{"id":"W1864636733","doi":"10.3968/6074","title":"The Integration and Cohesion of EGP and ESP","year":2014,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohesion (chemistry); English for specific purposes; Mathematics education; Context (archaeology); Computer science; Linguistics; Psychology; Chemistry; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.003389041,0.0003799702,0.0002486686,0.001414615,0.001805631,0.004270898,0.001060882,0.0009884825,0.004673877],"category_scores_gemma":[0.01004757,0.000358026,0.0003622832,0.001267976,0.005825417,0.00517513,0.008859472,0.001849936,0.0008683235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001171328,"about_ca_system_score_gemma":0.002328291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007428713,"about_ca_topic_score_gemma":0.0009921342,"domain_scores_codex":[0.9949884,0.002352999,0.0003569029,0.0005938605,0.001293038,0.0004148814],"domain_scores_gemma":[0.9946204,0.002177891,0.0005824067,0.000846992,0.001195511,0.0005767617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006829382,0.0001885606,0.0208987,0.000574025,0.00003355692,0.001801984,0.2699054,0.0007146814,0.008051733,0.3361649,0.003254754,0.3583434],"study_design_scores_gemma":[0.00002839413,0.0002897333,0.1162314,0.0009125812,0.00009538159,0.00352903,0.2238124,0.002824037,0.007020239,0.3159341,0.3292383,0.00008436322],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4151601,0.00162052,0.1608655,0.005009907,0.0003043014,0.0003098611,0.0001297191,0.0004093304,0.4161909],"genre_scores_gemma":[0.9597911,0.0005938931,0.02334205,0.0002055315,0.00007061575,0.0001336142,0.00009771133,0.00007991365,0.01568558],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004673877,"threshold_uncertainty_score":0.01792318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0190087765923589,"score_gpt":0.2825347193800857,"score_spread":0.2635259427877268,"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."}}