{"id":"W4385600586","doi":"10.59962/9780774831406","title":"Striving for Environmental Sustainability in a Complex World","year":2017,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Environmental resource management; Environmental ethics; Business; Environmental science; Ecology; Biology; Philosophy","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":[0.001029363,0.0004468912,0.0002910458,0.0004605458,0.004408482,0.01002146,0.000676535,0.002399096,0.006880327],"category_scores_gemma":[0.001135447,0.0002023803,0.000265379,0.001080895,0.009014999,0.00682086,0.003977605,0.004146512,0.002589648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004602165,"about_ca_system_score_gemma":0.01065958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0152805,"about_ca_topic_score_gemma":0.04590438,"domain_scores_codex":[0.9992611,0.0001752773,0.00001386574,0.00007648386,0.0003517046,0.0001216673],"domain_scores_gemma":[0.9995002,0.0001941542,0.00003111118,0.00003690593,0.0001062766,0.0001313981],"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":[0.000003856719,0.00002427944,0.0002368223,0.0001982189,0.000008595976,0.0001631909,0.01134047,0.0004667044,0.0004956529,0.6201583,0.2996648,0.06723929],"study_design_scores_gemma":[0.000001591704,0.000005313158,0.0001989087,0.0001690027,0.000001962431,0.00008883609,0.004350559,0.00007662657,0.00007518547,0.05297357,0.9420531,0.000005389124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004775953,0.03000661,0.007089566,0.09722153,0.003607507,0.00007810858,0.00004438595,0.0001952481,0.856981],"genre_scores_gemma":[0.123114,0.06037216,0.01497267,0.042197,0.001469991,0.0001852077,0.0001688879,0.0003795933,0.7571405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0152805,"threshold_uncertainty_score":0.03339118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459870969827287,"score_gpt":0.1943803668176038,"score_spread":0.1797816571193309,"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."}}