{"id":"W6962474471","doi":"10.15468/dl.u3xddd","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Insect Pest Control Strategies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Matching (statistics); Alien; State (computer science); Range (aeronautics); Column (typography)","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":[0.0002423482,0.0002505318,0.0002426588,0.00001571411,0.0006349182,0.0002105079,0.0007113389,0.0002278467,0.1230481],"category_scores_gemma":[0.00008079007,0.0001207609,0.0001731978,0.0003748741,0.0001052328,0.0007062964,0.000413349,0.0003244409,0.04268968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002566072,"about_ca_system_score_gemma":0.00004767826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002758117,"about_ca_topic_score_gemma":0.0002509817,"domain_scores_codex":[0.9985145,0.0001036542,0.0003077569,0.000225145,0.0005352757,0.0003136499],"domain_scores_gemma":[0.9993043,0.00004350879,0.0002695376,0.0001316486,0.0001405833,0.0001104317],"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":[0.00005207762,0.00003174008,0.0003820833,0.00002302597,0.00001523676,0.000002509083,0.00001086807,0.000004257127,0.000001465413,1.380359e-7,0.9956366,0.003839986],"study_design_scores_gemma":[0.0001256175,0.00009925613,0.0006529199,5.194757e-7,0.0000251406,0.000005000245,0.0002404253,3.238938e-8,0.000001130655,0.000001619286,0.9985838,0.0002645587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005747237,0.00002226296,3.508397e-8,0.0002956421,0.0004681745,0.0002865568,0.9928691,0.0001046126,0.0002064169],"genre_scores_gemma":[0.0001159121,0.00004112993,1.093803e-7,0.0005831123,0.000003056409,0.000009328225,0.9992473,1.02257e-9,1.241041e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08035842,"threshold_uncertainty_score":0.9580557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0152246925406877,"score_gpt":0.1945064846110587,"score_spread":0.179281792070371,"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."}}