{"id":"W6969211375","doi":"10.5281/zenodo.7629456","title":"Fig. 49 in Revision of the Nearctic species of the Lasioglossum (Dialictus) gemmatum species complex (Hymenoptera: Halictidae)","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nearctic ecozone; Species complex; Taxonomy (biology); Scale (ratio); Dorsum","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184885,0.0008700904,0.0004143983,0.003996596,0.001345181,0.0008672482,0.001024307,0.0006949238,0.06517261],"category_scores_gemma":[0.001106418,0.0002976916,0.0004213618,0.002471124,0.00135201,0.001163947,0.0007662044,0.001327005,0.02352651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392591,"about_ca_system_score_gemma":0.001088546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02105665,"about_ca_topic_score_gemma":0.04340733,"domain_scores_codex":[0.9997035,0.00005347838,0.00003664388,0.00007839192,0.00008490701,0.00004318846],"domain_scores_gemma":[0.9995746,0.00005319342,0.00005576037,0.00005773634,0.0002065907,0.00005206273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003784523,0.00005975794,0.006725093,0.001381916,0.00004134672,0.0004902388,0.001249712,0.0004201432,0.00566502,0.008797829,0.4733625,0.5014279],"study_design_scores_gemma":[0.00001298426,0.00003215782,0.01147068,0.0001635225,0.00002363385,0.0004294656,0.0002089469,0.00009297138,0.0002915719,0.0003885781,0.9868761,0.000009300769],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04383916,0.02698428,0.01793886,0.004573462,0.02297345,0.001608336,0.04277623,0.00464883,0.8346575],"genre_scores_gemma":[0.2332701,0.02038736,0.05057328,0.002303263,0.004785447,0.001465947,0.07070229,0.002358622,0.6141537],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06517261,"threshold_uncertainty_score":0.2180241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07006193850108397,"score_gpt":0.2805830502391393,"score_spread":0.2105211117380553,"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."}}