{"id":"W2731904631","doi":"10.5539/hes.v7n3p25","title":"A Study of Interactional Metadiscourse in English Abstracts of Chinese Economics Research Articles","year":2017,"lang":"en","type":"article","venue":"Higher Education Studies","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metadiscourse; Interpersonal communication; Rhetorical question; China; Psychology; Linguistics; Genre analysis; Social psychology; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007154366,0.0002905711,0.0003749865,0.01231024,0.001908655,0.00357085,0.0005696095,0.0004860142,0.002455283],"category_scores_gemma":[0.04390115,0.0002553122,0.0003087399,0.01118861,0.001392059,0.004190685,0.002726372,0.0004532431,0.0003023951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002851475,"about_ca_system_score_gemma":0.00245427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004455053,"about_ca_topic_score_gemma":0.006054316,"domain_scores_codex":[0.9935619,0.002587391,0.001145397,0.000694628,0.001679607,0.0003310199],"domain_scores_gemma":[0.9224582,0.04266935,0.02072789,0.003570808,0.008509208,0.002064536],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006371606,0.00026425,0.4358121,0.002840435,0.0001914925,0.002604699,0.3814927,0.000353086,0.01497159,0.01098354,0.001485907,0.1483631],"study_design_scores_gemma":[0.00004087252,0.0004672888,0.7854019,0.0007220361,0.0003128783,0.001674916,0.1603924,0.003269733,0.00595748,0.003801525,0.03782854,0.0001303371],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892511,0.00144429,0.001967195,0.0002834418,0.00002408763,0.00007911803,0.0002970325,0.00002255386,0.006631147],"genre_scores_gemma":[0.9972149,0.0003929441,0.001236112,0.00003860539,0.00005516162,0.00006289822,0.0001864678,0.00001027336,0.0008026872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9928457,"threshold_uncertainty_score":0.03783631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1875394181600305,"score_gpt":0.4636275956615682,"score_spread":0.2760881775015377,"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."}}