{"id":"W2272548005","doi":"","title":"OPEN DATA EN TRANSPORT URBAIN : QUELLES SONT LES DONNEES MISES A DISPOSITION ? QUELS SONT LES STRATEGIES DES AUTORITES ORGANISATRICES ?","year":2013,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.006990893,0.0005392212,0.0005025915,0.0002207223,0.001339342,0.006941069,0.009460649,0.000226985,0.0008255744],"category_scores_gemma":[0.0006653037,0.0005382794,0.000139165,0.0008965203,0.0007357329,0.009571241,0.004530361,0.000400834,0.0001678849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001636855,"about_ca_system_score_gemma":0.0005569261,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06857945,"about_ca_topic_score_gemma":0.03254407,"domain_scores_codex":[0.9918357,0.004378763,0.0008243015,0.001418083,0.0006301853,0.0009129322],"domain_scores_gemma":[0.9924955,0.001697373,0.0005005418,0.00352651,0.001421934,0.0003581556],"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":[0.000009000152,0.001196357,0.006342116,0.0004055001,0.0001819383,0.00002396488,0.01930647,0.0000398776,0.001749203,0.4927821,0.006298722,0.4716648],"study_design_scores_gemma":[0.003457046,0.00002033925,0.1515076,0.009051718,0.0007113764,0.00009024276,0.03213945,0.2818561,0.02272128,0.07746369,0.4169198,0.004061407],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07726301,0.02148926,0.8268917,0.04262057,0.000603691,0.001716013,0.0006331496,0.0005650885,0.02821757],"genre_scores_gemma":[0.6619908,0.006112402,0.2944673,0.000121435,0.0001381159,0.0001346957,0.002027254,0.00007889708,0.03492909],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5847278,"threshold_uncertainty_score":0.9999608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03676807949528188,"score_gpt":0.2555181290154801,"score_spread":0.2187500495201982,"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."}}