{"id":"W4396419563","doi":"10.15468/dl.jgubjz","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":[0.0009696545,0.002320135,0.001800038,0.004409282,0.001015708,0.002599408,0.003257318,0.002361994,0.1296871],"category_scores_gemma":[0.005223477,0.0009974992,0.00124926,0.009057831,0.0004697568,0.00224519,0.002630937,0.002321686,0.2019358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001751972,"about_ca_system_score_gemma":0.002357736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02137776,"about_ca_topic_score_gemma":0.03487439,"domain_scores_codex":[0.999067,0.0001235046,0.0001184827,0.0003279405,0.0002126752,0.0001503889],"domain_scores_gemma":[0.9981078,0.000516723,0.000177603,0.0005109889,0.0004384492,0.0002483923],"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":[0.00003942397,0.00001511613,0.0003898476,0.0006128954,0.00001891464,0.0000194552,0.00002622661,0.000177507,0.000157481,0.0004402153,0.9966304,0.001472458],"study_design_scores_gemma":[0.0001057627,0.000009003021,0.001794194,0.0001930518,0.00001630311,0.00004449843,0.00007175935,0.0002447885,0.0002406129,0.0008923866,0.9963676,0.00002006702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004818324,0.00003120842,0.00005315798,0.00003633591,0.00001079461,0.000005958958,0.9987267,0.0005099634,0.000577713],"genre_scores_gemma":[0.000150726,0.0000336698,0.0002231417,0.00004149034,0.000002569894,0.00003801139,0.999002,0.0001581376,0.000350276],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8703129,"threshold_uncertainty_score":0.4338466,"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."}}