{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001328609,0.0005688556,0.0004467808,0.005583848,0.0003892087,0.001351698,0.0004285848,0.0003132713,0.004482572],"category_scores_gemma":[0.00418966,0.000167925,0.0005140415,0.006117172,0.0004626281,0.001298291,0.002097503,0.0003033254,0.0009719224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793975,"about_ca_system_score_gemma":0.0006801621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01150064,"about_ca_topic_score_gemma":0.02176895,"domain_scores_codex":[0.9991779,0.0001531722,0.00006995476,0.0001831402,0.0002381511,0.0001777395],"domain_scores_gemma":[0.9960992,0.001080516,0.001026283,0.0004639163,0.001077277,0.0002527306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000129747,0.00004700516,0.9031152,0.0004338633,0.0001544956,0.0003591795,0.001249892,0.007357975,0.006257202,0.0017717,0.008365531,0.07075825],"study_design_scores_gemma":[0.000006131954,0.00005176983,0.9722086,0.0001093926,0.00006475909,0.0002181613,0.002004287,0.007433625,0.002186794,0.001029473,0.01465419,0.000032957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9140805,0.0006258659,0.02645971,0.0002413369,0.00003105864,0.0002467584,0.03438583,0.0008023803,0.0231267],"genre_scores_gemma":[0.9460745,0.0002763765,0.02137312,0.00008344379,0.00001392976,0.0001874812,0.03044779,0.000125626,0.001417604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01150064,"threshold_uncertainty_score":0.02286738,"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."}}