{"id":"W7108228356","doi":"10.15468/dl.ttbwde","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); Confidentiality; Data modeling","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":[0.001013337,0.001832196,0.001585588,0.005404039,0.0009932478,0.002477938,0.002696642,0.001992209,0.1585738],"category_scores_gemma":[0.006225456,0.0008540693,0.00105208,0.01013443,0.0004516446,0.00226629,0.002526978,0.00189964,0.2152411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0015577,"about_ca_system_score_gemma":0.002411632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02128942,"about_ca_topic_score_gemma":0.0362594,"domain_scores_codex":[0.9989742,0.0001328821,0.000129537,0.0003598143,0.0002308551,0.0001726383],"domain_scores_gemma":[0.9974668,0.0006970499,0.000254009,0.00063562,0.0006354082,0.0003110561],"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":[0.00002912475,0.00001079591,0.0003669474,0.0005580672,0.00001415651,0.00001374783,0.00002224816,0.000105196,0.0001181005,0.0003650113,0.9969796,0.001416963],"study_design_scores_gemma":[0.00006880554,0.000008043382,0.001894784,0.0002119588,0.00001466352,0.00003455203,0.00006804266,0.0001227099,0.0001911265,0.0007401562,0.9966282,0.00001692484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003952854,0.00002742875,0.00003628048,0.00003108296,0.0000103409,0.00000497471,0.9989488,0.0003032413,0.0005982453],"genre_scores_gemma":[0.0001595812,0.00003285967,0.0001702025,0.00004523154,0.000003407014,0.00003851938,0.9989702,0.0001241273,0.0004559542],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8414262,"threshold_uncertainty_score":0.5304822,"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."}}