{"id":"W2293870128","doi":"","title":"\"Business as usual\" in the industrial age: (relatively) lean, green and eco-efficient?","year":2007,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Ingenuity; Profitability index; Nothing; Yield (engineering); Resource (disambiguation); Business; Economy; Commerce; Economics; Neoclassical economics; Computer science","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":[0.00166006,0.0002609683,0.0002255094,0.0004941228,0.004283784,0.01001144,0.0005935061,0.002277895,0.005999141],"category_scores_gemma":[0.003140247,0.0001025056,0.0001347132,0.0009738439,0.01425612,0.008958032,0.002345678,0.003809243,0.002015862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002210967,"about_ca_system_score_gemma":0.00275737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004170288,"about_ca_topic_score_gemma":0.0104627,"domain_scores_codex":[0.9982432,0.0008507624,0.00003245757,0.0002048994,0.0003639077,0.0003047262],"domain_scores_gemma":[0.9991903,0.0001576153,0.000176481,0.00008743995,0.0001703888,0.0002178456],"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":[0.0000127686,0.00002120593,0.0007211242,0.00006385203,0.000002403913,0.0001029521,0.01406489,0.00002467972,0.00009638417,0.8850431,0.07210128,0.02774526],"study_design_scores_gemma":[0.000007114396,0.00002271251,0.002327155,0.0003752379,0.000003993693,0.0001617285,0.02895252,0.0001138716,0.0001581358,0.1456812,0.822182,0.00001419302],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04324663,0.01349492,0.004767383,0.3830937,0.005747854,0.00002448125,0.00008011421,0.0001448357,0.5494002],"genre_scores_gemma":[0.795994,0.01204413,0.001915857,0.08341642,0.0025206,0.00005682725,0.00008269767,0.0001244603,0.103845],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01001144,"threshold_uncertainty_score":0.02006912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01165906337423161,"score_gpt":0.1702575637246553,"score_spread":0.1585985003504237,"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."}}