{"id":"W2807005149","doi":"10.1177/1940082918779571","title":"Conservation Science and Practice Must Engage With the Realities of Complex Tropical Landscapes","year":2018,"lang":"en","type":"article","venue":"Tropical Conservation Science","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Universiteit Utrecht","keywords":"Tropical forest; Adaptation (eye); Politics; Geography; Key (lock); Environmental resource management; Political science; Ecology; Environmental planning; Biology; Economics","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":[0.04379974,0.0008075086,0.001606152,0.002392599,0.01615646,0.03317299,0.003504982,0.01720273,0.008538153],"category_scores_gemma":[0.0406622,0.0008575509,0.0006757272,0.002996417,0.09763063,0.02755276,0.02083309,0.02600238,0.0024954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01008823,"about_ca_system_score_gemma":0.0447094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005702873,"about_ca_topic_score_gemma":0.008442205,"domain_scores_codex":[0.9596583,0.02440655,0.001222236,0.002773677,0.009097856,0.002841326],"domain_scores_gemma":[0.9080204,0.06141219,0.004245266,0.008498381,0.007535085,0.01028866],"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":[0.0000203257,0.0002536421,0.00174752,0.0007977166,0.00005588732,0.0004085572,0.06509013,0.00103966,0.0006178413,0.8182668,0.06328683,0.0484152],"study_design_scores_gemma":[0.00001557085,0.00004258243,0.0006468528,0.0008505379,0.000008415862,0.0001540772,0.03471613,0.0002328715,0.0001642016,0.6474849,0.3156436,0.00004019715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008880467,0.0110052,0.0212464,0.8272066,0.002751461,0.0002472235,0.00003192195,0.0001309818,0.1284998],"genre_scores_gemma":[0.6566528,0.02849429,0.06263587,0.2147565,0.00641083,0.0009615305,0.0001508425,0.0003155175,0.02962172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04379974,"threshold_uncertainty_score":0.231638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0427359445349989,"score_gpt":0.2666932103362341,"score_spread":0.2239572658012352,"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."}}