{"id":"W4399705636","doi":"10.1111/ele.14459","title":"Principles for area‐based biodiversity conservation","year":2024,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Biodiversity; Habitat; Biodiversity conservation; Environmental resource management; Ecosystem services; Measurement of biodiversity; Conservation biology; Ecosystem; Geography; Protected area; Habitat destruction; Environmental planning; Ecology; Biology; Environmental 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01935356,0.001015796,0.001196138,0.002425655,0.006734,0.01018933,0.00463956,0.009229711,0.007321738],"category_scores_gemma":[0.01456666,0.0007237538,0.001398248,0.001976996,0.04415277,0.008838274,0.008426183,0.01759177,0.004610274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004384615,"about_ca_system_score_gemma":0.008607214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405969,"about_ca_topic_score_gemma":0.005519878,"domain_scores_codex":[0.9831071,0.004316726,0.001233411,0.002832105,0.007110782,0.001399886],"domain_scores_gemma":[0.9915327,0.002737371,0.0007302368,0.001769922,0.002442273,0.0007875224],"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":[0.000002895341,0.0000111668,0.00008559055,0.0000506732,0.000005092388,0.00001954466,0.0003772672,0.0003175392,0.00004624857,0.9794335,0.01226443,0.007386064],"study_design_scores_gemma":[0.0000119306,0.00001354262,0.000208752,0.0001978689,0.000006896857,0.0001294636,0.0001904288,0.0002370388,0.00007051627,0.6851444,0.3137723,0.00001682439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003086846,0.01194118,0.2090124,0.1829685,0.005969097,0.000581415,0.0003487764,0.0002587581,0.5858331],"genre_scores_gemma":[0.3342394,0.01770855,0.3434501,0.1321219,0.01097989,0.004433935,0.0005748214,0.0006455258,0.1558459],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01935356,"threshold_uncertainty_score":0.1023527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02792295209253971,"score_gpt":0.2150275555174054,"score_spread":0.1871046034248657,"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."}}