{"id":"W2010755960","doi":"10.1177/027046760102100602","title":"Is a Second Negawatt Revolution Within Reach?","year":2001,"lang":"en","type":"article","venue":"Bulletin of Science Technology & Society","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Social connectedness; Phenomenon; Sustainability; Civilization; Perspective (graphical); Energy (signal processing); Sociology; Environmental ethics; Political science; Epistemology; Economic system; Social psychology; Psychology; Economics; Computer science; Philosophy; Law; Artificial intelligence; Physics; Ecology","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":[0.003244182,0.0003671147,0.0006131679,0.00110276,0.008099532,0.01225971,0.0008333288,0.004520806,0.01387622],"category_scores_gemma":[0.007334708,0.0002405917,0.0007288012,0.001301313,0.01690013,0.01423165,0.009283574,0.00751286,0.002892347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008325378,"about_ca_system_score_gemma":0.007261612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.014024,"about_ca_topic_score_gemma":0.01741201,"domain_scores_codex":[0.9963322,0.000721371,0.00007392187,0.0007358717,0.001015526,0.001121142],"domain_scores_gemma":[0.9981278,0.0006160591,0.0001736676,0.0003588768,0.0002902719,0.0004332903],"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":[0.00004235994,0.00001402704,0.0004268427,0.00004514213,0.000005430289,0.00007809932,0.003231974,0.00009699052,0.0001514532,0.9765453,0.006715012,0.01264742],"study_design_scores_gemma":[0.00001813769,0.00003997273,0.001421838,0.0001934987,0.000009788052,0.0001800761,0.003044938,0.0001845882,0.0003421973,0.4530682,0.5414628,0.00003405515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04163695,0.00754385,0.004667226,0.08467362,0.00118989,0.00003534015,0.0001225119,0.0001595293,0.859971],"genre_scores_gemma":[0.779684,0.004489926,0.002551958,0.02890358,0.0006211527,0.0001612982,0.0001318917,0.0003032669,0.183153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.014024,"threshold_uncertainty_score":0.06040514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123853223462592,"score_gpt":0.2680252274899826,"score_spread":0.2556399051437234,"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."}}