{"id":"W4395165389","doi":"10.15468/dl.4n7jgk","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":[0.00105281,0.002250829,0.001829437,0.004668748,0.001018889,0.002731223,0.003140635,0.002271286,0.1486725],"category_scores_gemma":[0.005981856,0.001032014,0.001145315,0.009280084,0.0004696265,0.002331828,0.002675522,0.002351831,0.212096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001793377,"about_ca_system_score_gemma":0.002474821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02104979,"about_ca_topic_score_gemma":0.03389635,"domain_scores_codex":[0.999014,0.0001305456,0.0001231621,0.0003449526,0.0002356351,0.0001516146],"domain_scores_gemma":[0.9978651,0.000614116,0.0002020096,0.0005517472,0.0004967428,0.0002702715],"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":[0.00003606297,0.00001310846,0.0003551586,0.0005632731,0.00001677474,0.00001720207,0.00002444254,0.00015614,0.0001328486,0.00045541,0.9967759,0.001453566],"study_design_scores_gemma":[0.00009699723,0.000007735576,0.0015622,0.0001819207,0.00001468914,0.00003927757,0.0000655166,0.0002112225,0.0002135714,0.000930139,0.9966587,0.00001796773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003933035,0.00002729559,0.00005424706,0.00003555604,0.000009356623,0.0000058072,0.998715,0.0005125061,0.0006009372],"genre_scores_gemma":[0.0001542815,0.0000335791,0.0002388826,0.00004210574,0.000002721019,0.00004177448,0.9989024,0.000191603,0.000392671],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8513275,"threshold_uncertainty_score":0.4973592,"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."}}