{"id":"W4395748966","doi":"10.15468/dl.bufa2b","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","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":[0.001048203,0.002183177,0.001686815,0.004759733,0.001090495,0.002735101,0.003177108,0.002297909,0.1537177],"category_scores_gemma":[0.005807659,0.0009635749,0.001119619,0.008950919,0.0004988496,0.002472754,0.00280244,0.002353653,0.2166997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001720993,"about_ca_system_score_gemma":0.002442894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0190137,"about_ca_topic_score_gemma":0.03525347,"domain_scores_codex":[0.9990101,0.0001392252,0.0001186545,0.0003574605,0.0002142987,0.000160303],"domain_scores_gemma":[0.997757,0.000656256,0.0002106144,0.0005690159,0.0005078618,0.0002992556],"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":[0.00003473014,0.00001402064,0.0003820585,0.0005778202,0.00001585136,0.00001799655,0.00002592232,0.0001469163,0.0001253485,0.0004451377,0.9968014,0.001412827],"study_design_scores_gemma":[0.00008726747,0.000007816217,0.001527049,0.0001793578,0.00001372942,0.00003992338,0.0000737052,0.0001876544,0.0001970284,0.0009375626,0.9967306,0.00001843773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004532621,0.00002821929,0.00005499482,0.00003818801,0.00001131365,0.000005887457,0.9986886,0.000454562,0.0006728863],"genre_scores_gemma":[0.000165037,0.00003340298,0.0002409101,0.00004591881,0.000003119407,0.00004240256,0.9988643,0.0001725079,0.0004324731],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8462823,"threshold_uncertainty_score":0.5142369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122403581641463,"score_gpt":0.2099771924585691,"score_spread":0.1987531566421545,"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."}}