{"id":"W1954591221","doi":"10.29173/cjs10514","title":"Buzz as an Urban Resource","year":2013,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Articulation (sociology); Marketing buzz; Politics; Sociology; The arts; Urban culture; Urban politics; Global city; Media studies; Social science; Public administration; Regional science; Political economy; Political science; Law; Advertising; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007816371,0.0003088347,0.0003575781,0.001322245,0.01506725,0.01228222,0.00114876,0.001615367,0.06870551],"category_scores_gemma":[0.001611785,0.0002414802,0.0001901952,0.002249424,0.009715011,0.004116299,0.01100187,0.001939474,0.006405551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00842255,"about_ca_system_score_gemma":0.006644961,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0935185,"about_ca_topic_score_gemma":0.3252611,"domain_scores_codex":[0.9990244,0.0003559259,0.00001650458,0.00009383835,0.0001863565,0.0003229395],"domain_scores_gemma":[0.9989302,0.0001221219,0.00005162964,0.0001147956,0.0001351493,0.0006460556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003916255,0.00003047191,0.001720598,0.0001150036,0.00000688246,0.0005003562,0.0332782,0.0003639872,0.0003020451,0.7298396,0.204201,0.02960278],"study_design_scores_gemma":[0.000003922721,0.000008230956,0.000796349,0.0000705736,0.000003662077,0.00006301705,0.01797745,0.00009461876,0.00005145962,0.01317158,0.9677507,0.000008506516],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02415644,0.003205506,0.002539372,0.03080948,0.001034644,0.00006146714,0.0003109214,0.0002803612,0.9376018],"genre_scores_gemma":[0.4911967,0.0030449,0.002495002,0.00291815,0.0004089545,0.00007238222,0.0003121336,0.0003078585,0.4992439],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9064815,"threshold_uncertainty_score":0.2298428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04486114544441307,"score_gpt":0.2814233551259466,"score_spread":0.2365622096815335,"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."}}