{"id":"W7096934657","doi":"","title":"172Copyright © Canadian Academy of Oriental and Occidental Culture 173","year":2011,"lang":"en","type":"article","venue":"","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sample (material); Market research; Regression analysis; Channel (broadcasting); Economic indicator","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003948315,0.0005172446,0.0002767929,0.0008120702,0.004953912,0.004268506,0.0003415017,0.0006315585,0.2035311],"category_scores_gemma":[0.0009040504,0.0001268997,0.000116665,0.001485041,0.002222684,0.00100088,0.001223263,0.0008930418,0.02878337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004196053,"about_ca_system_score_gemma":0.008029488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4064842,"about_ca_topic_score_gemma":0.5908715,"domain_scores_codex":[0.9997339,0.00003651324,0.00001789774,0.00004116079,0.00008364032,0.00008690476],"domain_scores_gemma":[0.9994354,0.0000526351,0.00002925754,0.00005690381,0.0002864906,0.0001392462],"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":[0.00004853071,0.00003922737,0.008011936,0.0003820378,0.000009836928,0.0005941569,0.008908852,0.00009443861,0.001109441,0.04627408,0.639158,0.2953696],"study_design_scores_gemma":[9.355597e-7,0.000003793019,0.004692907,0.000114376,0.000001755761,0.0000924818,0.002961025,0.00001064404,0.00005341518,0.0002295814,0.9918351,0.000003984467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01178488,0.01199089,0.0002162214,0.009464349,0.002642749,0.00003537947,0.000882068,0.00008582731,0.9628977],"genre_scores_gemma":[0.1207566,0.01802839,0.0009001191,0.001797306,0.0003017164,0.00003230304,0.0005465455,0.0001272983,0.8575097],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7964689,"threshold_uncertainty_score":0.8082364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04936199846854133,"score_gpt":0.2375423715026465,"score_spread":0.1881803730341052,"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."}}