{"id":"W6962300734","doi":"10.15468/dl.w7pgcs","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); Upload; Data set","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":[0.001202274,0.002019528,0.001683399,0.005434402,0.001078138,0.002824717,0.002990765,0.002087543,0.1844961],"category_scores_gemma":[0.00696911,0.001017903,0.001188255,0.01083728,0.0004806932,0.002408794,0.002703608,0.002063298,0.2476926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001730046,"about_ca_system_score_gemma":0.002611934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02318894,"about_ca_topic_score_gemma":0.03647863,"domain_scores_codex":[0.9987968,0.0001619943,0.0001575553,0.0004201469,0.000271757,0.0001918234],"domain_scores_gemma":[0.9970828,0.0008590705,0.0002640843,0.0007458064,0.0007361441,0.000312181],"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":[0.00002634596,0.00001010459,0.0003313599,0.0005257365,0.00001468708,0.00001412304,0.000024057,0.000110827,0.000110418,0.0003888443,0.9971533,0.0012902],"study_design_scores_gemma":[0.00006400888,0.00000656828,0.001574594,0.0001849207,0.00001406253,0.00003371467,0.00006911901,0.0001244049,0.0001785119,0.000748564,0.9969839,0.00001741367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003218878,0.00002372619,0.00004762713,0.00003227478,0.00001101586,0.000004941113,0.9988443,0.0003599462,0.0006439087],"genre_scores_gemma":[0.0001433579,0.00003257333,0.0002044967,0.00004350665,0.000003302647,0.00004339134,0.998886,0.0001760852,0.0004672716],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8155039,"threshold_uncertainty_score":0.617201,"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."}}