{"id":"W4407557355","doi":"10.5376/me.2024.15.0006","title":"Developmental Biology and Morphological Evolution in Coleoptera","year":2024,"lang":"en","type":"article","venue":"Molecular Entomology","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Evolutionary biology; Zoology; Developmental biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001411904,0.0001538301,0.00009196433,0.001024241,0.0003190466,0.000454254,0.0001511854,0.0001941558,0.001217966],"category_scores_gemma":[0.0003880071,0.0001060855,0.000159389,0.0005394763,0.000522834,0.0004109328,0.0002629381,0.0002908053,0.0002332036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004774998,"about_ca_system_score_gemma":0.0001760324,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001871579,"about_ca_topic_score_gemma":0.00431001,"domain_scores_codex":[0.9999112,0.00002068043,0.000005963505,0.00002945831,0.00001941857,0.00001331494],"domain_scores_gemma":[0.9997465,0.00005269634,0.0001163017,0.00001266422,0.00003516099,0.0000366665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002498048,0.00005037499,0.3149247,0.0004274281,0.00007808908,0.001193835,0.001672431,0.001550456,0.5144612,0.00722123,0.0006737381,0.1574968],"study_design_scores_gemma":[0.00000193767,0.00003404636,0.9936346,0.00001395793,0.000009659401,0.0006414707,0.0002125,0.0002920582,0.002281466,0.0005055114,0.002365217,0.000007610714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795064,0.009206696,0.00156947,0.0002603717,0.000009997968,0.00001074147,0.0002147793,0.00002914814,0.009192264],"genre_scores_gemma":[0.9930792,0.003141797,0.001781958,0.00007442685,0.00001751416,0.000007792013,0.0001879086,0.000009732876,0.00169947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001871579,"threshold_uncertainty_score":0.004074514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251535425887372,"score_gpt":0.2340034086475369,"score_spread":0.2214880543886632,"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."}}