{"id":"W4214916551","doi":"10.4000/lectures.54570","title":"Patrick Le Galès (dir.), Gouverner la métropole parisienne","year":2021,"lang":"fr","type":"article","venue":"Lectures","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities; Philosophy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003066759,0.0002438041,0.000371508,0.00003461113,0.0012676,0.0001985418,0.0002505529,0.0003653865,0.002130682],"category_scores_gemma":[0.000555814,0.0002451971,0.0002730474,0.0008202497,0.001236445,0.000144944,0.00013857,0.0004014237,0.0002848169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003377395,"about_ca_system_score_gemma":0.0005827834,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03862333,"about_ca_topic_score_gemma":0.04116719,"domain_scores_codex":[0.9974873,0.000676497,0.000248321,0.0004156028,0.0004629802,0.0007092758],"domain_scores_gemma":[0.9989572,0.00036865,0.00009906267,0.0002133243,0.0001702748,0.0001914548],"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":[0.000006416133,0.0002506131,0.001117248,0.00003912241,0.00017845,0.0001750635,0.01998997,0.00005332349,0.00009574897,0.2153739,0.7122899,0.05043025],"study_design_scores_gemma":[0.0002830412,0.0000372492,0.003695857,0.00002893931,0.00006795964,0.00000445959,0.004222196,0.00002012429,0.0004731678,0.02802338,0.9628394,0.0003042736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01309581,0.5299195,0.0005681186,0.02252589,0.004996742,0.0001406448,0.00003168392,0.0001170524,0.4286045],"genre_scores_gemma":[0.686025,0.009585502,0.0004463801,0.001514042,0.002557133,0.00001338252,0.000009603915,0.00003035887,0.2998186],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6729292,"threshold_uncertainty_score":0.9998848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653308255460877,"score_gpt":0.2474685789724044,"score_spread":0.2309354964177956,"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."}}