{"id":"W7069886623","doi":"","title":"English Anxieties","year":2009,"lang":"en","type":"other","venue":"Sunderland Repository (University of Sunderland)","topic":"Machine Learning in Bioinformatics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Period (music); Suite; Everyday life; Adversary; Mode (computer interface); Key (lock); Work (physics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001026198,0.0003153932,0.0003951364,0.0001530167,0.0001604381,0.00002736929,0.0004616882,0.0007169844,0.0002158646],"category_scores_gemma":[0.00002130275,0.0003423218,0.0002232148,0.00009050193,0.0002593702,0.000006442478,0.0001487065,0.0002673992,0.00001661299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002381633,"about_ca_system_score_gemma":0.0001363815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003937702,"about_ca_topic_score_gemma":0.000532817,"domain_scores_codex":[0.998813,0.00008456922,0.0001878995,0.0003727162,0.000268861,0.0002729596],"domain_scores_gemma":[0.9987657,0.0000122122,0.0004060566,0.0006011595,0.0000966182,0.0001182503],"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":[0.0001260952,0.0001037646,0.004223339,0.0003630916,0.0003966565,0.00003608692,0.0007319424,0.00004264019,0.001224878,0.0001664535,0.9912881,0.001297012],"study_design_scores_gemma":[0.0009424015,0.000356049,0.001117473,0.0001527032,0.000113306,0.00004120506,0.001303595,0.00004861891,0.0002553127,0.00004466288,0.9951004,0.0005242173],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003497964,0.001586522,0.001251451,0.00006617232,0.000615522,0.0002568677,0.00003811146,0.0001529817,0.9925344],"genre_scores_gemma":[0.0320774,0.001124972,0.001969482,0.0000685726,0.0007106058,2.911547e-7,0.0004178673,0.0001694732,0.9634613],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02907307,"threshold_uncertainty_score":0.9999029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003898736106815082,"score_gpt":0.1826177754703313,"score_spread":0.1787190393635162,"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."}}