{"id":"W2029461254","doi":"10.1046/j.1470-6431.2003.00327.x","title":"Bringing a perspective of transformative learning to globalized consumption","year":2003,"lang":"en","type":"article","venue":"International Journal of Consumer Studies","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":143,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Transformative learning; Perspective (graphical); Globalization; Consumption (sociology); Resistance (ecology); Sociology; Quality (philosophy); Marketing; Economics; Business; Social science; Epistemology; Market economy; 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":[0.0005885013,0.00005560313,0.0001627426,0.0001420409,0.0001068371,0.00002562196,0.0001439073,0.00002112614,0.00006700688],"category_scores_gemma":[0.001989435,0.00005114615,0.00007944246,0.0000975609,0.0001422902,0.0001746228,0.00001043786,0.00009811548,0.000007257501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949132,"about_ca_system_score_gemma":0.0001578918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009937623,"about_ca_topic_score_gemma":0.0001429846,"domain_scores_codex":[0.9990142,0.0001527334,0.0002929743,0.00005586006,0.0003913494,0.00009287364],"domain_scores_gemma":[0.9972782,0.0002021669,0.00027066,0.00002511516,0.002177383,0.00004645217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001563634,0.0001205044,0.07262513,0.00001536617,0.001646002,0.0000107678,0.6642516,0.00008451529,0.000314272,0.2392575,0.001896006,0.01962193],"study_design_scores_gemma":[0.001685891,0.0001343794,0.008821188,0.0005126832,0.0001388622,0.00003316501,0.6572953,0.000008144481,0.00257966,0.01093096,0.3176142,0.000245581],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555571,0.005828764,0.003687385,0.005680109,0.003128308,0.0001473853,0.000003366468,0.00001743106,0.02595015],"genre_scores_gemma":[0.9967313,0.001456089,0.0009932291,0.00007664705,0.00009144044,0.000001857419,1.187556e-7,0.000002815217,0.0006464921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3157182,"threshold_uncertainty_score":0.2381683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04295383761320659,"score_gpt":0.4244973656793295,"score_spread":0.3815435280661229,"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."}}