{"id":"W2095507151","doi":"10.3917/commu.085.0185","title":"L'après-ville ou ces mégalopoles qu'on dit sans charme...","year":2009,"lang":"fr","type":"article","venue":"Communications","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; 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":[],"category_scores_codex":[0.0004003667,0.0002316915,0.0003126667,0.00007313411,0.003265908,0.000131522,0.001703627,0.0002056999,0.0005082532],"category_scores_gemma":[0.0002813099,0.0002487873,0.0002062431,0.0007161532,0.002037968,0.0002424937,0.0002239139,0.000447457,0.0008358979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830189,"about_ca_system_score_gemma":0.0001386852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004693716,"about_ca_topic_score_gemma":0.01247921,"domain_scores_codex":[0.9979872,0.0005190758,0.0003442127,0.0002589876,0.0003653511,0.0005252276],"domain_scores_gemma":[0.9977006,0.0004919893,0.0001675277,0.001283466,0.0001659525,0.0001904795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002227934,0.0004546955,0.0002012836,0.000005424216,0.00004540451,8.153809e-7,0.02242102,0.000004029695,0.00001672374,0.8142117,0.1053924,0.05724435],"study_design_scores_gemma":[0.0001680052,0.0001228897,0.007589306,0.0001031254,0.00005580177,3.460999e-7,0.008382123,0.00006235911,0.00001795143,0.03321804,0.9499999,0.000280163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002348523,0.1324243,0.00004216495,0.2132223,0.001152105,0.0002671971,0.00006592592,0.000137623,0.6503398],"genre_scores_gemma":[0.8643653,0.08494744,0.0007730147,0.002658291,0.0007643302,0.00003938254,0.00003374477,0.00001596391,0.04640251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8620168,"threshold_uncertainty_score":0.9999964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144516467749343,"score_gpt":0.3392122973308925,"score_spread":0.1946958295815495,"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."}}