{"id":"W6912727039","doi":"10.5281/zenodo.7629366","title":"Lasioglossum stictaspis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fern and Epiphyte Biology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Holotype; DNA barcoding; Species complex; Synonym (taxonomy); Taxonomy (biology)","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":[0.000111564,0.0003536725,0.0001965925,0.001206001,0.0006363534,0.0003109788,0.000258954,0.0002766575,0.003788933],"category_scores_gemma":[0.0003842541,0.0001087734,0.000145118,0.0005990703,0.0003523877,0.0005029083,0.000837779,0.0002635761,0.0009114501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000647709,"about_ca_system_score_gemma":0.0003715156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009373005,"about_ca_topic_score_gemma":0.0174077,"domain_scores_codex":[0.9998713,0.000009599004,0.00001263414,0.00003639699,0.00004984704,0.00002022007],"domain_scores_gemma":[0.9998666,0.00001665446,0.00005553494,0.00001047937,0.00003328512,0.00001744512],"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":[0.0007201699,0.00009439234,0.1965601,0.001232687,0.0001154809,0.005505647,0.00368242,0.002149617,0.1579082,0.003582034,0.01194002,0.6165092],"study_design_scores_gemma":[0.00008760786,0.0006990635,0.7825778,0.0005546561,0.0002508565,0.008948784,0.002266057,0.00365168,0.01020123,0.001918843,0.1887838,0.00005957512],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9324799,0.002806336,0.003034985,0.0004198012,0.0001271249,0.00009817533,0.001934528,0.0005276744,0.05857137],"genre_scores_gemma":[0.9924355,0.0005710376,0.001350699,0.000179793,0.00002669504,0.00003293676,0.001079113,0.0000136836,0.004310571],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009373005,"threshold_uncertainty_score":0.01863688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05156052875006379,"score_gpt":0.2327958833002743,"score_spread":0.1812353545502105,"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."}}