{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b18fbec3ca8a","filters":{"venue":"Academia Environmental Sciences and Sustainability"}},"results":[{"id":"W4389389546","doi":"10.20935/acadenvsci6141","title":"Beyond domain-led conceptualizations of urban zero-carbon transitions","year":2023,"lang":"en","type":"article","venue":"Academia Environmental Sciences and Sustainability","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"Economic and Social Research Council; Centre for Climate Change Economics and Policy, University of Leeds; Foreign and Commonwealth Office","keywords":"Zero (linguistics); Domain (mathematical analysis); Carbon fibers; Environmental science; Computer science; Mathematics; Philosophy; Linguistics; Algorithm; Mathematical analysis","authors":[{"name":"Andrew Sudmant","is_ca":false},{"name":"Matt Tierney","is_ca":true},{"name":"Andy Gouldson","is_ca":false},{"name":"Joule Bergerson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03364461104839614,"gpt":0.3294572946459767,"spread":0.2958126835975805,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003874027,0.0007335806,0.0005165364,0.00252889,0.003490035,0.01070691,0.002654758,0.002318167,0.007512416],"category_scores_gemma":[0.00496016,0.0002630712,0.0008233712,0.002898518,0.02783551,0.01288687,0.005852848,0.0053482,0.000557419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009301941,"about_ca_system_score_gemma":0.004743068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009779299,"about_ca_topic_score_gemma":0.009816206,"domain_scores_codex":[0.9973773,0.001587998,0.00007173069,0.0003057996,0.0002738672,0.0003834789],"domain_scores_gemma":[0.997927,0.0008859956,0.0002394098,0.0003793297,0.0002587046,0.0003096132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004087012,0.000008084686,0.0003184611,0.00001890727,0.000003140651,0.00002301387,0.002001012,0.001381547,0.00002244239,0.9947016,0.0002359685,0.001281735],"study_design_scores_gemma":[0.000005664124,0.00001284779,0.0005207552,0.00008553956,0.000006019357,0.00004912217,0.007135329,0.00345539,0.00009785054,0.959327,0.02929545,0.000008907341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08864837,0.003287532,0.3501419,0.05034179,0.000371994,0.0002873741,0.0004130656,0.000185551,0.5063224],"genre_scores_gemma":[0.9763938,0.001159897,0.01386662,0.001158592,0.00008395994,0.0002124978,0.0001206042,0.00006435424,0.006939725],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01070691,"threshold_uncertainty_score":0.06749064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402820663","doi":"10.20935/acadenvsci7341","title":"Effectiveness of citizen inquiry approach in promoting environmental knowledge of young people","year":2024,"lang":"en","type":"article","venue":"Academia Environmental Sciences and Sustainability","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Citizen science; Knowledge management; Political science; Psychology; Sociology; Public relations; Computer science; Biology","authors":[{"name":"Micheal Obakhavbaye","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00849878074358991,"gpt":0.2767516282138616,"spread":0.2682528474702717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02023708,0.0003481322,0.0006404088,0.001363832,0.002930391,0.004236754,0.0009580402,0.001601924,0.002803211],"category_scores_gemma":[0.02203191,0.0003416466,0.0008557486,0.0007429343,0.0018225,0.002884414,0.006680845,0.001277337,0.0006063337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001405089,"about_ca_system_score_gemma":0.007318461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002472033,"about_ca_topic_score_gemma":0.004180399,"domain_scores_codex":[0.9804291,0.01489376,0.0005003461,0.00081508,0.002121392,0.001240362],"domain_scores_gemma":[0.9770995,0.01565641,0.001284669,0.001460038,0.001972378,0.002527136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008740205,0.01081452,0.0773775,0.002214719,0.0001228295,0.001297034,0.3552863,0.0004039,0.004478931,0.005935752,0.00318714,0.5380073],"study_design_scores_gemma":[0.0007195985,0.01288027,0.1750635,0.003034321,0.0006142626,0.001443186,0.6424156,0.003328015,0.00980866,0.01328209,0.137213,0.0001975566],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569995,0.0005412993,0.003876513,0.002271873,0.0000644601,0.0008615825,0.00003651132,0.00008181762,0.03526647],"genre_scores_gemma":[0.9855811,0.0005793409,0.008891089,0.0005482548,0.00001686622,0.0007249425,0.00003061909,0.00001526054,0.003612487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02023708,"threshold_uncertainty_score":0.1070252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}