{"id":"W4410084315","doi":"10.25071/5125r984","title":"Knowledge democracy and international Canadian Studies","year":2025,"lang":"en","type":"article","venue":"Canada Watch","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Political science; Law; Politics","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":[0.006730731,0.0004690746,0.0006887049,0.005063411,0.03544566,0.02501713,0.001669109,0.003661675,0.02171307],"category_scores_gemma":[0.01093958,0.0003168013,0.0005164758,0.01134629,0.03422138,0.006046373,0.008266733,0.006401512,0.001005173],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1652246,"about_ca_system_score_gemma":0.1928151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9650347,"about_ca_topic_score_gemma":0.9649787,"domain_scores_codex":[0.9891607,0.001955172,0.0002172248,0.001002617,0.002485762,0.005178468],"domain_scores_gemma":[0.990582,0.001921149,0.0005946232,0.0008863033,0.003285889,0.002730151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007726168,0.00001106234,0.0006523334,0.00003947249,0.000005804629,0.00005803984,0.007593362,0.00007417599,0.00001732694,0.9567631,0.02107533,0.01370229],"study_design_scores_gemma":[0.00001512561,0.00000898823,0.003776242,0.0004380121,0.00001622568,0.00006200453,0.01865765,0.0001481114,0.00009128804,0.09805031,0.8786976,0.00003841953],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01100941,0.01562764,0.0004751093,0.05221727,0.0006819867,0.00002734857,0.0001406498,0.00003777528,0.9197828],"genre_scores_gemma":[0.8055506,0.01837257,0.0009807148,0.01309525,0.0005320909,0.00005974308,0.00023998,0.000116601,0.1610525],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8347754,"threshold_uncertainty_score":0.9682211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0204964161436409,"score_gpt":0.2963314888306376,"score_spread":0.2758350726869968,"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."}}