{"id":"W3024837505","doi":"10.29140/mle.v1n1.261","title":"Language teaching and settlement for newcomers in the digital age: A blended learning research project","year":2020,"lang":"en","type":"article","venue":"Migration and Language Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Community College; Simon Fraser University; Yorkville University","funders":"","keywords":"Blended learning; Settlement (finance); Language acquisition; Class (philosophy); Citizenship; Pedagogy; Computer science; Immigration; Mathematics education; Sociology; Educational technology; Psychology; Artificial intelligence; World Wide Web; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.01040437,0.0003950604,0.0005740958,0.001159823,0.006532503,0.006280529,0.001589546,0.001120278,0.004996483],"category_scores_gemma":[0.01132911,0.0002371873,0.0005970761,0.001056442,0.002661599,0.002207072,0.00565125,0.002652477,0.001061944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01196159,"about_ca_system_score_gemma":0.03055911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05185854,"about_ca_topic_score_gemma":0.1256707,"domain_scores_codex":[0.9958222,0.001793244,0.0001071648,0.0003012791,0.001044177,0.0009319207],"domain_scores_gemma":[0.9868103,0.002342798,0.0002982339,0.000769494,0.003303541,0.006475576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001208257,0.04032435,0.03842501,0.0008806426,0.00008490236,0.001229816,0.3178769,0.0009153912,0.004976158,0.01192208,0.01763984,0.5645167],"study_design_scores_gemma":[0.0008698769,0.009604499,0.05445676,0.001097571,0.0001837219,0.000536276,0.7177068,0.00237515,0.007288313,0.003560745,0.2021804,0.0001399155],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97367,0.0003902926,0.00248117,0.002004166,0.0001445223,0.001996781,0.0002102786,0.00005909003,0.01904367],"genre_scores_gemma":[0.9583433,0.001580949,0.01530433,0.0008273051,0.00006476884,0.00213621,0.000317135,0.00004990935,0.02137609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05185854,"threshold_uncertainty_score":0.1031134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06399833838245411,"score_gpt":0.3539460853886109,"score_spread":0.2899477470061568,"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."}}