{"id":"W6961726674","doi":"10.15468/dl.gbmba3","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodetic datum; Coordinate system; Matching (statistics); Download; Range (aeronautics); Geographic coordinate conversion","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":[0.0009845997,0.002009948,0.001682586,0.004615834,0.0010613,0.002985164,0.003007418,0.001948572,0.1724818],"category_scores_gemma":[0.006082444,0.000940028,0.00131383,0.009156297,0.0004339025,0.002532494,0.002718827,0.002006121,0.2605967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001614605,"about_ca_system_score_gemma":0.00254272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01974101,"about_ca_topic_score_gemma":0.03287398,"domain_scores_codex":[0.9989495,0.0001331764,0.0001347145,0.0003835455,0.0002263261,0.0001727156],"domain_scores_gemma":[0.9977561,0.0005958612,0.0001804278,0.000609654,0.000599898,0.0002580534],"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":[0.00003197818,0.00001067458,0.0003996714,0.0005509046,0.00001603695,0.00001662544,0.00002486075,0.0001437887,0.0001140368,0.0004286104,0.9963459,0.001916988],"study_design_scores_gemma":[0.00006112367,0.000006718216,0.001434852,0.0001641594,0.00001242757,0.0000338764,0.00006744301,0.0001831517,0.0001832461,0.0008727051,0.9969639,0.00001639956],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004301903,0.00003221715,0.0000635328,0.00003995435,0.00001411968,0.000005950511,0.9983549,0.0006587193,0.000787568],"genre_scores_gemma":[0.0001619005,0.00003862705,0.0002529225,0.00004757125,0.000003671524,0.00003893012,0.9987119,0.0002098016,0.0005347677],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8275182,"threshold_uncertainty_score":0.577009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01354698637645786,"score_gpt":0.2538377714956856,"score_spread":0.2402907851192278,"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."}}