{"id":"W4416524463","doi":"10.33137/q.i..v46i1.46329","title":"Autori / Contributors / Auteurs","year":2025,"lang":"en","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":["insufficient_payload"],"category_scores_codex":[0.001428173,0.001148667,0.00109866,0.004334214,0.001484144,0.004044847,0.00116406,0.001490989,0.4722039],"category_scores_gemma":[0.01106525,0.0003922947,0.0006132442,0.002640785,0.0004971765,0.001223833,0.002718444,0.001385698,0.4476508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840528,"about_ca_system_score_gemma":0.002099908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002983333,"about_ca_topic_score_gemma":0.002352088,"domain_scores_codex":[0.9968235,0.0002426467,0.0002074398,0.0005499763,0.00189263,0.0002837163],"domain_scores_gemma":[0.9864292,0.001094298,0.000960739,0.002006445,0.007893894,0.001615359],"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":[0.00005857896,0.00002143098,0.0004620331,0.0002879909,0.000009580808,0.0001862451,0.00005059434,0.00007365133,0.0005245401,0.002682451,0.9259841,0.06965883],"study_design_scores_gemma":[0.00001343351,0.000009002459,0.001667202,0.0002045807,0.000008060076,0.0002730106,0.00006190436,0.0001315439,0.0004576677,0.0006894185,0.9964764,0.000007774502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004204917,0.01257064,0.002795698,0.03475289,0.124849,0.0003507767,0.01940077,0.004052407,0.7970229],"genre_scores_gemma":[0.0229481,0.004947395,0.001781586,0.003234081,0.02307433,0.0003512003,0.006540201,0.001539966,0.9355831],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5277961,"threshold_uncertainty_score":0.7528371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02952241129448799,"score_gpt":0.2333801953823129,"score_spread":0.2038577840878249,"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."}}