{"id":"W6931487784","doi":"10.5281/zenodo.7037009","title":"Cephalosphaera munchiquensis Ramos-Pastrana & Marques & Rafael 2022, sp. nov.","year":2022,"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":"","funders":"","keywords":"Pedicel; Holotype; Seta; Scutellum; Phallus (fungus)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001802632,0.001424141,0.000611653,0.001803335,0.001256029,0.0007466122,0.0007950989,0.001183093,0.008284081],"category_scores_gemma":[0.0006038987,0.0003313873,0.0002947603,0.001447527,0.0004054309,0.001076247,0.000628414,0.0008706378,0.004755999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001366317,"about_ca_system_score_gemma":0.0009729045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04271613,"about_ca_topic_score_gemma":0.06021189,"domain_scores_codex":[0.9997746,0.00001848635,0.00001680446,0.00009659283,0.00004638563,0.00004707204],"domain_scores_gemma":[0.9998192,0.00003396973,0.0000501408,0.00002058079,0.00005517251,0.00002089938],"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":[0.001123809,0.0002854115,0.0741771,0.003256263,0.0002744988,0.004641139,0.001888861,0.002579535,0.0421253,0.002704154,0.05328208,0.8136619],"study_design_scores_gemma":[0.0001904961,0.0002136398,0.4991911,0.00153677,0.0003555123,0.009247635,0.00203035,0.0009801094,0.004882415,0.0005906824,0.4806916,0.00008977327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3517026,0.09671935,0.01066167,0.002534884,0.003131313,0.002391786,0.03811581,0.002351162,0.4923914],"genre_scores_gemma":[0.8878222,0.02871154,0.0168124,0.002322607,0.0006304935,0.0008434514,0.01684595,0.0002114277,0.04579996],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04271613,"threshold_uncertainty_score":0.08493501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0247974880482425,"score_gpt":0.2443716758332649,"score_spread":0.2195741877850224,"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."}}