{"id":"W2137102708","doi":"10.5539/elt.v4n1p162","title":"A Comparison Study on the Rhetorical Moves of Abstracts in Published Research Articles and Master’s Foreign-language Theses","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhetorical question; Linguistics; Applied linguistics; Foreign language; Psychology; Mathematics education; Philosophy","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":[0.003448777,0.000198455,0.0003986532,0.0003653601,0.000343198,0.0003101742,0.0004129045,0.00003935241,0.0007494959],"category_scores_gemma":[0.00277797,0.0001227101,0.00007162775,0.0001178827,0.0004034229,0.0003914133,0.0002410997,0.0008276912,0.0000086266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003562851,"about_ca_system_score_gemma":0.00001339537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005380311,"about_ca_topic_score_gemma":0.006956124,"domain_scores_codex":[0.9974647,0.0007275031,0.0005004175,0.0003374235,0.0005687471,0.0004012651],"domain_scores_gemma":[0.9981936,0.001007585,0.0001512191,0.0005051499,0.00008643639,0.00005596066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004069562,0.0008930782,0.0137664,0.00001649049,0.0001058556,0.00005633252,0.9168619,0.000002981773,0.00009057439,0.06538712,0.0002579294,0.002520634],"study_design_scores_gemma":[0.000314649,0.0002649175,0.008352043,0.00007840395,0.00003664873,4.531299e-7,0.9894373,0.00004282882,0.0005738985,0.0006009314,0.0001561245,0.0001417622],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.742645,0.0005963182,0.00000166289,0.0000587229,0.0000785763,0.0002838537,0.000006745014,0.00004735079,0.2562817],"genre_scores_gemma":[0.9988503,0.000002772502,0.00005221144,0.00004304059,0.0003645898,0.00004772239,0.000003129155,0.00002660695,0.0006095861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2562053,"threshold_uncertainty_score":0.8206454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1940018860525363,"score_gpt":0.3718512886111332,"score_spread":0.1778494025585969,"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."}}