{"id":"W4396377340","doi":"10.15468/dl.hp3ywq","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":[0.001040444,0.002273695,0.001698762,0.004560168,0.001112727,0.002791812,0.003184131,0.002321715,0.1547892],"category_scores_gemma":[0.005718978,0.000963708,0.001188975,0.008454748,0.0004871821,0.002633394,0.002847179,0.002374183,0.2289213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001705679,"about_ca_system_score_gemma":0.002415851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01851202,"about_ca_topic_score_gemma":0.03373688,"domain_scores_codex":[0.9989601,0.0001495589,0.0001184221,0.0003802627,0.0002270733,0.0001646083],"domain_scores_gemma":[0.9976854,0.0006549488,0.0001981937,0.0006190797,0.0005408388,0.0003016471],"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":[0.00003454153,0.00001431362,0.0003468314,0.0005044279,0.00001439084,0.00001678065,0.00002241198,0.0001339627,0.0001164543,0.0003963469,0.9971039,0.001295684],"study_design_scores_gemma":[0.00009064782,0.000008321354,0.001440617,0.0001665832,0.00001303825,0.00003894028,0.00006950396,0.0002072519,0.0002070913,0.0009990035,0.9967403,0.00001875863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000435555,0.00002629571,0.00005178712,0.00003900416,0.00001127782,0.000006074135,0.9986333,0.0004982125,0.0006904481],"genre_scores_gemma":[0.0001536114,0.00003075368,0.0002289349,0.00004586115,0.000003158485,0.00003935301,0.9988856,0.0001781297,0.0004346181],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8452108,"threshold_uncertainty_score":0.5178215,"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."}}