{"id":"W6887199804","doi":"10.15468/dl.wzqcft","title":"Occurrence Download","year":2021,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ornithology; National Museum of Natural History; National museum; Biodiversity; Natural history; Natural (archaeology)","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":["insufficient_payload"],"category_scores_codex":[0.001029306,0.002977211,0.002605001,0.008470433,0.001511596,0.005035566,0.003294794,0.002202829,0.4023374],"category_scores_gemma":[0.008060886,0.0010954,0.002040636,0.01521801,0.0003996497,0.005252452,0.004546326,0.002170665,0.5315377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001832118,"about_ca_system_score_gemma":0.002473158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02115384,"about_ca_topic_score_gemma":0.03557863,"domain_scores_codex":[0.9982505,0.0001789045,0.0002495339,0.000660503,0.0003856896,0.0002747437],"domain_scores_gemma":[0.9965863,0.000820185,0.0002260738,0.000876905,0.001093031,0.0003975543],"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":[0.00003236686,0.000009616025,0.0002475991,0.0004461369,0.00001164309,0.00001457222,0.00001748961,0.00006340599,0.00005804816,0.0003119798,0.9958228,0.002964295],"study_design_scores_gemma":[0.00005362783,0.00001168164,0.00130058,0.0001734555,0.00001309535,0.0000377635,0.00008656197,0.0001839124,0.0001207722,0.001055909,0.9969439,0.00001876252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004269635,0.00004485694,0.00009285139,0.00005608696,0.0000326871,0.00001112895,0.9964848,0.001251344,0.001983523],"genre_scores_gemma":[0.0001532025,0.0000565557,0.0004140699,0.00007307748,0.00001064611,0.00005802645,0.9973232,0.0004101635,0.001501143],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5976626,"threshold_uncertainty_score":0.8524932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878725496536469,"score_gpt":0.2292776369319846,"score_spread":0.2104903819666199,"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."}}