{"id":"W2805473668","doi":"10.3390/su10061846","title":"Effective Biodiversity Conservation Requires Dynamic, Pluralistic, Partnership-Based Approaches","year":2018,"lang":"en","type":"article","venue":"Sustainability","topic":"Environmental and Cultural Studies in Latin America and Beyond","field":"Environmental Science","cited_by":184,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; University of Manitoba","funders":"Max-Planck-Institut für Menschheitsgeschichte; National Science Foundation","keywords":"Convention on Biological Diversity; General partnership; Biodiversity; Biodiversity conservation; Conservation psychology; Environmental resource management; Environmental planning; Sustainable development; Vision; Environmental ethics; Political science; Sociology; Ecology; Economics; Geography; Biology; Law","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":[0.0002463401,0.000163966,0.0001503997,0.00001009282,0.0005291894,0.00002140871,0.0001703247,0.00006106638,0.00160131],"category_scores_gemma":[0.0002357526,0.0001258104,0.00007506154,0.0002003263,0.002686054,0.0001711171,0.0002537511,0.00009070975,0.0002318329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001100408,"about_ca_system_score_gemma":0.00001215808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006071195,"about_ca_topic_score_gemma":0.0002383741,"domain_scores_codex":[0.9987661,0.000135116,0.000146119,0.0004192024,0.0002255721,0.0003078427],"domain_scores_gemma":[0.999471,0.00009526779,0.00007692368,0.0002427403,0.00002971785,0.00008435738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002159961,0.0002997219,0.9598207,0.0000629639,0.00002428119,0.000006178346,0.001242872,0.0002027785,0.0003992263,0.0002203371,0.006104516,0.03140047],"study_design_scores_gemma":[0.0003791892,0.0003792945,0.9685003,0.000004066322,0.00003242047,0.000001051796,0.001794619,0.001615454,0.001267345,0.004714403,0.02101785,0.0002940578],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855182,0.00001871602,0.0006058151,0.003507116,0.00006503879,0.0005796305,0.00001088274,0.00006913563,0.009625433],"genre_scores_gemma":[0.9984084,0.000001538382,0.0003863516,0.0005921978,0.00002619804,0.00004505052,0.00002253007,0.000003780461,0.0005138987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03110641,"threshold_uncertainty_score":0.9993114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516163675077817,"score_gpt":0.2453186795667031,"score_spread":0.2301570428159249,"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."}}