{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009975602,0.0001403963,0.0001763062,0.0001499014,0.001797112,0.001751445,0.0009635818,0.00006150074,0.2021901],"category_scores_gemma":[0.0009951664,0.0001415228,0.00007761933,0.0007095201,0.0001629841,0.0003457191,0.001623391,0.0002408421,0.05727957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001129272,"about_ca_system_score_gemma":0.00001437312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002247724,"about_ca_topic_score_gemma":5.229148e-7,"domain_scores_codex":[0.997561,0.0004447267,0.0002575563,0.0005407606,0.0006311007,0.0005648592],"domain_scores_gemma":[0.9982779,0.00004292601,0.00007267079,0.0006023454,0.0007415437,0.0002625927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006422401,0.0003595157,0.00001573397,0.00008465485,0.00002544697,0.0002112653,0.000526957,0.00003908743,0.505622,0.01426793,0.3964008,0.08238237],"study_design_scores_gemma":[0.0004388577,0.00008069408,0.0006654022,0.00002722353,0.000006926097,0.0001110822,0.0001997035,0.0001229087,0.03877204,0.0003150807,0.9590829,0.0001771636],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5009193,0.0008329115,0.002183498,0.004948271,0.0006595179,0.0006899245,0.0006390249,0.001257112,0.4878704],"genre_scores_gemma":[0.9842223,0.0003452055,0.0008999367,0.0003295203,0.0005535812,8.901087e-8,0.00109226,0.001608139,0.01094895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5626822,"threshold_uncertainty_score":0.9995024,"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."}}