{"id":"W2920836276","doi":"10.1371/journal.pbio.3000158","title":"Hotspots of human impact on threatened terrestrial vertebrates","year":2019,"lang":"en","type":"article","venue":"PLoS Biology","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":191,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Threatened species; Species richness; Biology; Range (aeronautics); Ecology; Biodiversity; Global change; Species distribution; Climate change; Habitat","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":[0.0004471234,0.0001782946,0.0002222256,0.001849143,0.0003832635,0.000914344,0.0002123467,0.0001857317,0.002589073],"category_scores_gemma":[0.001238654,0.0001141156,0.0003337477,0.001610859,0.000707612,0.0005692288,0.001346811,0.0001648269,0.0001325092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003414448,"about_ca_system_score_gemma":0.000213092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005912285,"about_ca_topic_score_gemma":0.01557579,"domain_scores_codex":[0.999657,0.00009694034,0.00001789604,0.00008851977,0.00006434105,0.00007527535],"domain_scores_gemma":[0.9989249,0.0003097925,0.0004654826,0.0000939438,0.0001172347,0.00008860564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007472495,0.00001089635,0.9684545,0.00007061065,0.0001816562,0.0001592086,0.0004805501,0.008845044,0.001849243,0.00143358,0.0003444419,0.01809544],"study_design_scores_gemma":[0.000002057982,0.00003226017,0.9930402,0.00001465087,0.00005080802,0.0003049918,0.001015431,0.003313695,0.0001638525,0.001187292,0.0008658397,0.000008831837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956713,0.0003628406,0.001120716,0.00007901203,0.000002577395,0.000004490891,0.0005149537,0.00003080254,0.002213286],"genre_scores_gemma":[0.9993143,0.00008676828,0.0003558542,0.000008154324,0.000003847252,0.000002052345,0.0001416623,0.000002598669,0.00008485211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005912285,"threshold_uncertainty_score":0.0117557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01767571008155868,"score_gpt":0.2609759563139556,"score_spread":0.2433002462323969,"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."}}