{"id":"W4395126273","doi":"10.15468/dl.2zjc2d","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":[0.0009505221,0.001932798,0.001458063,0.004654158,0.0009677555,0.002405243,0.002719093,0.002105106,0.1400778],"category_scores_gemma":[0.005386907,0.0008752446,0.001129498,0.009257646,0.0004528454,0.002150183,0.002368419,0.00209769,0.1920339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600182,"about_ca_system_score_gemma":0.00218882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0214746,"about_ca_topic_score_gemma":0.0379806,"domain_scores_codex":[0.999019,0.0001387667,0.0001191853,0.0003403082,0.0002216676,0.0001609903],"domain_scores_gemma":[0.9977503,0.0006388582,0.0002157693,0.0005807575,0.0005392197,0.0002749456],"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":[0.00002791539,0.00001327868,0.0004038602,0.0004740783,0.00001410624,0.00001540551,0.00002432022,0.0001471421,0.0001102855,0.000377095,0.9970656,0.001326923],"study_design_scores_gemma":[0.0000803114,0.000008258366,0.002040622,0.0001655977,0.00001327499,0.00003830188,0.00007669786,0.0002050166,0.0001884066,0.0007790739,0.9963872,0.00001717757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000534602,0.00002607262,0.00004931697,0.00003778094,0.00001207945,0.000005672313,0.9987741,0.0003798117,0.000661644],"genre_scores_gemma":[0.0001812682,0.00003003701,0.0002024153,0.00004291191,0.000003497059,0.00004388548,0.9989163,0.0001374718,0.0004421757],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8599222,"threshold_uncertainty_score":0.4686071,"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."}}