{"id":"W6961711034","doi":"10.15468/dl.8p5cvn","title":"Occurrence Download","year":2025,"lang":"en","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); Order (exchange); 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":[0.0009618487,0.001908336,0.001511506,0.005012201,0.001049017,0.002781,0.002848559,0.001913208,0.1665782],"category_scores_gemma":[0.006386687,0.0009218366,0.001199228,0.00942109,0.0004466799,0.002571537,0.002780613,0.002083071,0.2400995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001611089,"about_ca_system_score_gemma":0.002523599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02241258,"about_ca_topic_score_gemma":0.03762997,"domain_scores_codex":[0.9989486,0.0001384378,0.0001355391,0.0003649853,0.0002430675,0.0001693758],"domain_scores_gemma":[0.9975598,0.0006858955,0.0002026309,0.0006770007,0.0006060455,0.0002686354],"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":[0.00002397271,0.000009916648,0.0003288293,0.0004847906,0.00001261598,0.00001381499,0.00002348924,0.00009540518,0.0001005502,0.000374054,0.9970632,0.001469194],"study_design_scores_gemma":[0.00005276861,0.000006720879,0.00151188,0.000176662,0.00001275793,0.00003744482,0.000073059,0.0001337227,0.0001813097,0.0007730214,0.9970245,0.00001616716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004345367,0.0000328207,0.0000596783,0.0000454096,0.00001486125,0.000006178383,0.9984176,0.0005728043,0.0008071552],"genre_scores_gemma":[0.0001590267,0.00004094107,0.0002332475,0.00005208775,0.00000373822,0.00004435376,0.9986607,0.0002010445,0.0006049253],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8334218,"threshold_uncertainty_score":0.5572597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01437393559742932,"score_gpt":0.2320798631925623,"score_spread":0.217705927595133,"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."}}