{"id":"W2791329602","doi":"10.1371/journal.pone.0193102","title":"Global screening for Critical Habitat in the terrestrial realm","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nature Conservancy; McGill University; Wildlife Conservation Society","keywords":"Biodiversity; Habitat; Threatened species; Environmental resource management; Critical habitat; Ecology; Geography; Habitat conservation; Ecosystem; Environmental science; Biology; Endangered species","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002362105,0.00005209032,0.0000814216,0.000004324682,0.0000957468,0.00003494011,0.0001998465,0.00003380644,0.0001865433],"category_scores_gemma":[0.00007426598,0.00003290658,0.00002110021,0.00009484258,0.00003111577,0.0001136729,0.00005179251,0.00002860873,0.0002020454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002872801,"about_ca_system_score_gemma":0.000002718478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005305309,"about_ca_topic_score_gemma":0.01093342,"domain_scores_codex":[0.9993415,0.0000342895,0.0001054046,0.0001368419,0.0001887688,0.0001931642],"domain_scores_gemma":[0.9997115,0.0001038035,0.00001527827,0.0001326971,0.00000312776,0.00003355864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002042814,0.0007365415,0.9939368,0.00004808233,0.00002605294,0.000007011092,0.0004316535,0.00001018981,0.0005963662,0.000385624,0.002324016,0.001293376],"study_design_scores_gemma":[0.002376972,0.001110136,0.9514605,0.0003560602,0.0001538309,0.000008640582,0.0004909674,0.02754008,0.001432009,0.01156382,0.003076276,0.0004307321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922507,0.00001034427,0.0001661972,0.001610214,0.00004835027,0.0002039197,0.00001303905,0.00001431075,0.005682974],"genre_scores_gemma":[0.9967757,0.000001405292,0.002426091,0.0003952214,0.0003569794,0.00003095277,0.000003218997,0.000003371355,0.000007089746],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04247633,"threshold_uncertainty_score":0.6101103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0604124195771418,"score_gpt":0.2747214300514634,"score_spread":0.2143090104743216,"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."}}