{"id":"W4395726548","doi":"10.15468/dl.ack5nq","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.0008978461,0.001950749,0.001550783,0.004237342,0.0009747949,0.002496164,0.002905123,0.002094563,0.1424857],"category_scores_gemma":[0.005212932,0.0008996504,0.001211455,0.008551827,0.0004340837,0.002315906,0.00245483,0.002154373,0.2087936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001750947,"about_ca_system_score_gemma":0.002230569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02353842,"about_ca_topic_score_gemma":0.03841762,"domain_scores_codex":[0.9990802,0.0001164433,0.0001142792,0.0003209645,0.0002167862,0.0001512459],"domain_scores_gemma":[0.9980454,0.0005175485,0.0001838545,0.0005137058,0.0005027121,0.0002367927],"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":[0.00002790127,0.00001113415,0.0003338585,0.0004246173,0.00001347048,0.00001447837,0.00002072476,0.0001230311,0.0001099931,0.0003976868,0.9972668,0.00125643],"study_design_scores_gemma":[0.00007860502,0.000007058284,0.001723475,0.0001626207,0.00001270296,0.0000374443,0.00006391206,0.000190462,0.0001967502,0.0008000445,0.9967101,0.00001689964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004324161,0.00002622414,0.00005164191,0.00003930838,0.00001230643,0.000005600896,0.9986703,0.000456119,0.0006952099],"genre_scores_gemma":[0.0001611289,0.0000316312,0.0002077976,0.00004808921,0.000003323029,0.00003975528,0.998898,0.0001686376,0.0004414762],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8575143,"threshold_uncertainty_score":0.4766622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484850230871555,"score_gpt":0.2268166199254699,"score_spread":0.2019681176167544,"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."}}