{"id":"W6893175485","doi":"10.5281/zenodo.14597151","title":"Erdosiella elongata Huber & Read & Triapitsyn 2024, comb. n.","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":"Natural Resources Canada","funders":"","keywords":"Holotype; Paratype; Background radiation","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":[0.0001459266,0.0008442542,0.000391221,0.001911502,0.001034002,0.0003521083,0.0007672803,0.0005687074,0.00994156],"category_scores_gemma":[0.0004176805,0.0003022406,0.0003031936,0.0008133441,0.0004325826,0.001220541,0.0008925773,0.0004612113,0.005954297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00068495,"about_ca_system_score_gemma":0.0006548411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01865365,"about_ca_topic_score_gemma":0.06501663,"domain_scores_codex":[0.9998431,0.000009562634,0.00002412063,0.00005478138,0.00004183636,0.00002658502],"domain_scores_gemma":[0.9997974,0.00002322474,0.00006488369,0.00002512113,0.00006438668,0.00002506121],"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":[0.0003598896,0.00008640134,0.03849892,0.001098322,0.00008862608,0.00207869,0.001619002,0.0004779107,0.05692982,0.004355976,0.02655116,0.8678553],"study_design_scores_gemma":[0.00006904714,0.000167394,0.2191974,0.0006764169,0.0001242692,0.004100728,0.001361067,0.0002860776,0.004324677,0.001094721,0.7685619,0.00003630311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3231558,0.06002744,0.01837659,0.001520538,0.001944913,0.001649702,0.03004057,0.001108822,0.5621758],"genre_scores_gemma":[0.7459648,0.02886973,0.01640299,0.001640687,0.0004290185,0.000789874,0.01709099,0.0002385152,0.1885735],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01865365,"threshold_uncertainty_score":0.03709018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03736811968372079,"score_gpt":0.2762257414708708,"score_spread":0.23885762178715,"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."}}