{"id":"W6931018691","doi":"10.5281/zenodo.15836687","title":"Fig. 3 in New and little-known Canadian LasIOGLOssum (DIaLICTus) (Hymenoptera: Halictidae) and an emended key to species","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Key (lock); Taxonomy (biology); Scale (ratio); Habitus","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":[0.00009441606,0.0005023889,0.0001699805,0.00261764,0.001970086,0.0007440201,0.0005650812,0.0002930502,0.07174224],"category_scores_gemma":[0.0002156081,0.0001765945,0.0003206686,0.002961481,0.0007575123,0.000473741,0.0006942297,0.000602728,0.01797352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740594,"about_ca_system_score_gemma":0.002178351,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4888249,"about_ca_topic_score_gemma":0.8336195,"domain_scores_codex":[0.9998789,0.000005489,0.000004230586,0.00004238576,0.00003841972,0.0000306962],"domain_scores_gemma":[0.9998908,0.000009048757,0.00001622468,0.00001182589,0.0000449955,0.00002713171],"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":[0.0004193084,0.00006120499,0.04586327,0.001139977,0.00007255725,0.001115315,0.003821165,0.0005397272,0.04092209,0.007636017,0.4654993,0.43291],"study_design_scores_gemma":[0.00002078943,0.00002264601,0.165951,0.0001196053,0.00005997789,0.0007370656,0.001308272,0.0001824947,0.001761592,0.0005245089,0.8292847,0.00002742536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.1926944,0.007303609,0.009923859,0.001930885,0.001281001,0.0005960377,0.143756,0.003995311,0.638519],"genre_scores_gemma":[0.4694802,0.004745189,0.02962808,0.0009461578,0.0001585434,0.0003640906,0.08725502,0.001217131,0.4062056],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.5111751,"threshold_uncertainty_score":0.9719592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04116046821609008,"score_gpt":0.2746834689890475,"score_spread":0.2335230007729574,"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."}}