{"id":"W4414754077","doi":"10.33137/q.i..v45i3.46148","title":"Autori / Contributors / Auteurs","year":2025,"lang":"fr","type":"article","venue":"Quaderni d italianistica","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001381149,0.001205069,0.001137284,0.004591021,0.001439667,0.004217912,0.001155283,0.001508508,0.4833016],"category_scores_gemma":[0.01047707,0.000391652,0.0006318568,0.002818616,0.0004973552,0.001226073,0.00263845,0.001345384,0.4500705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862621,"about_ca_system_score_gemma":0.002026195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00303399,"about_ca_topic_score_gemma":0.002227274,"domain_scores_codex":[0.9968869,0.0002483574,0.0002070058,0.0005516623,0.001829568,0.0002765939],"domain_scores_gemma":[0.9873191,0.001107598,0.0009293897,0.001983881,0.007159242,0.001500922],"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":[0.00006339074,0.00002349969,0.0004797541,0.0003031029,0.00001068521,0.0002000173,0.00005102715,0.00008442355,0.0005454281,0.003174922,0.9205058,0.07455786],"study_design_scores_gemma":[0.00001470387,0.000009349013,0.001704057,0.0002059825,0.00000837964,0.0002874007,0.00005746961,0.0001431563,0.0004614677,0.0007635406,0.9963365,0.00000798876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00422649,0.01317768,0.002822471,0.03269112,0.1150259,0.0003246746,0.02014647,0.004206741,0.8073784],"genre_scores_gemma":[0.02457773,0.005313765,0.001877324,0.003025141,0.0242255,0.0003542125,0.007120165,0.001672202,0.931834],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4833016,"threshold_uncertainty_score":0.7370075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815354015967517,"score_gpt":0.2377900034335022,"score_spread":0.2096364632738271,"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."}}