{"id":"W4323660852","doi":"10.33137/ic.v19i.40154","title":"The Role of the Media in the Evolution of Contemporary Italian","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Italian Literature and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Evolutionary biology; Epistemology; Biology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002463097,0.0004751486,0.0002550991,0.006353306,0.009985894,0.01383095,0.0007862145,0.001223654,0.01535873],"category_scores_gemma":[0.005466137,0.0002585255,0.0002499879,0.006780202,0.01336157,0.002620092,0.003027847,0.001923645,0.001045541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03222415,"about_ca_system_score_gemma":0.01247946,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4814018,"about_ca_topic_score_gemma":0.6010391,"domain_scores_codex":[0.9983113,0.0004641373,0.00002970805,0.0002034349,0.0003273592,0.0006639866],"domain_scores_gemma":[0.9970795,0.0009947837,0.0004402191,0.0001899562,0.0007460258,0.0005496189],"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":[0.0003082625,0.00009910337,0.01125697,0.0002693117,0.00002653303,0.00117241,0.2916552,0.0002082257,0.001241949,0.6191313,0.02120805,0.05342271],"study_design_scores_gemma":[0.00002747843,0.00006792855,0.0951315,0.0004914157,0.00004333213,0.0004646139,0.06815027,0.0001956784,0.0004832165,0.007460186,0.8274284,0.00005601724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1856367,0.005116136,0.0001904909,0.01080497,0.0002038085,0.00002672767,0.0002179316,0.00003428406,0.7977689],"genre_scores_gemma":[0.9492425,0.002919198,0.0001985123,0.0008160275,0.0005382907,0.00002243587,0.00008861845,0.00007585029,0.04609866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5185982,"threshold_uncertainty_score":0.9571995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123889363892929,"score_gpt":0.1850402401815335,"score_spread":0.1726513037922406,"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."}}