{"id":"W7117132509","doi":"10.15468/dl.n3p6qe","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); Set (abstract data type); Data set","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":[0.001006757,0.001925573,0.001595829,0.005182927,0.0009907212,0.002583214,0.002752773,0.002004551,0.1593538],"category_scores_gemma":[0.006129217,0.0008627701,0.001142506,0.009972312,0.0004408825,0.002306433,0.002582131,0.001995916,0.2252122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521027,"about_ca_system_score_gemma":0.002244096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02005344,"about_ca_topic_score_gemma":0.03255748,"domain_scores_codex":[0.9989079,0.0001462021,0.0001413053,0.0003672938,0.0002520907,0.0001850971],"domain_scores_gemma":[0.9974196,0.0006946091,0.0002504933,0.0006728325,0.000653358,0.0003090429],"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":[0.00003287067,0.00001142054,0.0003649802,0.0005539238,0.00001498254,0.0000136109,0.0000213478,0.0001083196,0.0001277159,0.0003654274,0.9969279,0.001457462],"study_design_scores_gemma":[0.00007236415,0.000008138018,0.001894539,0.0001917056,0.00001380721,0.00003264169,0.00006691882,0.0001339889,0.0001968332,0.0007413185,0.9966313,0.00001645295],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000038394,0.00002477991,0.00003805131,0.00003075776,0.00001035185,0.000004961169,0.9989181,0.0003441458,0.000590536],"genre_scores_gemma":[0.0001472884,0.00003098781,0.0001693376,0.00004230892,0.000003373353,0.00003743283,0.999028,0.0001323397,0.000408909],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8406462,"threshold_uncertainty_score":0.5330916,"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."}}