{"id":"W4388084075","doi":"10.1080/07908318.2023.2269977","title":"Multilingual pedagogies and digital technologies to support learning STEM in schools in France and Canada","year":2023,"lang":"en","type":"article","venue":"Language Culture and Curriculum","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Translanguaging; Inclusion (mineral); Resource (disambiguation); Multilingualism; Literacy; Pedagogy; Sociology; Mathematics education; Psychology; Computer science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001658632,0.0003042992,0.0002470842,0.001959387,0.009100491,0.004510527,0.0008410841,0.0005785713,0.00497313],"category_scores_gemma":[0.002513854,0.0002185973,0.0002554761,0.001832884,0.001975299,0.001362499,0.003645341,0.0008533778,0.0004557675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04219315,"about_ca_system_score_gemma":0.1018167,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.94184,"about_ca_topic_score_gemma":0.9792597,"domain_scores_codex":[0.9979137,0.0004214101,0.00005252509,0.0001892061,0.0005719001,0.0008512572],"domain_scores_gemma":[0.9974192,0.0003139876,0.0001200355,0.00006053796,0.0005962024,0.001490018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003374311,0.0008159703,0.1398026,0.0007570856,0.00005307253,0.002514696,0.1823554,0.001752599,0.005538902,0.05774309,0.02368137,0.5846477],"study_design_scores_gemma":[0.00006338693,0.0002576064,0.244346,0.0009227649,0.00005919546,0.0004634118,0.2325936,0.001628391,0.003305096,0.002641911,0.5136017,0.0001170271],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.883526,0.003637088,0.002369341,0.008340497,0.00008936899,0.000145426,0.0003984789,0.0003639923,0.1011298],"genre_scores_gemma":[0.9738154,0.00130563,0.00338095,0.0004261703,0.00001070124,0.00006564965,0.0001624053,0.00005006694,0.02078295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05816001,"threshold_uncertainty_score":0.3061341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044618804899375,"score_gpt":0.2426772058566559,"score_spread":0.2322310178076621,"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."}}