{"id":"W7038299600","doi":"","title":"Il ducato di Filippo Maria Visconti, 1412-1447. Economia, politica, cultura","year":2015,"lang":"it","type":"book","venue":"Indipendenza e professionalità del giudice in Cina (Firenze University)","topic":"Linguistic, Cultural, and Literary Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kingdom; George (robot); Quarter (Canadian coin)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002258358,0.001826762,0.002490483,0.00116356,0.003822046,0.0005588692,0.003302889,0.00235642,0.002682113],"category_scores_gemma":[0.001351443,0.0018143,0.0008712374,0.00158187,0.002502312,0.001919895,0.002034236,0.003070116,0.001374518],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00563652,"about_ca_system_score_gemma":0.00936084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01683236,"about_ca_topic_score_gemma":0.004551142,"domain_scores_codex":[0.9886593,0.002089879,0.001860009,0.002664328,0.002040002,0.002686545],"domain_scores_gemma":[0.9920182,0.0017809,0.001654773,0.001250844,0.001815664,0.001479676],"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":[0.001201377,0.001560031,0.04547193,0.001197619,0.001940582,0.00280979,0.1702939,0.00003281189,0.00001076485,0.5323677,0.2413943,0.001719302],"study_design_scores_gemma":[0.002876485,0.0001922973,0.006178065,0.002211801,0.0006252724,0.00002201214,0.0738838,0.00006064638,0.000005108828,0.01198362,0.8996815,0.002279387],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07834524,0.002352935,0.000005451252,0.005023335,0.01055221,0.002722947,0.002151186,0.0003362585,0.8985105],"genre_scores_gemma":[0.1614581,0.001106816,0.0003533895,0.001063182,0.0035507,0.00003048839,0.0009468715,0.0001352665,0.8313552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6582872,"threshold_uncertainty_score":0.9994477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05126733326366134,"score_gpt":0.3004799304208833,"score_spread":0.249212597157222,"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."}}