{"id":"W7029329001","doi":"","title":"\"Il libro dei frammenti\" di Ceccardo Roccatagliata Ceccardi","year":2023,"lang":"it","type":"article","venue":"CINECA IRIS Institutial research information system (University of Pisa)","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Period (music); Quarter (Canadian coin); Middle Ages","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001847388,0.00038644,0.0006746791,0.001288845,0.002836159,0.001018228,0.0012323,0.0004731485,0.0008275043],"category_scores_gemma":[0.0002078134,0.0004134294,0.0004220953,0.001311117,0.001016034,0.005403826,0.0006951547,0.0009325916,0.006929056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004239902,"about_ca_system_score_gemma":0.0006144103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001221392,"about_ca_topic_score_gemma":0.000145454,"domain_scores_codex":[0.9955265,0.0003752683,0.0006874495,0.0004141229,0.001978153,0.00101853],"domain_scores_gemma":[0.9963303,0.0001382579,0.0004205802,0.0008936059,0.001808099,0.0004091469],"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":[0.0003271923,0.00005473948,0.0002360558,0.002753381,0.0003611733,0.000111835,0.09259416,0.00014662,0.0000632243,0.2734438,0.6271553,0.00275247],"study_design_scores_gemma":[0.001227684,0.0001845908,0.0008449935,0.0008783039,0.00007874554,0.000009680045,0.1784281,0.001003197,0.00005006584,0.00004096793,0.8169133,0.0003403951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07300334,0.001022811,0.002270189,0.003894987,0.005689634,0.002849114,0.008589811,0.0008905939,0.9017895],"genre_scores_gemma":[0.9654468,0.0001590644,0.00004982162,0.00006883049,0.001001024,0.000004583612,0.00141024,0.00002349093,0.03183611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8924435,"threshold_uncertainty_score":0.9998317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06344563942116656,"score_gpt":0.2692971508882488,"score_spread":0.2058515114670822,"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."}}