{"id":"W4226141396","doi":"10.33137/qi.v42i1.38403","title":"Autori / Contributors / Auteurs","year":2022,"lang":"fr","type":"article","venue":"Quaderni d italianistica","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History; 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001207226,0.0003522601,0.000786491,0.0002429733,0.001312268,0.0002893766,0.0006915312,0.0001262743,0.4160877],"category_scores_gemma":[0.0003041391,0.0005421887,0.0003558101,0.0004078544,0.0005023858,0.0002754121,0.0006878584,0.000484776,0.09596461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020731,"about_ca_system_score_gemma":0.00008942165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005026726,"about_ca_topic_score_gemma":0.000009670988,"domain_scores_codex":[0.996717,0.00007937403,0.0009958398,0.00105545,0.0001289508,0.00102341],"domain_scores_gemma":[0.9983928,0.0001590353,0.0005589005,0.0006149893,0.00004464042,0.0002297011],"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":[0.00001522223,0.0002010481,0.002097187,0.00003337479,0.0001849659,0.00005448844,0.0008812079,0.0001928065,5.998883e-7,0.4215342,0.5740741,0.0007307183],"study_design_scores_gemma":[0.0005365993,0.0001883438,0.0008828884,0.00001347497,0.00005414609,0.00002935249,0.003654046,0.003498781,0.00000369001,0.008103432,0.9824143,0.0006209381],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002472327,0.03428089,0.0008669614,0.009757472,0.09370127,0.000481387,0.02351569,0.0001496935,0.8347743],"genre_scores_gemma":[0.1077722,0.000339018,0.0003479935,0.0008195449,0.0005087306,0.00008462924,0.0001024796,0.00005369987,0.8899717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4134308,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625093034627616,"score_gpt":0.2238758184965136,"score_spread":0.1876248881502375,"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."}}