{"id":"W4401227367","doi":"10.52230/ylih3884","title":"'The Fate and Future of Canadian Studies'","year":2024,"lang":"en","type":"article","venue":"Journal of Australian Canadian and Aotearoa New Zealand Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01834976,0.0007368392,0.001272155,0.006492202,0.03073872,0.02624186,0.003213503,0.01077682,0.01297703],"category_scores_gemma":[0.03915725,0.0007167291,0.0006561689,0.01245654,0.0442695,0.01253105,0.006602269,0.009157525,0.0006226936],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1505485,"about_ca_system_score_gemma":0.3731984,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870315,"about_ca_topic_score_gemma":0.9928548,"domain_scores_codex":[0.9866224,0.003713287,0.0003297223,0.0009339018,0.003757549,0.00464319],"domain_scores_gemma":[0.9519957,0.01430499,0.001657798,0.001902824,0.0194087,0.01072997],"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":[0.00007523212,0.00003009048,0.002801702,0.0004207832,0.00002988651,0.0001774555,0.02767792,0.0001524912,0.0001512451,0.6783673,0.245474,0.04464189],"study_design_scores_gemma":[0.00004325054,0.00001562489,0.01086995,0.001468741,0.00004338703,0.00007614234,0.05194747,0.0002111476,0.00009586688,0.08032421,0.8547723,0.0001319369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01183095,0.08613252,0.0004883668,0.8144636,0.005218935,0.00002366163,0.0002673361,0.00004861853,0.081526],"genre_scores_gemma":[0.6217274,0.1238983,0.004539889,0.1686723,0.005240519,0.0001297486,0.0002931427,0.0001662648,0.07533249],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8494515,"threshold_uncertainty_score":0.9852433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03618862722614447,"score_gpt":0.295967328738455,"score_spread":0.2597787015123105,"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."}}