{"id":"W2214765972","doi":"10.13016/m25m6p","title":"Taxonomic revision of Nylanderia (Hymenoptera: Formicidae) in the Nearctic region","year":2013,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hymenoptera; Nearctic ecozone; Taxonomy (biology); Geography; Ecology; Zoology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291972,0.0004274831,0.0004787069,0.002443601,0.001723881,0.00103523,0.001446895,0.000496036,0.002734197],"category_scores_gemma":[0.001267689,0.0001720481,0.0002197775,0.001427136,0.001024808,0.001205975,0.0008049971,0.001276619,0.001172731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001613639,"about_ca_system_score_gemma":0.002629961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03555224,"about_ca_topic_score_gemma":0.06722446,"domain_scores_codex":[0.9994773,0.0001013135,0.0001033108,0.00009299534,0.0001737397,0.00005134329],"domain_scores_gemma":[0.998651,0.00007268256,0.0002516063,0.00008870874,0.0008157691,0.0001204273],"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":[0.0001635841,0.00009029769,0.06289951,0.0010647,0.00005887382,0.001878291,0.01138909,0.0006452414,0.02402665,0.006904326,0.05940815,0.8314713],"study_design_scores_gemma":[0.00001092825,0.0001525003,0.203323,0.000903277,0.0000539205,0.003444421,0.003882528,0.0005413182,0.001431503,0.0007247107,0.7854925,0.00003937053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6404067,0.1208642,0.02731235,0.01776393,0.009459578,0.001225132,0.005510356,0.001715215,0.1757425],"genre_scores_gemma":[0.7600189,0.05784075,0.09226279,0.004053979,0.003166049,0.0007884483,0.01192014,0.0002748854,0.06967408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03555224,"threshold_uncertainty_score":0.07069057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398467404714192,"score_gpt":0.3055260493073112,"score_spread":0.2715413752601693,"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."}}