{"id":"W4230102208","doi":"10.7551/mitpress/7706.001.0001","title":"The Shadows of Consumption","year":2008,"lang":"en","type":"book","venue":"The MIT Press eBooks","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overconsumption; Consumption (sociology); Environmentalism; Commerce; Business; Politics; Economics; Political science; Law; Financial crisis; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00119786,0.0006253229,0.0003640873,0.001632565,0.004801089,0.008960123,0.0005710315,0.002015668,0.01416327],"category_scores_gemma":[0.00315363,0.0003148796,0.0004154666,0.001704494,0.02952654,0.0170217,0.006212828,0.003415591,0.001001262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007244171,"about_ca_system_score_gemma":0.002451507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009528397,"about_ca_topic_score_gemma":0.007503763,"domain_scores_codex":[0.9981654,0.0006469268,0.00002711974,0.0002853418,0.0004454832,0.0004296432],"domain_scores_gemma":[0.9986143,0.00053821,0.0001397488,0.0003000207,0.0001927561,0.0002149739],"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":[0.00001622428,0.000006966858,0.0006305432,0.00002351907,0.000004846398,0.00005148533,0.003963529,0.0001703917,0.00007104406,0.9807476,0.007017631,0.00729619],"study_design_scores_gemma":[0.000006502965,0.00001295745,0.001322622,0.0001262008,0.000005801862,0.00008163904,0.005523308,0.0003335487,0.0001665244,0.6680626,0.3243446,0.00001361827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06420632,0.01571032,0.009902903,0.07158905,0.0007923108,0.00002381035,0.0002847329,0.00009131142,0.8373992],"genre_scores_gemma":[0.9344381,0.006966673,0.001813093,0.006578725,0.0005898709,0.00003920993,0.000105965,0.0001491582,0.04931919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01416327,"threshold_uncertainty_score":0.05256039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04218842570524568,"score_gpt":0.2773804790916686,"score_spread":0.2351920533864229,"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."}}