{"id":"W6886930372","doi":"10.15468/dl.5y7bev","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coregonus; Coregonus clupeaformis; Catostomus; Coregonus lavaretus; Lamprey; Cottus","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":["insufficient_payload"],"category_scores_codex":[0.0007791084,0.002629103,0.001925168,0.00737727,0.001203855,0.003362994,0.002312524,0.002186612,0.3726534],"category_scores_gemma":[0.005453672,0.000853832,0.001774472,0.01023745,0.0003738022,0.003048954,0.003407956,0.002006179,0.4942948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475984,"about_ca_system_score_gemma":0.002347087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033288,"about_ca_topic_score_gemma":0.03694984,"domain_scores_codex":[0.9988508,0.0001131069,0.0001546326,0.0003985236,0.0002578393,0.0002250837],"domain_scores_gemma":[0.9972426,0.0006375261,0.0002130376,0.0006940637,0.0007533035,0.0004594646],"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":[0.00004027611,0.00001529572,0.0003124622,0.0004613619,0.00001033589,0.0000175675,0.00002127363,0.0001051995,0.0001083393,0.0003472288,0.9949726,0.003588181],"study_design_scores_gemma":[0.00006938845,0.00001250925,0.001367846,0.0001647577,0.00001306456,0.00004170128,0.00007196167,0.0003065086,0.0001542192,0.0009558713,0.9968193,0.00002281764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000567086,0.0000509862,0.0001061154,0.00005781803,0.00003274679,0.00001098418,0.99559,0.001681278,0.00241343],"genre_scores_gemma":[0.0002284869,0.00006521577,0.0004979699,0.0001001327,0.00001074829,0.0000490576,0.9970894,0.0004129396,0.001546031],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6273466,"threshold_uncertainty_score":0.8948338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}