{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001628853,0.0006988711,0.0003815701,0.002236636,0.0008517117,0.005590537,0.001013855,0.0007097425,0.04870187],"category_scores_gemma":[0.004712823,0.0001766494,0.0004287869,0.00245303,0.00105075,0.004215244,0.001597323,0.001132285,0.006943506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001870049,"about_ca_system_score_gemma":0.00141973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001069915,"about_ca_topic_score_gemma":0.000961949,"domain_scores_codex":[0.9982324,0.0002855191,0.00007958495,0.0002273094,0.0009848254,0.0001903461],"domain_scores_gemma":[0.9984067,0.0003956302,0.0001417903,0.0003276753,0.0005723001,0.000156032],"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":[0.0001664646,0.0001723684,0.004684672,0.0002327297,0.0000253893,0.0002585211,0.0004162404,0.00665488,0.003333221,0.6234524,0.02051743,0.3400858],"study_design_scores_gemma":[0.00003476192,0.0004266598,0.01080816,0.0004436446,0.00004331706,0.001086025,0.001639088,0.02598193,0.006972952,0.3112639,0.6412034,0.00009602789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03933288,0.001761029,0.07801345,0.001268364,0.000481907,0.000337179,0.001461996,0.0004183476,0.8769249],"genre_scores_gemma":[0.7783762,0.003092809,0.02829242,0.0002279781,0.0003621168,0.0001812089,0.001810181,0.0001896966,0.1874674],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04870187,"threshold_uncertainty_score":0.1629241,"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."}}