{"id":"W2951938450","doi":"10.82308/6785","title":"An exploration of heritage language maintenance among Arabic speakers in Montreal, Quebec","year":2018,"lang":"en","type":"article","venue":"eScholarship@McGill (McGill)","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; McGill University","keywords":"Arabic; Humanities; Heritage language; Sociology; Vernacular; Ethnology; Psychology; Art; Pedagogy; Linguistics; Literature","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001119739,0.0006318899,0.0004184407,0.001294989,0.02175567,0.003406173,0.001747541,0.0008772638,0.00496493],"category_scores_gemma":[0.002321484,0.000355807,0.0002735323,0.001837091,0.005997967,0.0009465691,0.002803209,0.00158041,0.000206564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03316769,"about_ca_system_score_gemma":0.02885542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9650798,"about_ca_topic_score_gemma":0.9917806,"domain_scores_codex":[0.9988411,0.0003344188,0.00001858861,0.0001038763,0.0002201153,0.000481908],"domain_scores_gemma":[0.9981642,0.0003449775,0.0001963563,0.00003716523,0.0005131216,0.0007442466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006943433,0.00006353448,0.02951367,0.00007464292,0.00001181624,0.002880865,0.9526932,0.00007900927,0.001870012,0.0008512535,0.00160137,0.01029118],"study_design_scores_gemma":[0.00000330072,0.00004686491,0.03207219,0.00004839805,0.000009087005,0.0002781445,0.9561346,0.00006885117,0.0002061667,0.00004923866,0.01105811,0.00002510032],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936004,0.0003065616,0.00008845906,0.0007180757,0.00001779705,0.00003446717,0.0000813713,0.000005540255,0.005147492],"genre_scores_gemma":[0.9951755,0.000316607,0.0001586135,0.0001540971,0.000007366601,0.00001643249,0.00003914487,0.000006623359,0.004125615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03492016,"threshold_uncertainty_score":0.2406496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04497098243447192,"score_gpt":0.3609669111250408,"score_spread":0.3159959286905688,"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."}}