{"id":"W4391579986","doi":"10.3917/habi.005.0055","title":"Pilote de ville","year":2024,"lang":"fr","type":"article","venue":"Habitante","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002921709,0.0007871265,0.0005583248,0.00212004,0.006913028,0.00548027,0.001895697,0.001598998,0.3111178],"category_scores_gemma":[0.006172054,0.0005846574,0.0006933421,0.002230381,0.001352356,0.004240433,0.006345415,0.002271629,0.08612886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003185103,"about_ca_system_score_gemma":0.006989709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03495592,"about_ca_topic_score_gemma":0.08821016,"domain_scores_codex":[0.9978726,0.0006199167,0.00007859072,0.0004248596,0.0005387067,0.0004652886],"domain_scores_gemma":[0.9957693,0.0005601469,0.0001019992,0.0006635508,0.001446012,0.001459054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006218506,0.001032601,0.01233466,0.001041184,0.00003234891,0.002596855,0.03190354,0.0007951625,0.005811742,0.05291169,0.586839,0.3040794],"study_design_scores_gemma":[0.00002697609,0.0001614928,0.00363937,0.0001444729,0.000009080373,0.0001622559,0.009565506,0.0002755151,0.0004935384,0.0009732018,0.9845281,0.00002055884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08199064,0.001049451,0.0224835,0.005637381,0.002968897,0.003958712,0.01048656,0.005383432,0.8660414],"genre_scores_gemma":[0.1173862,0.0007713471,0.02836991,0.001035568,0.0002316235,0.002278877,0.007798702,0.001295826,0.8408319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3111178,"threshold_uncertainty_score":0.9826068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03568967301843524,"score_gpt":0.2822198943458147,"score_spread":0.2465302213273795,"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."}}