{"id":"W4395777003","doi":"10.15468/dl.ckqsfk","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":[0.001049091,0.001937706,0.001592189,0.004676146,0.001002981,0.002618696,0.002860827,0.00207029,0.177459],"category_scores_gemma":[0.006112602,0.0009599787,0.001134752,0.009173574,0.0004480065,0.002312753,0.002434476,0.002103152,0.2328219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001673975,"about_ca_system_score_gemma":0.002327582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02330361,"about_ca_topic_score_gemma":0.03857063,"domain_scores_codex":[0.9989518,0.000141591,0.0001351045,0.0003625138,0.0002412253,0.0001675949],"domain_scores_gemma":[0.9975199,0.0007175915,0.000233576,0.0006176985,0.0006193797,0.0002918021],"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":[0.00002466497,0.00001011231,0.0003078219,0.0004138071,0.00001213889,0.00001280509,0.00002011591,0.0001073281,0.00008410913,0.0003369453,0.9975482,0.00112187],"study_design_scores_gemma":[0.00008058718,0.000006863557,0.001797992,0.0001708427,0.00001298705,0.00003310217,0.0000657292,0.0001644843,0.0001700088,0.0007510599,0.99673,0.00001649097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000345883,0.00001968002,0.00004217965,0.00003261732,0.00000993914,0.000004748833,0.9989102,0.0003354916,0.0006106502],"genre_scores_gemma":[0.000150375,0.00002799122,0.0001869788,0.00004273728,0.000003315594,0.00004138819,0.9989126,0.0001604476,0.000474166],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.822541,"threshold_uncertainty_score":0.5936596,"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."}}