":"Perceptions of local environment change and ecological habitus","year":2023,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University; Western University","funders":"","keywords":"Habitus; Perception; Environmental education; Environmental change; Psychology; Sociology; Ecology; Environmental resource management; Geography; Climate change; Cultural capital; Social science; Environmental science","score_opus":0.017826088689221066,"score_gpt":0.25351561608819023,"score_spread":0.23568952739896917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384068840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709636,0.00007234857,0.00010161715,0.0010111183,0.00007950437,0.00036814407,0.000028606599,0.000052219035,0.0011900697],"genre_scores_gemma":[0.99746925,0.00050825806,0.00026105146,0.00046546932,0.000034081953,0.00016165662,0.00006896126,0.000017705688,0.0010135543],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842757,0.00017240092,0.00028796427,0.00048777583,0.00021632834,0.00040798087],"domain_scores_gemma":[0.99936485,0.0001047028,0.00008393502,0.00027171095,4.5303267e-7,0.00017434251],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030347376,0.00019360124,0.00023913092,0.000039133618,0.00019888947,0.0000037190093,0.0001639202,0.000195861,0.019034183],"category_scores_gemma":[0.000012502114,0.00018345365,0.000089289664,0.000063877094,0.0037941365,0.00009866672,0.0005702468,0.00018567254,0.0026947937],"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":[0.000018984296,0.00059032,0.95670414,0.000012300299,0.000018342133,0.000010133675,0.004965846,0.00036026613,0.013541322,0.00024369766,0.0011784035,0.02235622],"study_design_scores_gemma":[0.00028121565,0.00020384423,0.9806473,0.0000012109446,0.00001362639,0.000008923668,0.008999627,0.00022275245,0.00021596748,0.0014132311,0.0078105936,0.0001816596],"about_ca_topic_score_codex":0.000085259446,"about_ca_topic_score_gemma":0.000009050915,"teacher_disagreement_score":0.023943182,"about_ca_system_score_codex":0.00046305973,"about_ca_system_score_gemma":0.0000035732855,"threshold_uncertainty_score":0.998917},"labels":[],"label_agreement":null},{"id":"W4385891710","doi":"10.1080/23251042.2023.2247627","title":"Agricultural landowner perspectives on wind energy development in Alberta, Canada: insights from the lens of energy justice and democracy","year":2023,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada; University of Alberta","keywords":"Opposition (politics); Wind power; Democracy; Politics; Sociology; Environmental resource management; Economics; Political science; Law; Engineering","score_opus":0.009097059543975109,"score_gpt":0.21221928116309852,"score_spread":0.2031222216191234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385891710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931999,0.00060865004,0.0000019660142,0.0027971356,0.0002196433,0.00005241121,0.0000089490095,0.000012667669,0.0030986792],"genre_scores_gemma":[0.9964079,0.0012821502,0.000024932986,0.000466864,0.00024736676,0.000015408295,0.000050025585,0.000009700388,0.0014956521],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986284,0.0003236022,0.00018996942,0.00029032072,0.0002597472,0.0003079938],"domain_scores_gemma":[0.99880284,0.00094152463,0.00009918315,0.000091291906,0.0000060972084,0.00005908097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009090977,0.00014088539,0.00021272467,0.000029846899,0.0005037623,0.000008021792,0.00020958291,0.00014920365,0.00011403621],"category_scores_gemma":[0.000086324806,0.00009849275,0.000034128636,0.0001240107,0.0006825057,0.000080325735,0.00009525266,0.00010325979,0.000005789259],"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":[0.00016438754,0.0004024078,0.13468629,0.00000986711,0.0004715423,0.000057577054,0.5025377,0.0023625132,0.0075828983,0.31989378,0.010736414,0.021094594],"study_design_scores_gemma":[0.0003960451,0.00002778379,0.7259237,0.000008936873,0.000022080865,2.8803916e-7,0.23027273,0.0000073363713,0.00057723065,0.0026010075,0.039963,0.00019985111],"about_ca_topic_score_codex":0.8229923,"about_ca_topic_score_gemma":0.9561647,"teacher_disagreement_score":0.5912374,"about_ca_system_score_codex":0.0005648821,"about_ca_system_score_gemma":0.00017981765,"threshold_uncertainty_score":0.40164176},"labels":[],"label_agreement":null},{"id":"W4386203639","doi":"10.1080/23251042.2023.2251748","title":"Toxic freedom: how middle-class seasonal fruit pickers perceive and manage agrochemical exposures","year":2023,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada; Pierre