{"id":"W6930682139","doi":"10.5281/zenodo.14548363","title":"Suragina liberiaensis Muller 2024, sp. nov.","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Alberta Museum; Royal Saskatchewan Museum","funders":"","keywords":"Ommatidium; Wing; Holotype; Thorax (insect anatomy); Sternum; Scutellum","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":[0.0002375306,0.0009785071,0.0005939382,0.001672365,0.00124414,0.0008773081,0.0008906145,0.0009011608,0.008970469],"category_scores_gemma":[0.0006798248,0.0003974176,0.0003011502,0.001498593,0.0006300639,0.001402503,0.001061294,0.0009800484,0.004399624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001410755,"about_ca_system_score_gemma":0.0005771852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0151178,"about_ca_topic_score_gemma":0.03537123,"domain_scores_codex":[0.9997448,0.00002224125,0.00003195778,0.00009191898,0.00006101567,0.0000480565],"domain_scores_gemma":[0.999734,0.00004740787,0.0001156601,0.00002888658,0.0000442859,0.00002981167],"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":[0.001206634,0.0002965169,0.08001788,0.002058168,0.0002761705,0.005975574,0.004526434,0.002089498,0.05552482,0.003108439,0.02385475,0.8210651],"study_design_scores_gemma":[0.0002803573,0.0005966834,0.5305573,0.001678449,0.0004650337,0.01477902,0.003441229,0.001563833,0.005535829,0.001454712,0.4395392,0.0001083702],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6413776,0.04335367,0.01085078,0.002458207,0.002417381,0.001972693,0.01450703,0.001582915,0.2814797],"genre_scores_gemma":[0.9095522,0.01061248,0.02235903,0.001334316,0.0004497262,0.0008303836,0.01209292,0.0001048516,0.04266411],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0151178,"threshold_uncertainty_score":0.03005958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039272401389349,"score_gpt":0.2604622037278765,"score_spread":0.230069479713983,"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."}}