{"id":"W4395504009","doi":"10.15468/dl.40hvju","title":"Occurrence Download","year":2020,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009089949,0.001901829,0.001554902,0.004851175,0.0008078538,0.002361859,0.002656372,0.001943521,0.1529893],"category_scores_gemma":[0.005265413,0.0008680745,0.001044989,0.009970425,0.00041482,0.002323629,0.00223918,0.001836736,0.1937832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001615713,"about_ca_system_score_gemma":0.002103161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02220356,"about_ca_topic_score_gemma":0.03269934,"domain_scores_codex":[0.999094,0.0001201376,0.0001218878,0.000299,0.0002082686,0.0001567705],"domain_scores_gemma":[0.9978316,0.0005800952,0.0002283911,0.0005154818,0.000569236,0.0002751797],"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":[0.00003353368,0.00001146849,0.0003779438,0.0005499304,0.00001479034,0.0000155261,0.0000207673,0.0001523016,0.00009570037,0.0003792758,0.9969742,0.001374541],"study_design_scores_gemma":[0.00008930902,0.000008509196,0.002058985,0.0001784123,0.00001399448,0.00003539535,0.00006660711,0.0001863813,0.0001723249,0.0007460927,0.9964264,0.000017577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003451292,0.00002109447,0.00003125624,0.00003045778,0.000009169396,0.000004070024,0.9991009,0.0002623386,0.0005062262],"genre_scores_gemma":[0.0001656605,0.00003178756,0.0001474784,0.00004076526,0.000003330311,0.00003360645,0.9990489,0.0001048981,0.0004236468],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8470107,"threshold_uncertainty_score":0.5118003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}