{"id":"W4396403064","doi":"10.15468/dl.jkx6cn","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Berberine and alkaloids research","field":"Medicine","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":[0.001007417,0.00206561,0.001621282,0.004699489,0.0009616636,0.002606093,0.002878262,0.002245757,0.1287105],"category_scores_gemma":[0.005482253,0.0008200505,0.001212642,0.008722971,0.0004559337,0.002123238,0.002333747,0.002074801,0.1960747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001702046,"about_ca_system_score_gemma":0.002491962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02135837,"about_ca_topic_score_gemma":0.03604565,"domain_scores_codex":[0.9990138,0.0001397911,0.0001306436,0.0003383221,0.0002251031,0.0001523962],"domain_scores_gemma":[0.9977987,0.000621648,0.0002174941,0.0005317415,0.0005577467,0.0002727121],"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":[0.00003921231,0.0000145683,0.0004081538,0.0005866263,0.00001719198,0.00001876226,0.00002344457,0.0001368845,0.0001344896,0.0003869651,0.9966592,0.001574585],"study_design_scores_gemma":[0.00007976477,0.000009177853,0.001694002,0.0001893491,0.00001516758,0.0000389247,0.00006406474,0.0001627741,0.0002068791,0.0006853007,0.9968383,0.00001631461],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004465107,0.00003498702,0.00004124676,0.00004146958,0.0000117817,0.0000056381,0.9988457,0.0003640532,0.0006105081],"genre_scores_gemma":[0.0001447747,0.00003959858,0.0001823631,0.00004513756,0.000003372073,0.00003524333,0.9990131,0.000112839,0.0004235623],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8712895,"threshold_uncertainty_score":0.4305795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02482994291966382,"score_gpt":0.2706754708380348,"score_spread":0.245845527918371,"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."}}