{"id":"W7108695005","doi":"10.15468/dl.zgaf5p","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); Metadata","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":[0.001106662,0.001819077,0.001582621,0.004946843,0.001019973,0.002639758,0.002875474,0.002055272,0.1678697],"category_scores_gemma":[0.006764992,0.0009174096,0.001102193,0.009431085,0.0004618193,0.002432058,0.002503463,0.002060765,0.2284374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689626,"about_ca_system_score_gemma":0.002442898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02341973,"about_ca_topic_score_gemma":0.03729081,"domain_scores_codex":[0.9988932,0.0001468545,0.000141664,0.0003862369,0.0002528743,0.0001791237],"domain_scores_gemma":[0.99716,0.0008006407,0.0002756935,0.0007376218,0.0007003438,0.000325787],"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":[0.00002578826,0.00001019369,0.0003491347,0.0004433786,0.00001277807,0.00001226545,0.00002151019,0.0001074925,0.00009311763,0.0003562274,0.9972616,0.001306424],"study_design_scores_gemma":[0.00006688484,0.000007155075,0.001894649,0.000186903,0.00001320469,0.00003165729,0.00007269128,0.0001481658,0.0001745192,0.0007782977,0.996609,0.00001685522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003444706,0.00002000795,0.00003993357,0.00003236218,0.0000105069,0.000004587552,0.9989705,0.0003113931,0.0005763177],"genre_scores_gemma":[0.0001500053,0.00002777711,0.0001907299,0.00004223943,0.00000338069,0.00003840567,0.9989424,0.0001389682,0.0004661209],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8321303,"threshold_uncertainty_score":0.5615802,"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."}}