{"id":"W2213361370","doi":"10.4000/echogeo.14399","title":"Les périurbains franciliens : vers de nouveaux comportements de mobilité ?","year":2015,"lang":"fr","type":"article","venue":"EchoGéo","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Humanities; Political science; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001218309,0.0003956598,0.0003634689,0.001806517,0.001953066,0.003002852,0.000889375,0.0006485018,0.007130764],"category_scores_gemma":[0.002960278,0.000229302,0.0002731658,0.002613152,0.002678197,0.002131813,0.001579756,0.0004867765,0.0005265212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005809625,"about_ca_system_score_gemma":0.003818878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4121056,"about_ca_topic_score_gemma":0.5403278,"domain_scores_codex":[0.9989159,0.0002859212,0.00004082547,0.000207119,0.0001337655,0.0004164511],"domain_scores_gemma":[0.9985064,0.0003105022,0.0005021213,0.0001208885,0.0003028657,0.0002573402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004336094,0.0001203829,0.7364882,0.0004069002,0.0001999702,0.0009998644,0.08809331,0.001238107,0.001799617,0.02636668,0.003047912,0.1408055],"study_design_scores_gemma":[0.00001139165,0.0001202914,0.9120397,0.0002777565,0.00004076319,0.0002733606,0.05578699,0.0003323501,0.0002169243,0.001964986,0.02889167,0.00004391758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971962,0.003022148,0.0007695846,0.004335451,0.00002713726,0.00001959125,0.0005698656,0.00002203199,0.0192722],"genre_scores_gemma":[0.9959592,0.0008278722,0.0003089119,0.0001132233,0.00001342139,0.00001330078,0.0001171818,0.000006852627,0.002640043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4121056,"threshold_uncertainty_score":0.8194137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08937826643992484,"score_gpt":0.3120573652261652,"score_spread":0.2226790987862403,"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."}}