{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"addb19968e72","filters":{"venue":"Transport and sustainability"}},"results":[{"id":"W4300970296","doi":"10.1108/s2044-994120220000017004","title":"North American Transportation During COVID-19: What Really Changed?","year":2022,"lang":"en","type":"book-chapter","venue":"Transport and sustainability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Telecommuting; Context (archaeology); Public transport; 2019-20 coronavirus outbreak; Political science; Geography; Business; Economic growth; Economics; Engineering; Work (physics); Medicine","authors":[{"name":"Matthew Palm","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01785278681370929,"gpt":0.2862771939676283,"spread":0.268424407153919,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006157421,0.000247485,0.0001833197,0.0006392298,0.004699744,0.006214106,0.0006371007,0.001316125,0.01247654],"category_scores_gemma":[0.001256188,0.0001607002,0.000209501,0.002471317,0.001906254,0.005484208,0.001422135,0.003049239,0.001465104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009727249,"about_ca_system_score_gemma":0.007001392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1663262,"about_ca_topic_score_gemma":0.3927493,"domain_scores_codex":[0.9995752,0.000130509,0.00001139451,0.00006246311,0.000125676,0.00009464806],"domain_scores_gemma":[0.9996156,0.0001095468,0.00002989015,0.00001504679,0.0001454912,0.00008436177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003169253,0.00003365484,0.005447551,0.00080959,0.00001435106,0.0004856,0.07676629,0.00018603,0.0002617024,0.1117326,0.6168587,0.1873723],"study_design_scores_gemma":[8.72059e-7,0.000006321653,0.004719667,0.0004583483,0.00000302134,0.0000783639,0.03286821,0.00003816646,0.00005793294,0.002672883,0.9590878,0.000008391579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05739075,0.1085686,0.001219687,0.2244412,0.01280588,0.00004203361,0.000974087,0.0001112491,0.5944464],"genre_scores_gemma":[0.436021,0.1595727,0.002146023,0.04228892,0.003473801,0.0001442381,0.002164287,0.0002834716,0.3539056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1663262,"threshold_uncertainty_score":0.3307161,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2684912452","doi":"10.1108/s2044-994120170000009017","title":"Vancouver and the Walker: The Evolution of the Walkable City","year":2017,"lang":"en","type":"book-chapter","venue":"Transport and sustainability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Walkability; Neighbourhood (mathematics); Pedestrian; Environmental planning; Geography; Political science; Transport engineering; Built environment; Economic growth; Civil engineering; Engineering","authors":[{"name":"Sandy James","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01040520562374119,"gpt":0.2483874505147025,"spread":0.2379822448909613,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000278422,0.0004463298,0.0002407216,0.001168545,0.007045045,0.009217548,0.000689864,0.001403044,0.01328396],"category_scores_gemma":[0.0006974841,0.0002558146,0.0001458818,0.002179959,0.00367759,0.002034385,0.002359695,0.002421054,0.002467391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01221128,"about_ca_system_score_gemma":0.009848443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4157521,"about_ca_topic_score_gemma":0.7510473,"domain_scores_codex":[0.9995391,0.0000936701,0.000009290442,0.00006380014,0.0002216354,0.00007244597],"domain_scores_gemma":[0.9998007,0.0000353147,0.00000623596,0.00001024959,0.00007354287,0.00007399466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002193828,0.0000245442,0.0007262327,0.0001901298,0.000005167855,0.0005454311,0.02390568,0.0002202124,0.0002715455,0.4905979,0.2741919,0.2092992],"study_design_scores_gemma":[0.000001162224,0.000003122776,0.0004556529,0.0001422954,0.000001146684,0.00008429363,0.002796252,0.00003440521,0.00003351044,0.005714688,0.9907281,0.00000542314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008228576,0.03117654,0.00109846,0.008191214,0.002220869,0.00003755318,0.000115977,0.00005986998,0.9488709],"genre_scores_gemma":[0.08141265,0.02614575,0.001354082,0.001779332,0.0002576042,0.00004674618,0.0001931177,0.0001235122,0.8886871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5842478,"threshold_uncertainty_score":0.8266644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300970287","doi":"10.1108/s2044-994120220000017019","title":"Prelims","year":2022,"lang":"en","type":"book-chapter","venue":"Transport and sustainability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01445764740968047,"gpt":0.2711067509573867,"spread":0.2566491035477063,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00274706,0.001399226,0.0009907839,0.002929197,0.003629387,0.009942571,0.002423641,0.003777848,0.7046171],"category_scores_gemma":[0.01071385,0.0006706311,0.001258477,0.003067783,0.001102662,0.006486155,0.006322025,0.002918435,0.6239586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002675242,"about_ca_system_score_gemma":0.006179792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005802218,"about_ca_topic_score_gemma":0.008373502,"domain_scores_codex":[0.9969248,0.000489732,0.0002624684,0.0005619836,0.001358497,0.0004024192],"domain_scores_gemma":[0.9944489,0.0005883186,0.0002442736,0.00078509,0.002877627,0.001055761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002678922,0.00001325508,0.0001088572,0.0001448481,0.000001916765,0.0000520398,0.00006817486,0.00001295111,0.0000819003,0.003887018,0.9555606,0.04004174],"study_design_scores_gemma":[0.000003444188,0.000005755845,0.0001255361,0.00006313273,0.000001026853,0.0000385888,0.00006815582,0.00001005036,0.00004119467,0.0005426388,0.999097,0.000003601383],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001023029,0.005457768,0.002337034,0.01745737,0.05140705,0.0004059636,0.0120593,0.00353516,0.9063173],"genre_scores_gemma":[0.003951658,0.002697667,0.001117126,0.00747757,0.004148969,0.0002936241,0.007156849,0.001479106,0.9716774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2953829,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}