{"id":"W2081962392","doi":"10.3917/riss.176.0389","title":"Transport et démocratie durable : assentiment et dynamique des systèmes","year":2003,"lang":"fr","type":"article","venue":"Revue internationale des sciences sociales","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.003205661,0.0003469878,0.0004630027,0.000161739,0.002975707,0.0003501643,0.0006300181,0.0002030251,0.0009695028],"category_scores_gemma":[0.0008955506,0.0003740915,0.0003695814,0.001136376,0.01439308,0.001465119,0.00005425771,0.0002922942,0.0001347733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003075797,"about_ca_system_score_gemma":0.001751548,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0165408,"about_ca_topic_score_gemma":0.08872409,"domain_scores_codex":[0.9958472,0.001180958,0.0006019048,0.0006049962,0.0009695612,0.0007953717],"domain_scores_gemma":[0.998026,0.0008522675,0.0003359991,0.0001285575,0.0004555758,0.0002016246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002632688,0.0002752876,0.01786251,0.0001288916,0.0001415987,0.00001914548,0.02716351,0.000362821,0.00003427945,0.9486333,0.001188963,0.004187129],"study_design_scores_gemma":[0.0003887001,0.0001989265,0.03256997,0.0009961805,0.0001097988,0.00002003532,0.01413373,0.0003407136,0.0001177325,0.7406391,0.209724,0.0007611455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1807645,0.05442154,0.003164424,0.007562912,0.004267864,0.0004639409,0.0001205653,0.0001173958,0.7491169],"genre_scores_gemma":[0.8085226,0.02163331,0.005032132,0.0004286742,0.0003871963,0.0000858237,0.0000145191,0.00002489756,0.1638708],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6277582,"threshold_uncertainty_score":0.9999437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406727884951015,"score_gpt":0.3314771784227405,"score_spread":0.190804389927639,"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."}}