{"id":"W4407220295","doi":"10.59962/9780774871488-010","title":"7 The Capitalization of Canadian Communication and Culture","year":2025,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Capitalization; Business; Linguistics; Philosophy","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":[0.0005199879,0.0007375713,0.0003041704,0.002648629,0.01372993,0.01153338,0.0008776234,0.001606618,0.04563101],"category_scores_gemma":[0.001210257,0.0003377261,0.0002743788,0.005228157,0.007747193,0.002370513,0.00151354,0.002294763,0.002604326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08174831,"about_ca_system_score_gemma":0.08144799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9879274,"about_ca_topic_score_gemma":0.9948018,"domain_scores_codex":[0.9992986,0.00008679802,0.00001012044,0.00005453877,0.0002205943,0.0003292906],"domain_scores_gemma":[0.9993908,0.0001082848,0.00001709818,0.00003869129,0.0002923377,0.0001526108],"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":[0.00001645596,0.00001284155,0.0005067791,0.00007324971,0.000003696844,0.0001202499,0.01157266,0.0001720693,0.0001168394,0.7219874,0.2079935,0.05742428],"study_design_scores_gemma":[0.000002570908,0.000003158145,0.002094008,0.0001423601,0.000005347165,0.00004138533,0.004775093,0.00007716711,0.00009635013,0.01571832,0.9770313,0.00001292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003825222,0.01040529,0.0002898038,0.008904011,0.000435455,0.00001564355,0.0002285943,0.00003638628,0.9758597],"genre_scores_gemma":[0.159415,0.01353851,0.0007994769,0.001577158,0.0002154352,0.00002982401,0.0001666624,0.00007311515,0.8241849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08174831,"threshold_uncertainty_score":0.5931283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02034217711644829,"score_gpt":0.1932788098283947,"score_spread":0.1729366327119464,"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."}}