{"id":"W2892087933","doi":"10.5772/intechopen.68609","title":"Multilingualism and Bilingualism","year":2018,"lang":"en","type":"book","venue":"InTech eBooks","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Universitaire de la Francophonie; Council for the Development of Social Science Research in Africa","keywords":"Neuroscience of multilingualism; Multilingualism; Linguistics; Sociology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008672003,0.0002979393,0.00034059,0.0002724959,0.0004845318,0.0001634268,0.0004039231,0.0007256657,0.0006987162],"category_scores_gemma":[0.0010142,0.0003036706,0.0001196061,0.00003585859,0.001378861,0.00003438095,0.0001144947,0.0005137599,0.0003206914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000223664,"about_ca_system_score_gemma":0.00267237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002243771,"about_ca_topic_score_gemma":0.002650318,"domain_scores_codex":[0.9981699,0.0001518746,0.0003820524,0.0004708549,0.0004062154,0.0004191326],"domain_scores_gemma":[0.9983687,0.0003429152,0.0002307024,0.0003871425,0.0003597473,0.0003107394],"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":[0.0000335792,0.00005228223,0.00001214871,0.0001702389,0.0001304383,0.00003490544,0.506303,1.075468e-8,0.0006887103,0.1136436,0.08205321,0.2968779],"study_design_scores_gemma":[0.0001331955,0.00002546603,0.000001613689,0.0001703807,0.00002799475,0.000004156374,0.001485368,0.000001237537,0.001427986,0.02485512,0.971544,0.0003235031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00213116,0.0003127661,0.00001636287,0.0003085204,0.001765525,0.0004428037,0.00003106467,0.0002790757,0.9947127],"genre_scores_gemma":[0.01080142,0.00008340794,0.0004004968,0.001349988,0.004531148,0.00001943949,0.00001788461,0.00005875521,0.9827375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8894908,"threshold_uncertainty_score":0.9999415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07787099570670013,"score_gpt":0.4492753610396523,"score_spread":0.3714043653329521,"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."}}