{"id":"W4395707634","doi":"10.15468/dl.c23355","title":"Occurrence Download","year":2020,"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":[0.0009211733,0.001840939,0.001415541,0.004860687,0.000820054,0.002303628,0.002600462,0.00179757,0.1480285],"category_scores_gemma":[0.005566643,0.0008228226,0.001050971,0.01030342,0.0004159309,0.002088325,0.002183798,0.001775903,0.1841787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001852512,"about_ca_system_score_gemma":0.002683826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03287008,"about_ca_topic_score_gemma":0.05046047,"domain_scores_codex":[0.9990247,0.0001249342,0.0001282246,0.0003197079,0.0002319506,0.0001703573],"domain_scores_gemma":[0.997686,0.000597539,0.000233885,0.0005575595,0.0006228363,0.0003020322],"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":[0.00003004868,0.000009672956,0.0003548109,0.0004687588,0.00001471907,0.0000141271,0.00001775088,0.0001489818,0.00009635065,0.0003645552,0.9971473,0.001333001],"study_design_scores_gemma":[0.00008091539,0.000008179501,0.002185673,0.0001792388,0.00001469983,0.00003409621,0.00006133263,0.0001944461,0.0001959846,0.0007446793,0.9962831,0.00001772012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003252568,0.00002059435,0.00003139421,0.00002798423,0.000008679682,0.000004408022,0.9990889,0.0002801193,0.0005053924],"genre_scores_gemma":[0.0001483595,0.00002902001,0.000142149,0.00003670629,0.000002961811,0.00003209956,0.9991135,0.00009550567,0.0003997174],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8519715,"threshold_uncertainty_score":0.4952046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244567428099237,"score_gpt":0.2158838858445054,"score_spread":0.1934382115635131,"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."}}