{"id":"W2505071603","doi":"10.1522/cla.drp.ana","title":"Analyse","year":2003,"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":"Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"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":[0.00396231,0.0009522508,0.001266139,0.0002609188,0.0081379,0.0009404861,0.002780329,0.001418399,0.002919275],"category_scores_gemma":[0.000867306,0.0009459781,0.001045899,0.004058992,0.247954,0.001517122,0.0002821896,0.0009659335,0.001213783],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01635166,"about_ca_system_score_gemma":0.04149018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04553122,"about_ca_topic_score_gemma":0.09926411,"domain_scores_codex":[0.9899392,0.001881434,0.001102121,0.001813978,0.002826654,0.002436601],"domain_scores_gemma":[0.995753,0.0009219312,0.001446602,0.0004833454,0.0005513831,0.000843733],"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":[0.000004195722,0.0001182714,0.006656985,0.00006274315,0.00006899533,0.00002535594,0.004290668,0.00002285813,0.00001027739,0.800634,0.1745198,0.01358583],"study_design_scores_gemma":[0.0001553543,0.000220193,0.0009665722,0.0002668141,0.0001403086,0.000005272957,0.004020155,0.00006316569,0.00001774817,0.3670386,0.6261609,0.0009449341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006525327,0.01088707,0.000412901,0.005099622,0.004412695,0.0005942404,0.0000923523,0.0002131178,0.9717627],"genre_scores_gemma":[0.1069532,0.008157758,0.003539423,0.001655648,0.002629733,0.0000333432,0.00001406177,0.00007111343,0.8769457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4516411,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2413193383413265,"score_gpt":0.3932477802135403,"score_spread":0.1519284418722137,"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."}}