{"id":"W1597690222","doi":"10.7202/1023173ar","title":"Les classes moyennes dans l’espace urbain","year":2014,"lang":"fr","type":"article","venue":"Sociologie et sociétés","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Economic and Social Research Council","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002331699,0.0005151287,0.0008031048,0.00004881487,0.002197592,0.0001418037,0.0007271137,0.001129042,0.001989511],"category_scores_gemma":[0.002554847,0.0005079772,0.00059852,0.0004264354,0.00527345,0.0003374975,0.0002806681,0.0009284295,0.00042153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009067474,"about_ca_system_score_gemma":0.0002503421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01119711,"about_ca_topic_score_gemma":0.002862148,"domain_scores_codex":[0.9943395,0.002662286,0.0004723072,0.0006803325,0.0005643176,0.001281268],"domain_scores_gemma":[0.9959164,0.002953742,0.0003169534,0.0003414027,0.0002128327,0.0002586692],"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":[0.000006057574,0.0001539598,0.00886057,0.00005219492,0.0002136801,0.000005806615,0.05967208,0.00002694722,0.00005608042,0.8226609,0.08388972,0.02440195],"study_design_scores_gemma":[0.0004852375,0.0002159366,0.0107194,0.00006866991,0.0001321502,7.720756e-7,0.07883957,0.00006616798,0.00003097331,0.2819606,0.6267647,0.0007158775],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06615534,0.06873118,0.002279128,0.1237351,0.02035257,0.0005751671,0.00008069802,0.0006953703,0.7173955],"genre_scores_gemma":[0.7871571,0.01416745,0.0008019793,0.001631918,0.002409893,0.00006949082,0.0000183144,0.00005372931,0.1936901],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7210018,"threshold_uncertainty_score":0.9997372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3583859266994139,"score_gpt":0.4655790519179356,"score_spread":0.1071931252185217,"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."}}