{"id":"W2523011064","doi":"10.1655/herpetologica-d-16-00003.1","title":"Multiscale Occupancy Patterns of Anurans in Prairie Wetlands","year":2016,"lang":"en","type":"article","venue":"Herpetologica","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service","keywords":"Occupancy; Wetland; Ecology; Amphibian; Habitat; Geography; Landscape ecology; Hylidae; Boreal; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004768506,0.00007147114,0.0001395658,0.0004454769,0.0002056739,0.0003522069,0.0001748263,0.0001086782,0.000686862],"category_scores_gemma":[0.0009115904,0.000153779,0.0001287398,0.0002346454,0.0003009576,0.0002991965,0.0003449997,0.0001486969,0.00007746901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001871594,"about_ca_system_score_gemma":0.00009740653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008757914,"about_ca_topic_score_gemma":0.02787345,"domain_scores_codex":[0.9997826,0.00006946629,0.00001161346,0.00007514221,0.00003076785,0.00003046624],"domain_scores_gemma":[0.9995837,0.0001078787,0.0001520463,0.00003955479,0.00004568181,0.0000711737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002961528,0.00003066148,0.993292,0.000005973201,0.00003474381,0.00001972609,0.0006424281,0.0004093039,0.001687937,0.00007609284,0.00003949626,0.003731977],"study_design_scores_gemma":[7.363804e-7,0.00002080597,0.9986773,0.00000109335,0.000003305872,0.00002482862,0.0001897095,0.0009899816,0.00002638613,0.00002421579,0.0000396767,0.000001896819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996966,0.00001528732,0.0001528992,0.000003788824,1.93816e-7,0.000001357524,0.00001817746,0.000001833396,0.0001097309],"genre_scores_gemma":[0.9997008,0.00001130191,0.0001883644,0.000001909068,6.633624e-7,0.000002045439,0.000041486,6.539655e-7,0.00005262308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008757914,"threshold_uncertainty_score":0.01741391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257143422658621,"score_gpt":0.233658130529932,"score_spread":0.2210866963033458,"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."}}