{"id":"W4306638060","doi":"10.11646/zootaxa.5196.1.7","title":"Description and chaetotaxic analysis of the larval instars of Hydrocanthus debilis Sharp, 1882 (Coleoptera: Noteridae)","year":2022,"lang":"en","type":"article","venue":"Zootaxa","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Biology; Appendage; Instar; Seta; Larva; Zoology; Genus; Anatomy; Dorsum; Botany","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":[0.0001705413,0.00008075021,0.0001893886,0.00002582857,0.0002189463,0.00001566391,0.0001752822,0.00003049786,0.0004821933],"category_scores_gemma":[0.00002981198,0.00003342939,0.00015361,0.0008447396,0.00007624875,0.00007407767,0.0001837436,0.00007598406,5.83903e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003513031,"about_ca_system_score_gemma":0.000009379552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212873,"about_ca_topic_score_gemma":0.006792013,"domain_scores_codex":[0.9992066,0.00007950062,0.0002187152,0.0001788976,0.000192481,0.0001237931],"domain_scores_gemma":[0.9996064,0.00006418498,0.0001845775,0.00007581639,0.00003501401,0.00003399065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650082,0.0002844208,0.7901226,0.00001719344,0.0001985742,0.000001922547,0.0003683699,0.0003019713,0.0281876,0.0005621887,0.00004355503,0.1797465],"study_design_scores_gemma":[0.0001335578,0.0002411369,0.985175,0.000007605528,0.0001875,0.000002785645,0.0003872382,0.001247421,0.002077976,0.00004792911,0.01039247,0.00009942491],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987316,0.000106643,0.000009453039,0.000250972,0.00007854715,0.0001499539,0.0003226263,0.00001057025,0.0003396053],"genre_scores_gemma":[0.9997683,0.00001172793,0.00001242593,0.00007366309,0.00002022973,0.00002425901,0.00006376862,2.174602e-7,0.00002543715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1950523,"threshold_uncertainty_score":0.5279679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01674334574887387,"score_gpt":0.1932330046904031,"score_spread":0.1764896589415293,"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."}}