{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004443922,0.0001443937,0.0001673306,0.0001278901,0.0001823772,0.00008301611,0.00007432915,0.00004107786,0.000894594],"category_scores_gemma":[0.0001659737,0.0001033275,0.00003939805,0.00003676359,0.0001684162,0.0001351763,0.00004479945,0.0004027901,0.00002092213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004045851,"about_ca_system_score_gemma":0.00001025651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001244124,"about_ca_topic_score_gemma":0.0004637213,"domain_scores_codex":[0.9992124,0.0001507941,0.0001163726,0.0002358793,0.000127842,0.0001566735],"domain_scores_gemma":[0.9996618,0.00007031536,0.00003969104,0.0001389594,0.00005622609,0.00003302962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002139311,0.00003291237,0.0001521027,0.00002077186,0.00005571214,0.00002320519,0.944191,1.653655e-7,0.000006244956,0.03184053,0.00450932,0.01914664],"study_design_scores_gemma":[0.0005047806,0.0002453976,0.0006345889,0.0005897723,0.00003490946,0.000005712888,0.935901,0.000006922947,0.0000149216,0.00183435,0.06002627,0.0002013732],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4374433,0.1293493,0.00000235479,0.0002930798,0.0005128304,0.0002112438,0.000007894171,0.00008490881,0.4320952],"genre_scores_gemma":[0.9702622,0.0002450889,0.0001160027,0.0003520313,0.001017031,0.00001820449,0.000007347091,0.00001309082,0.02796897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.532819,"threshold_uncertainty_score":0.9795177,"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."}}