{"id":"W2480714658","doi":"10.1522/cla.due.vie1","title":"vie universitaire a? Paris","year":2002,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; History","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","insufficient_payload"],"category_scores_codex":[0.001863784,0.0008752248,0.001081504,0.0002115608,0.01019634,0.0007854725,0.002911259,0.001348564,0.003374674],"category_scores_gemma":[0.0003476999,0.0008903829,0.0008614766,0.002707015,0.20499,0.001957889,0.0004713165,0.0008522026,0.001320231],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01287224,"about_ca_system_score_gemma":0.01395394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04031174,"about_ca_topic_score_gemma":0.07210576,"domain_scores_codex":[0.9917153,0.001209351,0.0008074164,0.001603808,0.002524628,0.002139529],"domain_scores_gemma":[0.9961344,0.001071147,0.00123114,0.0003984593,0.0004580108,0.0007068267],"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":[0.000004858987,0.0001236659,0.006016345,0.00007618588,0.00006089705,0.00004149725,0.008696997,0.00001737247,0.000004988291,0.6818714,0.2614412,0.04164465],"study_design_scores_gemma":[0.0001801341,0.0004259755,0.001110111,0.0005125322,0.0001405171,0.000005131732,0.01151925,0.000200684,0.000007496515,0.1779304,0.806891,0.001076782],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006667271,0.01376253,0.0001608521,0.01144203,0.003055292,0.0005490743,0.000134702,0.0003045777,0.9639237],"genre_scores_gemma":[0.2189225,0.02446323,0.001462272,0.0005154619,0.002707937,0.00001399161,0.00001231102,0.00005371698,0.7518485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5454499,"threshold_uncertainty_score":0.9999479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2003332599900888,"score_gpt":0.3471155674869159,"score_spread":0.1467823074968271,"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."}}