{"id":"W4410432083","doi":"10.3138/cmlr-2023-0067","title":"<b>Becoming-FSL-Teacher: A Sociomaterial Exploration of Language Teacher Identity in Core French</b>","year":2025,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Identity (music); Core (optical fiber); Pedagogy; Linguistics; Sociology; Psychology; Mathematics education; Philosophy; Computer science; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003515751,0.0003539927,0.0004149264,0.002201716,0.01570492,0.006953791,0.001015297,0.001633191,0.003118874],"category_scores_gemma":[0.003847852,0.0001822173,0.0002072559,0.00195975,0.01469326,0.003211585,0.003645238,0.001823334,0.0002780909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02412185,"about_ca_system_score_gemma":0.0173831,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5464887,"about_ca_topic_score_gemma":0.7116448,"domain_scores_codex":[0.9968411,0.001781264,0.00005224006,0.0002469469,0.0004283967,0.0006500442],"domain_scores_gemma":[0.997419,0.001378176,0.000354723,0.0001076618,0.0003820359,0.0003583855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000167089,0.00001723078,0.002560087,0.00008524988,0.000002187189,0.0006281626,0.9648156,0.00002704131,0.0004164714,0.01586343,0.001267855,0.01430011],"study_design_scores_gemma":[0.000002063424,0.00002764609,0.008472297,0.0001306147,0.000003988358,0.0003877477,0.9094766,0.00003123053,0.0002597884,0.0008847297,0.08031031,0.00001304432],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8874558,0.009844095,0.002738198,0.01358881,0.0002361412,0.00008524491,0.0001120221,0.00005258572,0.08588707],"genre_scores_gemma":[0.9906562,0.001710311,0.0004167704,0.0004891713,0.00003088884,0.00002090233,0.00003357345,0.00001509334,0.006627201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5464887,"threshold_uncertainty_score":0.9123642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03353810317802513,"score_gpt":0.273045719457153,"score_spread":0.2395076162791279,"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."}}