{"id":"W4407127390","doi":"10.33137/q.i..v44i3.44801","title":"Front Matter","year":2025,"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); Geology","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":[0.0005748313,0.002675906,0.002792961,0.0008054862,0.0007752398,0.001105437,0.002443345,0.002610977,0.968367],"category_scores_gemma":[0.0006026707,0.003054894,0.00114156,0.0006853649,0.001625067,0.000326711,0.0009181101,0.002814837,0.9987514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002496229,"about_ca_system_score_gemma":0.001911808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247489,"about_ca_topic_score_gemma":0.0001080852,"domain_scores_codex":[0.9888543,0.001138923,0.002347242,0.003052318,0.001561996,0.003045177],"domain_scores_gemma":[0.993196,0.000905225,0.001027043,0.003203627,0.0006432817,0.001024848],"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":[0.0002027721,0.0008149106,0.0004879966,0.003242792,0.001269018,0.0004560787,0.0003698432,0.00006714914,0.0001651364,0.005173258,0.9868699,0.0008811612],"study_design_scores_gemma":[0.0006136626,0.0002106426,0.001195263,0.003018376,0.001845164,0.0001153726,0.0002989676,0.0008600755,0.0002423707,0.0006908861,0.9880639,0.002845319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004738982,0.01103198,0.004605038,0.003018041,0.01641879,0.001740759,0.02494518,0.0003121149,0.9378807],"genre_scores_gemma":[0.003457001,0.0002083225,0.003730153,0.003239661,0.003006593,0.0003570863,0.005388196,0.0009130479,0.9797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04181923,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02282692511775892,"score_gpt":0.2851745587028415,"score_spread":0.2623476335850826,"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."}}