{"id":"W2999384635","doi":"10.11646/zootaxa.4718.3.11","title":"Re-description of larvae of Chostonectes nebulosus (Macleay, 1871) (Coleoptera: Dytiscidae, Hydroporinae, Hydroporini, Sternopriscina) with an identification key to the known larvae of Chostonectes Sharp, 1882","year":2020,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Biology; Dytiscidae; Instar; Larva; Appendage; Identification key; Chaetotaxy; Key (lock); Zoology; Identification (biology); Ecology; Taxonomy (biology); Seta; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001031839,0.0005918005,0.0002949141,0.001923939,0.0007426943,0.0002793214,0.0004969882,0.0003861142,0.01020238],"category_scores_gemma":[0.0004033698,0.0001899022,0.0002954975,0.000532157,0.0006154317,0.000719543,0.0007968749,0.000782998,0.002773526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006202186,"about_ca_system_score_gemma":0.0009023542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01466272,"about_ca_topic_score_gemma":0.03869982,"domain_scores_codex":[0.999867,0.00001139275,0.00001874882,0.00002791222,0.00005527669,0.00001966526],"domain_scores_gemma":[0.9998235,0.00002108695,0.00005413487,0.0000234842,0.00005061024,0.00002714614],"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":[0.0007128004,0.0002244029,0.120883,0.002831247,0.0001402449,0.009533421,0.00726787,0.0006817727,0.1534814,0.006656175,0.06797578,0.629612],"study_design_scores_gemma":[0.00002502337,0.0003578133,0.6240236,0.0005165545,0.00008131492,0.008802891,0.001340824,0.0003974735,0.004066861,0.0005140175,0.3598396,0.00003420537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7567431,0.02706345,0.007761188,0.00255666,0.002638089,0.001571551,0.009209241,0.0006266002,0.1918301],"genre_scores_gemma":[0.908565,0.008743714,0.0128494,0.00180524,0.0003830837,0.0005467863,0.007636406,0.00008901261,0.05938129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01466272,"threshold_uncertainty_score":0.03413033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709837579640574,"score_gpt":0.2282354283909365,"score_spread":0.2011370525945308,"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."}}