{"id":"W4417199477","doi":"10.3138/cmlr-05_zaidi","title":"Critical Language Awareness in Motion: Disrupting Dominant Spaces through CELLWs","year":2025,"lang":"en","type":"article","venue":"Canadian Modern Language Review/ La Revue canadienne des langues vivantes","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Interdependence; Mainstream; Intersectionality; Context (archaeology); Identity (music); Narrative; Literacy; Multilingualism; Intersection (aeronautics)","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":[0.004583979,0.0005140699,0.0005758173,0.001925287,0.01132844,0.01003554,0.002374886,0.001467151,0.003153063],"category_scores_gemma":[0.005279716,0.0002544039,0.0004022432,0.002578659,0.02227058,0.004704037,0.009280276,0.002573679,0.0002463766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02654937,"about_ca_system_score_gemma":0.05496967,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6175443,"about_ca_topic_score_gemma":0.7862766,"domain_scores_codex":[0.9963631,0.001529723,0.00008739001,0.0002512519,0.0007819337,0.0009866646],"domain_scores_gemma":[0.9967256,0.001330536,0.0004254201,0.0001597195,0.0006240029,0.000734709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008123607,0.00007909886,0.007138045,0.001646511,0.00003030274,0.002120685,0.8014507,0.000127852,0.001283637,0.05854846,0.01162773,0.1158658],"study_design_scores_gemma":[0.0000127337,0.00004745115,0.01192494,0.001549151,0.00004665468,0.0005208799,0.7306374,0.00007955657,0.0008483044,0.00639345,0.2479014,0.00003802487],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7061027,0.07279938,0.004200046,0.04437959,0.001120478,0.0002743871,0.0002015295,0.0001457044,0.1707762],"genre_scores_gemma":[0.9693378,0.01903981,0.0009319612,0.001755276,0.00008964959,0.00005923301,0.00005620292,0.00003252658,0.00869741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6175443,"threshold_uncertainty_score":0.7694161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03645664889119814,"score_gpt":0.4053388266645875,"score_spread":0.3688821777733893,"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."}}