{"id":"W1849756843","doi":"10.1002/cb.1414","title":"Co‐construction and performancescapes","year":2013,"lang":"en","type":"article","venue":"Journal of Consumer Behaviour","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Performative utterance; Meaning (existential); Order (exchange); Competition (biology); Service provider; Marketing; Quality (philosophy); Service (business); Consumption (sociology); Business; Public relations; Sociology; Psychology; Aesthetics; Epistemology; Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002449896,0.0001270595,0.000190379,0.0003726799,0.0001517961,0.0004499555,0.0001377558,0.0000603457,0.001377537],"category_scores_gemma":[0.0000321593,0.0001093708,0.00008324791,0.000148845,0.0001254606,0.002259458,0.00002219856,0.000183422,0.0004144247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001499955,"about_ca_system_score_gemma":0.00002441243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001081812,"about_ca_topic_score_gemma":0.000008083578,"domain_scores_codex":[0.9989904,0.00001085606,0.0004826971,0.0001196111,0.0002478279,0.0001486201],"domain_scores_gemma":[0.9988391,0.0000188321,0.000516332,0.0001230188,0.000473557,0.0000291412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001308532,0.0000434207,0.6437139,0.00002158062,0.0000153983,0.00000261794,0.00001986942,2.439956e-7,0.003763546,0.0002145489,0.00293782,0.349254],"study_design_scores_gemma":[0.0007004099,0.000005491172,0.9773956,0.00004001296,0.0001855812,0.0001497077,0.0002828886,0.00004495915,0.0003983478,0.000369156,0.02026423,0.0001636305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976582,0.0005209899,0.00009209508,0.0004191184,0.0006821601,0.0001404185,9.788473e-7,0.00002674212,0.000459307],"genre_scores_gemma":[0.998743,0.0001988962,0.0004431077,0.0001811729,0.0002571782,0.000009432809,0.000004041045,0.00001263225,0.0001505176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3490903,"threshold_uncertainty_score":0.9995353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01621484543951452,"score_gpt":0.2388846890172703,"score_spread":0.2226698435777558,"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."}}