{"id":"W6931317681","doi":"10.5281/zenodo.7143250","title":"Eunotia pseudonaegelii Siver, Oddsund & Lott 2022, sp. nov.","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Musicians’ Health and Performance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Raphe; Dorsum; Margin (machine learning); Mantle (geology)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007836599,0.0001571553,0.0002117711,0.0002750285,0.00394751,0.0001952602,0.000607693,0.00004992137,0.09876659],"category_scores_gemma":[0.0002685861,0.0001701698,0.00007008785,0.0008209905,0.0001419155,0.0001522848,0.001094449,0.0006655652,0.008710835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929414,"about_ca_system_score_gemma":0.00002728317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005128696,"about_ca_topic_score_gemma":6.518481e-7,"domain_scores_codex":[0.9977984,0.0002486551,0.0003142742,0.000431012,0.0006749203,0.0005327767],"domain_scores_gemma":[0.9986671,0.00002217781,0.0001135241,0.00053519,0.0003653188,0.0002966635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005408671,0.0003683874,0.00009155994,0.0002542705,0.00004938943,0.00009670191,0.00145714,0.00007965699,0.004540374,0.002075571,0.9073085,0.08313762],"study_design_scores_gemma":[0.00121731,0.000715034,0.002765125,0.00002516916,0.00002345774,0.000442463,0.0003496302,0.0006474206,0.0001927213,0.0000343683,0.993421,0.000166347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.423451,0.001516524,0.001305308,0.01194942,0.002442292,0.002534342,0.001071309,0.002185331,0.5535445],"genre_scores_gemma":[0.9759069,0.0003024612,0.0002351515,0.006527305,0.001076463,2.612498e-7,0.003282165,0.001788293,0.01088102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5524559,"threshold_uncertainty_score":0.9973492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03747525205643952,"score_gpt":0.2684664368313662,"score_spread":0.2309911847749266,"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."}}