{"id":"W4237015110","doi":"10.4000/afas.1443","title":"Bulletin n°24","year":2003,"lang":"fr","type":"paratext","venue":"Bulletin de l’AFAS","topic":"Literature, Musicology, and Cultural Analysis","field":"Social Sciences","cited_by":0,"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":["insufficient_payload"],"category_scores_codex":[0.001184795,0.001043043,0.001389295,0.0001746979,0.001578833,0.0008230279,0.001350086,0.002354468,0.4441954],"category_scores_gemma":[0.000352884,0.0009311902,0.001168745,0.001089919,0.001505824,0.00005906308,0.0001627165,0.001775305,0.204516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004839874,"about_ca_system_score_gemma":0.0004132341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265672,"about_ca_topic_score_gemma":0.0003944708,"domain_scores_codex":[0.9925801,0.002098224,0.001007053,0.001431925,0.0009019915,0.00198076],"domain_scores_gemma":[0.9970165,0.000411573,0.000633231,0.0006953242,0.0004853563,0.0007579805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003724583,0.000255467,0.00007607543,0.0001409883,0.0003884357,0.00008787365,0.003047015,0.00005089198,0.00004131942,0.03453374,0.9595214,0.001819556],"study_design_scores_gemma":[0.0005029191,0.0001329217,0.00005751363,0.0002129354,0.0006328456,0.00004306113,0.002154603,0.000006038567,0.00004900905,0.001000743,0.9940341,0.001173269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001662397,0.03478567,0.00004700978,0.1042607,0.007739832,0.0005782211,0.0001622358,0.00008394751,0.85068],"genre_scores_gemma":[0.002243227,0.003557515,0.001656047,0.04635959,0.004990321,0.0001438767,0.000301201,0.00008625267,0.940662],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2396794,"threshold_uncertainty_score":0.999721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02502065915835852,"score_gpt":0.2694292866761862,"score_spread":0.2444086275178276,"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."}}