{"id":"W4392013103","doi":"10.32920/25260838.v1","title":"The International Cyanide Management Code: Assessment as an Environmental Voluntary Code Pursuant to the ISED Framework Positioned within a Broader Environmental Governance Ecosystem","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cassava research and cyanide","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Queen's University","funders":"","keywords":"Code (set theory); Corporate governance; Business; Turnover; Environmental governance; Environmental resource management; Environmental planning; Environmental science; Computer science; Economics; Finance; Management","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":[0.02627107,0.0002464196,0.0002827103,0.005262943,0.002661678,0.008948203,0.0009548854,0.001345175,0.002293793],"category_scores_gemma":[0.05620791,0.0001593474,0.0003339674,0.005433686,0.008523613,0.006566694,0.006287634,0.001898536,0.0002268114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009219923,"about_ca_system_score_gemma":0.01695034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01226324,"about_ca_topic_score_gemma":0.02098778,"domain_scores_codex":[0.9773311,0.008966993,0.001546088,0.001299034,0.00985031,0.001006436],"domain_scores_gemma":[0.9368073,0.02951477,0.009054812,0.005164967,0.01694635,0.002511761],"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":[0.0001143407,0.0001629129,0.1718393,0.000569427,0.00003309037,0.0003247277,0.08620394,0.001525574,0.002864671,0.5848688,0.006949196,0.1445439],"study_design_scores_gemma":[0.00004076628,0.0004124371,0.3449728,0.003380702,0.00009548649,0.0005187939,0.2678958,0.01316419,0.00957193,0.1092429,0.2504887,0.0002155626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5730342,0.0006973146,0.03704625,0.009372421,0.000330589,0.0008387985,0.0005019844,0.0000947483,0.3780837],"genre_scores_gemma":[0.9735785,0.0003258898,0.01749298,0.000524983,0.00003753686,0.0004743516,0.000280753,0.00004474274,0.007240428],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9907801,"threshold_uncertainty_score":0.1389364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01288461841031823,"score_gpt":0.2635037801742716,"score_spread":0.2506191617639533,"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."}}