{"id":"W4395835351","doi":"10.15468/dl.arp8q3","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":[0.0009552708,0.001946403,0.001629745,0.004781733,0.0009618015,0.002582669,0.002746154,0.002074274,0.153857],"category_scores_gemma":[0.005636149,0.0009169246,0.001149857,0.009547042,0.0004436137,0.002325599,0.002424868,0.00208278,0.2109913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016019,"about_ca_system_score_gemma":0.002159082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02019715,"about_ca_topic_score_gemma":0.03345824,"domain_scores_codex":[0.9989875,0.0001389135,0.0001283623,0.0003509251,0.0002263437,0.0001678685],"domain_scores_gemma":[0.997719,0.0006311739,0.0002184293,0.0005870549,0.0005652697,0.0002789419],"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":[0.00002887057,0.00001166132,0.0003535406,0.0005035847,0.00001380751,0.00001482367,0.00002193054,0.000135733,0.0001003774,0.0003694947,0.997214,0.0012323],"study_design_scores_gemma":[0.00008466009,0.000007890379,0.001742352,0.0001722248,0.00001317422,0.00003453249,0.00007050474,0.0001730261,0.0001706609,0.0007897897,0.9967239,0.00001721888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004108955,0.00002406909,0.0000421212,0.00003458002,0.0000111509,0.000005251603,0.998913,0.0003422424,0.0005864353],"genre_scores_gemma":[0.0001626926,0.00003265309,0.0001922991,0.00004471405,0.000003713898,0.00004399153,0.9989133,0.0001445725,0.0004620839],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.846143,"threshold_uncertainty_score":0.5147028,"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."}}