Elliott Trudeau Foundation","keywords":"Agrochemical; Middle class; Class (philosophy); Sociology; Geography; Political science; Law; Agriculture; Computer science; Archaeology","score_opus":0.01313229134541595,"score_gpt":0.17648823676858694,"score_spread":0.163355945423171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386203639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846225,0.00033251417,1.8474786e-7,0.014395886,0.000113561226,0.00013044213,0.00008568025,0.0000990003,0.00022023458],"genre_scores_gemma":[0.99640405,0.00023896317,0.000019788427,0.0005530461,0.00043235908,0.00001612336,0.0003425547,0.000001977813,0.0019911572],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988646,0.00007996345,0.00010781504,0.00040784848,0.00015436095,0.0003854108],"domain_scores_gemma":[0.99960107,0.0001364268,0.00004705941,0.000044991557,0.0000020233963,0.00016844552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008371517,0.0001895024,0.0001934416,0.000007056385,0.00023416715,0.000026019383,0.00018709766,0.00026242452,0.0008659017],"category_scores_gemma":[0.000021747961,0.000076471726,0.00009394827,0.00008217413,0.000467908,0.00007284119,0.0002130554,0.0002122238,0.00026742404],"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":[0.000012021471,0.00005056202,0.01988949,0.000004728922,0.000035654968,0.000021456546,0.00079415884,7.41178e-7,0.95735615,0.00009843885,0.019082299,0.002654311],"study_design_scores_gemma":[0.00027048902,0.0003368046,0.9520883,0.0000077535915,0.000021297603,0.000029385998,0.008835592,0.00002351552,0.004344716,0.0004738707,0.03324506,0.0003232215],"about_ca_topic_score_codex":0.00001228818,"about_ca_topic_score_gemma":0.000025947907,"teacher_disagreement_score":0.9530114,"about_ca_system_score_codex":0.000047494606,"about_ca_system_score_gemma":0.0000019005922,"threshold_uncertainty_score":0.9481017},"labels":[],"label_agreement":null},{"id":"W4387375093","doi":"10.1080/23251042.2023.2251785","title":"Public perceptions of environmental degradation in the Arab World: evidence from surveys about water, air, and sanitation","year":2023,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":6,"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":"Institut Alam Sekitar dan Pembangunan, Universiti Kebangsaan Malaysia; International Labour Organization; Islamic Development Bank; Ministry of Environment; Lunds Universitet; International Fund for Agricultural Development; University of Jordan; Imperial College London; International Development Research Centre; Arab Academy for Science, Technology and Maritime Transport; University of Petra; International Fine Particle Research Institute; International Atomic Energy Agency; International Center for Genetic Engineering and Biotechnology","keywords":"Sanitation; Air quality index; Environmental degradation; Water quality; Environmental planning; Perception; Garbage; Environmental protection; Geography; Environmental resource management; Psychology; Environmental science; Environmental engineering; Engineering","score_opus":0.029131582927198012,"score_gpt":0.2735345281377199,"score_spread":0.2444029452105219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387375093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967582,0.00016468058,0.000090355185,0.002161755,0.000090827416,0.00042848758,0.00006793909,0.000025192718,0.00021251017],"genre_scores_gemma":[0.997741,0.0006816282,0.00015566795,0.0003374664,0.000027575483,0.00010759473,0.00048544304,0.000017180759,0.0004464761],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709314,0.0012247493,0.0004151555,0.000511879,0.00034953945,0.00040554127],"domain_scores_gemma":[0.9989686,0.00047852178,0.00010521211,0.00036014375,7.838528e-7,0.00008671763],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001531815,0.00020617705,0.00020903687,0.00010006696,0.00026197813,0.000015053174,0.00030844612,0.00012328388,0.0057358267],"category_scores_gemma":[0.00006219456,0.00015833018,0.000072769166,0.00016875005,0.0017628132,0.00041921684,0.0002893356,0.0002561944,0.0008682456],"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":[0.000009140259,0.00024379815,0.9340467,0.000005524953,0.000008415199,0.0000027081362,0.012918382,0.00017755418,0.045790553,0.000018959197,0.00015919954,0.006619103],"study_design_scores_gemma":[0.0002874186,0.00006589291,0.9807715,0.0000052071464,0.000012577866,0.0000026959485,0.01563839,0.00018852022,0.00061689067,0.0016360019,0.00060660817,0.00016830723],"about_ca_topic_score_codex":0.00054700376,"about_ca_topic_score_gemma":0.00035994351,"teacher_disagreement_score":0.046724826,"about_ca_system_score_codex":0.0005739494,"about_ca_system_score_gemma":0.0000069842044,"threshold_uncertainty_score":0.9999097},"labels":[],"label_agreement":null},{"id":"W4401339860","doi":"10.1080/23251042.2024.2387419","title":"Can