{"id":"W2604077183","doi":"10.1002/pa.1656","title":"Smart art: Whistler, British Columbia's brand transition to include arts and culture","year":2017,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Whistler; The arts; Transition (genetics); Advertising; Media studies; Art history; Art; Visual arts; Sociology; Business; Physics; Chemistry","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":[0.0002566088,0.0001692465,0.0001136517,0.0006734036,0.01363951,0.004988147,0.0006922095,0.0008619809,0.01307977],"category_scores_gemma":[0.0005817742,0.0001453182,0.00009795966,0.001304627,0.002317487,0.001066625,0.00176267,0.001480142,0.0006706729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02342408,"about_ca_system_score_gemma":0.01889118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9596901,"about_ca_topic_score_gemma":0.9946253,"domain_scores_codex":[0.9997633,0.00003381647,0.000003341104,0.00002257418,0.0000713003,0.000105685],"domain_scores_gemma":[0.9996452,0.0000443041,0.00001920129,0.00001665281,0.0001078194,0.0001667438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001809944,0.000273886,0.08112025,0.0002570703,0.00002403279,0.007373278,0.3534065,0.0005405399,0.003686338,0.05034726,0.2567769,0.2460129],"study_design_scores_gemma":[0.0000107428,0.00004033638,0.08177137,0.000202215,0.00001625247,0.0006855461,0.5229473,0.0003329955,0.0007122096,0.001426506,0.3918099,0.00004466125],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7152182,0.001221819,0.0002711577,0.01125642,0.0001430307,0.00005274774,0.0003573762,0.00004736292,0.2714319],"genre_scores_gemma":[0.8606347,0.001040721,0.0004682001,0.001450778,0.00001133691,0.00002127976,0.0001541813,0.00003099114,0.1361877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04030991,"threshold_uncertainty_score":0.1699544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121424171423522,"score_gpt":0.286866487246024,"score_spread":0.2456522455317888,"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."}}