{"id":"W6887041274","doi":"10.15468/dl.pwuug3","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":[0.0009844009,0.001929617,0.00157255,0.005157749,0.0009934822,0.002624533,0.002776434,0.001999871,0.1636093],"category_scores_gemma":[0.005743122,0.0009151633,0.001136957,0.01033035,0.0004380682,0.002417652,0.002548279,0.001981428,0.226099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510438,"about_ca_system_score_gemma":0.002183096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01925743,"about_ca_topic_score_gemma":0.03377805,"domain_scores_codex":[0.9989888,0.000137205,0.0001254292,0.0003573785,0.0002247371,0.000166457],"domain_scores_gemma":[0.9975935,0.0006740055,0.0002331143,0.0006456635,0.0005667143,0.0002870745],"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":[0.00002692917,0.00001099822,0.0003583697,0.0005224007,0.00001410154,0.00001425757,0.00002414811,0.0001155137,0.0001117812,0.0003876473,0.9969903,0.001423522],"study_design_scores_gemma":[0.00006013326,0.000007056005,0.001703384,0.0001748038,0.0000123993,0.00003316231,0.00006874459,0.000126611,0.0001683662,0.000710793,0.9969187,0.00001601629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004212887,0.00002690927,0.00004538799,0.00003300419,0.00001157298,0.000004888519,0.9988213,0.0003420552,0.0006726831],"genre_scores_gemma":[0.0001582138,0.00003367019,0.000196013,0.00004149572,0.000003403582,0.00004028222,0.998882,0.0001472677,0.0004976511],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8363907,"threshold_uncertainty_score":0.5473275,"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."}}