{"id":"W7105627963","doi":"10.7202/1121420ar","title":"“The prettiest and most soulfull flag—in all of Canada”","year":2025,"lang":"en","type":"article","venue":"Ontario History","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flag (linear algebra); Symbol (formal); FLAGS register; Ambivalence; Kingdom","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007841375,0.0003122274,0.0002301167,0.0008329215,0.02679433,0.006455701,0.0008785785,0.00160431,0.00899602],"category_scores_gemma":[0.002075022,0.0002403203,0.0002313429,0.002205663,0.01155314,0.002251824,0.00234722,0.002167817,0.0007643186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08224703,"about_ca_system_score_gemma":0.1413071,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890311,"about_ca_topic_score_gemma":0.9967532,"domain_scores_codex":[0.9981616,0.0001465822,0.00002390015,0.0001342966,0.0007982356,0.0007354603],"domain_scores_gemma":[0.9986838,0.00008097124,0.00008244331,0.00005345874,0.0006692633,0.0004300787],"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":[0.00004916522,0.00001152155,0.006285429,0.0002217166,0.00001574842,0.0004282809,0.0749457,0.0001159793,0.0005797551,0.4363066,0.4254343,0.05560576],"study_design_scores_gemma":[0.000002134507,0.00000521474,0.004361817,0.00007997232,0.000005982516,0.00006414831,0.01253476,0.00002430181,0.00009072669,0.002543655,0.9802667,0.00002052929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0676105,0.02339998,0.002715913,0.2053382,0.005100038,0.00006299109,0.001050459,0.0001956416,0.6945263],"genre_scores_gemma":[0.6548072,0.01136503,0.001891114,0.02199384,0.000544159,0.00002679216,0.0003511712,0.0001475887,0.3088732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.08224703,"threshold_uncertainty_score":0.5967468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008731391567542754,"score_gpt":0.1923143847297689,"score_spread":0.1835829931622261,"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."}}