{"id":"W7131411017","doi":"10.33137/ic.v39i1.46565","title":"Contents","year":2025,"lang":"","type":"article","venue":"Italian Canadiana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003502273,0.001182951,0.0007359683,0.00356303,0.003102148,0.004865358,0.0008916584,0.001197215,0.7734484],"category_scores_gemma":[0.001529209,0.000336048,0.0005639529,0.002658834,0.0005884932,0.001444471,0.001792027,0.001418434,0.6670277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003700011,"about_ca_system_score_gemma":0.004715781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04084006,"about_ca_topic_score_gemma":0.04931343,"domain_scores_codex":[0.999605,0.00003968092,0.00001133188,0.00007261337,0.000194951,0.00007649843],"domain_scores_gemma":[0.99907,0.00009806977,0.00003901035,0.0001023289,0.0004270677,0.000263471],"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":[0.00001947743,0.00002283296,0.000124168,0.00006326661,0.00000174176,0.00001760891,0.00002336493,0.00003183024,0.0001222018,0.001962268,0.9651886,0.03242273],"study_design_scores_gemma":[0.000003177029,0.000003511473,0.0003338601,0.00005671231,0.000001604727,0.00001423714,0.00002425508,0.00001278777,0.00004898207,0.0002995318,0.9991992,0.000002112359],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004320668,0.002240237,0.0002014251,0.002073795,0.004717438,0.00009884097,0.004880456,0.000474426,0.9848814],"genre_scores_gemma":[0.001258746,0.00129033,0.0002043003,0.0005628208,0.001371665,0.00004385622,0.002438407,0.0002669273,0.9925629],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2265516,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01351980504106993,"score_gpt":0.2593495089487245,"score_spread":0.2458297039076546,"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."}}