{"id":"W4392721097","doi":"10.3828/bjcs.2024.6","title":"Who is the 40 millionth Canadian?","year":2024,"lang":"en","type":"article","venue":"British Journal of Canadian Studies","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Environmental 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":[0.002406069,0.0003629792,0.0005264826,0.002414741,0.03668643,0.01034578,0.001087022,0.002976619,0.02347296],"category_scores_gemma":[0.004086721,0.0003444889,0.0003328929,0.00460623,0.01073672,0.00476952,0.00257455,0.005289047,0.001535868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09802754,"about_ca_system_score_gemma":0.1629995,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9938513,"about_ca_topic_score_gemma":0.9963828,"domain_scores_codex":[0.9971706,0.0003214488,0.00003966175,0.0002241561,0.0005735239,0.001670512],"domain_scores_gemma":[0.9973578,0.000167715,0.00009419623,0.00006458176,0.000993998,0.001321754],"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":[0.0001136126,0.00003959511,0.009414332,0.0001903867,0.0000365684,0.0005240444,0.07363109,0.00009526967,0.0002454044,0.4593368,0.4010097,0.05536316],"study_design_scores_gemma":[0.000007354825,0.000007383047,0.008450313,0.0002682762,0.00001659275,0.00009967058,0.06728965,0.00003068889,0.00007610618,0.007286445,0.91641,0.00005752246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0962062,0.04144754,0.0002880139,0.4866866,0.005621539,0.00003912825,0.001015483,0.00004854997,0.368647],"genre_scores_gemma":[0.6702069,0.02702462,0.0006502979,0.05356055,0.0007132704,0.00003533941,0.0003379033,0.0001212595,0.2473498],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.09802754,"threshold_uncertainty_score":0.7112429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246955826147033,"score_gpt":0.261685782996415,"score_spread":0.2369902003817117,"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."}}