{"id":"W6905770785","doi":"10.15468/dl.nhxbfq","title":"Occurrence Download","year":2023,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Range (aeronautics); Alien","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":[0.00103717,0.001936286,0.001557557,0.004566675,0.0009960249,0.00248529,0.002772144,0.002117174,0.14473],"category_scores_gemma":[0.005940743,0.0008889575,0.001244937,0.009051568,0.0004419976,0.002354796,0.002441492,0.002099066,0.2140107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00161523,"about_ca_system_score_gemma":0.002352377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02253248,"about_ca_topic_score_gemma":0.03875636,"domain_scores_codex":[0.9988739,0.0001680331,0.0001394164,0.0003946596,0.0002484638,0.0001754476],"domain_scores_gemma":[0.9973102,0.0007841174,0.0002377506,0.0007213068,0.0006582792,0.00028836],"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":[0.00002962959,0.00001270545,0.000371855,0.0004781901,0.00001385541,0.00001342243,0.00002138695,0.0001320085,0.0001050798,0.0003600222,0.9971011,0.001360673],"study_design_scores_gemma":[0.00007385084,0.000009217038,0.001959466,0.0001891079,0.00001387778,0.00003342945,0.00007262744,0.0001693612,0.000191566,0.0008439465,0.9964252,0.00001840211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004249475,0.00002473938,0.00004335512,0.00003754031,0.00001162499,0.000005333699,0.9988683,0.0003587937,0.0006078576],"genre_scores_gemma":[0.0001502015,0.00002981363,0.0001908492,0.00004269485,0.000003297886,0.00003989771,0.9989666,0.0001298591,0.0004467993],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.85527,"threshold_uncertainty_score":0.4841701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02365312271414112,"score_gpt":0.2392044605254057,"score_spread":0.2155513378112646,"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."}}