{"id":"W4385310626","doi":"10.59962/9780774866101-001","title":"Acknowledgments","year":2022,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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":[0.002656977,0.0006391932,0.0005409012,0.002406256,0.005444116,0.00350688,0.001439853,0.0007734004,0.16255],"category_scores_gemma":[0.01005624,0.0002257174,0.0002770118,0.002698247,0.001126933,0.001508062,0.002390714,0.002120687,0.05262951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01727273,"about_ca_system_score_gemma":0.0215506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.451927,"about_ca_topic_score_gemma":0.6021499,"domain_scores_codex":[0.9964658,0.0004207995,0.00007535178,0.0003064712,0.00240906,0.0003226222],"domain_scores_gemma":[0.9877021,0.0006104928,0.0001956152,0.0003524671,0.009199267,0.001940064],"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":[0.00001376032,0.000004680569,0.0002654166,0.00004597231,0.000001467714,0.00006584042,0.001099493,0.00003884419,0.0001457322,0.009567509,0.9716213,0.01712982],"study_design_scores_gemma":[0.000001468274,0.000001371888,0.0004341942,0.00004655086,0.000001290024,0.00004856866,0.0007739718,0.0000203437,0.00003996642,0.0006171921,0.9980109,0.000004245327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004996725,0.008312879,0.006255952,0.1132018,0.03024386,0.0008471267,0.02617398,0.001235212,0.8087324],"genre_scores_gemma":[0.01977399,0.003207418,0.004218768,0.007722351,0.002140052,0.0002497051,0.005223201,0.0005319242,0.9569325],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.451927,"threshold_uncertainty_score":0.8985931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586755813519014,"score_gpt":0.1801732702735024,"score_spread":0.1643057121383123,"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."}}