{"id":"W7105609014","doi":"10.3138/ijcs-2025-intro-en","title":"Foreword #63","year":2025,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","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":[0.001436443,0.0007525778,0.001009715,0.001946992,0.005896994,0.006435025,0.001722609,0.008135533,0.3521431],"category_scores_gemma":[0.01156267,0.0003854702,0.0008395851,0.001264058,0.001147309,0.002923728,0.002604155,0.006336886,0.2825669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005325685,"about_ca_system_score_gemma":0.007515744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05824415,"about_ca_topic_score_gemma":0.1079865,"domain_scores_codex":[0.9982997,0.0001214036,0.0000755336,0.0001931288,0.000989771,0.0003204811],"domain_scores_gemma":[0.9938235,0.0007567913,0.0001703738,0.0002685197,0.003792485,0.001188364],"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":[0.000002560751,0.000001542611,0.00001128711,0.00001277875,3.17897e-7,0.000007171519,0.000008969735,0.000001382574,0.00001490221,0.0004478318,0.9969949,0.002496449],"study_design_scores_gemma":[0.000003530329,0.000003437802,0.0002109039,0.00008159813,0.000001772967,0.00001406299,0.00006685127,0.000006381673,0.0000311265,0.000443652,0.9991323,0.000004407591],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0002892443,0.004873968,0.0002704292,0.2010173,0.3717573,0.0002241754,0.001465642,0.0004503507,0.4196516],"genre_scores_gemma":[0.001190892,0.0009705835,0.0001044978,0.0618116,0.02250464,0.00008141016,0.0003444979,0.0001570966,0.9128348],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3521431,"threshold_uncertainty_score":0.9240892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302337187171135,"score_gpt":0.3742870229374957,"score_spread":0.3312636510657844,"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."}}