{"meta":{"query_hash":"a7de54ee1cfc","filters":{"venue":"World Science"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/a7de54ee1cfc","api":"https://metacan.xera.ac/api/v1/cohort?venue=World+Science"},"results":[{"id":"W4382893753","doi":"10.31435/rsglobal_ws/30062023/8015","title":"MICROSCOPIC TRAFFIC FLOW MODEL WITH INFLUENCE OF PASSENGER TRANSPORT","year":2023,"lang":"en","type":"article","venue":"World Science","topic":"Traffic control and management","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Transport Canada","funders":"","keywords":"Traffic flow (computer networking); Transport engineering; Flow (mathematics); Traffic wave; Acceleration; Microscopic traffic flow model; Computer science; Traffic congestion; Simulation; Automotive engineering; Traffic congestion reconstruction with Kerner's three-phase theory; Traffic generation model; Engineering; Real-time computing; Computer network; Mechanics; Physics","score_opus":0.006181125467786427,"score_gpt":0.19727147148959132,"score_spread":0.19109034602180489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382893753","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17498341,0.00039140246,0.79879653,0.00046562907,0.00025576967,0.000198746,0.0013371595,0.0006574916,0.0229139],"genre_scores_gemma":[0.9582531,0.0005766799,0.024414986,0.00009948321,0.00009021117,0.00031100944,0.0007299472,0.00008903553,0.015435537],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996387,0.000063539424,0.000014079957,0.00010355848,0.00008943678,0.000090706424],"domain_scores_gemma":[0.9995345,0.000096027055,0.00008812282,0.000033587912,0.00018715441,0.00006061025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040182256,0.0011333082,0.0008016778,0.0010967541,0.0005730543,0.00093992427,0.0020297358,0.0010433309,0.0034252587],"category_scores_gemma":[0.0010888765,0.00046714253,0.0013739687,0.0007989355,0.0007287272,0.0016022025,0.0010006407,0.00097130914,0.00044093633],"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":[0.000013476207,0.000020977304,0.0007992144,0.000014766838,0.000011173457,0.00004657921,0.000020436719,0.9871557,0.0012652845,0.008817553,0.00031900677,0.0015158312],"study_design_scores_gemma":[0.000004020904,0.000008394633,0.00019017277,0.0000015187813,0.0000055837977,0.000009849323,0.0000048558286,0.99855894,0.00009023635,0.0008343975,0.0002874907,0.000004562247],"about_ca_topic_score_codex":0.05061594,"about_ca_topic_score_gemma":0.013754074,"teacher_disagreement_score":0.05061594,"about_ca_system_score_codex":0.0019607327,"about_ca_system_score_gemma":0.0019614375,"threshold_uncertainty_score":0.10064262},"labels":[],"label_agreement":null}]}