{"id":"W6887134642","doi":"10.15468/dl.n974kh","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); Data set; 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":[0.000989115,0.001982308,0.001585192,0.005084121,0.001035625,0.002426917,0.00287661,0.002088537,0.1483032],"category_scores_gemma":[0.005896488,0.0009104736,0.001199962,0.009392572,0.0004660839,0.002292766,0.002557091,0.00197505,0.2022598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016273,"about_ca_system_score_gemma":0.002483727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0249059,"about_ca_topic_score_gemma":0.04444738,"domain_scores_codex":[0.9989442,0.0001437476,0.0001369664,0.0003677434,0.0002317872,0.0001756197],"domain_scores_gemma":[0.9975438,0.0006783263,0.0002252153,0.0006524415,0.000605798,0.0002944146],"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":[0.00002986028,0.00001142767,0.0003557735,0.0005439188,0.00001493191,0.00001555546,0.00002391831,0.0001165876,0.000117623,0.0003806314,0.9971205,0.001269342],"study_design_scores_gemma":[0.0000743653,0.000008388794,0.001879936,0.0001890032,0.00001485491,0.00003899695,0.00007095803,0.0001306156,0.0001853599,0.0007404151,0.9966488,0.00001835653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004258979,0.00002760153,0.00004033651,0.00003474904,0.00001120867,0.000005363813,0.9988765,0.0003441924,0.0006174023],"genre_scores_gemma":[0.0001558267,0.00003106584,0.0001759246,0.00004380698,0.000003137069,0.00003676001,0.9989921,0.0001269793,0.0004343309],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8516967,"threshold_uncertainty_score":0.4961238,"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."}}