{"id":"W4247019346","doi":"10.1522/cla.der.dio","title":"dioptrique","year":2002,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.002739234,0.0009635884,0.001202618,0.0002312344,0.008615189,0.0009986217,0.003138967,0.001532078,0.003088462],"category_scores_gemma":[0.0008167379,0.0009470233,0.0009270707,0.002732154,0.2420659,0.001727237,0.0004089585,0.001000315,0.001531619],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01253314,"about_ca_system_score_gemma":0.01414227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04375345,"about_ca_topic_score_gemma":0.0826627,"domain_scores_codex":[0.9906358,0.001510105,0.001054811,0.001719295,0.002716882,0.002363181],"domain_scores_gemma":[0.995649,0.001364989,0.001335349,0.0004348019,0.000479063,0.0007368401],"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":[0.00000411256,0.0001333621,0.002932013,0.00008657945,0.00004721049,0.00002828278,0.008354839,0.00001569654,0.00001032281,0.7983433,0.1585972,0.03144714],"study_design_scores_gemma":[0.0001459247,0.0003101028,0.0009779239,0.0004992725,0.00007847501,0.000006669742,0.002964871,0.0001927694,0.0000141237,0.3058835,0.6879292,0.0009971729],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005578443,0.0166782,0.0003326471,0.01024082,0.003880267,0.000677496,0.0001205808,0.0003454244,0.9621461],"genre_scores_gemma":[0.1702457,0.01846078,0.002467174,0.0008572662,0.004657901,0.00004331751,0.00001060356,0.00006989551,0.8031873],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.529332,"threshold_uncertainty_score":0.9997641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3217389798839878,"score_gpt":0.3855328085528932,"score_spread":0.06379382866890537,"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."}}