{"id":"W6943888156","doi":"10.15468/dl.r49hve","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); The Internet; Alien","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":[0.001004577,0.001906326,0.001583182,0.004995463,0.0009904815,0.00255936,0.002677789,0.002101261,0.1508942],"category_scores_gemma":[0.005897875,0.0008915785,0.001236618,0.009679098,0.0004312217,0.002214051,0.002452655,0.002006765,0.2233533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565001,"about_ca_system_score_gemma":0.002301374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105623,"about_ca_topic_score_gemma":0.03358968,"domain_scores_codex":[0.9989059,0.0001472099,0.0001397968,0.0003823501,0.0002413654,0.0001834035],"domain_scores_gemma":[0.9974037,0.0007349193,0.0002434088,0.0006784019,0.0006457707,0.0002938062],"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":[0.00002986748,0.0000123252,0.0004113825,0.0005171975,0.00001449892,0.00001502568,0.00002270318,0.0001229647,0.000122741,0.0003488867,0.9969977,0.001384782],"study_design_scores_gemma":[0.00007450601,0.000009700624,0.00222069,0.0002070097,0.00001536089,0.00003791976,0.00007837355,0.0001610911,0.0001996923,0.0007526804,0.9962243,0.00001868119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000414729,0.00002277898,0.00003728077,0.00003386053,0.00001127325,0.000005070254,0.9989668,0.0003167717,0.0005647322],"genre_scores_gemma":[0.000150071,0.00002898566,0.0001737679,0.00004119536,0.00000333339,0.00003956753,0.9990031,0.0001217822,0.0004382806],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8491058,"threshold_uncertainty_score":0.5047913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}