{"id":"W160029865","doi":"10.4000/rge.3547","title":"Des tramways contre-nature ? Regards croisés sur les processus de décision des projets de TCSP de l’arc Sud de l’aire métropolitaine lilloise","year":2012,"lang":"fr","type":"article","venue":"Revue Géographique de l Est","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Center for Northern Studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["sts"],"category_scores_codex":[0.00340493,0.0006723543,0.0008459152,0.000297488,0.002315981,0.0002683277,0.0007684927,0.001604307,0.00007148032],"category_scores_gemma":[0.003225229,0.0007065204,0.0006567138,0.001870673,0.005774672,0.0007086658,0.0001427715,0.00139536,0.00001324741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003314315,"about_ca_system_score_gemma":0.001210681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08672702,"about_ca_topic_score_gemma":0.1551396,"domain_scores_codex":[0.9935618,0.001338112,0.0006144549,0.000617192,0.0005019971,0.003366465],"domain_scores_gemma":[0.9966263,0.0007256328,0.0003432026,0.0003762408,0.0006588624,0.001269731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375081,0.001003478,0.7003337,0.001768474,0.000317179,0.0002025168,0.1127394,0.00003460658,0.00041794,0.1078235,0.01220658,0.06301521],"study_design_scores_gemma":[0.001665102,0.0005496072,0.5830148,0.003086129,0.0007770163,0.0003534766,0.03111726,0.0003062681,0.0009948359,0.1558262,0.2204395,0.0018698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7504101,0.2290021,0.0009735078,0.005769226,0.0004984826,0.000758513,0.0000650571,0.0003049247,0.01221809],"genre_scores_gemma":[0.9313236,0.0540504,0.004904821,0.0006252443,0.00288703,0.0002019871,0.00001560649,0.0001032669,0.005888046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2082329,"threshold_uncertainty_score":0.9996918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433441788268504,"score_gpt":0.2909413409079687,"score_spread":0.2475971620811183,"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."}}