{"id":"W4396045504","doi":"10.15468/dl.csut5r","title":"Occurrence Download","year":2022,"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":[0.001063055,0.001877663,0.00153195,0.004506643,0.001026006,0.002600284,0.002807081,0.002038156,0.1650685],"category_scores_gemma":[0.006350357,0.0009519958,0.0010782,0.009431129,0.0004342984,0.002233623,0.002503512,0.002135421,0.2196148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700302,"about_ca_system_score_gemma":0.002350348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02222513,"about_ca_topic_score_gemma":0.03799763,"domain_scores_codex":[0.9989313,0.0001443858,0.0001328952,0.0003701868,0.0002537358,0.0001674379],"domain_scores_gemma":[0.9974244,0.0007558222,0.0002396921,0.0006460532,0.0006374106,0.0002966118],"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":[0.00002519174,0.00001064053,0.0003435939,0.0004536835,0.00001332745,0.00001374164,0.00002395635,0.0001164706,0.00009803996,0.0003832284,0.9973043,0.001213679],"study_design_scores_gemma":[0.00007138322,0.000006524964,0.001797207,0.0001636077,0.00001278505,0.00003217629,0.00006725835,0.0001562487,0.0001775029,0.0007488771,0.99675,0.00001645342],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003595893,0.00002058249,0.00004778632,0.00003256619,0.000009762004,0.00000480376,0.9988289,0.0003785091,0.0006410204],"genre_scores_gemma":[0.0001633168,0.00002836788,0.0002015656,0.00004187734,0.000003159541,0.0000435634,0.9988897,0.000176572,0.0004517375],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8349315,"threshold_uncertainty_score":0.5522091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}