{"id":"W7107939348","doi":"10.15468/dl.b99mz5","title":"Occurrence Download","year":2025,"lang":"","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); 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":[0.0008865079,0.001571538,0.001350847,0.004832705,0.0008545023,0.002251103,0.002317815,0.001535464,0.1671648],"category_scores_gemma":[0.005088769,0.000747512,0.0009601676,0.009988722,0.0003724615,0.001895893,0.002144451,0.001636669,0.2020335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001584274,"about_ca_system_score_gemma":0.002689756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03559633,"about_ca_topic_score_gemma":0.06041662,"domain_scores_codex":[0.9991208,0.0001101828,0.0001037511,0.0002898721,0.0002137758,0.0001616002],"domain_scores_gemma":[0.9976655,0.0005769054,0.0002311515,0.0005643159,0.0006626231,0.0002995459],"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":[0.0000238063,0.000008722213,0.0004047315,0.0003812567,0.00001324685,0.00001188977,0.00001968354,0.0001163014,0.00009315245,0.0003502733,0.9971771,0.001399819],"study_design_scores_gemma":[0.00005973479,0.000006787257,0.002397264,0.0001695406,0.00001311876,0.00002888473,0.0000745695,0.0001443205,0.0001880531,0.0007656318,0.9961351,0.00001694941],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000348661,0.00001670106,0.00003397453,0.00002524776,0.000008692791,0.000004081739,0.9990218,0.0002700344,0.0005846125],"genre_scores_gemma":[0.0001660883,0.00002455506,0.0001720708,0.00003597713,0.000003133885,0.00003154836,0.9989552,0.0001213071,0.0004900775],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8328352,"threshold_uncertainty_score":0.5592219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01434536157882973,"score_gpt":0.2311093459842124,"score_spread":0.2167639844053826,"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."}}