{"id":"W7131426047","doi":"10.33137/ic.v39i1.46564","title":"Front Matter","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":["insufficient_payload"],"category_scores_codex":[0.0003819757,0.001975181,0.0008545353,0.001717243,0.002102502,0.004831129,0.0007644781,0.002834881,0.9075313],"category_scores_gemma":[0.001295861,0.0004528668,0.0007456875,0.001005766,0.0009382649,0.00119196,0.001443882,0.001537686,0.8753173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001094979,"about_ca_system_score_gemma":0.001832141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006630244,"about_ca_topic_score_gemma":0.009672021,"domain_scores_codex":[0.9996091,0.00002841944,0.00001280757,0.0001290413,0.0001011149,0.0001195978],"domain_scores_gemma":[0.9992698,0.0001060423,0.00004137765,0.0000631127,0.0001911795,0.000328539],"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":[0.0001392361,0.0001090327,0.0007908801,0.0002318725,0.00001773359,0.0002923948,0.00006456163,0.00007025946,0.001467095,0.004979558,0.8335781,0.1582592],"study_design_scores_gemma":[0.00002457265,0.00003544405,0.001202343,0.0001391128,0.000007813935,0.0002564715,0.00007594128,0.00004293429,0.0001646153,0.0006287051,0.9974159,0.000006105595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009255417,0.0008949232,0.0001849826,0.001983331,0.003133508,0.0000458047,0.001485342,0.0004191209,0.9909276],"genre_scores_gemma":[0.002394506,0.0004661246,0.0001870835,0.0006897901,0.0005023688,0.00001993864,0.000470663,0.0001287337,0.9951407],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09246874,"threshold_uncertainty_score":0.1318954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006401105626659905,"score_gpt":0.2299889762155947,"score_spread":0.2235878705889348,"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."}}