{"id":"W4396392098","doi":"10.15468/dl.h5j7ju","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":[0.0009078195,0.001863729,0.001519672,0.004343694,0.001009592,0.002900589,0.002732988,0.001913935,0.1869012],"category_scores_gemma":[0.006035358,0.0009028242,0.001283318,0.008515928,0.0004031397,0.002530103,0.002646301,0.001944352,0.2695766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001511179,"about_ca_system_score_gemma":0.00229045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02021453,"about_ca_topic_score_gemma":0.03180969,"domain_scores_codex":[0.9989738,0.0001274496,0.0001300414,0.0003720612,0.0002173637,0.0001792682],"domain_scores_gemma":[0.9977016,0.0006078497,0.0001890129,0.0006222393,0.0006284469,0.0002509352],"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":[0.00002833829,0.00000971657,0.0003885012,0.0004519082,0.00001327882,0.00001495872,0.00002330264,0.000122312,0.000102557,0.0003724435,0.99681,0.001662749],"study_design_scores_gemma":[0.00006010352,0.000006691167,0.001587144,0.0001507718,0.00001124915,0.00003158061,0.00007219207,0.0001875463,0.0001723448,0.0007994585,0.9969056,0.00001531562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004420071,0.00002643459,0.00006147111,0.00004290605,0.00001520432,0.000006301422,0.9983221,0.0006395262,0.0008418306],"genre_scores_gemma":[0.0001879604,0.00003575814,0.0002502562,0.0000535003,0.000004527309,0.00004729407,0.9985628,0.0002318433,0.0006260906],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8130988,"threshold_uncertainty_score":0.6252468,"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."}}