{"id":"W6924589562","doi":"10.15468/dl.nr79cx","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Biodiesel Production and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); State (computer science)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001286532,0.000216904,0.0001734809,0.00007736167,0.000331001,0.00008164395,0.0004028284,0.0001748072,0.04947775],"category_scores_gemma":[0.00002562312,0.0002538709,0.00009793459,0.0003683207,0.00008894911,0.0004649724,0.0001897855,0.000378847,0.09769055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003657445,"about_ca_system_score_gemma":0.00004175424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006309,"about_ca_topic_score_gemma":0.000004601603,"domain_scores_codex":[0.9990183,0.0000228161,0.0002815511,0.000157402,0.0003110821,0.0002088946],"domain_scores_gemma":[0.9992462,0.000006977955,0.00008332761,0.0004788759,0.00008166715,0.0001029623],"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":[0.000005247085,0.00001508507,0.00003977402,0.0001304503,0.00002500583,3.054824e-7,0.00002253295,0.0003165099,6.901097e-8,1.414207e-7,0.9981847,0.001260213],"study_design_scores_gemma":[0.0001238738,0.000009005244,0.0000159956,3.908052e-7,0.00002619241,0.000004262356,0.0001098415,8.693449e-7,0.00000327788,6.637388e-7,0.9994602,0.0002454072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00005883248,0.00004643288,0.000009029135,0.0001415641,0.000875325,0.0002616571,0.9979376,0.0003764795,0.0002931023],"genre_scores_gemma":[0.000007821868,0.0002050721,0.000001196221,0.0001994158,0.000001748281,0.00002019017,0.9995644,1.741578e-8,1.511611e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0482128,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01359008717675149,"score_gpt":0.2013191230823142,"score_spread":0.1877290359055627,"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."}}