{"id":"W2964213753","doi":"10.11646/zootaxa.4646.3.1","title":"Description of the larvae of four Japanese Platambus Thomson, 1859 (Coleoptera: Dytiscidae: Agabinae) with phylogenetic considerations","year":2019,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Biology; Dytiscidae; Chaetotaxy; Seta; Subfamily; Instar; Larva; Zoology; Appendage; Anatomy; Botany; Genus","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001104358,0.0001046074,0.0001651424,0.000008282285,0.0001114459,0.00002935555,0.0001310752,0.00006460391,0.0003313257],"category_scores_gemma":[0.00003769958,0.0000366413,0.00007718005,0.0002114056,0.00009448455,0.0001027061,0.00004902271,0.00007254988,0.00001893108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001771062,"about_ca_system_score_gemma":0.00002090538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005902555,"about_ca_topic_score_gemma":0.00407927,"domain_scores_codex":[0.9992069,0.00007198696,0.0002159324,0.0001795401,0.000176916,0.0001487205],"domain_scores_gemma":[0.9994231,0.0001053248,0.0001998869,0.0001081292,0.0001267637,0.00003683455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273227,0.0002185038,0.9083127,0.00004457726,0.0000380516,0.000002850984,0.0002693327,0.0002212636,0.06292317,0.001758793,0.0002524588,0.02583094],"study_design_scores_gemma":[0.0003561969,0.0003595429,0.9826435,0.00006600261,0.00002960955,0.00002002714,0.0003899884,0.0001128355,0.01156549,0.0002194997,0.004099025,0.0001382827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970722,0.00007067892,0.00001132554,0.0003577663,0.0001026611,0.0004027199,0.00007915364,0.00001387733,0.001889606],"genre_scores_gemma":[0.9996726,0.00000650265,0.00007500382,0.00006088998,0.00003918672,0.00001655265,0.00002264766,4.024741e-7,0.0001061955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07433076,"threshold_uncertainty_score":0.3627784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02169108737210176,"score_gpt":0.1928599511479712,"score_spread":0.1711688637758695,"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."}}