{"id":"W4362663336","doi":"10.33137/ic.v8i.40877","title":"On Becoming a Canadian","year":2023,"lang":"en","type":"article","venue":"Italian Canadiana","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209797,0.0005629596,0.0003916445,0.002005222,0.04460882,0.0102752,0.00102442,0.003451363,0.01940318],"category_scores_gemma":[0.003808656,0.0002074099,0.0003514321,0.003228307,0.01637537,0.003617972,0.0047704,0.006632402,0.001335449],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07177397,"about_ca_system_score_gemma":0.08830767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9743414,"about_ca_topic_score_gemma":0.9857547,"domain_scores_codex":[0.9960371,0.0006767511,0.00003552509,0.0002799767,0.0007475736,0.002223132],"domain_scores_gemma":[0.9982805,0.0001953269,0.00005864861,0.00006478537,0.0006712272,0.0007295163],"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":[0.00002429222,0.00001697164,0.001122735,0.00003432603,0.000005128334,0.0002130314,0.04237622,0.00005793598,0.00007415809,0.7455009,0.1931872,0.01738719],"study_design_scores_gemma":[0.000003548173,0.000005748718,0.001994027,0.0001171103,0.000005412769,0.00005073523,0.03648282,0.00001955258,0.00003594234,0.01066975,0.9505975,0.00001785038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01571238,0.008920977,0.0001613266,0.09515566,0.002114655,0.00001954281,0.00009863843,0.00001289592,0.877804],"genre_scores_gemma":[0.4790339,0.01198425,0.0003770938,0.03635646,0.0006956279,0.00004756515,0.000113512,0.0000715016,0.4713201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07177397,"threshold_uncertainty_score":0.520759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482041120508913,"score_gpt":0.2597822432235317,"score_spread":0.2349618320184426,"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."}}