{"id":"W2548358006","doi":"10.14288/bcs.v0i191.186207","title":"The Future of the Local Yarn Shop","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Brick and mortar; Principal (computer security); Marketing; Population; Yarn; Advertising; Sociology; Business; Engineering; Computer science; World Wide Web; Computer security; The Internet; Mechanical engineering; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002477605,0.00007385537,0.00009591439,0.00002298351,0.0024416,0.0009054556,0.00054073,0.00002507229,0.0001087369],"category_scores_gemma":[0.00006165887,0.00004060697,0.0000557192,0.001101673,0.0001333657,0.0002555611,0.0007358589,0.00009966279,0.00003512569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003377056,"about_ca_system_score_gemma":0.00007044099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005912574,"about_ca_topic_score_gemma":0.04874905,"domain_scores_codex":[0.9994631,0.00001448541,0.0001312499,0.0001054739,0.0001633474,0.0001223878],"domain_scores_gemma":[0.9993563,0.0000329225,0.00009103428,0.0002848638,0.0002282214,0.000006666777],"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":[0.00002920679,0.00005712275,0.03897416,0.000006183475,0.00004800556,7.40298e-7,0.00005730903,0.00001134955,0.000006270767,0.003774517,0.9252462,0.03178898],"study_design_scores_gemma":[0.0002698274,0.00000385794,0.007292041,0.000007630759,0.00006895424,0.000001592808,0.003149637,0.0001518782,0.000007274873,0.0007143557,0.9882673,0.00006563419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009807256,0.0006943205,0.0001042848,0.01036938,0.003130368,0.001015811,0.000006048611,0.00005267889,0.9748198],"genre_scores_gemma":[0.6216933,0.0000316564,0.00004945677,0.0002908247,0.0005550615,0.0002365418,0.000002610278,0.00002814086,0.3771124],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.611886,"threshold_uncertainty_score":0.9988571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03442317767847188,"score_gpt":0.2607226173338621,"score_spread":0.2262994396553902,"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."}}