{"id":"W2291332678","doi":"10.3968/8156","title":"Means of Emphasis in English Writing","year":2016,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emphasis (telecommunications); Spelling; Syntax; Grammar; Linguistics; Quality (philosophy); Phenomenon; Psychology; Mathematics education; Computer science; Philosophy; Epistemology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002202398,0.00008328322,0.0001864758,0.0001158436,0.00003876592,0.00003054119,0.00004631905,0.00003134057,0.00005529659],"category_scores_gemma":[0.0008525698,0.00005382667,0.00002168803,0.00004589649,0.0001248041,0.00009408935,0.00003827579,0.00006221645,8.620957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000181742,"about_ca_system_score_gemma":0.000004345135,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001056132,"about_ca_topic_score_gemma":0.002413673,"domain_scores_codex":[0.9994195,0.00003603317,0.000219813,0.0001297986,0.00007339537,0.0001215336],"domain_scores_gemma":[0.9994932,0.000230939,0.00005528776,0.00009228084,0.0001172435,0.00001105644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001049396,0.00002212351,0.004028506,0.0001182438,0.00002628275,0.00003162766,0.8519902,1.11968e-7,0.00007950408,0.1390815,0.00009753492,0.004513923],"study_design_scores_gemma":[0.003788285,0.0002138706,0.01088099,0.007834285,0.0000797763,0.000007493033,0.8895747,0.00002552127,0.0008948004,0.06913447,0.01685916,0.0007066476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671689,0.01138863,0.000005309716,0.001369558,0.0008643132,0.0001097747,0.00006751241,0.00002965176,0.01899632],"genre_scores_gemma":[0.9980602,0.0002554579,0.0001278353,0.00007228655,0.000856736,0.000006799263,0.000003124132,0.000006986061,0.000610597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06994699,"threshold_uncertainty_score":0.2194988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02048683588693279,"score_gpt":0.2758496193336338,"score_spread":0.255362783446701,"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."}}