{"id":"W6929949345","doi":"10.5063/f1gt5km2","title":"A GBIF reptile and amphibian analysis of burn sites in Southwestern, USA","year":2021,"lang":"en","type":"dataset","venue":"UC Santa Barbara","topic":"Immune responses and vaccinations","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Amphibian; Biodiversity; Global biodiversity; Range (aeronautics); Species diversity","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002496272,0.0002754965,0.0009046123,0.00103312,0.00008486788,0.00002947303,0.0002726667,0.0005542603,0.005218152],"category_scores_gemma":[0.0001766518,0.0002607156,0.0002524437,0.0008599549,0.0001074953,0.00005641444,0.0002506624,0.0004259404,0.0001363247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003456438,"about_ca_system_score_gemma":0.0001059351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001526114,"about_ca_topic_score_gemma":0.007677834,"domain_scores_codex":[0.9982808,0.0003186504,0.0005703199,0.0004737109,0.00004644561,0.0003101288],"domain_scores_gemma":[0.9985678,0.0003158317,0.000272267,0.000746288,0.00007640639,0.00002140448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001828522,0.0002663793,0.02789496,0.0001008738,0.002622243,0.00007163075,0.0002748375,0.00000621838,0.0195568,0.00001074999,0.9481776,0.0008348112],"study_design_scores_gemma":[0.001196541,0.0001341033,0.2388221,0.000174186,0.002679701,0.00007374426,0.0004873868,0.00001103435,0.001642771,0.000006497276,0.7542907,0.0004812236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.252105,0.01062764,0.000001928789,0.00003242112,0.000160381,0.0001298083,0.7368981,0.00000820267,0.00003653677],"genre_scores_gemma":[0.08433657,0.002074209,0.000009546263,0.00007486062,0.000017165,0.00001938136,0.9123554,0.00001267192,0.001100165],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2109271,"threshold_uncertainty_score":0.9999845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600280696508622,"score_gpt":0.2743300274998055,"score_spread":0.2583272205347192,"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."}}