{"id":"W2507183361","doi":"","title":"Guillaume de La Penne (scheda bibliografica in repertorio ArLiMA - online: www.arlima.net/no/6486)","year":2016,"lang":"it","type":"article","venue":"U-PAD Unimc - Open Digital Publications (University of Macerata)","topic":"Libraries, Manuscripts, and Books","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy; Art; Humanities","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006394289,0.0005246045,0.0007769387,0.002484065,0.0009809728,0.005467801,0.003286182,0.0003561654,0.008329019],"category_scores_gemma":[0.000404457,0.0005092482,0.0003124768,0.00146851,0.001965252,0.01193543,0.00201617,0.0004792541,0.0008694626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003095125,"about_ca_system_score_gemma":0.000978423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003869404,"about_ca_topic_score_gemma":0.004115257,"domain_scores_codex":[0.9967361,0.0002589983,0.0006329913,0.000989408,0.000503523,0.0008789779],"domain_scores_gemma":[0.9960837,0.0005400155,0.0005513274,0.001567398,0.000800086,0.0004575012],"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":[0.0004302702,0.001752133,0.008999678,0.0001078929,0.0003027251,0.0000517411,0.0057365,0.00000362969,0.0001536766,0.5151661,0.4560453,0.01125033],"study_design_scores_gemma":[0.002657817,0.0002714496,0.01432209,0.0002432348,0.00009066255,0.00001669977,0.01012724,0.000137466,0.00001945589,0.004174151,0.967219,0.0007207569],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1024548,0.000398435,0.000149491,0.02681828,0.0004802044,0.001172489,0.004212553,0.0002530499,0.8640607],"genre_scores_gemma":[0.6287704,0.001079419,0.0008983442,0.0004167621,0.0005724753,0.000006962273,0.0009240965,0.00007938833,0.3672521],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5263156,"threshold_uncertainty_score":0.9999084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1069176812849813,"score_gpt":0.2289593512897839,"score_spread":0.1220416700048026,"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."}}