{"id":"W3198942801","doi":"10.5070/p537354729","title":"Ensuring area-based conservation meets the twin challenges of biodiversity loss and climate change","year":2021,"lang":"en","type":"article","venue":"Parks Stewardship Forum","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Convention on Biological Diversity; Biodiversity; Climate change; Biodiversity conservation; Environmental resource management; Environmental planning; Geography; Ecology; Economics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01202723,0.0004305076,0.0006037125,0.00147701,0.0045689,0.01010551,0.001915758,0.005230608,0.01220496],"category_scores_gemma":[0.01714729,0.000324584,0.0004165894,0.001319801,0.01059316,0.01350455,0.01053492,0.006260761,0.002119853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003327326,"about_ca_system_score_gemma":0.0119046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00652397,"about_ca_topic_score_gemma":0.01464696,"domain_scores_codex":[0.9884048,0.003748782,0.0003497012,0.0007719279,0.005080292,0.001644428],"domain_scores_gemma":[0.98754,0.00269044,0.001880222,0.001602849,0.002989645,0.003296933],"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":[0.00004048322,0.0001905139,0.01027536,0.0007485701,0.0001114566,0.0002446462,0.005047014,0.002931848,0.00355681,0.4611616,0.1996103,0.3160813],"study_design_scores_gemma":[0.000009646677,0.0001223971,0.01117996,0.0006882972,0.00002327337,0.0003502879,0.007407648,0.0007418667,0.0006736605,0.2205981,0.7581552,0.00004959126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02756245,0.01979945,0.05450971,0.6877509,0.00649213,0.000125447,0.0001680108,0.000323301,0.2032687],"genre_scores_gemma":[0.6873088,0.03347207,0.07347392,0.1452498,0.007622521,0.0002663275,0.0003138593,0.000494908,0.0517977],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01220496,"threshold_uncertainty_score":0.06360686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03870159240862128,"score_gpt":0.2159409110644314,"score_spread":0.1772393186558101,"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."}}