a just transition achieve decarbonization? Explaining fossil fuel community opposition in the Canadian Oil Sands","year":2024,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council","keywords":"Opposition (politics); Fossil fuel; Energy transition; Oil sands; Political science; Political economy; Natural resource economics; Environmental science; Economics; Waste management; Politics; Engineering; Geography; Archaeology; Law","score_opus":0.0193704798322186,"score_gpt":0.2667507326087417,"score_spread":0.24738025277652312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401339860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97312766,0.00057671557,0.000020865424,0.008545753,0.00009689063,0.00007659692,0.000039690232,0.000032820342,0.017483033],"genre_scores_gemma":[0.9983037,0.00008517402,0.000015897751,0.00084653485,0.000068447334,0.00007739298,0.00046049777,0.000014114242,0.000128236],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978175,0.0012727903,0.00016969121,0.00019115556,0.00015085512,0.0003979681],"domain_scores_gemma":[0.9994748,0.00019936255,0.000013874957,0.00021121404,0.000004513772,0.00009621967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071882986,0.00012720174,0.00012147886,0.00009527637,0.00059565576,0.00004723654,0.00022069318,0.0002393491,0.00026576387],"category_scores_gemma":[0.000027722068,0.00010901274,0.000062054445,0.00013505392,0.00039296382,0.00008871756,0.000035059722,0.00071872724,0.0000281707],"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":[0.0002466263,0.00072363106,0.013001904,0.0002964869,0.00023997191,0.0007254068,0.50688285,0.034841858,0.0022457726,0.32348967,0.00043957622,0.116866276],"study_design_scores_gemma":[0.0030903632,0.0014062158,0.2631402,0.00014268141,0.00015364624,0.0003227573,0.3730619,0.024133764,0.00033064088,0.29221508,0.040493954,0.0015087997],"about_ca_topic_score_codex":0.26438984,"about_ca_topic_score_gemma":0.5558683,"teacher_disagreement_score":0.29147848,"about_ca_system_score_codex":0.0012431366,"about_ca_system_score_gemma":0.00013246061,"threshold_uncertainty_score":0.7405086},"labels":[],"label_agreement":null},{"id":"W4402206663","doi":"10.1080/23251042.2024.2387418","title":"Decarbonization, hegemonic projects, and the green growth policy-planning network: the case of Québec","year":2024,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Elite Sociology and Global Capitalism","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":true,"ca_institutions":"York University; Université du Québec à Montréal; Université de Moncton; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada; Université de Moncton","keywords":"Hegemony; Green growth; Political science; Sociology; Environmental planning; Environmental resource management; Geography; Politics; Economics; Sustainable development; Law","score_opus":0.009926160274138587,"score_gpt":0.2780521913132857,"score_spread":0.2681260310391471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402206663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9340378,0.034125496,0.000029669016,0.026927374,0.00020876611,0.0003092006,0.0000126588675,0.00003941833,0.004309608],"genre_scores_gemma":[0.99666965,0.0010738468,0.00001729595,0.0010032635,0.0005297841,0.000021958702,0.0000063078733,0.00000828707,0.000669614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99847305,0.0008326622,0.00016108537,0.0001831561,0.000073208466,0.00027684539],"domain_scores_gemma":[0.9989659,0.0008290334,0.00005491817,0.00010760266,0.0000050419176,0.00003748403],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010308841,0.00009515032,0.00014399165,0.00001858869,0.0008544739,0.000014696119,0.0001674154,0.00018280336,0.000064003616],"category_scores_gemma":[0.00010012472,0.00005626476,0.00006826788,0.00009679688,0.0062476755,0.000061792445,0.00011560812,0.00023190952,0.000014109003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023744824,0.000013339653,0.039562494,0.000012274784,0.00013048273,0.00009799411,0.2839859,0.000026974101,0.000015455787,0.672667,0.0016740452,0.0017902347],"study_design_scores_gemma":[0.001995762,0.00029931622,0.09590578,0.00006950508,0.0004330273,0.0009376143,0.2506039,0.00094166264,0.000023940029,0.5683958,0.07966168,0.00073201],"about_ca_topic_score_codex":0.060250208,"about_ca_topic_score_gemma":0.004610327,"teacher_disagreement_score":0.10427126,"about_ca_system_score_codex":0.0001345134,"about_ca_system_score_gemma":0.00014356893,"threshold_uncertainty_score":0.99645674},"labels":[],"label_agreement":null},{"id":"W4404089829","doi":"10.1080/23251042.2024.2419329","title":"Convergence