{"id":"W6931585265","doi":"10.5281/zenodo.7629517","title":"Fig. 78. Mesoscutum pubescence. A 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":"Advanced Clustering Algorithms Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Nearctic ecozone; Dorsum; Species complex; Scale (ratio)","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":[0.0001987151,0.0007475131,0.0002585901,0.002753978,0.001045493,0.0005970798,0.0005985187,0.000500577,0.04535138],"category_scores_gemma":[0.0005435036,0.0002939364,0.0003863111,0.001329685,0.001007264,0.0006813493,0.0008384706,0.000766685,0.01189658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004994593,"about_ca_system_score_gemma":0.0004170627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006392689,"about_ca_topic_score_gemma":0.01298002,"domain_scores_codex":[0.999841,0.00002868405,0.00001128707,0.00003912678,0.00005927455,0.00002065826],"domain_scores_gemma":[0.9997546,0.00003734812,0.00007116701,0.00003568966,0.00006122647,0.00003993082],"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":[0.0007422927,0.00008039492,0.02545008,0.001931095,0.0001038944,0.003105409,0.001156325,0.001053803,0.04229917,0.01198498,0.1544439,0.7576486],"study_design_scores_gemma":[0.00005575233,0.0001181579,0.15163,0.0004002551,0.00006309192,0.007208688,0.0006192536,0.0006338889,0.002499887,0.001396698,0.8353438,0.00003044114],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1612625,0.03438506,0.03523339,0.003456079,0.006151904,0.00244024,0.04294228,0.006747877,0.7073807],"genre_scores_gemma":[0.7860374,0.008541777,0.03691195,0.0007304769,0.001248811,0.00044005,0.02187039,0.0006682571,0.1435509],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04535138,"threshold_uncertainty_score":0.1517155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04716349607864643,"score_gpt":0.260761916863621,"score_spread":0.2135984207849746,"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."}}