{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003089622,0.000629826,0.0006562941,0.001362426,0.0004581811,0.0004200819,0.001032772,0.0003849111,0.004785276],"category_scores_gemma":[0.0004721874,0.0008327736,0.0003281534,0.002608453,0.0005200584,0.0003521766,0.0001160622,0.000480321,0.03080143],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004277463,"about_ca_system_score_gemma":0.003221266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.275704,"about_ca_topic_score_gemma":0.6077147,"domain_scores_codex":[0.9956525,0.000191003,0.0007956157,0.001018654,0.0004686821,0.001873577],"domain_scores_gemma":[0.9962718,0.00008429896,0.0001878199,0.001461872,0.0003355583,0.001658586],"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":[0.00004620951,0.00008550509,0.01044327,0.000115291,0.000743095,0.0006629257,0.0002746034,0.0000135817,0.0004946606,0.04374214,0.9315889,0.01178981],"study_design_scores_gemma":[0.001551522,0.00005399773,0.0310516,0.0005734357,0.0003378577,0.00001200561,0.0007299611,0.0005013682,0.0005774336,0.001350943,0.962505,0.0007548797],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06386175,0.01669826,0.00004024878,0.01408131,0.009469187,0.001611641,0.006236048,0.0002247015,0.8877769],"genre_scores_gemma":[0.7951998,0.00002140546,0.00003618056,0.00500138,0.0001555727,0.00002872347,0.0000579013,0.0001279095,0.1993711],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7313381,"threshold_uncertainty_score":0.9995449,"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."}}