{"id":"W4396013486","doi":"10.15468/dl.fm3sjh","title":"Occurrence Download","year":2023,"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":[0.001024505,0.002185914,0.001789205,0.004568011,0.001059409,0.002649762,0.003188316,0.002278827,0.1487276],"category_scores_gemma":[0.005474862,0.0009928042,0.001200494,0.009139449,0.0004928596,0.00229234,0.002707636,0.002305011,0.2184655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001794092,"about_ca_system_score_gemma":0.002415992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02144998,"about_ca_topic_score_gemma":0.0365951,"domain_scores_codex":[0.9990532,0.0001278385,0.0001193627,0.0003316962,0.0002155579,0.0001523632],"domain_scores_gemma":[0.9980173,0.0005541629,0.0001837775,0.00051953,0.0004803241,0.0002449295],"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":[0.00003612817,0.00001410582,0.0003877071,0.0005858123,0.00001736826,0.00001893957,0.00002771592,0.000166454,0.0001401074,0.0004630183,0.996623,0.001519673],"study_design_scores_gemma":[0.00009149132,0.000007624447,0.001590216,0.000186362,0.0000145351,0.00004028612,0.0000732119,0.0002001343,0.0002134176,0.0009083875,0.9966558,0.00001850861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004510378,0.00002862061,0.00005633162,0.00003511889,0.00001049149,0.000005783324,0.9986902,0.0004904056,0.0006380674],"genre_scores_gemma":[0.0001530973,0.00003345743,0.0002407004,0.00004204213,0.00000266999,0.00004060765,0.9989012,0.0001832481,0.0004029662],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8512723,"threshold_uncertainty_score":0.4975435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395259126477966,"score_gpt":0.2195626639075202,"score_spread":0.2056100726427406,"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."}}