{"id":"W6886964701","doi":"10.15468/dl.f5z5fy","title":"Occurrence Download","year":2024,"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); Range (aeronautics); Software; Order (exchange)","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":[0.0009178367,0.001958116,0.001595169,0.005592714,0.001022961,0.002911072,0.002829529,0.002101155,0.1969934],"category_scores_gemma":[0.006439874,0.0009539602,0.001184634,0.01108264,0.0004484979,0.002651911,0.002739885,0.002068808,0.2643446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001778432,"about_ca_system_score_gemma":0.002522555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02280298,"about_ca_topic_score_gemma":0.03813013,"domain_scores_codex":[0.9989421,0.0001344498,0.0001320884,0.0003626849,0.0002500261,0.0001786549],"domain_scores_gemma":[0.997538,0.0007092722,0.0002366355,0.0006045709,0.0006186665,0.0002927998],"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":[0.00002489596,0.000009207591,0.0003082399,0.0004952299,0.0000122162,0.00001283982,0.00002026916,0.0001016445,0.00008894849,0.0003586019,0.9971826,0.001385338],"study_design_scores_gemma":[0.00005883182,0.000006398506,0.00135409,0.00019197,0.00001197299,0.00003097804,0.00006422419,0.0001241285,0.0001476188,0.0007116924,0.9972829,0.00001523463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003218361,0.00002699126,0.00003929696,0.00003781607,0.0000114581,0.000004827272,0.9986973,0.0003802182,0.0007698596],"genre_scores_gemma":[0.0001452443,0.00003887018,0.0001898596,0.00004838585,0.00000370557,0.00003997068,0.9987324,0.000169449,0.0006320491],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8030066,"threshold_uncertainty_score":0.6590084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01708767307206114,"score_gpt":0.2335971948231368,"score_spread":0.2165095217510757,"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."}}