{"id":"W4395406859","doi":"10.15468/dl.6oen2o","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":[0.001066229,0.002034994,0.001702477,0.005034274,0.0009758826,0.002596522,0.003073058,0.00205792,0.1550947],"category_scores_gemma":[0.005992378,0.0009575508,0.001190778,0.01074538,0.0004519913,0.002307884,0.002460357,0.002073641,0.199772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001857839,"about_ca_system_score_gemma":0.002711951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02836817,"about_ca_topic_score_gemma":0.0434004,"domain_scores_codex":[0.9989306,0.0001363624,0.0001409349,0.000358433,0.0002489912,0.0001845374],"domain_scores_gemma":[0.9976183,0.0006434473,0.0002272968,0.0005668473,0.000641404,0.0003027496],"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":[0.00003219912,0.0000108004,0.0003153121,0.000543825,0.0000154693,0.0000150895,0.00002112751,0.0001321368,0.0001117674,0.0004139825,0.9971253,0.001262917],"study_design_scores_gemma":[0.00008205792,0.000007053401,0.001690615,0.0001715314,0.00001463113,0.00003278946,0.00005975412,0.0001566432,0.0001935766,0.0007468496,0.9968263,0.00001816675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003007129,0.00002083671,0.00003736683,0.00002988959,0.00000930157,0.0000044615,0.9990057,0.0003182615,0.0005440455],"genre_scores_gemma":[0.0001356416,0.00003065499,0.0001610512,0.00004137408,0.000002859162,0.00003701939,0.9990625,0.0001350543,0.0003939136],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8449053,"threshold_uncertainty_score":0.5188435,"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."}}