{"id":"W4395708478","doi":"10.15468/dl.9qg87t","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":[0.001054023,0.002354779,0.001819063,0.005218091,0.0009958209,0.002861683,0.003109947,0.002110006,0.1510121],"category_scores_gemma":[0.005988754,0.0009855935,0.001195017,0.01013059,0.0004712847,0.002460773,0.002740454,0.002110499,0.2124576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001657888,"about_ca_system_score_gemma":0.002464916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856386,"about_ca_topic_score_gemma":0.03206635,"domain_scores_codex":[0.9989339,0.0001522762,0.0001390171,0.0003837862,0.0002253482,0.0001658257],"domain_scores_gemma":[0.9977465,0.0006354757,0.0002170991,0.0005652189,0.0005447128,0.000290893],"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":[0.0000429218,0.00001377535,0.0004125728,0.000711994,0.0000197363,0.00001837935,0.00002277569,0.0001556411,0.0001302337,0.000443443,0.996484,0.001544491],"study_design_scores_gemma":[0.00009306662,0.000008902742,0.001455163,0.0002015059,0.00001658037,0.00003811285,0.00005827983,0.0001720162,0.0001952358,0.0009569876,0.9967848,0.00001943107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000384256,0.00002994133,0.00004216461,0.00003041444,0.000009642592,0.000005070016,0.9988655,0.0003995987,0.0005793713],"genre_scores_gemma":[0.0001508667,0.0000393536,0.000208148,0.00004636103,0.000003013743,0.00003668436,0.9989434,0.0001583191,0.0004138714],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8489879,"threshold_uncertainty_score":0.5051858,"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."}}