{"id":"W6924506960","doi":"10.15468/dl.maeys8","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); Listing (finance); Range (aeronautics); Task (project management)","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":[0.0009476214,0.001762933,0.001475517,0.004890935,0.001114488,0.002925815,0.002834504,0.001855844,0.2144237],"category_scores_gemma":[0.006631369,0.001035104,0.001219365,0.009349912,0.0004325472,0.002655932,0.002966745,0.002052081,0.2640984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001804075,"about_ca_system_score_gemma":0.002552628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02325069,"about_ca_topic_score_gemma":0.03786103,"domain_scores_codex":[0.999028,0.0001128987,0.0001266165,0.0003398831,0.0002245323,0.0001681446],"domain_scores_gemma":[0.9974582,0.0006914301,0.000210346,0.0006606657,0.0007130581,0.0002663594],"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":[0.00002433436,0.000008407436,0.0003262525,0.0005117091,0.00001188276,0.0000128027,0.00002346812,0.00008824545,0.0000941612,0.0004326036,0.9967988,0.001667424],"study_design_scores_gemma":[0.00005001006,0.000004926876,0.00132077,0.0001846714,0.00001055528,0.00002846649,0.00006376621,0.0001080368,0.0001539904,0.000747764,0.9973131,0.00001393371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002791826,0.00002090543,0.00005219357,0.00003528341,0.00001131908,0.000005430427,0.9985777,0.0004375756,0.0008316335],"genre_scores_gemma":[0.0001659088,0.00004096814,0.0002789457,0.00005505322,0.000003898353,0.0000508105,0.9984922,0.000250784,0.0006614683],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7855763,"threshold_uncertainty_score":0.7173188,"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."}}