and divergence of rhetoric and frames in faith-based and secular environmentalism","year":2024,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Religion, Ecology, and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmentalism; Rhetoric; Faith; Divergence (linguistics); Convergence (economics); Environmental sociology; Sociology; Secularism; Social science; Environmental ethics; Political science; Epistemology; Philosophy; Politics; Law; Theology; Linguistics","score_opus":0.01174236052133847,"score_gpt":0.27144423272343243,"score_spread":0.25970187220209395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404089829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98327166,0.014286609,0.000045323442,0.0017229023,0.0002280803,0.00013847683,0.000015457043,0.000012858403,0.00027861056],"genre_scores_gemma":[0.9739946,0.025523683,0.00012308251,0.00020957291,0.0000328919,0.000011392273,0.000004941077,0.0000070026063,0.00009279169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898887,0.00022028507,0.00016487895,0.000298938,0.00011585611,0.00021114727],"domain_scores_gemma":[0.9995397,0.00027610158,0.00003898036,0.00006708167,0.0000010088039,0.000077169105],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004290939,0.00010250721,0.00017120485,0.000046229285,0.00016762842,0.000009659929,0.00007078794,0.0002718912,0.00020959807],"category_scores_gemma":[0.000029943682,0.00010333346,0.000024815414,0.000038075166,0.0033900612,0.000083264444,0.00008676418,0.00019427418,0.000010301952],"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":[0.000015806994,0.00006731389,0.9085749,0.000070733855,0.0000364176,0.00003218069,0.058162183,0.000017890949,0.008560623,0.02310903,0.00022100782,0.0011319354],"study_design_scores_gemma":[0.00048795834,0.00023116941,0.92503554,0.000034950062,0.000039586288,0.000008578038,0.017795289,0.0005510746,0.00048256072,0.03380132,0.021198737,0.00033324896],"about_ca_topic_score_codex":0.00048358907,"about_ca_topic_score_gemma":0.00009496353,"teacher_disagreement_score":0.040366895,"about_ca_system_score_codex":0.000079352714,"about_ca_system_score_gemma":0.000022039902,"threshold_uncertainty_score":0.9993221},"labels":[],"label_agreement":null},{"id":"W4404500650","doi":"10.1080/23251042.2024.2427601","title":"“Green means good:” challenging the absence of international justice in just transition plans","year":2024,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Mining and Resource Management","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Environmental justice; Economic Justice; Transition (genetics); Sociology; Environmental ethics; Political science; Law and economics; Criminology; Law; Philosophy","score_opus":0.010837936119421172,"score_gpt":0.21126467615173616,"score_spread":0.200426740032315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404500650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980553,0.001509796,0.0045487564,0.0012442534,0.00066627725,0.0000976337,0.000038008588,0.00007528353,0.011267021],"genre_scores_gemma":[0.9991294,0.0004904098,0.00004019505,0.00004302481,0.00010307539,0.000010111674,0.000019560819,0.0000104410265,0.0001537441],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99959296,0.00002335011,0.000114267306,0.00009514691,0.00006972515,0.00010456129],"domain_scores_gemma":[0.9998606,0.000057803984,0.000008396987,0.00006148573,3.5722883e-7,0.000011368994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114253424,0.000064035994,0.000065619686,0.00004150353,0.000024344834,0.0000032836358,0.00010121729,0.00005200744,0.00015172403],"category_scores_gemma":[0.0000012243681,0.00005125511,0.000031476444,0.000020520563,0.00008460085,0.00002187075,0.000021717495,0.00014684531,0.00003895106],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022133572,0.0001285524,0.0037412276,0.00058019784,0.0004827763,0.00012528278,0.18529414,0.75059414,0.021363623,0.014555908,0.0011715394,0.021940485],"study_design_scores_gemma":[0.0005958359,0.0001000934,0.061852112,0.00018104071,0.000110504625,0.000029582194,0.059685934,0.8227781,0.00059620605,0.00036924545,0.053307727,0.00039363137],"about_ca_topic_score_codex":0.000012236116,"about_ca_topic_score_gemma":0.0000047803037,"teacher_disagreement_score":0.12560819,"about_ca_system_score_codex":0.00006931234,"about_ca_system_score_gemma":0.0000010810784,"threshold_uncertainty_score":0.20901226},"labels":[],"label_agreement":null},{"id":"W4411280215","doi":"10.1080/23251042.2025.2514434","title":"Does