{"id":"W2901688275","doi":"10.5539/elt.v11n12p138","title":"Evaluating Traveller English Textbook Series From Saudi Secondary School EFL Teachers’ Perspectives","year":2018,"lang":"en","type":"article","venue":"English Language Teaching","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Content analysis; Class (philosophy); Mathematics education; Medical education; Pedagogy; Sociology; Social science; Medicine","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":[0.003069745,0.0002144828,0.0002945687,0.002601705,0.001028425,0.002384508,0.000318143,0.0003546108,0.002303126],"category_scores_gemma":[0.008938086,0.0001832857,0.0001742896,0.001507975,0.0008373185,0.001186767,0.001052322,0.0004582371,0.0003543887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868823,"about_ca_system_score_gemma":0.001566617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747736,"about_ca_topic_score_gemma":0.01511897,"domain_scores_codex":[0.9977405,0.0008218752,0.0002182166,0.0001091954,0.0009049405,0.000205224],"domain_scores_gemma":[0.9876348,0.002867682,0.003083331,0.0001867778,0.005280321,0.0009470254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001480123,0.0003045691,0.3803868,0.0009850351,0.00003264489,0.004049541,0.5258501,0.0001890686,0.01074579,0.0009958007,0.002567992,0.07374465],"study_design_scores_gemma":[0.000006910764,0.0002984836,0.2892004,0.0003133827,0.00003267748,0.001578757,0.6820167,0.0001632141,0.003021735,0.0001412578,0.02318984,0.00003663315],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963923,0.0002526821,0.0001095633,0.0002192618,0.000006210749,0.00001318766,0.00004071604,0.000003761123,0.002962344],"genre_scores_gemma":[0.9968352,0.0007067194,0.0003776513,0.0001089769,0.00001127831,0.00001869921,0.00007895863,0.000006329375,0.001856265],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004747736,"threshold_uncertainty_score":0.01623458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04193889703988232,"score_gpt":0.4303992654758512,"score_spread":0.3884603684359689,"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."}}