{"id":"W7126209485","doi":"10.26443/mje/rsem.v59i3.10506","title":"Book review: Melo-Pfeifer, S. (Ed.). Linguistic landscapes in language and teacher education: Multilingual teaching and learning inside and beyond the classroom. Switzerland: Springer. 2023.","year":2025,"lang":"en","type":"article","venue":"McGill Journal of Education / Revue des sciences de l éducation de McGill","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistic landscape; Language acquisition; Language education; Linguistic description; Multilingualism; Language transfer","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":[0.0009660666,0.002079591,0.002708399,0.00607146,0.0006889629,0.002841112,0.002706282,0.002086322,0.06029904],"category_scores_gemma":[0.00346447,0.0008000417,0.0009514137,0.009041374,0.0007713579,0.003962506,0.001536262,0.003508825,0.07319009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001753479,"about_ca_system_score_gemma":0.003503299,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009533163,"about_ca_topic_score_gemma":0.01634573,"domain_scores_codex":[0.9992014,0.00007717797,0.00008943235,0.0001349968,0.0004281056,0.0000689432],"domain_scores_gemma":[0.9975326,0.0007951759,0.0002836069,0.00006211163,0.001093439,0.0002330863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002431336,0.00001458695,0.00007508237,0.003507561,0.00002228655,0.00006214914,0.0000571572,0.00006875866,0.00009627289,0.0005622667,0.820264,0.1752455],"study_design_scores_gemma":[0.000008951653,0.00001153195,0.0002426477,0.002687761,0.00002272019,0.0004190536,0.00003797647,0.00001918364,0.00003959797,0.0002984452,0.9962015,0.00001065309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006133844,0.9802858,0.000230311,0.00365787,0.006652005,0.00001881906,0.0003132878,0.00005299623,0.008727692],"genre_scores_gemma":[0.0008284957,0.9589497,0.0004729297,0.002683902,0.004276017,0.00005146003,0.0006737784,0.00004713635,0.03201665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06029904,"threshold_uncertainty_score":0.2017204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07807741168565926,"score_gpt":0.3712296951055138,"score_spread":0.2931522834198546,"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."}}