{"id":"W2142969491","doi":"10.1111/j.1523-1739.2009.01253.x","title":"Utility of Measuring Abundance versus Consistent Occupancy in Predicting Biodiversity Persistence","year":2009,"lang":"en","type":"article","venue":"Conservation Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto","keywords":"Occupancy; Abundance (ecology); Persistence (discontinuity); Biodiversity; Ecology; Complementarity (molecular biology); Environmental science; Extinction (optical mineralogy); Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008195309,0.000638491,0.0005215535,0.00205467,0.0002923813,0.0009432691,0.0005536421,0.000871054,0.0007303631],"category_scores_gemma":[0.02709959,0.0002683078,0.0006126723,0.001385225,0.0005479408,0.001956553,0.0007276762,0.0006213271,0.00027616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002911201,"about_ca_system_score_gemma":0.0002589755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00325012,"about_ca_topic_score_gemma":0.006097195,"domain_scores_codex":[0.9969499,0.001683864,0.0003428893,0.0004796337,0.0003999323,0.0001438444],"domain_scores_gemma":[0.9604067,0.03025611,0.005266425,0.001738999,0.001676349,0.0006553943],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002401552,0.00009050585,0.9747234,0.00003538559,0.0001814404,0.00003687198,0.00007763356,0.009318809,0.0006973041,0.0001029847,0.0000939522,0.01440156],"study_design_scores_gemma":[0.00002176524,0.0008029805,0.8957277,0.000027509,0.0001251261,0.0003823942,0.0001648517,0.1001165,0.001654958,0.0005963705,0.0003325828,0.00004711746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868274,0.0002425349,0.01113005,0.00005654121,0.0000108029,0.00003143174,0.0004927614,0.0000699852,0.001138477],"genre_scores_gemma":[0.9952186,0.00004643669,0.004126585,0.00001455672,0.0000168544,0.00002226175,0.0003864664,0.00000712358,0.0001610729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008195309,"threshold_uncertainty_score":0.04334146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310931160470315,"score_gpt":0.2711297204460321,"score_spread":0.1400366043990006,"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."}}