{"id":"W4230023385","doi":"10.33137/q.i..v23i1.9301","title":"Front matter","year":2002,"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; Geology; Oceanography","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":[0.0004846186,0.002998449,0.002828797,0.0006211885,0.0007923192,0.001190839,0.00232464,0.002758116,0.9904564],"category_scores_gemma":[0.0003771795,0.003390455,0.001191751,0.0005196459,0.00202198,0.0004487345,0.0005995567,0.003008021,0.9996601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00234825,"about_ca_system_score_gemma":0.0004072313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007855236,"about_ca_topic_score_gemma":0.00007814046,"domain_scores_codex":[0.9875183,0.001113166,0.00246491,0.003154201,0.002076365,0.003673029],"domain_scores_gemma":[0.9926767,0.0005949702,0.001340114,0.003276379,0.0005238392,0.001588042],"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":[0.0001017712,0.001194338,0.0004441011,0.00148384,0.0009327533,0.0008862267,0.0007371873,0.00006804064,0.000189215,0.001540619,0.9915857,0.0008361511],"study_design_scores_gemma":[0.0006615882,0.0003553342,0.001018836,0.001369127,0.001394142,0.0004999145,0.0002497966,0.002380252,0.0001346012,0.0003171459,0.9879122,0.00370711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001091892,0.01500694,0.001681591,0.001964775,0.01207532,0.001595098,0.01764874,0.0003439785,0.9495744],"genre_scores_gemma":[0.008992623,0.0003641147,0.00345424,0.001994801,0.005312538,0.0002858621,0.003199344,0.001970853,0.9744256],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02485126,"threshold_uncertainty_score":0.999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03293641559230126,"score_gpt":0.2726376748349764,"score_spread":0.2397012592426751,"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."}}