{"id":"W4402350724","doi":"10.33137/q.i..v44i2.43858","title":"Contents","year":2024,"lang":"fr","type":"paratext","venue":"Quaderni d italianistica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0005819243,0.002680962,0.002496336,0.0007308344,0.0005305631,0.001892323,0.001988491,0.002414068,0.5820869],"category_scores_gemma":[0.001015182,0.002891843,0.001321106,0.001216286,0.002086024,0.0003351044,0.0008257674,0.003612947,0.9968199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322991,"about_ca_system_score_gemma":0.0009722923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007739556,"about_ca_topic_score_gemma":0.0001065236,"domain_scores_codex":[0.9886646,0.0007600862,0.00224851,0.003240126,0.00208552,0.00300111],"domain_scores_gemma":[0.9941841,0.0006837958,0.0007329507,0.002262506,0.0006453127,0.00149129],"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":[0.0001436059,0.0005983494,0.00003197141,0.003908033,0.001924301,0.00264727,0.0005241989,0.00002095148,0.001145202,0.05831713,0.9293014,0.001437537],"study_design_scores_gemma":[0.0005408459,0.0005022626,0.00008230643,0.004508499,0.002679011,0.0005236801,0.0005848511,0.002096162,0.000432916,0.002374172,0.982757,0.002918279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002413929,0.04316813,0.0006207868,0.001835348,0.03661514,0.001627405,0.03506598,0.0007642706,0.8800616],"genre_scores_gemma":[0.07889691,0.0004877806,0.0007288742,0.0006429298,0.005250097,0.0002610326,0.004674499,0.001980496,0.9070774],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.414733,"threshold_uncertainty_score":0.9991438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05191964181147248,"score_gpt":0.3101340553856721,"score_spread":0.2582144135741997,"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."}}