{"id":"W4307866230","doi":"10.5430/wjel.v12n7p125","title":"The Concept and the Scopes of Applied linguistics from the EFL Perspectives at Qassim University","year":2022,"lang":"en","type":"article","venue":"World Journal of English Language","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Applied linguistics; Linguistics; Text linguistics; Scope (computer science); Graduate students; Computer science; Clinical linguistics; Corpus linguistics; Computational linguistics; Systemic functional linguistics; Sociology; Mathematics education; Psychology; Pedagogy; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005581415,0.0001127243,0.0002541804,0.00004480103,0.001289112,0.0001171897,0.0005169827,0.00001155625,0.001250473],"category_scores_gemma":[0.00182545,0.00005013186,0.0001701098,0.00009139373,0.000962698,0.00002395054,0.0002676788,0.0003839174,0.000001059616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008656565,"about_ca_system_score_gemma":0.00003157657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007374479,"about_ca_topic_score_gemma":0.004423035,"domain_scores_codex":[0.9989579,0.0001991832,0.0002696722,0.0001060611,0.0003335472,0.0001336452],"domain_scores_gemma":[0.9975072,0.001231631,0.0004692844,0.0002094852,0.0005444207,0.00003803158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000249809,0.00002316971,0.00005860446,0.000002455429,0.0003041887,0.00002809647,0.6215522,0.00009039256,0.00001325347,0.3705938,0.006790008,0.0002939359],"study_design_scores_gemma":[0.0006892863,0.00002104378,0.0000691847,0.00001130162,0.000254597,8.518417e-7,0.5787915,0.00001697819,0.00003548793,0.0007984614,0.419244,0.00006731469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4959601,0.04500137,0.00001287759,0.002471526,0.004532552,0.0005337616,0.0007525531,0.00006091663,0.4506744],"genre_scores_gemma":[0.9895085,0.0001040103,0.00004077018,0.0001624756,0.003397169,7.664651e-7,0.000006672315,0.000009465373,0.006770132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4935485,"threshold_uncertainty_score":0.9996625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007566619980464815,"score_gpt":0.1950819601071592,"score_spread":0.1875153401266944,"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."}}