{"id":"W2770672286","doi":"10.5840/tej2017111549","title":"Combatting Consumer Madness","year":2017,"lang":"en","type":"article","venue":"Teaching Ethics","topic":"Critical Theory and Philosophy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capilano University; Langara College; University of the Fraser Valley","funders":"","keywords":"Consumerism; Resistance (ecology); Politics; Sociology; Consumer society; Aesthetics; Democracy; Environmental ethics; Social science; Political science; Law; Economics; Art; Philosophy","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":[0.005893998,0.0005225377,0.000293593,0.00102515,0.009723368,0.006250756,0.0008003074,0.005751435,0.006626187],"category_scores_gemma":[0.007208201,0.0002246956,0.0002978105,0.000423601,0.02640824,0.006769161,0.007134594,0.01036668,0.00114754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005331565,"about_ca_system_score_gemma":0.004808587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004117814,"about_ca_topic_score_gemma":0.00680466,"domain_scores_codex":[0.9957649,0.002740754,0.00006572714,0.000294943,0.0006843337,0.000449334],"domain_scores_gemma":[0.9950886,0.003044033,0.0003924078,0.0002037552,0.000640608,0.0006305855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002590914,0.00006910119,0.0009986496,0.0001703452,0.000008527801,0.000420927,0.1218284,0.00007807879,0.000583781,0.7991058,0.04653624,0.03017427],"study_design_scores_gemma":[0.00001380669,0.00008722738,0.0006096475,0.0004879199,0.00000848284,0.0005436484,0.06842897,0.0002443477,0.001146354,0.1277633,0.8006474,0.00001887493],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07357001,0.01975528,0.01494807,0.4423133,0.005063505,0.0001108373,0.00002194645,0.0001691499,0.4440478],"genre_scores_gemma":[0.7992492,0.008840872,0.0054864,0.08216527,0.001643893,0.0001384876,0.00002015127,0.0002195062,0.1022362],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009723368,"threshold_uncertainty_score":0.03868335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2598137399158364,"score_gpt":0.5103451268224677,"score_spread":0.2505313869066313,"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."}}