{"id":"W6925119883","doi":"10.15468/dl.wnebwh","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Fluid Dynamics Simulations and Interactions","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Data set","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008412225,0.0002040359,0.0001660736,0.0001158701,0.0002956419,0.0001034964,0.0003139469,0.0001536658,0.05999292],"category_scores_gemma":[0.00003308399,0.0002439445,0.0001196202,0.0002935965,0.00004416264,0.0008289219,0.0001677397,0.000360468,0.05348209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006165456,"about_ca_system_score_gemma":0.00004419319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001828238,"about_ca_topic_score_gemma":0.00001369807,"domain_scores_codex":[0.9990914,0.00002159502,0.0003011347,0.0001128488,0.0002804531,0.0001925597],"domain_scores_gemma":[0.9993668,0.0000162119,0.00007070282,0.0003683562,0.00009344923,0.00008453163],"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":[0.000006095809,0.00001414857,0.00006985934,0.00007416544,0.00003131818,7.232915e-7,0.00001916236,0.02400481,3.859286e-8,1.603829e-7,0.9753811,0.0003983971],"study_design_scores_gemma":[0.0001328984,0.00001504023,0.00002050429,7.340298e-7,0.00002881552,0.000003801159,0.00007089715,0.0001401113,2.675355e-7,4.510572e-7,0.9993577,0.0002287509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002301798,0.00001939058,0.00003213976,0.00002240641,0.001355489,0.0001781095,0.9975464,0.0002223756,0.0003935172],"genre_scores_gemma":[0.00002730404,0.00009076235,0.000001308217,0.00009630101,9.200626e-7,0.000007430209,0.9997758,1.969008e-8,1.443824e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02397661,"threshold_uncertainty_score":0.9947768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009548439551235974,"score_gpt":0.2050037478592977,"score_spread":0.1954553083080617,"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."}}