{"id":"W2493620144","doi":"10.1522/cla.ham.car","title":"caracte?ristiques des classes moyennes","year":2002,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.005475267,0.0009487788,0.001121437,0.0004087894,0.0100495,0.0007697225,0.001863687,0.001505993,0.001017868],"category_scores_gemma":[0.003463058,0.0009710169,0.0006702657,0.001353536,0.3060964,0.001722145,0.0001975818,0.0009841027,0.0003846902],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006470879,"about_ca_system_score_gemma":0.009629707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782198,"about_ca_topic_score_gemma":0.009968583,"domain_scores_codex":[0.990595,0.003742386,0.001155772,0.001452122,0.001285139,0.001769605],"domain_scores_gemma":[0.9887011,0.008051144,0.001129712,0.0003763964,0.001231737,0.0005098958],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003008141,0.0002506132,0.01789637,0.0002858142,0.0001405834,0.000006074834,0.04211506,0.000009370758,0.00002869668,0.8962963,0.02577981,0.01718831],"study_design_scores_gemma":[0.0001597272,0.0003654144,0.005261755,0.0009258772,0.0002132427,0.0000154038,0.0597342,0.000070044,0.0000314688,0.5294427,0.4025398,0.001240347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04338054,0.01759016,0.0003485525,0.006164874,0.004777831,0.0006040576,0.0001322441,0.0004812524,0.9265205],"genre_scores_gemma":[0.4962782,0.05588773,0.02080691,0.0007402729,0.01519901,0.0001334314,0.000144294,0.0001180807,0.410692],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5158285,"threshold_uncertainty_score":0.9998953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6456652251524094,"score_gpt":0.508371564169741,"score_spread":0.1372936609826684,"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."}}