{"id":"W1694118240","doi":"","title":"Textbook Evaluation: EFL Teachers’ Perspectives on “New Interchange”","year":2011,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Value (mathematics); Series (stratigraphy); Descriptive statistics; Psychology; Computer science; Mathematics; Statistics","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":[0.009659563,0.0002482954,0.0003445751,0.0009542793,0.0009403384,0.001858237,0.0004813404,0.0006467973,0.001912601],"category_scores_gemma":[0.03301402,0.0001354834,0.0002449448,0.0006427853,0.001299361,0.001377192,0.001236281,0.001008573,0.0003150636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422831,"about_ca_system_score_gemma":0.001127552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008010238,"about_ca_topic_score_gemma":0.001567525,"domain_scores_codex":[0.9923803,0.004916092,0.0004153401,0.0002182003,0.001731831,0.0003383316],"domain_scores_gemma":[0.9785855,0.008735246,0.004574339,0.0005850375,0.006240427,0.001279451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004895076,0.001460555,0.2187636,0.001027893,0.00004429341,0.004849338,0.454491,0.0005959807,0.031238,0.003185559,0.01045517,0.2733991],"study_design_scores_gemma":[0.0001003812,0.003082885,0.323189,0.0006987757,0.0001142051,0.006523998,0.5616214,0.001613267,0.01736264,0.001704435,0.08383663,0.0001523724],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881431,0.0004134091,0.001538562,0.0007512554,0.00005150774,0.00007890502,0.00001958777,0.00002732828,0.008976297],"genre_scores_gemma":[0.9951102,0.000424606,0.001580947,0.0002023265,0.0000335885,0.00004651744,0.00003201127,0.000009340543,0.002560401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009659563,"threshold_uncertainty_score":0.05108523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1164871064360348,"score_gpt":0.3487689518486042,"score_spread":0.2322818454125694,"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."}}