{"id":"W7161950448","doi":"10.82308/11005","title":"A qualitative inquiry of five Muslim Canadian's perceptions of their experiences and reflections as Arabic second language learners","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arabic; Context (archaeology); Nous; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006013062,0.0007321736,0.0007057159,0.001675833,0.02160663,0.006533103,0.001498146,0.001625597,0.006009905],"category_scores_gemma":[0.008143968,0.0004338062,0.0003193159,0.002315442,0.01089898,0.002023483,0.004549037,0.002967676,0.0006117206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02141827,"about_ca_system_score_gemma":0.02403536,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6051859,"about_ca_topic_score_gemma":0.7069578,"domain_scores_codex":[0.9965407,0.001485194,0.0001024817,0.0002605967,0.0005325428,0.001078422],"domain_scores_gemma":[0.9919263,0.002903376,0.0005431122,0.0001817389,0.002065431,0.002380161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002557512,0.00001738807,0.002442742,0.00003022843,9.968491e-7,0.0002385625,0.9942338,0.0000099288,0.0004050508,0.0005861846,0.0003738563,0.001635758],"study_design_scores_gemma":[9.642918e-7,0.00001000907,0.0009095686,0.0000307603,9.519219e-7,0.00002524234,0.9951628,0.00001037829,0.0000575571,0.00003682,0.003748589,0.000006402361],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828235,0.0005259016,0.0004622958,0.002273551,0.00009345435,0.0001419023,0.0001551356,0.00001913878,0.01350515],"genre_scores_gemma":[0.9872733,0.0006314268,0.0004689876,0.0008356454,0.00001541074,0.0001039634,0.00006206692,0.00002432999,0.0105849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3948141,"threshold_uncertainty_score":0.7942784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0888788587348909,"score_gpt":0.5332520261022139,"score_spread":0.444373167367323,"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."}}