{"id":"W2069528645","doi":"10.1046/j.1523-1739.2001.015004980.x","title":"Science, Power, and System Dynamics: the Political Economy of Conservation Biology","year":2001,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Politics; Function (biology); Conservation biology; Political science; Natural resource; State (computer science); Resource (disambiguation); Conservation psychology; Power (physics); Action (physics); Ecology; Biology; Biodiversity; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003523789,0.00008268199,0.000127654,0.00005694657,0.0001821709,0.00001716255,0.0001917981,0.00008393549,0.00175333],"category_scores_gemma":[0.0001006504,0.00006059784,0.00002359358,0.0003728921,0.002232144,0.0001027715,0.0001314304,0.00005527945,0.0000827648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003406747,"about_ca_system_score_gemma":0.00003947927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005104704,"about_ca_topic_score_gemma":0.0002909209,"domain_scores_codex":[0.9991536,0.00007208914,0.0002390091,0.0002264151,0.00004800052,0.0002608733],"domain_scores_gemma":[0.9994486,0.0001344404,0.0001164935,0.0001838612,0.00005007207,0.0000665203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000006851817,0.000009675113,0.3475839,0.000002528274,0.000002296992,1.724707e-7,0.00001575509,8.878367e-8,0.003087134,0.648852,0.0003175581,0.0001220595],"study_design_scores_gemma":[0.0006639078,0.0002610849,0.83751,0.000009812122,0.00001663582,0.00008850914,0.006013921,0.005576758,0.0009009974,0.02037076,0.1283636,0.0002239866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8626052,0.00003123759,0.0005674835,0.01914915,0.0001411293,0.0001543148,0.00004633721,0.00002932131,0.1172759],"genre_scores_gemma":[0.9956534,0.00001080834,0.00003221339,0.004150636,0.00001100096,0.00001311926,0.000070323,0.000003149874,0.00005534477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6284812,"threshold_uncertainty_score":0.9991592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02253739804728719,"score_gpt":0.2633768693172256,"score_spread":0.2408394712699384,"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."}}