{"id":"W6967730853","doi":"10.5281/zenodo.14550315","title":"Suragina zombaensis 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":"Holotype; Scutellum; Thorax (insect anatomy); Dorsum; Paratype","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":[0.000187411,0.001138995,0.0005750391,0.001872384,0.001453947,0.0008004108,0.0008570652,0.00114273,0.008235101],"category_scores_gemma":[0.0007755994,0.000485846,0.0002672593,0.001592092,0.0006241882,0.001449496,0.000960924,0.0007767658,0.004671242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007129,"about_ca_system_score_gemma":0.000440806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0292583,"about_ca_topic_score_gemma":0.04981773,"domain_scores_codex":[0.9997811,0.00002217648,0.00002483426,0.00007834471,0.00004959442,0.00004406966],"domain_scores_gemma":[0.9996864,0.00005343927,0.000139891,0.00003294267,0.0000498113,0.00003757962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00119747,0.0002988926,0.1112827,0.002849271,0.0003154281,0.00801453,0.006404987,0.002791259,0.05905651,0.003569188,0.03544306,0.7687767],"study_design_scores_gemma":[0.000189748,0.0003873864,0.545972,0.001493314,0.0003933732,0.01293481,0.003235536,0.001339097,0.004436594,0.001219195,0.428293,0.0001058732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.689322,0.06331494,0.0106481,0.002208906,0.00238942,0.002167437,0.01739879,0.001838971,0.2107114],"genre_scores_gemma":[0.9197149,0.01361223,0.01735755,0.001513459,0.0003913775,0.0007751809,0.01009931,0.0001183036,0.03641767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0292583,"threshold_uncertainty_score":0.05817604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03206627758127145,"score_gpt":0.263908896356343,"score_spread":0.2318426187750715,"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."}}