{"id":"W4396017948","doi":"10.15468/dl.fsyhj9","title":"Occurrence Download","year":2022,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","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":[0.000975427,0.002193128,0.001740438,0.005032782,0.0009860562,0.002692532,0.002974193,0.002213625,0.1494149],"category_scores_gemma":[0.005305316,0.0009401118,0.001108804,0.009474793,0.0004663839,0.002366648,0.002615135,0.002117318,0.2183738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001604607,"about_ca_system_score_gemma":0.002182354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0175774,"about_ca_topic_score_gemma":0.03035815,"domain_scores_codex":[0.9990724,0.0001226902,0.0001122752,0.0003359386,0.0002048107,0.00015173],"domain_scores_gemma":[0.9979885,0.0005656901,0.0001949192,0.0005190148,0.0004613302,0.0002705824],"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":[0.00003733848,0.00001421503,0.0004178277,0.0006385096,0.00001796271,0.00001967907,0.00002485503,0.0001664599,0.0001413707,0.0004467772,0.9965366,0.001538378],"study_design_scores_gemma":[0.00008889426,0.000007982694,0.001595416,0.0001801736,0.0000145221,0.00004039486,0.00006360376,0.0001826178,0.0002058089,0.0008417948,0.9967609,0.00001801491],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0000455965,0.00002908055,0.00004427024,0.00003130065,0.000009973728,0.000005031259,0.998828,0.0004033703,0.0006033816],"genre_scores_gemma":[0.0001677323,0.0000348531,0.0002015501,0.0000398096,0.000003109896,0.00003638718,0.9989654,0.0001458902,0.0004052642],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8505851,"threshold_uncertainty_score":0.4998426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01080974318076847,"score_gpt":0.2113355456869276,"score_spread":0.2005258025061591,"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."}}