{"id":"W6949936529","doi":"10.5281/zenodo.4546104","title":"Penthetria yakima Fitzgerald 2021, n. sp.","year":2021,"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":"Holotype; Ridge; Sternum; Front (military); Dorsum; Confusion","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":[0.0001134673,0.0008707009,0.000375858,0.001578133,0.002723568,0.0005345379,0.0006584602,0.0007485581,0.03459784],"category_scores_gemma":[0.0003170977,0.0002456031,0.0002165672,0.001145068,0.0007293873,0.001013797,0.0008283021,0.0006284108,0.01226014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574917,"about_ca_system_score_gemma":0.0009087789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05491713,"about_ca_topic_score_gemma":0.1259541,"domain_scores_codex":[0.9998819,0.000007860366,0.000006939495,0.00004615888,0.00003271912,0.00002435596],"domain_scores_gemma":[0.9998525,0.0000161822,0.0000471987,0.00001434039,0.00005455318,0.00001507833],"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":[0.0007352913,0.0001480568,0.0314642,0.0005884221,0.0000875379,0.004474834,0.002026976,0.001225069,0.01792042,0.01351225,0.1403778,0.7874391],"study_design_scores_gemma":[0.00008951105,0.0001189424,0.1523137,0.0005012272,0.0001008286,0.005638384,0.001883148,0.0007355627,0.00182131,0.002183863,0.8345689,0.00004463701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.195539,0.01282106,0.007440286,0.00178115,0.001451898,0.0009244176,0.009679783,0.0008906003,0.7694718],"genre_scores_gemma":[0.6777676,0.004511492,0.009723078,0.001596941,0.0003160033,0.0006573902,0.004752523,0.0001554736,0.3005194],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05491713,"threshold_uncertainty_score":0.1157413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03354534896597285,"score_gpt":0.2625592628939992,"score_spread":0.2290139139280263,"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."}}