{"id":"W2888601978","doi":"10.1111/ele.13133","title":"Evolutionarily distinct amphibians are disproportionately lost from human‐modified ecosystems","year":2018,"lang":"en","type":"article","venue":"Ecology Letters","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Amphibian; Ecology; Biodiversity; Biology; Ecosystem; Habitat; Habitat destruction; Diversification (marketing strategy); Grassland","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001931059,0.0001634539,0.0001867373,0.00003981481,0.0005109476,0.00001743116,0.0002713299,0.0001739745,0.00896709],"category_scores_gemma":[0.00006989709,0.0001644726,0.00006270428,0.0001370421,0.0007014579,0.0001917567,0.0001288611,0.0001597924,0.007668101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003825233,"about_ca_system_score_gemma":0.00001327751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007649346,"about_ca_topic_score_gemma":0.02693774,"domain_scores_codex":[0.9985623,0.0001335855,0.0003132817,0.0004749344,0.000159111,0.0003568039],"domain_scores_gemma":[0.9992746,0.00009671719,0.0002436472,0.0002892543,0.00001538905,0.00008041578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002085998,0.00006108394,0.9405337,0.000001418511,0.0000291885,0.00002366764,0.0001178053,0.00005755512,0.002388118,0.0001208664,0.05661086,0.00003487783],"study_design_scores_gemma":[0.0003821693,0.0000696547,0.9933468,0.00000526923,0.00002497492,0.00000716715,0.00003072303,0.0005039009,0.00007396314,0.0007846936,0.004579717,0.0001909373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844886,0.000003787348,0.0006024633,0.01041642,0.0009443395,0.0002359039,0.0000383865,0.00007645922,0.003193642],"genre_scores_gemma":[0.9913746,4.270742e-7,0.0001832893,0.007290243,0.0004104941,0.00003768836,0.000101575,0.00001526538,0.0005864309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05281313,"threshold_uncertainty_score":0.9931045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353329152553334,"score_gpt":0.2195802295032027,"score_spread":0.2060469379776694,"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."}}