{"id":"W4396044156","doi":"10.15468/dl.d7h7pj","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":[0.001080124,0.002135712,0.001735373,0.00465648,0.001083697,0.002819049,0.003214841,0.002417409,0.1497269],"category_scores_gemma":[0.005854888,0.0009191284,0.001138179,0.008577336,0.0004786377,0.002617472,0.002651545,0.002245826,0.2097691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708792,"about_ca_system_score_gemma":0.002354519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01867814,"about_ca_topic_score_gemma":0.03314911,"domain_scores_codex":[0.9989919,0.0001466594,0.0001217102,0.0003598266,0.0002211251,0.0001586941],"domain_scores_gemma":[0.9978224,0.0006386723,0.0001955693,0.0005594391,0.0005089177,0.0002750405],"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":[0.00003811968,0.00001467852,0.0004053043,0.000600524,0.00001698195,0.00001911047,0.00002231202,0.0001555911,0.0001197373,0.0004439888,0.9967591,0.001404516],"study_design_scores_gemma":[0.00009562547,0.000008632144,0.001564128,0.0001886836,0.00001448013,0.0000407164,0.00006692295,0.0002003978,0.0001928205,0.0009808595,0.9966273,0.00001946037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004611545,0.0000317757,0.00005045166,0.00004068432,0.00001113479,0.000006104508,0.9987173,0.0004338888,0.0006625573],"genre_scores_gemma":[0.0001712419,0.00003561247,0.0002186915,0.00004709965,0.000003274003,0.00004142398,0.9988967,0.0001500372,0.0004359334],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8502731,"threshold_uncertainty_score":0.5008864,"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."}}