{"id":"W4232644912","doi":"10.1017/cbo9781107336988","title":"Children's Multilingual Development and Education","year":2015,"lang":"en","type":"book","venue":"Cambridge University Press eBooks","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Novelty; Multilingualism; Pedagogy; Multilingual Education; Psychology; Sociology; Social psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006381001,0.0002105098,0.0002373767,0.0005819222,0.002733072,0.003903855,0.00044134,0.0005573247,0.004742728],"category_scores_gemma":[0.001650528,0.0001297707,0.0001135574,0.0006910517,0.003522414,0.001609174,0.004465265,0.001028351,0.0005323908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003455158,"about_ca_system_score_gemma":0.003303463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642835,"about_ca_topic_score_gemma":0.06395186,"domain_scores_codex":[0.99933,0.0002032682,0.00002665422,0.0000550057,0.000145532,0.0002394329],"domain_scores_gemma":[0.9996266,0.0001091214,0.00005794107,0.00001885468,0.0000517471,0.0001357389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004890801,0.0001370244,0.02061488,0.0003457096,0.00002098897,0.001804276,0.3182782,0.0002184334,0.0005529936,0.2932245,0.06194305,0.302811],"study_design_scores_gemma":[0.00001013366,0.0000638838,0.05453469,0.0007320898,0.00001245728,0.001060853,0.1281225,0.00005464328,0.0003234947,0.01672616,0.7983405,0.00001864275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1987424,0.05499584,0.0004444146,0.02022587,0.000422448,0.00002790796,0.0002591817,0.000081603,0.7248003],"genre_scores_gemma":[0.8812813,0.02676244,0.0005181827,0.0008355236,0.00007495501,0.0000703933,0.00009396176,0.00002592412,0.09033734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02642835,"threshold_uncertainty_score":0.052549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421743054455859,"score_gpt":0.28442339061403,"score_spread":0.2502059600694714,"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."}}