{"meta":{"query_hash":"49959fce36f9","filters":{"venue":"Global environmental studies"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/49959fce36f9","api":"https://metacan.xera.ac/api/v1/cohort?venue=Global+environmental+studies"},"results":[{"id":"W3152592340","doi":"10.1007/978-4-431-56901-5_10","title":"The Urban Sustainability Indicators in Québec","year":2021,"lang":"en","type":"book-chapter","venue":"Global environmental studies","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sustainability; Megacity; Socioeconomic status; Urban sustainability; Sustainable development; Environmental planning; Set (abstract data type); Performance indicator; Value (mathematics); Environmental economics; Geography; Environmental resource management; Business; Economics; Computer science; Political science; Sociology; Economy; Population","score_opus":0.006764255215180456,"score_gpt":0.21955991661025082,"score_spread":0.21279566139507036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152592340","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025233291,0.4877375,0.00006562013,0.0012018785,0.0014773201,0.0018707669,0.00019785762,0.00043929307,0.48177648],"genre_scores_gemma":[0.747218,0.023758566,0.000042301275,0.000096493466,0.00020079646,0.00015039084,0.000034659963,0.000095486204,0.22840327],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985935,0.000021480862,0.0003385469,0.00033471204,0.00030000438,0.00041172674],"domain_scores_gemma":[0.9994337,0.00009309607,0.000057671637,0.0003413204,0.000008179496,0.00006606171],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015462992,0.00039327933,0.00038823875,0.000055459685,0.00019457033,0.000037113798,0.00022133028,0.00015230218,0.000065223205],"category_scores_gemma":[0.000029132365,0.0003206468,0.00013539747,0.00006640938,0.0003789374,0.000041277934,0.0003036461,0.00030539764,0.000025996856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011461578,0.00033505057,0.090461805,0.0016844484,0.0057892236,0.0024844245,0.0027681538,0.009574997,0.00002385309,0.29912323,0.13276543,0.45487475],"study_design_scores_gemma":[0.0002733695,0.000040381605,0.005230178,0.00008103724,0.00006955497,0.000007161482,0.005164601,0.000031845582,0.000013563424,0.009700632,0.97886026,0.00052742416],"about_ca_topic_score_codex":0.00013549866,"about_ca_topic_score_gemma":0.0006356921,"teacher_disagreement_score":0.84609485,"about_ca_system_score_codex":0.007943868,"about_ca_system_score_gemma":0.00011254511,"threshold_uncertainty_score":0.99992454},"labels":[],"label_agreement":null},{"id":"W4253615740","doi":"10.1007/978-4-431-56901-5","title":"Living in the Megacity: Towards Sustainable Urban Environments","year":2021,"lang":"en","type":"book","venue":"Global environmental studies","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Megacity; Geography; Environmental planning; Environmental science; Economics; Economy","score_opus":0.03271078858596301,"score_gpt":0.281359823253801,"score_spread":0.24864903466783797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253615740","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022505224,0.08915248,0.0000017391425,0.0022226514,0.0005021331,0.0007689166,0.000055958142,0.000039130162,0.90500647],"genre_scores_gemma":[0.049033936,0.068129756,0.000031443076,0.0006937525,0.00042982705,0.00008407016,0.00005154286,0.000023811801,0.8815219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652064,0.00039182845,0.00037331815,0.00059841963,0.0012761193,0.0008396775],"domain_scores_gemma":[0.9992566,0.00016935839,0.000164295,0.00030234447,0.0000067700284,0.00010064106],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090624,0.00044845426,0.0005390984,0.000045413817,0.00093989295,0.00011204959,0.0006552979,0.00031888988,0.00045553327],"category_scores_gemma":[0.00010085715,0.00035290016,0.00018784762,0.00012321446,0.0010960315,0.00019964077,0.00084238884,0.00038262756,0.00018978587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003227922,0.0010273635,0.020076098,0.00034012966,0.0017857427,0.0020848233,0.20817137,0.000010987517,0.000004855829,0.10253785,0.63833886,0.025589645],"study_design_scores_gemma":[0.00013053363,0.000029092593,0.017061565,0.0001393128,0.00006139044,0.0000031281802,0.11985208,1.3984007e-7,6.729445e-7,0.0032723213,0.85906553,0.00038421905],"about_ca_topic_score_codex":0.00042252458,"about_ca_topic_score_gemma":0.0012392092,"teacher_disagreement_score":0.22072668,"about_ca_system_score_codex":0.0048998487,"about_ca_system_score_gemma":0.0002432642,"threshold_uncertainty_score":0.9998923},"labels":[],"label_agreement":null}]}