{"id":"W4395874195","doi":"10.15468/dl.9hrj38","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":[0.001086307,0.001920242,0.001680897,0.005076055,0.001019116,0.002738224,0.002838318,0.001889724,0.2018488],"category_scores_gemma":[0.006138269,0.0009144377,0.001038679,0.01027453,0.0004664982,0.002365505,0.002722548,0.002075899,0.2611708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001569306,"about_ca_system_score_gemma":0.002400739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01959307,"about_ca_topic_score_gemma":0.03427209,"domain_scores_codex":[0.9990333,0.0001386705,0.000124171,0.0003358912,0.0002129582,0.0001550179],"domain_scores_gemma":[0.9976823,0.000662516,0.0002031604,0.0005746994,0.0005866584,0.0002905749],"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":[0.00003035192,0.00001013476,0.0003294609,0.0005040057,0.00001405631,0.00001454619,0.00002278415,0.0001160888,0.0001070819,0.0004173348,0.9969969,0.001437222],"study_design_scores_gemma":[0.00007081638,0.000005863943,0.001315062,0.0001848273,0.00001253561,0.00002995779,0.00006246706,0.000128157,0.0001743447,0.0008990386,0.9971011,0.00001569053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003223846,0.00002228759,0.00004681417,0.00002922647,0.000008836413,0.00000495823,0.9988235,0.0003644584,0.0006677439],"genre_scores_gemma":[0.0001506678,0.00003306622,0.0002177497,0.00004315264,0.000003028757,0.00004224549,0.9988002,0.0001937634,0.0005162061],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7981511,"threshold_uncertainty_score":0.6752517,"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."}}