{"id":"W4396430944","doi":"10.15468/dl.gf3y76","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":[0.001029824,0.002251042,0.001833189,0.004465657,0.001105568,0.002718198,0.003334917,0.002293514,0.1416988],"category_scores_gemma":[0.00561373,0.001005583,0.001226262,0.008967795,0.0004969349,0.002423033,0.002808258,0.002346048,0.2153188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00181965,"about_ca_system_score_gemma":0.002533242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02403507,"about_ca_topic_score_gemma":0.0397063,"domain_scores_codex":[0.9990425,0.0001272109,0.0001176329,0.0003386114,0.0002179303,0.0001560785],"domain_scores_gemma":[0.9979991,0.0005481924,0.0001835095,0.0005269992,0.0004785755,0.0002636076],"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":[0.00003573488,0.00001329664,0.0003692712,0.0005679731,0.0000168562,0.00001824733,0.00002650488,0.000150924,0.0001400428,0.0004467534,0.9967871,0.001427271],"study_design_scores_gemma":[0.00009005937,0.000007594293,0.001598671,0.0001825438,0.00001436,0.00004005487,0.00007299214,0.000196221,0.0002166691,0.0008854234,0.9966764,0.00001916477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004348224,0.00002866927,0.00005385946,0.00003596611,0.00001055082,0.000005736238,0.9986902,0.000501616,0.0006301038],"genre_scores_gemma":[0.0001464696,0.00003234507,0.0002196547,0.00004235528,0.000002579845,0.00003752666,0.9989663,0.00017223,0.0003804264],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8583012,"threshold_uncertainty_score":0.4740298,"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."}}