{"id":"W6943531459","doi":"10.15468/dl.pbngk8","title":"Occurrence Download","year":2022,"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","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":[0.0009969187,0.002055167,0.001652628,0.00494742,0.001017881,0.002619902,0.00294602,0.00213746,0.1581164],"category_scores_gemma":[0.00584209,0.0009424031,0.001157058,0.009664871,0.0004496227,0.00246163,0.002532611,0.002040443,0.2163443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596494,"about_ca_system_score_gemma":0.00233732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02153481,"about_ca_topic_score_gemma":0.03694978,"domain_scores_codex":[0.9989728,0.0001429882,0.0001276093,0.0003610196,0.0002256049,0.0001700352],"domain_scores_gemma":[0.9975769,0.0006866396,0.000224479,0.000651799,0.0005769081,0.0002832786],"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":[0.00002988164,0.00001190152,0.0003578372,0.0005349626,0.00001481917,0.00001553024,0.00002301562,0.0001242254,0.0001160643,0.0003912351,0.9970824,0.001297931],"study_design_scores_gemma":[0.00007567056,0.000007790819,0.001807628,0.0001769651,0.00001355242,0.00003712923,0.00006868836,0.0001436408,0.0001825652,0.0008182075,0.9966498,0.00001833226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000395042,0.0000250414,0.00004428604,0.00003326181,0.00001062112,0.000005049386,0.99885,0.0003702894,0.0006218705],"genre_scores_gemma":[0.0001557952,0.00002996533,0.0001884691,0.000042085,0.000003199325,0.00003989809,0.9989657,0.0001422252,0.0004326623],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8418835,"threshold_uncertainty_score":0.5289522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}