{"id":"W4231096499","doi":"10.46290/cjok000006","title":"Brand Community","year":2020,"lang":"en","type":"article","venue":"Cascade Journal of Knowledge","topic":"Digital Innovation in Industries","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Popularity; Brand community; Presentation (obstetrics); Brand management; Advertising; Meaning (existential); The Internet; Business; Brand awareness; Brand equity; Marketing; Psychology; Computer science; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004022393,0.00009876258,0.000197879,0.0001529993,0.0001351855,0.0002496961,0.0003757866,0.00005938307,0.000197942],"category_scores_gemma":[0.0008813576,0.00008455972,0.00008139636,0.0006816515,0.00007479603,0.001637792,0.0001424978,0.0005715526,0.0003645562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002082192,"about_ca_system_score_gemma":0.00004493662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005842642,"about_ca_topic_score_gemma":0.000003087729,"domain_scores_codex":[0.9992438,0.00001679627,0.0004195549,0.00005084408,0.0001479323,0.000121051],"domain_scores_gemma":[0.9987807,0.00007840287,0.0004033022,0.00009373589,0.0006198616,0.00002401846],"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":[0.0001389708,0.0002645771,0.01434375,0.0003501529,0.0001085725,0.00004313932,0.00124151,0.00003602172,0.001578672,0.03587927,0.9214869,0.02452843],"study_design_scores_gemma":[0.0007939196,0.00003830106,0.005224423,0.00008456028,0.00003729078,0.00002427183,0.0008459505,0.0001412361,0.0008556758,0.002228544,0.9895777,0.0001481546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6929862,0.0003866915,0.0004970204,0.006278633,0.0008906377,0.00007323346,0.000002003269,0.00005113948,0.2988344],"genre_scores_gemma":[0.9939839,0.000002615748,0.00004300177,0.002884581,0.002701951,5.50441e-7,0.000002304095,0.00001526725,0.0003658011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3009977,"threshold_uncertainty_score":0.4685754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09372094273474244,"score_gpt":0.2704001913781937,"score_spread":0.1766792486434512,"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."}}