{"id":"W4395891625","doi":"10.15468/dl.arcuqg","title":"Occurrence Download","year":2023,"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":[0.0009747991,0.002048135,0.001656608,0.004599425,0.0009744049,0.002579742,0.002951148,0.002227155,0.1689277],"category_scores_gemma":[0.006308368,0.0009888319,0.001172297,0.009520098,0.0004463019,0.002373661,0.002591449,0.002145263,0.2227139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00191237,"about_ca_system_score_gemma":0.002475839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02734522,"about_ca_topic_score_gemma":0.04230933,"domain_scores_codex":[0.9989989,0.0001285634,0.0001296908,0.0003345775,0.0002400467,0.000168109],"domain_scores_gemma":[0.9976066,0.0006740188,0.0002290691,0.0005996203,0.0006081575,0.0002824268],"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":[0.00002637604,0.00001015225,0.0003018109,0.0004393668,0.00001221526,0.00001323196,0.0000209732,0.0001199089,0.00008477885,0.0003553168,0.9975094,0.001106571],"study_design_scores_gemma":[0.0000935117,0.000007577248,0.001755393,0.0001788143,0.00001333877,0.00003529339,0.00007118135,0.0002016571,0.0001786299,0.0008114136,0.9966354,0.00001785513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003376228,0.00002076421,0.0000400133,0.00003682448,0.00000969107,0.00000504589,0.998865,0.0004027259,0.0005862377],"genre_scores_gemma":[0.0001558544,0.00002939784,0.0001880704,0.00004670878,0.000003047308,0.00004230045,0.9989308,0.000164616,0.0004392162],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8310723,"threshold_uncertainty_score":0.5651194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}