{"id":"W2800508936","doi":"10.1111/geb.12733","title":"Entropy and the conceit of biodiversity management","year":2018,"lang":"en","type":"article","venue":"Global Ecology and Biogeography","topic":"Sustainability and Ecological Systems Analysis","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biodiversity; Biological dispersal; Ecology; Context (archaeology); Ecosystem; Analogy; Macroecology; Global biodiversity; Environmental resource management; Biology; Economics; Sociology; Epistemology","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":[0.004008606,0.0004685355,0.0006364414,0.001431439,0.001510365,0.003544775,0.0009822372,0.00181441,0.00499921],"category_scores_gemma":[0.01418014,0.0002360307,0.0003652463,0.0009645379,0.0151303,0.00521209,0.003541258,0.001631197,0.0002924992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912486,"about_ca_system_score_gemma":0.001239539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001083443,"about_ca_topic_score_gemma":0.001055729,"domain_scores_codex":[0.9978091,0.001186257,0.0001097466,0.0002738698,0.0004475133,0.0001735187],"domain_scores_gemma":[0.9878977,0.007670269,0.001734488,0.001129509,0.0009063793,0.0006617371],"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":[0.00002315434,0.00002222628,0.0007336082,0.00005148491,0.00002726152,0.00005087461,0.000244884,0.01389984,0.0001995156,0.9777038,0.0009287311,0.006114705],"study_design_scores_gemma":[0.000006503167,0.00001379702,0.0004536731,0.00002914112,0.000005642844,0.00001566154,0.00005774119,0.006433972,0.00009390868,0.9901714,0.002709766,0.000008804661],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3271698,0.008668721,0.1535614,0.05373755,0.001101662,0.00007362834,0.0002475408,0.0001752547,0.4552645],"genre_scores_gemma":[0.9941095,0.0006052573,0.002060603,0.0003356892,0.0002606958,0.00002409584,0.00001703597,0.00001566568,0.00257137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00499921,"threshold_uncertainty_score":0.02119976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002929578786521136,"score_gpt":0.1818268155322378,"score_spread":0.1788972367457167,"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."}}