{"id":"W2493933409","doi":"10.1522/cla.due.soc5","title":"sociologie en France au XIXe sie?cle","year":2002,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities","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":[0.007578975,0.0007322291,0.0009439627,0.0002322679,0.008189474,0.0003073006,0.002088241,0.001778762,0.0009529135],"category_scores_gemma":[0.003161693,0.0007504696,0.000597071,0.0009509701,0.2310719,0.0009396041,0.0002040453,0.001098731,0.0007489555],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008083002,"about_ca_system_score_gemma":0.01502348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00275598,"about_ca_topic_score_gemma":0.002279975,"domain_scores_codex":[0.9908481,0.00405555,0.0009290949,0.001341749,0.001092121,0.001733376],"domain_scores_gemma":[0.9880592,0.009765366,0.0009121623,0.0003441853,0.0005476387,0.0003714537],"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":[0.000001369855,0.0001591499,0.02344301,0.0001234187,0.0000899185,0.0000027796,0.06032154,0.00002108869,0.00001532926,0.8850949,0.01852432,0.01220317],"study_design_scores_gemma":[0.0001636263,0.0002596091,0.008474468,0.0003871,0.00009713673,0.00000441367,0.04449712,0.00008383066,0.000008861197,0.4548098,0.4903051,0.0009089706],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02367321,0.009041386,0.0003952862,0.02266301,0.007457851,0.0005682234,0.00009230297,0.0003379143,0.9357708],"genre_scores_gemma":[0.4748591,0.01698315,0.007920143,0.001225226,0.01897572,0.0001081478,0.00008311689,0.00007217495,0.4797732],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4717807,"threshold_uncertainty_score":0.9999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6865603542317612,"score_gpt":0.52069215277163,"score_spread":0.1658682014601313,"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."}}