{"id":"W4394418733","doi":"10.6084/m9.figshare.1613510.v1","title":"Passageway Dataset","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Traffic Prediction and Management Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007042013,0.002734837,0.001655492,0.004183003,0.001798957,0.002040633,0.003732263,0.001854552,0.02386299],"category_scores_gemma":[0.00467899,0.0006275731,0.001774925,0.00849556,0.0006018099,0.001064712,0.001656446,0.002259291,0.03291482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005752464,"about_ca_system_score_gemma":0.009098371,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6553466,"about_ca_topic_score_gemma":0.7988684,"domain_scores_codex":[0.9988862,0.0001164991,0.00012177,0.0003078256,0.0003423964,0.000225335],"domain_scores_gemma":[0.9975193,0.0002608636,0.0001248792,0.0005159393,0.001300092,0.0002789049],"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":[0.0000816808,0.00004476964,0.002530928,0.0005000174,0.00007444445,0.00004721717,0.00004287205,0.0008993449,0.0001481274,0.0004190341,0.9914335,0.003778089],"study_design_scores_gemma":[0.0003004366,0.00003299809,0.02276633,0.0004471402,0.00009314241,0.0001188123,0.0002511619,0.002517195,0.0005860792,0.001072148,0.9717208,0.0000938101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004110114,0.00007777614,0.00006755723,0.00003558353,0.00001798758,0.00001682781,0.998558,0.0003730957,0.0004421742],"genre_scores_gemma":[0.0005848074,0.00004302019,0.0002478457,0.00001603231,0.000002984436,0.00004458383,0.9986693,0.0000362315,0.0003552471],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6553466,"threshold_uncertainty_score":0.6933663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01951726185769169,"score_gpt":0.2328683711867831,"score_spread":0.2133511093290915,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}