{"id":"W6948858868","doi":"10.5281/zenodo.10566506","title":"FIGURE 5 in A problematic species complex for Lasioglossum subgeneric diagnostics in North America (Hymenoptera: Halictidae)","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Taxonomy (biology); Dorsum; DNA barcoding","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":[0.0004485716,0.0004077445,0.0002039296,0.001873664,0.002312755,0.001007722,0.0007165249,0.00072792,0.06310144],"category_scores_gemma":[0.0009162945,0.0001907584,0.0002099924,0.001321548,0.0006442374,0.0007755344,0.001164518,0.0005806531,0.01010498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005430567,"about_ca_system_score_gemma":0.0008941738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591594,"about_ca_topic_score_gemma":0.06803036,"domain_scores_codex":[0.9996299,0.00005929403,0.00002511376,0.0001034812,0.0001143803,0.00006775233],"domain_scores_gemma":[0.9995827,0.00006278201,0.0000874477,0.00004384805,0.0001497673,0.00007341347],"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":[0.0003471619,0.0001182144,0.1414468,0.0009241421,0.00006839871,0.00314799,0.00587542,0.0003287314,0.02832206,0.02171404,0.4533279,0.3443791],"study_design_scores_gemma":[0.00002598546,0.00006065082,0.1860511,0.0003137731,0.00008834789,0.005119164,0.004927899,0.0005219667,0.002852198,0.00292812,0.7970783,0.00003260861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3688112,0.006576119,0.04693457,0.008803187,0.004996309,0.001863668,0.04082326,0.004668353,0.5165234],"genre_scores_gemma":[0.7026581,0.001908936,0.1106194,0.002662732,0.0004070465,0.001260937,0.0329748,0.0009354649,0.1465726],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06310144,"threshold_uncertainty_score":0.2110953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02303979466663721,"score_gpt":0.2543580893287986,"score_spread":0.2313182946621613,"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."}}