{"id":"W4395952771","doi":"10.15468/dl.arc9mh","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":[0.001046504,0.001873638,0.001564348,0.004381159,0.001008345,0.002642008,0.002901095,0.002103536,0.1702108],"category_scores_gemma":[0.006160161,0.0009531853,0.001113707,0.009137235,0.0004508116,0.002286346,0.002435686,0.002108903,0.2188171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001693014,"about_ca_system_score_gemma":0.002382994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02265042,"about_ca_topic_score_gemma":0.03855824,"domain_scores_codex":[0.9989514,0.0001453771,0.0001335175,0.0003628143,0.0002369797,0.0001698201],"domain_scores_gemma":[0.9975334,0.0007241595,0.0002291627,0.000611552,0.0006092297,0.0002924401],"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":[0.00002666281,0.00001051844,0.0003246516,0.0004541305,0.00001305296,0.00001342114,0.00002164034,0.0001128422,0.00009537088,0.0003827657,0.9974065,0.001138412],"study_design_scores_gemma":[0.00007853503,0.000006783991,0.001651857,0.0001722491,0.000013067,0.00003309551,0.0000662817,0.0001562186,0.0001777689,0.000781528,0.9968461,0.00001638612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003671869,0.00002199121,0.00004514593,0.00003534709,0.00001031592,0.000005010268,0.998848,0.0003565262,0.0006410219],"genre_scores_gemma":[0.0001605672,0.00002966752,0.0001897296,0.00004606522,0.000003246032,0.00004199021,0.998911,0.0001626177,0.0004551524],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8297892,"threshold_uncertainty_score":0.5694118,"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."}}