{"id":"W6924863802","doi":"10.15468/dl.sf56jt","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elymus; Gigantea; Download; Megachilidae; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006779145,0.0002685698,0.0004566107,0.0000859819,0.001540108,0.00001645336,0.0004461145,0.0007628203,0.003592644],"category_scores_gemma":[0.001669889,0.0002391135,0.0001191778,0.0003766979,0.0001751298,0.000332823,0.0006546461,0.00106499,0.1428702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007734332,"about_ca_system_score_gemma":0.001424271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002495669,"about_ca_topic_score_gemma":0.0001133745,"domain_scores_codex":[0.9975412,0.0002789935,0.0007721861,0.0002237061,0.0005231853,0.0006607512],"domain_scores_gemma":[0.9981183,0.000169543,0.0004025996,0.0004642999,0.0004551128,0.0003901819],"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":[0.00006286904,0.00002390699,0.002936413,0.001860679,0.00002816647,0.000001165137,0.0001201391,1.76008e-7,1.006284e-9,2.05572e-7,0.9917124,0.003253872],"study_design_scores_gemma":[0.0005575022,0.00002572701,0.0002496131,0.00002945013,0.00004913627,2.172352e-7,0.0006711063,2.299179e-8,4.023288e-8,8.407686e-7,0.9982359,0.0001804853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006104114,0.00007721846,0.000005152849,0.001623982,0.002489599,0.000944256,0.9929204,0.0001165628,0.001761782],"genre_scores_gemma":[0.00000130481,0.0005285584,9.164364e-7,0.009558033,0.000005687774,0.00002853319,0.9898746,5.123495e-9,0.000002342223],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1392776,"threshold_uncertainty_score":0.9997597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0424689921078867,"score_gpt":0.356252804428121,"score_spread":0.3137838123202343,"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."}}