{"id":"W2894287306","doi":"10.1002/wcc.551","title":"Climate change vulnerability assessment of species","year":2018,"lang":"en","type":"article","venue":"Wiley Interdisciplinary Reviews Climate Change","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":525,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western Forest Products; University of British Columbia","funders":"Global Environment Facility; Claude Leon Foundation; Doris Duke Charitable Foundation","keywords":"Vulnerability (computing); IUCN Red List; Climate change; Environmental resource management; Extinction (optical mineralogy); Vulnerability assessment; Geography; Range (aeronautics); Environmental planning; Ecology; Computer science; Psychological resilience; Environmental science; Biology; Psychology","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":[0.003534732,0.0007803861,0.0004100058,0.004652433,0.0008117128,0.00172427,0.0008073836,0.0008150573,0.004093562],"category_scores_gemma":[0.008284857,0.000204783,0.0008758729,0.003326062,0.0009207955,0.00247712,0.003189953,0.0009596171,0.0004249895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744581,"about_ca_system_score_gemma":0.0008784098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00425157,"about_ca_topic_score_gemma":0.005971988,"domain_scores_codex":[0.9986828,0.0005184715,0.00008131577,0.0001524333,0.0004515406,0.0001134238],"domain_scores_gemma":[0.996436,0.001699305,0.0006804644,0.0003061077,0.0007287964,0.0001493351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001073446,0.00009322352,0.215437,0.001348355,0.001200201,0.0005919316,0.002251485,0.2714413,0.004794738,0.1246528,0.01376995,0.3643118],"study_design_scores_gemma":[0.00001243964,0.0003891215,0.2487053,0.001357839,0.0003949501,0.00136398,0.003906279,0.2612436,0.003900188,0.3864662,0.09198011,0.0002801675],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4761685,0.01614962,0.3521717,0.007348898,0.0003408412,0.0006900758,0.009487642,0.0008350618,0.1368076],"genre_scores_gemma":[0.9540684,0.004660838,0.03622581,0.0002865541,0.0001028846,0.0003484959,0.001451384,0.00006961192,0.002786059],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004652433,"threshold_uncertainty_score":0.01869369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1210059223309863,"score_gpt":0.377536624112685,"score_spread":0.2565307017816986,"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."}}