{"id":"W2141554917","doi":"10.5539/elt.v4n2p112","title":"The Teacher of English: Pedagogic Relevance in Saudi Arabia","year":2011,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Relevance (law); Mathematics education; Pedagogy; Teacher education; Process (computing); Service (business); Professional development; Teaching english; Political science; Computer science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002583297,0.0001006463,0.0001375369,0.0000745882,0.0003367866,0.00004196051,0.0004121648,0.00008819567,0.0003446194],"category_scores_gemma":[0.02700942,0.00007976305,0.00006080023,0.000178552,0.0001776563,0.0001879614,0.00003834852,0.0005330398,0.00001168704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000766583,"about_ca_system_score_gemma":0.0001505195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01205647,"about_ca_topic_score_gemma":0.007738173,"domain_scores_codex":[0.998341,0.000635533,0.000271529,0.0001735039,0.0002400975,0.0003383932],"domain_scores_gemma":[0.9988247,0.0005701095,0.0001350989,0.0002853695,0.0000993421,0.00008540745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008010585,0.00006967673,0.004814941,0.000006058518,0.00000423456,0.000001643088,0.9440284,0.000001331476,0.00002666372,0.02345399,0.0002715631,0.0273135],"study_design_scores_gemma":[0.0002157629,0.0000155302,0.002795945,0.0000403458,0.000006109307,1.103611e-7,0.7066416,0.00001303663,0.0002185575,0.0002798513,0.289624,0.0001492379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5808954,0.0005307596,0.000004836739,0.00005589066,0.0007317743,0.0001074376,0.000001297216,0.00007416955,0.4175984],"genre_scores_gemma":[0.9894658,0.0000784878,0.0004398399,0.00009733017,0.001387279,0.00001224342,0.000001890647,0.00001375859,0.008503325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4090951,"threshold_uncertainty_score":0.9945223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06054156351127553,"score_gpt":0.4022358838998015,"score_spread":0.3416943203885259,"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."}}