{"id":"W4396253568","doi":"10.15468/dl.hh23nr","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Download; Computer science; World Wide Web","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":[0.000946135,0.001947739,0.00159066,0.004671914,0.0009543524,0.002501286,0.002768084,0.00205481,0.149199],"category_scores_gemma":[0.005414416,0.0009310951,0.001109776,0.009674354,0.0004576388,0.002236237,0.002402586,0.002088743,0.209663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552797,"about_ca_system_score_gemma":0.002191343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02001442,"about_ca_topic_score_gemma":0.03498998,"domain_scores_codex":[0.9990128,0.0001357565,0.0001250016,0.0003456556,0.0002183133,0.0001623386],"domain_scores_gemma":[0.9977871,0.0006069767,0.0002224675,0.0005704453,0.0005382038,0.0002747862],"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":[0.00002792309,0.00001195201,0.0003659594,0.0005005618,0.00001421776,0.00001452339,0.00002280718,0.0001318756,0.0001068063,0.0003647879,0.9972246,0.001214085],"study_design_scores_gemma":[0.00008494878,0.000007463658,0.0018191,0.0001684188,0.00001308114,0.000034772,0.00007161256,0.0001607544,0.0001720294,0.0007484724,0.9967027,0.00001661733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004225951,0.00002377592,0.0000409669,0.00003215934,0.00001084493,0.000004994137,0.9989696,0.000307883,0.0005675548],"genre_scores_gemma":[0.0001610147,0.00003085497,0.0001843064,0.0000426509,0.000003497118,0.00004249896,0.9989711,0.0001302311,0.0004337451],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8508011,"threshold_uncertainty_score":0.4991202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01996441822405556,"score_gpt":0.2168608301763518,"score_spread":0.1968964119522962,"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."}}