{"id":"W40618875","doi":"","title":"An Alternative Perspective of Language Re-Use: Insights from Textual and Learning Theories and L2 Academic Writing.","year":2001,"lang":"en","type":"article","venue":"English quarterly","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Linguistics; Academic writing; Psychology; Pedagogy; Sociology; Higher education; Mathematics education; Computer science; Philosophy; Political science; Artificial intelligence","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":[0.004121431,0.0005824685,0.0004928809,0.003556461,0.002174157,0.009806862,0.002442364,0.004349643,0.01159926],"category_scores_gemma":[0.01616683,0.0003143154,0.0005876001,0.002701271,0.02013914,0.01983304,0.004021483,0.003564079,0.001453405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002998122,"about_ca_system_score_gemma":0.002492781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003670458,"about_ca_topic_score_gemma":0.003282694,"domain_scores_codex":[0.995366,0.003021057,0.0001434612,0.0005127311,0.0006519764,0.000304742],"domain_scores_gemma":[0.9842593,0.009899587,0.001548626,0.00201471,0.001704483,0.0005731523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004776121,0.0001225299,0.001755525,0.0001348202,0.00001730364,0.0003869387,0.04368091,0.0004649978,0.0003523861,0.9350114,0.002057183,0.01596835],"study_design_scores_gemma":[0.00005490758,0.00008011117,0.002790817,0.0003028456,0.00003009439,0.0007787247,0.03849646,0.00308929,0.0007739803,0.881867,0.07170236,0.00003350408],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1340676,0.007399223,0.07807033,0.06644261,0.0005213322,0.00008747927,0.0003097629,0.0002059267,0.7128959],"genre_scores_gemma":[0.9768625,0.001289437,0.006558807,0.001614691,0.0001956957,0.00006071217,0.00009831625,0.0000876307,0.01323227],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01159926,"threshold_uncertainty_score":0.03880346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118798986186877,"score_gpt":0.2507099779545208,"score_spread":0.2388300793358331,"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."}}