{"id":"W6962370406","doi":"10.15468/dl.z6grwc","title":"Occurrence Download","year":2022,"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); R package","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":[0.001135916,0.002268676,0.001900983,0.005398357,0.001383284,0.003835171,0.00345883,0.002547578,0.2170378],"category_scores_gemma":[0.008144284,0.001196907,0.001646242,0.01027887,0.0004507508,0.00414007,0.00373806,0.002610566,0.3237443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002089581,"about_ca_system_score_gemma":0.002860235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02228212,"about_ca_topic_score_gemma":0.03606251,"domain_scores_codex":[0.9985372,0.0001719502,0.0001988346,0.0005266753,0.0003340732,0.0002312215],"domain_scores_gemma":[0.9966674,0.0008150577,0.0002478036,0.001008226,0.0009323799,0.0003290394],"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":[0.00003554532,0.00001252185,0.0003511278,0.0005114783,0.00001392196,0.00001721231,0.00002675949,0.0001061338,0.0001070069,0.0004800957,0.995887,0.002451264],"study_design_scores_gemma":[0.00004686575,0.000007086212,0.001036062,0.0001618801,0.00001013703,0.00003268573,0.00007304089,0.0001516184,0.0001692428,0.0008024563,0.9974924,0.00001644244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004753972,0.00003639298,0.00009624862,0.00006095821,0.00002260922,0.000008510554,0.9974506,0.001146408,0.001130649],"genre_scores_gemma":[0.0001773305,0.00005088648,0.0004146027,0.00007921487,0.000005570112,0.00005247351,0.9979552,0.0004135566,0.0008511757],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7829621,"threshold_uncertainty_score":0.7260639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01850871640220096,"score_gpt":0.2277224731265546,"score_spread":0.2092137567243537,"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."}}