{"id":"W4395283208","doi":"10.15468/dl.2xeb9n","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":["insufficient_payload"],"category_scores_codex":[0.0001067014,0.0002286404,0.0002200503,0.00001829259,0.0001903114,0.00004814247,0.0005225322,0.0003449336,0.01468964],"category_scores_gemma":[0.0000772427,0.0002104496,0.0001217895,0.0002227804,0.0004045311,0.000472636,0.0007238666,0.0002354128,0.8053961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003439948,"about_ca_system_score_gemma":0.00003519262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000462302,"about_ca_topic_score_gemma":0.00002247448,"domain_scores_codex":[0.9988294,0.00005439784,0.0002767745,0.000257145,0.000330311,0.0002520236],"domain_scores_gemma":[0.9992284,0.000008969721,0.0002123697,0.0003218389,0.00001752724,0.0002109066],"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":[0.00003123866,0.00001735553,0.003373332,0.00002888523,0.00001023122,0.000002724905,0.00002950557,0.000009439947,1.943488e-7,1.593383e-8,0.9950399,0.00145712],"study_design_scores_gemma":[0.0001711709,0.00004303399,0.0004370835,6.321957e-7,0.0000214065,0.000004596276,0.00004864863,1.585577e-7,0.000001905596,4.320082e-7,0.9990413,0.0002296473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000279617,0.000003657529,0.000003113249,0.0002356586,0.0003648884,0.0002178163,0.9982817,0.00006427898,0.000549328],"genre_scores_gemma":[0.0000272355,0.00004173806,0.00000191406,0.00152587,0.000001569429,0.00000168669,0.9983998,8.075508e-9,2.034583e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7907065,"threshold_uncertainty_score":0.9862111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225740502383615,"score_gpt":0.2008986118451476,"score_spread":0.1886412068213114,"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."}}