{"id":"W4395757209","doi":"10.15468/dl.b6z6n4","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":[0.0009026341,0.001939115,0.001559851,0.004481738,0.0009514735,0.002500929,0.002709238,0.002004663,0.1554012],"category_scores_gemma":[0.005507607,0.0008961931,0.001119328,0.009324607,0.0004333125,0.002428124,0.002462256,0.002061367,0.2158702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001648362,"about_ca_system_score_gemma":0.002293852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02317599,"about_ca_topic_score_gemma":0.04109661,"domain_scores_codex":[0.9989635,0.0001433022,0.0001304643,0.000359419,0.0002349953,0.000168348],"domain_scores_gemma":[0.9976588,0.0006263348,0.0002154113,0.0006189746,0.0006055334,0.000274874],"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":[0.00002669281,0.00001086581,0.0003185011,0.0004374904,0.00001255475,0.00001375476,0.00002188647,0.0001224948,0.00009511186,0.0003747135,0.9973583,0.001207594],"study_design_scores_gemma":[0.00007280738,0.000006961797,0.001566437,0.0001494954,0.00001123042,0.00003241953,0.00006848446,0.0001669517,0.0001661666,0.0007601438,0.996983,0.00001590522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000402416,0.00002199809,0.00004402441,0.00003514186,0.00001089051,0.000005146059,0.9988136,0.0003771662,0.0006517764],"genre_scores_gemma":[0.0001510503,0.00002931353,0.0001899043,0.00004141292,0.000003234215,0.00003755835,0.9989415,0.0001495802,0.0004564619],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8445988,"threshold_uncertainty_score":0.519869,"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."}}