military power shape foreign direct investment’s carbon load displacement? An analysis of carbon emissions in Global South nations, 2000–2020","year":2025,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Carbon fibers; Displacement (psychology); Greenhouse gas; Foreign direct investment; Power (physics); Natural resource economics; Political science; Environmental science; Economics; Ecology; Psychology; Macroeconomics; Materials science","score_opus":0.006945320878311341,"score_gpt":0.20871594760263246,"score_spread":0.2017706267243211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411280215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9605018,0.0036840702,0.0000035595142,0.0002120482,0.00022171183,0.00021045576,0.00037482753,0.000011589273,0.03477997],"genre_scores_gemma":[0.99764186,0.00036185118,0.000116718234,0.00042567993,0.0000146713855,0.000038110855,0.00017236266,0.000008695355,0.0012200252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834234,0.00005785122,0.000698644,0.0005431475,0.000044508113,0.0003135432],"domain_scores_gemma":[0.9993919,0.000059720434,0.00019329853,0.0002671118,0.0000027076592,0.00008522185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038474938,0.00019201962,0.0005808605,0.0002671363,0.0000844075,0.000005922762,0.00021885424,0.00019488283,0.00077766256],"category_scores_gemma":[0.000047959114,0.00017117399,0.00016088955,0.00029252603,0.00020022679,0.00006158385,0.00015023908,0.00015277314,0.000012288017],"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":[0.000035375066,0.00015237936,0.99251014,0.000007529665,0.00047467672,0.0000021757903,0.0023331621,0.00061238505,0.000038495484,0.0036561626,0.000033688117,0.00014382771],"study_design_scores_gemma":[0.000645961,0.00006771663,0.9760295,0.000009399433,0.00007718235,1.8923585e-7,0.0033574298,0.0104748225,0.00003119499,0.005499985,0.0035563947,0.00025023826],"about_ca_topic_score_codex":0.0011529214,"about_ca_topic_score_gemma":0.000546238,"teacher_disagreement_score":0.03714012,"about_ca_system_score_codex":0.0016632428,"about_ca_system_score_gemma":0.000040770963,"threshold_uncertainty_score":0.85148597},"labels":[],"label_agreement":null},{"id":"W4411353055","doi":"10.1080/23251042.2025.2517426","title":"Masculinity, femininity, and support for climate policy","year":2025,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Femininity; Masculinity; Climate change; Ecofeminism; Sociology; Gender studies; Political science; Environmental ethics; Geology","score_opus":0.2109663077064045,"score_gpt":0.4543975651157545,"score_spread":0.24343125740935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411353055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7815045,0.00031015207,0.00012374457,0.028587863,0.00032171467,0.0005948799,0.00014613527,0.000083656865,0.18832734],"genre_scores_gemma":[0.981396,0.013185808,0.0002512369,0.002320397,0.00013198105,0.000057649784,0.00013048488,0.000005054132,0.002521355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933845,0.00015235863,0.00011369284,0.00013406179,0.000048022277,0.00021338668],"domain_scores_gemma":[0.9995836,0.00020888206,0.000038109272,0.000118398224,0.0000029834862,0.000048038833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004610305,0.000060857998,0.00010236506,0.000045387416,0.0006283674,0.000013456136,0.00012998209,0.00014087676,0.0008023924],"category_scores_gemma":[0.00006107572,0.000066096465,0.000045650384,0.000032455875,0.0008766513,0.000045164415,0.00016255536,0.00007685292,0.000062342006],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011611272,0.00041215422,0.31704164,0.00008976527,0.00008559729,0.0000010599522,0.17383313,0.0000014138859,0.003532201,0.36425325,0.0073556546,0.13327803],"study_design_scores_gemma":[0.0007308594,0.00008862519,0.20279056,0.000006246894,0.000023845369,8.69878e-7,0.033900406,0.000017309449,0.000023661352,0.021636767,0.7406215,0.00015936724],"about_ca_topic_score_codex":0.000116525516,"about_ca_topic_score_gemma":0.00015942816,"teacher_disagreement_score":0.7332658,"about_ca_system_score_codex":0.00013921529,"about_ca_system_score_gemma":0.00003136733,"threshold_uncertainty_score":0.87856334},"labels":[],"label_agreement":null},{"id":"W4412034515","doi":"10.1080/23251042.2025.2524923","title":"Environmental