{"id":"W2357130877","doi":"10.1177/0273475316649414","title":"Operation Valuation","year":2016,"lang":"en","type":"article","venue":"Journal of Marketing Education","topic":"Management and Marketing Education","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Experiential learning; Valuation (finance); Marketing; Value (mathematics); Perception; Class (philosophy); Economics; Computer science; Sociology; Business; Psychology; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.006275151,0.0000985747,0.0001139053,0.0004451378,0.0001059299,0.0001841355,0.000172731,0.00004070397,0.0005593098],"category_scores_gemma":[0.003593277,0.00006807812,0.00006920057,0.0002289376,0.00001750211,0.001748645,0.00003358674,0.00006291533,0.0001205862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009754736,"about_ca_system_score_gemma":0.0001542625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001536244,"about_ca_topic_score_gemma":0.000004886889,"domain_scores_codex":[0.9988953,0.00007924453,0.000444193,0.0001203007,0.0003308699,0.0001300867],"domain_scores_gemma":[0.9981159,0.0002567635,0.0008240193,0.0001346809,0.0006555536,0.0000130981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003271812,0.0002693784,0.02459406,0.0001597352,0.00002832343,5.643751e-7,0.00005825246,0.000007687496,0.01101984,0.006634934,0.1828983,0.7740018],"study_design_scores_gemma":[0.0007709989,0.00002214256,0.322969,0.0006101674,0.0001338545,0.00001185667,0.0005508132,0.0001177075,0.0002475086,0.007628862,0.666681,0.0002560872],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9052181,0.0001385536,0.007430394,0.01707493,0.0063774,0.0002772511,2.469297e-7,0.00005940027,0.06342373],"genre_scores_gemma":[0.9883459,0.00004394239,0.002512229,0.0009241801,0.005098552,0.000009166797,0.000005711458,0.0000190692,0.003041234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7737457,"threshold_uncertainty_score":0.6124051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01575346619962615,"score_gpt":0.2500716118011903,"score_spread":0.2343181456015641,"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."}}