{"id":"W7105676832","doi":"10.15468/dl.zdfrrf","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); 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":[0.0008895891,0.001609264,0.00141171,0.005037294,0.0008757714,0.002385998,0.002451196,0.001643799,0.1671784],"category_scores_gemma":[0.00531152,0.0007954293,0.001034797,0.01063083,0.000394054,0.001977944,0.002263298,0.001701249,0.2047618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001630783,"about_ca_system_score_gemma":0.002658238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0357999,"about_ca_topic_score_gemma":0.05816874,"domain_scores_codex":[0.9990774,0.0001127601,0.0001148643,0.000312149,0.0002152504,0.0001676631],"domain_scores_gemma":[0.9976268,0.0005913959,0.0002367584,0.0005982293,0.0006545588,0.0002921988],"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":[0.00002494147,0.000008622335,0.0004126736,0.0004400483,0.0000146989,0.00001281042,0.00002101148,0.0001165693,0.0001012876,0.0003765382,0.9970816,0.00138912],"study_design_scores_gemma":[0.00006082897,0.000006674765,0.002395027,0.0001803484,0.00001451689,0.00003001244,0.00007474146,0.0001280652,0.0001752558,0.0007282076,0.9961895,0.0000169081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003206334,0.00001845958,0.00003255178,0.00002476942,0.000008793922,0.000003781977,0.9990624,0.0002625577,0.0005547946],"genre_scores_gemma":[0.0001630694,0.0000277751,0.0001617067,0.00003664199,0.000003213773,0.0000307655,0.9989769,0.0001215485,0.0004783827],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8328216,"threshold_uncertainty_score":0.5592675,"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."}}