organizations, urbanization, and the carbon emissions of nations","year":2025,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Energy, Environment, Economic Growth","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Urbanization; Greenhouse gas; Environmental sociology; Natural resource economics; Environmental planning; Environmental science; Environmental resource management; Business; Political science; Environmental protection; Economic growth; Sociology; Economics; Social science; Ecology","score_opus":0.004685680264810388,"score_gpt":0.17207039964065274,"score_spread":0.16738471937584234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412034515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97691196,0.004886641,0.0010719474,0.002293689,0.00021430371,0.00030121475,0.00016362584,0.000019343308,0.014137255],"genre_scores_gemma":[0.9949209,0.0017610992,0.00020580323,0.00044908145,0.000030039486,0.0000388209,0.00008467504,0.000020821464,0.002488735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988235,0.00006318186,0.00055229204,0.0003548566,0.000025733174,0.00018038446],"domain_scores_gemma":[0.9991696,0.0001898888,0.00029143624,0.0003050183,0.0000013005647,0.000042741958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002802344,0.0001470971,0.00032009708,0.00013683188,0.00024869465,0.000008701551,0.0002013717,0.00014948232,0.00075543014],"category_scores_gemma":[0.00011089375,0.00014584085,0.00005626365,0.000109106375,0.0012200314,0.00006803309,0.00020207324,0.00013303438,0.00006695171],"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":[0.000011073686,0.00013128814,0.46252158,0.000007257738,0.0001231561,3.017779e-7,0.0012253316,0.00036089934,0.0008850904,0.53440386,0.00022403184,0.00010612119],"study_design_scores_gemma":[0.004101378,0.00006443221,0.82020855,0.000012230605,0.00007275601,0.0000073574242,0.0020773178,0.00345611,0.0014135268,0.1393045,0.028810056,0.00047179553],"about_ca_topic_score_codex":0.00004824867,"about_ca_topic_score_gemma":0.000004376358,"teacher_disagreement_score":0.39509937,"about_ca_system_score_codex":0.0002095222,"about_ca_system_score_gemma":0.000009815232,"threshold_uncertainty_score":0.827143},"labels":[],"label_agreement":null},{"id":"W4417116336","doi":"10.1080/23251042.2025.2600399","title":"The ‘grow it all’ consensus: structure and policy discourse in Canada’s energy policy-planning network","year":2025,"lang":"en","type":"article","venue":"Environmental Sociology","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Energy (signal processing); Energy policy; Discourse analysis; Politics; Public policy; Government (linguistics)","score_opus":0.006076096612600792,"score_gpt":0.25025788705662866,"score_spread":0.24418179044402788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417116336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97092515,0.001028155,0.0000043576088,0.025856651,0.0001172761,0.000115430106,0.00004076412,0.000006639062,0.0019055916],"genre_scores_gemma":[0.9921202,0.00046324352,0.000020437485,0.0062179435,0.00010545194,0.000017956594,0.000014228569,0.000009213799,0.0010313026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854654,0.00017236892,0.0002098893,0.00033213527,0.00013557813,0.0006034872],"domain_scores_gemma":[0.9993447,0.00028113523,0.00007749205,0.00022192429,6.3065806e-7,0.000074109106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014233959,0.00017290514,0.00017628486,0.00001736618,0.00032277234,0.000011721499,0.00023302474,0.00011391348,0.0002558445],"category_scores_gemma":[0.000059633956,0.0001387573,0.000027676424,0.00009875499,0.001362267,0.000038994163,0.00041065746,0.00021058826,0.000003897744],"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":[0.00008077825,0.000036423175,0.9466418,0.0000094031875,0.00004726276,0.000051325846,0.0059520905,0.008318939,0.0009262675,0.0082409475,0.02326126,0.006433517],"study_design_scores_gemma":[0.00049040536,0.000034777557,0.8361989,0.000012511448,0.0000118119415,0.000015170601,0.026687633,0.00033902106,0.00009829565,0.02823797,0.10762177,0.00025169828],"about_ca_topic_score_codex":0.5834675,"about_ca_topic_score_gemma":0.7466794,"teacher_disagreement_score":0.16321191,"about_ca_system_score_codex":0.00291923,"about_ca_system_score_gemma":0.00021610537,"threshold_uncertainty_score":0.7633685},"labels":[],"label_agreement":null}]}