{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"a7de54ee1cfc","filters":{"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,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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","authors":[{"name":"Volodymyr Polishchuk","is_ca":true},{"name":"Stanislav Popov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006181125467786427,"gpt":0.1972714714895913,"spread":0.1910903460218049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004018226,0.001133308,0.0008016778,0.001096754,0.0005730543,0.0009399243,0.002029736,0.001043331,0.003425259],"category_scores_gemma":[0.001088877,0.0004671425,0.001373969,0.0007989355,0.0007287272,0.001602203,0.001000641,0.0009713091,0.0004409363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001960733,"about_ca_system_score_gemma":0.001961438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05061594,"about_ca_topic_score_gemma":0.01375407,"domain_scores_codex":[0.9996387,0.00006353942,0.00001407996,0.0001035585,0.00008943678,0.00009070642],"domain_scores_gemma":[0.9995345,0.00009602706,0.00008812282,0.00003358791,0.0001871544,0.00006061025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001347621,0.0000209773,0.0007992144,0.00001476684,0.00001117346,0.00004657921,0.00002043672,0.9871557,0.001265284,0.008817553,0.0003190068,0.001515831],"study_design_scores_gemma":[0.000004020904,0.000008394633,0.0001901728,0.000001518781,0.000005583798,0.000009849323,0.000004855829,0.9985589,0.00009023635,0.0008343975,0.0002874907,0.000004562247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1749834,0.0003914025,0.7987965,0.0004656291,0.0002557697,0.000198746,0.00133716,0.0006574916,0.0229139],"genre_scores_gemma":[0.9582531,0.0005766799,0.02441499,0.00009948321,0.00009021117,0.0003110094,0.0007299472,0.00008903553,0.01543554],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05061594,"threshold_uncertainty_score":0.1006426,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}