{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006706162,0.00006138984,0.00009557174,0.00001549448,0.007050615,0.0003240907,0.0004797892,0.0001918896,0.0001187715],"category_scores_gemma":[0.0126071,0.00006084391,0.0000452934,0.00001276074,0.0009274594,0.0002081102,0.00008903721,0.001504298,0.0001095071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002177876,"about_ca_system_score_gemma":0.00007036054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001156422,"about_ca_topic_score_gemma":0.0001480427,"domain_scores_codex":[0.9985005,0.0007708764,0.00009663061,0.0001317473,0.0002801421,0.0002200891],"domain_scores_gemma":[0.9977574,0.001697759,0.000060347,0.0003313535,0.00005201813,0.0001011024],"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":[0.000003237373,0.00001708422,0.001368558,0.0000104934,0.000004461425,0.000004143283,0.02166004,2.973318e-7,0.00002614729,0.9727018,0.0001278638,0.004075832],"study_design_scores_gemma":[0.0001118864,0.000007411677,0.0003753724,0.000060549,0.00001104267,6.928585e-7,0.001665386,0.00001299199,0.00002942589,0.6697128,0.3278799,0.0001324618],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06409381,0.00004995207,0.0006582891,0.04435121,0.0008932984,0.00008041658,0.000004400759,0.0001456539,0.8897229],"genre_scores_gemma":[0.9964073,0.00001245112,0.0004311458,0.001189024,0.0004919418,0.000001976433,9.298125e-7,0.00000790666,0.00145728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9323135,"threshold_uncertainty_score":0.9957101,"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."}}