{"id":"W4395500098","doi":"10.15468/dl.3jpc4e","title":"Occurrence Download","year":2023,"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":[0.001010121,0.002273643,0.001787697,0.004410547,0.001036924,0.002659344,0.003261721,0.00228416,0.1401868],"category_scores_gemma":[0.00546509,0.0009754262,0.00121251,0.008926229,0.0004749695,0.002292496,0.002769137,0.002276854,0.2083173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001759102,"about_ca_system_score_gemma":0.002386187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02136183,"about_ca_topic_score_gemma":0.03498708,"domain_scores_codex":[0.9990782,0.0001241974,0.0001125108,0.0003279745,0.0002076873,0.0001493633],"domain_scores_gemma":[0.9980567,0.0005398371,0.0001803306,0.0005093657,0.0004577695,0.0002558526],"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":[0.00003790615,0.00001342836,0.0003741631,0.0005833441,0.0000176753,0.00001791279,0.00002568846,0.0001548114,0.0001382903,0.0004394891,0.9967892,0.001408027],"study_design_scores_gemma":[0.0001020489,0.000008509069,0.001670513,0.0001866611,0.00001572848,0.00004101367,0.00007064745,0.0002223227,0.0002321191,0.0009543411,0.9964761,0.00001992032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004316194,0.000028793,0.00005173687,0.00003590588,0.00001041011,0.0000057539,0.9987326,0.0005061388,0.0005853648],"genre_scores_gemma":[0.0001622634,0.00003295632,0.0002227724,0.00004361168,0.000002853442,0.00004115319,0.9989337,0.0001778375,0.0003828183],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8598132,"threshold_uncertainty_score":0.4689717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395259126477966,"score_gpt":0.2195626639075202,"score_spread":0.2056100726427406,"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."}}