{"id":"W6924764710","doi":"10.15468/dl.wvvhok","title":"Occurrence Download","year":2019,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Herpetology; Extant taxon; Amphibian; Toolbox; Download; Field (mathematics); Matching (statistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001024678,0.00222857,0.001931093,0.006764473,0.001076514,0.003100301,0.0030075,0.002062,0.2384053],"category_scores_gemma":[0.006594837,0.001088178,0.001416283,0.01255493,0.0004499296,0.002987467,0.003239181,0.001976315,0.3186532],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001811149,"about_ca_system_score_gemma":0.002525104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220595,"about_ca_topic_score_gemma":0.03557651,"domain_scores_codex":[0.9989152,0.0001223764,0.000151549,0.0003904381,0.000230941,0.0001894845],"domain_scores_gemma":[0.9973539,0.0006855945,0.0002380447,0.0006768594,0.0007380784,0.0003075085],"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":[0.00003053539,0.000008744816,0.0003461526,0.0007541193,0.00001630495,0.00001536413,0.00002600256,0.00009669328,0.0001115771,0.0003637089,0.9964401,0.001790588],"study_design_scores_gemma":[0.00006516736,0.000007322321,0.001471647,0.0002177113,0.00001396885,0.00003344026,0.00006861908,0.0001011455,0.0001451691,0.0006354733,0.9972248,0.00001557907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002656349,0.00002602105,0.00003779788,0.00002724212,0.00001111059,0.000005196473,0.9988331,0.0004047568,0.0006282267],"genre_scores_gemma":[0.0001239426,0.00004342537,0.0002241671,0.00004530479,0.00000391706,0.00004840257,0.9987527,0.000219345,0.0005387136],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7615947,"threshold_uncertainty_score":0.7975451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0225412765836933,"score_gpt":0.2352696232258381,"score_spread":0.2127283466421448,"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."}}