{"id":"W4395369811","doi":"10.15468/dl.3gm3gr","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":[0.001047663,0.002070516,0.001752488,0.004558255,0.0009852974,0.002603386,0.002931892,0.002106958,0.1510366],"category_scores_gemma":[0.005658331,0.0009396166,0.001134983,0.00945718,0.000469646,0.002228635,0.002589484,0.002086469,0.210689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612262,"about_ca_system_score_gemma":0.002386071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019354,"about_ca_topic_score_gemma":0.03194961,"domain_scores_codex":[0.9990364,0.0001346244,0.0001283304,0.0003306642,0.0002179675,0.0001519187],"domain_scores_gemma":[0.9979068,0.0005865078,0.0001925901,0.0005469024,0.0005058936,0.0002612675],"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":[0.00003999741,0.00001360411,0.0004314047,0.0006608712,0.00001992399,0.00001941283,0.00002703306,0.0001717576,0.0001585056,0.0004621892,0.9963349,0.001660387],"study_design_scores_gemma":[0.00009149233,0.000007614933,0.001603027,0.0001890692,0.00001545983,0.00003826752,0.00006554539,0.0001783031,0.0002246304,0.0008653057,0.996703,0.00001817396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004279704,0.00002857834,0.00004923463,0.00003122799,0.000009715809,0.000005357229,0.9988701,0.0004099063,0.0005531513],"genre_scores_gemma":[0.0001636353,0.0000353795,0.0002190346,0.0000396133,0.000002715416,0.00003967092,0.9989567,0.0001581698,0.000385186],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8489634,"threshold_uncertainty_score":0.5052679,"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."}}