{"id":"W4396329670","doi":"10.15468/dl.jjy3qe","title":"Occurrence Download","year":2022,"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":[0.001102557,0.001899282,0.001621076,0.004743844,0.001020342,0.00260086,0.002905594,0.002061566,0.1659814],"category_scores_gemma":[0.006154838,0.0009571348,0.00114957,0.009575571,0.0004492604,0.002346978,0.002472566,0.002153234,0.2166937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785317,"about_ca_system_score_gemma":0.002437476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02371544,"about_ca_topic_score_gemma":0.03879109,"domain_scores_codex":[0.9989262,0.0001483269,0.0001406894,0.0003653214,0.0002470412,0.0001723851],"domain_scores_gemma":[0.9974903,0.0007383283,0.0002338238,0.0006098689,0.0006490194,0.0002787527],"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":[0.00002771246,0.00001086649,0.0003398603,0.0005097406,0.00001427272,0.00001515578,0.00002351863,0.0001203104,0.0001093549,0.0004099714,0.9971747,0.001244511],"study_design_scores_gemma":[0.0000728818,0.000006382161,0.001723895,0.0001721806,0.00001293186,0.00003260981,0.00006620578,0.000143285,0.0001746209,0.0007370011,0.9968417,0.00001624675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000033882,0.00002207325,0.00004480202,0.00003362388,0.000009765537,0.000004891081,0.9988722,0.0003415298,0.0006372204],"genre_scores_gemma":[0.0001484831,0.00003141756,0.0001907522,0.00004268581,0.000003072552,0.00004132093,0.9989531,0.000160202,0.0004289178],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8340186,"threshold_uncertainty_score":0.5552629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}