{"id":"W4396423106","doi":"10.15468/dl.gg9xfx","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001081366,0.002309585,0.001771123,0.004766153,0.001123123,0.00283121,0.003340515,0.002380724,0.1508272],"category_scores_gemma":[0.005843633,0.0009970081,0.001184779,0.00888413,0.0004972523,0.00253658,0.002864683,0.002431769,0.2173074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775596,"about_ca_system_score_gemma":0.002434446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01937759,"about_ca_topic_score_gemma":0.03386663,"domain_scores_codex":[0.9989815,0.0001400821,0.0001196842,0.0003636033,0.0002276082,0.0001674717],"domain_scores_gemma":[0.9977844,0.0006321467,0.0002042268,0.0005804489,0.0004985858,0.0003001447],"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":[0.00003661697,0.00001442382,0.0003660617,0.0005585033,0.00001594775,0.00001833049,0.00002427432,0.0001497716,0.0001284226,0.0004221741,0.996867,0.001398585],"study_design_scores_gemma":[0.00009751692,0.000008692185,0.001586538,0.0001857373,0.00001467071,0.00004332317,0.0000735258,0.0002249289,0.0002226742,0.0009861365,0.9965361,0.0000200553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004609164,0.00002822541,0.00005547738,0.00003794857,0.00001136381,0.000006000002,0.9986664,0.000511707,0.0006368604],"genre_scores_gemma":[0.0001571263,0.00003200039,0.0002317484,0.00004270368,0.000003000697,0.00004163147,0.9989187,0.0001734075,0.0003998123],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8491728,"threshold_uncertainty_score":0.5045674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}