{"id":"W6930026354","doi":"10.5281/zenodo.10094805","title":"FIGURE 161 in Revision of the metallic species of Lasioglossum (Dialictus) in Canada (Hymenoptera, Halictidae, Halictini) 2591","year":2010,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metal; Scale (ratio); Proterozoic; Dorsum","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":[],"consensus_categories":[],"category_scores_codex":[0.0004384341,0.0008557559,0.0005546458,0.004855385,0.00252662,0.001167326,0.00152653,0.0008173683,0.04334092],"category_scores_gemma":[0.00130956,0.0003547683,0.0004266575,0.003260385,0.002005601,0.0009979103,0.0008559773,0.001544845,0.01780554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005485967,"about_ca_system_score_gemma":0.006120116,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4375253,"about_ca_topic_score_gemma":0.6763812,"domain_scores_codex":[0.999605,0.00002488208,0.0000331723,0.00007928146,0.0001899183,0.00006776649],"domain_scores_gemma":[0.999068,0.00004626871,0.00006636314,0.00008384536,0.0006370779,0.00009856716],"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":[0.0002403118,0.0000424164,0.006241858,0.001464699,0.00005039086,0.001098042,0.001969557,0.0004538223,0.008351163,0.006782807,0.649411,0.323894],"study_design_scores_gemma":[0.000004874522,0.00001161402,0.01009449,0.000134009,0.00002130367,0.0004777269,0.0002528548,0.00006846396,0.0004753709,0.0001733975,0.9882751,0.00001100535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05422775,0.03397319,0.01413492,0.009963411,0.05225208,0.001039909,0.05275505,0.005587331,0.7760664],"genre_scores_gemma":[0.1990261,0.02756377,0.03864604,0.002573572,0.00513489,0.0004108031,0.05281976,0.002338883,0.6714863],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5624747,"threshold_uncertainty_score":0.8699572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01150758133753239,"score_gpt":0.2215658761530058,"score_spread":0.2100582948154734,"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."}}