{"id":"W6961763603","doi":"10.15468/dl.awhe5x","title":"Occurrence Download","year":2025,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); 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":[0.0009681783,0.002334344,0.001754826,0.004605013,0.001120824,0.002733303,0.003275722,0.002287245,0.1482895],"category_scores_gemma":[0.006102552,0.0009541342,0.001322407,0.008978218,0.000488605,0.002432847,0.002684849,0.002216325,0.2166865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001770789,"about_ca_system_score_gemma":0.00255659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02450509,"about_ca_topic_score_gemma":0.03978987,"domain_scores_codex":[0.9990084,0.0001323475,0.0001243136,0.0003535356,0.000224603,0.0001569096],"domain_scores_gemma":[0.9978949,0.0006073411,0.0001808324,0.0005434877,0.0005129338,0.0002604437],"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":[0.00003504235,0.00001289376,0.0003428953,0.0005222781,0.00001557889,0.0000176081,0.00002231688,0.0001472696,0.0001100024,0.0003907601,0.9969755,0.001407834],"study_design_scores_gemma":[0.00009786255,0.000009274268,0.001597583,0.0001936801,0.0000155892,0.00004587452,0.00007522778,0.0002490443,0.0002095984,0.001005871,0.9964809,0.00001940618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004833065,0.00003498613,0.00005661106,0.00004528427,0.00001241783,0.000006304013,0.998485,0.0006224269,0.0006885016],"genre_scores_gemma":[0.0001630247,0.00003507222,0.0002206444,0.00004825204,0.000003042381,0.00003723476,0.9989052,0.0001757371,0.00041187],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8517105,"threshold_uncertainty_score":0.4960778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0089153214616674,"score_gpt":0.2136767702076688,"score_spread":0.2047614487460014,"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."}}