{"id":"W4395810218","doi":"10.15468/dl.bj8dnd","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":[0.001037104,0.001901216,0.001540575,0.004646616,0.0009643794,0.002585058,0.002814915,0.002064315,0.1621232],"category_scores_gemma":[0.006167992,0.0009453087,0.001126826,0.008977767,0.000441136,0.002230161,0.00239818,0.002047399,0.2108002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001689942,"about_ca_system_score_gemma":0.002338391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02420025,"about_ca_topic_score_gemma":0.03868249,"domain_scores_codex":[0.9989461,0.0001412469,0.0001367849,0.0003678215,0.0002404221,0.0001676016],"domain_scores_gemma":[0.9974807,0.0007363642,0.000238096,0.0006224979,0.0006284642,0.0002940124],"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":[0.00002696479,0.00001100415,0.0003595856,0.0004466773,0.00001319988,0.00001418907,0.00002117276,0.0001175271,0.00009322387,0.0003583274,0.9973595,0.001178664],"study_design_scores_gemma":[0.00008534346,0.000007398899,0.001916456,0.0001758779,0.00001382772,0.00003562884,0.00006980732,0.0001836078,0.0001822001,0.0007646218,0.9965481,0.00001712703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003695896,0.00002031532,0.00004173749,0.00003443502,0.000009752422,0.000004960769,0.9989415,0.0003404869,0.0005699243],"genre_scores_gemma":[0.0001611266,0.00002870509,0.0001877299,0.00004381481,0.000003183902,0.00004170357,0.9989429,0.0001509073,0.0004399787],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8378769,"threshold_uncertainty_score":0.542356,"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."}}