{"id":"W4413504091","doi":"10.33137/q.i..v45i2.45860","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":"Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007707378,0.0003768934,0.0008813164,0.0003226578,0.0004703859,0.0004382523,0.0005435114,0.0003197852,0.08056425],"category_scores_gemma":[0.0006870514,0.0005269656,0.000336302,0.0004747589,0.0007223317,0.0003089709,0.0002687833,0.0002972184,0.1218346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005712694,"about_ca_system_score_gemma":0.0001114867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000421183,"about_ca_topic_score_gemma":0.00002360656,"domain_scores_codex":[0.9968858,0.0000365497,0.001064009,0.001015929,0.00005965678,0.0009380903],"domain_scores_gemma":[0.9985158,0.0002125179,0.0003714116,0.0006448668,0.00008362426,0.000171721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000937294,0.0001084073,0.003167934,0.00008266122,0.0002488988,0.00001459177,0.0002275264,0.000014737,5.372775e-7,0.5041032,0.4906488,0.001373382],"study_design_scores_gemma":[0.0005482048,0.00005173892,0.002669245,0.0001344626,0.00008658139,0.000003292208,0.0009652554,0.002239888,0.00001723244,0.02154183,0.9712587,0.0004835935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006951272,0.03469586,0.00408963,0.01052218,0.06558613,0.0003267612,0.004150118,0.0001095261,0.8798246],"genre_scores_gemma":[0.05069995,0.001007416,0.0006054693,0.001020981,0.0003652608,0.00002661029,0.00003896619,0.00002877229,0.9462066],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4825613,"threshold_uncertainty_score":0.9997182,"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."}}