{"id":"W2615025140","doi":"","title":"Variations annuelles des comportements des usagers de transport collectif","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":[0.004594084,0.001064768,0.001035373,0.003138249,0.0009259864,0.002775436,0.001674493,0.001438077,0.005378078],"category_scores_gemma":[0.01449006,0.0006511736,0.001869628,0.003314401,0.001145148,0.001678494,0.001250737,0.001710648,0.0009908471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004464754,"about_ca_system_score_gemma":0.001890781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1154288,"about_ca_topic_score_gemma":0.06992423,"domain_scores_codex":[0.9979469,0.0004732198,0.0001087296,0.0006223982,0.0004589496,0.0003898161],"domain_scores_gemma":[0.9804636,0.01252452,0.001584945,0.001253867,0.00340323,0.0007699775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001170191,0.0001424553,0.1829493,0.0003538206,0.0008870562,0.0008291319,0.001707107,0.7004887,0.00749101,0.04063719,0.005112831,0.05823124],"study_design_scores_gemma":[0.00002385844,0.0001560088,0.3450452,0.0001268955,0.0001329355,0.000485684,0.001283222,0.6292185,0.004146836,0.01069369,0.008532478,0.0001546978],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9363514,0.002128844,0.04373812,0.0006844311,0.00007641897,0.00003843034,0.007082758,0.0003831341,0.009516496],"genre_scores_gemma":[0.9748722,0.0007224322,0.009742285,0.00004358276,0.00005201321,0.0001107699,0.005789368,0.0002301813,0.008437117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1154288,"threshold_uncertainty_score":0.2295138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282454911384988,"score_gpt":0.2595207275556925,"score_spread":0.2366961784418426,"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."}}