{"id":"W6943327117","doi":"10.15468/dl.kd5wyw","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); Software","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":[0.001123397,0.00207151,0.001685168,0.005259368,0.001099801,0.002837632,0.003076554,0.002262653,0.1639902],"category_scores_gemma":[0.006740104,0.0009931873,0.001241703,0.01007711,0.0004851049,0.0026027,0.002721051,0.002160296,0.2306533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170331,"about_ca_system_score_gemma":0.002497089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02241323,"about_ca_topic_score_gemma":0.03706812,"domain_scores_codex":[0.9987702,0.0001698819,0.000165859,0.0004307017,0.0002707985,0.0001925883],"domain_scores_gemma":[0.9971155,0.0008248504,0.0002618634,0.0007762199,0.0007067003,0.0003149447],"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":[0.00002826625,0.00001118586,0.0003427972,0.0005228888,0.00001445417,0.00001508924,0.00002374113,0.0001153489,0.0001089946,0.0003876364,0.9971656,0.001263994],"study_design_scores_gemma":[0.00007002708,0.000007581491,0.001639204,0.0001867385,0.00001380019,0.00003753832,0.00007403828,0.0001385159,0.000173442,0.0007659828,0.9968749,0.00001813115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003589258,0.00002457762,0.00004539043,0.00003692173,0.00001206154,0.000005078344,0.9988713,0.0003670505,0.0006016647],"genre_scores_gemma":[0.000141113,0.00003102135,0.0001932748,0.00004352777,0.000003304375,0.00003861863,0.9989638,0.0001476447,0.0004376563],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8360098,"threshold_uncertainty_score":0.5486018,"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."}}