{"id":"W1573100997","doi":"10.1002/wene.166","title":"A global survey of stakeholder views and experiences for systems needed to effectively and efficiently govern sustainability of bioenergy","year":2015,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Energy and Environment","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Certification; Sustainability; Corporate governance; Business; Stakeholder; Supply chain; Environmental economics; Legislation; Quality (philosophy); Bioenergy; Production (economics); Greenwashing; Public economics; Environmental resource management; Accounting; Economics; Marketing; Engineering; Public relations; Finance; Political science; Renewable energy; Microeconomics","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":[0.002920356,0.0002698049,0.0002183482,0.000720735,0.0007140672,0.0008186338,0.0001665935,0.0006758094,0.002794486],"category_scores_gemma":[0.004192766,0.0002633834,0.0003189472,0.0009597774,0.0005269131,0.001836168,0.001393804,0.0006820403,0.000448225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004523894,"about_ca_system_score_gemma":0.0004166394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001841976,"about_ca_topic_score_gemma":0.002720419,"domain_scores_codex":[0.99879,0.0006746697,0.0000850934,0.00008617072,0.0001174438,0.0002466511],"domain_scores_gemma":[0.9958068,0.001824984,0.0009339882,0.000167792,0.0005524437,0.0007139611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001821126,0.0002060789,0.8113136,0.0002961124,0.0000427334,0.0006173487,0.1472159,0.0002609125,0.003407938,0.0006436778,0.003305203,0.03250837],"study_design_scores_gemma":[0.00001240538,0.0007558218,0.6427538,0.0001313984,0.0000179082,0.0006492818,0.338884,0.0004300367,0.0005539401,0.0002431058,0.01552243,0.00004577714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976445,0.00006903854,0.0001622719,0.0002699822,0.000004409926,0.00002448057,0.0003509443,0.000003457745,0.001470861],"genre_scores_gemma":[0.9975272,0.0002047997,0.0003989208,0.0003454099,0.000006941637,0.00006226917,0.0004500387,0.000004821355,0.0009997289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002920356,"threshold_uncertainty_score":0.01544452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05259122537784251,"score_gpt":0.2777896162181224,"score_spread":0.2251983908402799,"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."}}