{"id":"W4205389021","doi":"10.1093/jcr/ucab046","title":"Consumer Timework","year":2021,"lang":"en","type":"article","venue":"Journal of Consumer Research","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Consumption (sociology); Negotiation; Extant taxon; Consumer research; Sociology; Dynamics (music); Consumer behaviour; Marketing; Resource (disambiguation); Business; Social science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.002258823,0.0003417836,0.0002569422,0.001233066,0.003629392,0.005860816,0.0008528588,0.001416614,0.02190768],"category_scores_gemma":[0.00652892,0.0001939121,0.000349105,0.001266241,0.006604438,0.004977766,0.004650493,0.001796247,0.001428743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00323193,"about_ca_system_score_gemma":0.001809896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004159176,"about_ca_topic_score_gemma":0.00367316,"domain_scores_codex":[0.9972664,0.001289106,0.00009303897,0.0003216428,0.0007238296,0.0003058997],"domain_scores_gemma":[0.9966079,0.001324999,0.0005230149,0.0004136079,0.0005721936,0.0005583123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001726545,0.0001530412,0.0168682,0.0003580819,0.00003378231,0.001359495,0.3099934,0.0003493563,0.001477514,0.5275342,0.02739382,0.1143065],"study_design_scores_gemma":[0.00001944827,0.00008569123,0.01071526,0.0005387365,0.0000181188,0.001017291,0.1888777,0.0005260335,0.0008412896,0.05418856,0.7431223,0.00004953264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.288669,0.003006025,0.01245753,0.01343167,0.0007899823,0.0001209323,0.000223578,0.0001197556,0.6811816],"genre_scores_gemma":[0.9494111,0.001336559,0.001744126,0.001057681,0.000129802,0.00006194843,0.0001229027,0.00006994078,0.04606599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02190768,"threshold_uncertainty_score":0.0732885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2203717054576111,"score_gpt":0.459040896253865,"score_spread":0.2386691907962538,"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."}}