{"id":"W4396170548","doi":"10.15468/dl.et3a94","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":[0.0009367244,0.002046549,0.001572077,0.004974145,0.001018809,0.002621173,0.002918145,0.002145925,0.1469442],"category_scores_gemma":[0.005466869,0.0009259833,0.001141634,0.009783344,0.0004441343,0.002338424,0.002459207,0.002069438,0.1991792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195113,"about_ca_system_score_gemma":0.002641742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03282892,"about_ca_topic_score_gemma":0.05364546,"domain_scores_codex":[0.9989992,0.0001283083,0.0001247883,0.0003413243,0.0002355392,0.0001708479],"domain_scores_gemma":[0.997825,0.000605263,0.0002021924,0.000515693,0.0005887669,0.0002629981],"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":[0.00002996701,0.00001125463,0.000363711,0.0005072261,0.00001450867,0.00001732901,0.00002394947,0.0001289421,0.0001095674,0.0004188746,0.9971624,0.00121221],"study_design_scores_gemma":[0.00007958124,0.000006753841,0.001845545,0.0001715017,0.00001319453,0.00003656468,0.00007057639,0.0001724158,0.0001841474,0.0007307917,0.9966717,0.00001726368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003834374,0.00002316653,0.00003944215,0.00003312666,0.000009370032,0.000004735097,0.998887,0.0003452339,0.0006196205],"genre_scores_gemma":[0.0001544081,0.00002953565,0.0001679201,0.00003968548,0.000002933719,0.00003479496,0.9990222,0.000134993,0.0004134658],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8530558,"threshold_uncertainty_score":0.4915772,"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."}}