{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008836029,0.00008281343,0.0001540021,0.0000186074,0.00001908699,0.000001398624,0.000155803,0.0001021958,0.003536977],"category_scores_gemma":[0.00003393989,0.00004299931,0.00004102255,0.0000654648,0.0002051811,0.00004387301,0.00008287604,0.0000452054,0.0003273938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003303508,"about_ca_system_score_gemma":0.000003641925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001197612,"about_ca_topic_score_gemma":0.001090337,"domain_scores_codex":[0.9992527,0.00005909602,0.0001790261,0.0002215939,0.00007575637,0.0002117667],"domain_scores_gemma":[0.9996589,0.00006250304,0.00005960589,0.0001715635,0.000002377914,0.00004500585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002077449,0.00006352003,0.9671665,0.000002435283,0.000001704777,0.000015221,0.00006367411,0.000001367486,0.01517349,0.00004312009,0.0004459987,0.01700222],"study_design_scores_gemma":[0.00040762,0.0001024065,0.9847591,0.00001850709,0.000001530642,0.000008204264,0.00003011454,0.000007691786,0.002026409,0.0001344452,0.01242013,0.00008384069],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900782,0.0000182101,0.0004005816,0.0006870821,0.00007041093,0.00009611859,0.00001412032,0.00002235841,0.008612967],"genre_scores_gemma":[0.9978891,0.00003978695,0.0002924621,0.00009835418,0.00001434412,0.000009300978,0.000001528979,0.000004059597,0.001651038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01759263,"threshold_uncertainty_score":0.9973739,"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."}}