{"id":"W4249256626","doi":"10.33137/q.i..v25i2.9144","title":"Front matter","year":2004,"lang":"fr","type":"paratext","venue":"Quaderni d italianistica","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Front (military); Art; Physics; Meteorology","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":[0.0005350683,0.002996906,0.002764515,0.0005978251,0.0007818622,0.001146544,0.002289441,0.00277591,0.9660417],"category_scores_gemma":[0.000350835,0.00338286,0.00119646,0.0005080251,0.002272006,0.0004579662,0.0006155387,0.003001921,0.9993597],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005152898,"about_ca_system_score_gemma":0.002220761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182745,"about_ca_topic_score_gemma":0.0001973782,"domain_scores_codex":[0.9879979,0.0007786852,0.002421285,0.003147822,0.002041915,0.003612398],"domain_scores_gemma":[0.9930805,0.000401779,0.001314072,0.003064384,0.0005485925,0.001590663],"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":[0.0001915765,0.001183514,0.0002854731,0.002136402,0.000969372,0.001071792,0.0008196216,0.0004337244,0.0003257676,0.006242809,0.9860092,0.0003306959],"study_design_scores_gemma":[0.001034041,0.0004176272,0.001446725,0.00258188,0.00141277,0.0005505132,0.0003164975,0.0002305895,0.0003572889,0.002067596,0.9858384,0.003746071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000187299,0.01021145,0.004399214,0.002391831,0.01298235,0.001834844,0.01793043,0.0003597121,0.9497029],"genre_scores_gemma":[0.01802006,0.0001625901,0.005615474,0.00220288,0.004807698,0.0002911668,0.005112959,0.001995526,0.9617916],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03331796,"threshold_uncertainty_score":0.9998904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02520056655868514,"score_gpt":0.2776693358677329,"score_spread":0.2524687693090478,"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."}}