{"id":"W6905659111","doi":"10.15468/dl.87ttdd","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":"Herbarium; Download; Biodiversity; Range (aeronautics); Fish <Actinopterygii>; Barcode; Species name","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":[0.001040767,0.001934757,0.001606107,0.005439386,0.0009996417,0.002724549,0.002878491,0.001962719,0.1897311],"category_scores_gemma":[0.006931939,0.001016321,0.001247903,0.009932962,0.0004322325,0.002523021,0.002857299,0.00197761,0.2457573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572841,"about_ca_system_score_gemma":0.002354912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01784147,"about_ca_topic_score_gemma":0.02926866,"domain_scores_codex":[0.9989146,0.0001408467,0.000145842,0.0004081992,0.0002199829,0.0001705285],"domain_scores_gemma":[0.9974607,0.0007603616,0.0002295375,0.0006568139,0.0006056124,0.0002869396],"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":[0.000031322,0.00001080878,0.0003650323,0.0005807609,0.0000150338,0.0000144377,0.00002348526,0.0001157399,0.0001118029,0.0003613618,0.9966432,0.001727047],"study_design_scores_gemma":[0.00007353262,0.000008088577,0.001579979,0.0002027399,0.00001442791,0.0000356598,0.00007344831,0.0001522629,0.0001888219,0.0008189873,0.9968349,0.00001715647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003579539,0.00002311565,0.00004688892,0.00003283414,0.00001124031,0.000005993562,0.9988501,0.000400193,0.0005938091],"genre_scores_gemma":[0.0001507824,0.00003382477,0.0002379259,0.00004570011,0.000003690737,0.00005206727,0.9987803,0.0001867836,0.0005089468],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8102689,"threshold_uncertainty_score":0.6347138,"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."}}