{"id":"W6929904520","doi":"10.5281/zenodo.10566520","title":"FIGURE 10 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":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Species complex; Taxonomy (biology); Taxon; 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":[0.0005678699,0.0005071727,0.0002025046,0.002438719,0.002396161,0.0009130704,0.000814492,0.0007352687,0.1085498],"category_scores_gemma":[0.001029414,0.0002275305,0.0002039754,0.001954771,0.0005688087,0.001010655,0.001488385,0.0007492907,0.01789057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152033,"about_ca_system_score_gemma":0.000944566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944128,"about_ca_topic_score_gemma":0.09124731,"domain_scores_codex":[0.999564,0.00008615414,0.00003901952,0.0001009169,0.0001037698,0.0001062139],"domain_scores_gemma":[0.9993166,0.00008097775,0.0001360734,0.00006855212,0.0002677509,0.0001300563],"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":[0.0002330688,0.0001056786,0.1173762,0.0005307372,0.00003218358,0.0012291,0.004249742,0.0001913947,0.006690701,0.01254051,0.6472595,0.2095612],"study_design_scores_gemma":[0.00003066567,0.00005711562,0.1842936,0.0003163861,0.00004498642,0.003008115,0.005340413,0.000387922,0.001242211,0.0023065,0.8029463,0.00002583124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2296211,0.004541054,0.02351166,0.009381954,0.00435346,0.002649183,0.07347047,0.003978393,0.6484928],"genre_scores_gemma":[0.5449256,0.002204164,0.08160974,0.003331973,0.0005083366,0.002974348,0.06177029,0.001410816,0.3012647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1085498,"threshold_uncertainty_score":0.3631354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02816696251333317,"score_gpt":0.2240494315000706,"score_spread":0.1958824689867374,"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."}}