{"id":"W7082971777","doi":"10.15468/dl.8hpa94","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set; Set (abstract data type)","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":[0.0009292782,0.002212996,0.001606107,0.004688276,0.0009244728,0.00246565,0.003036924,0.002121911,0.1198964],"category_scores_gemma":[0.004882861,0.0008631665,0.001209631,0.008189277,0.0004545984,0.002113343,0.002457709,0.00199255,0.1862158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694424,"about_ca_system_score_gemma":0.002249929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01960442,"about_ca_topic_score_gemma":0.03616771,"domain_scores_codex":[0.9990596,0.000131583,0.0001137867,0.0003327249,0.00020916,0.0001531617],"domain_scores_gemma":[0.9981629,0.0004795952,0.0001689122,0.0005043943,0.0004353204,0.000248914],"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":[0.00004035664,0.00001424722,0.000384917,0.000569398,0.00001848467,0.00001955055,0.00001986962,0.0001654848,0.0001427111,0.0004314389,0.9966377,0.00155588],"study_design_scores_gemma":[0.00009360594,0.000009752864,0.001777622,0.0001708023,0.00001528417,0.00004925682,0.00005537348,0.0002102816,0.0002414305,0.0009085651,0.9964502,0.00001780339],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005531835,0.00003773625,0.00004765444,0.00003837817,0.00001099771,0.000006243752,0.9986215,0.0004886026,0.0006936663],"genre_scores_gemma":[0.0001623829,0.0000336085,0.0001726386,0.00004472127,0.000002720548,0.00002995269,0.9990517,0.0001194216,0.0003827806],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8801035,"threshold_uncertainty_score":0.4010935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01022474643229758,"score_gpt":0.2335137785280375,"score_spread":0.2232890320957399,"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."}}