{"id":"W7008293180","doi":"","title":"Balance: A Critical Principle in the Design of a Decentralized Decision Process","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Ministry of Agriculture","funders":"","keywords":"Equity (law); Flexibility (engineering); Government (linguistics); Stakeholder; Process (computing); Decision process; Public policy; Balance (ability)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.1017998,0.001234969,0.001273473,0.002945859,0.009321358,0.01622105,0.003261273,0.00619658,0.00628688],"category_scores_gemma":[0.0858653,0.001311088,0.001660449,0.00135226,0.04862729,0.01550515,0.0106239,0.007254542,0.001421405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01141329,"about_ca_system_score_gemma":0.02560318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003049732,"about_ca_topic_score_gemma":0.002464173,"domain_scores_codex":[0.921735,0.05666315,0.003600618,0.007145199,0.008207381,0.002648623],"domain_scores_gemma":[0.9508376,0.03507998,0.00316133,0.003587701,0.005283836,0.002049566],"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":[0.00005583164,0.00001992708,0.0003204645,0.0001302804,0.00002642267,0.00007859982,0.00593067,0.002195735,0.0004185577,0.9758093,0.001116382,0.01389777],"study_design_scores_gemma":[0.0001317366,0.00009497297,0.0001295831,0.0003360309,0.00003160126,0.00005803024,0.00161098,0.005288419,0.000676958,0.9622887,0.02931622,0.00003676159],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01294226,0.0005895444,0.8998522,0.01771324,0.0003495333,0.001904021,0.00006276571,0.0003184449,0.06626799],"genre_scores_gemma":[0.4851881,0.0003009618,0.5002703,0.002474902,0.0001814186,0.004425302,0.00007534716,0.0001405279,0.006943104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1017998,"threshold_uncertainty_score":0.5383753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008273976936522586,"score_gpt":0.201750195305986,"score_spread":0.1934762183694634,"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."}}