{"id":"W2004199208","doi":"10.1177/1052562908318626","title":"Market Discipline and Management Education","year":2008,"lang":"en","type":"article","venue":"Organizational Behavior Teaching Review","topic":"Global trade, sustainability, and social impact","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Sweatshop; Clothing; Consumption (sociology); Poverty; Public relations; Business; Production (economics); Marketing; Sociology; Economic growth; Political science; Economics; Social science; Market economy","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":[0.000364881,0.000161014,0.0001989555,0.00008239073,0.0005518339,0.00009445959,0.0001484927,0.00003700611,0.0004042017],"category_scores_gemma":[0.0002374709,0.0001478664,0.00004963326,0.0003723813,0.0000600808,0.0005876365,0.0001333157,0.0001222448,0.00004997953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008386961,"about_ca_system_score_gemma":0.00004555541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008714962,"about_ca_topic_score_gemma":0.000004430451,"domain_scores_codex":[0.9990233,0.00002827984,0.0002621452,0.0002497591,0.0002613501,0.0001751432],"domain_scores_gemma":[0.9995075,0.00001396642,0.0001212544,0.0001720317,0.0001599613,0.00002524487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00000406202,0.0007300336,0.8666047,0.003922931,0.00002179254,0.00001751887,0.0001738745,5.352118e-7,0.000009184524,0.06202815,0.04686105,0.01962618],"study_design_scores_gemma":[0.0001790036,0.000005154619,0.8879091,0.0006578383,0.0003634791,0.0000234679,0.0003435904,0.000005632236,4.819115e-7,0.001245904,0.1089781,0.0002882388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8834057,0.02163417,0.0002888564,0.00970315,0.0009028128,0.003053214,0.00001893773,0.0004691001,0.08052408],"genre_scores_gemma":[0.9838096,0.008248066,0.0004513778,0.004487765,0.0006407636,0.00005060646,0.0002403364,0.0000387427,0.002032741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004039,"threshold_uncertainty_score":0.6029817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183519012639276,"score_gpt":0.2870978469447459,"score_spread":0.2687459456808183,"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."}}