{"id":"W3048607269","doi":"10.3389/fpsyg.2020.02023","title":"Multimedia Input and Bilingual Children’s Language Learning","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mandarin Chinese; Fluency; Psychology; Vocabulary; Grammar; Language proficiency; First language; Language acquisition; Relevance (law); Linguistics; Multimedia; Mathematics education; Computer science","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":[0.0003062872,0.0002762906,0.0002189636,0.0005914146,0.0003944233,0.0007961266,0.0001623804,0.0001688223,0.003607589],"category_scores_gemma":[0.001177061,0.0001062219,0.0001982969,0.0002616335,0.0003026939,0.0003588407,0.0006344201,0.0002633347,0.000224191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005081781,"about_ca_system_score_gemma":0.0005772292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957433,"about_ca_topic_score_gemma":0.01091396,"domain_scores_codex":[0.9997649,0.0000471579,0.00001403241,0.00004136745,0.0000828164,0.00004972205],"domain_scores_gemma":[0.9994061,0.0001758618,0.0001874351,0.00002416128,0.00006125651,0.0001451949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006173736,0.001286001,0.8447246,0.0003173397,0.0000785691,0.004807576,0.01796718,0.0002793162,0.04308068,0.0005684914,0.0004026006,0.08587021],"study_design_scores_gemma":[0.00002248185,0.0006040048,0.982833,0.00004747939,0.00005627868,0.001820487,0.00756845,0.0002047253,0.005176276,0.0002321054,0.001421624,0.00001307584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985706,0.0000690735,0.00002712891,0.0000109823,7.28133e-7,0.000001534713,0.00001782008,0.000004292797,0.001297932],"genre_scores_gemma":[0.9990722,0.0001267449,0.0001558872,0.000008067951,0.000001274099,0.00000477993,0.00003320015,0.000002551117,0.000595276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003957433,"threshold_uncertainty_score":0.01206863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379755533154356,"score_gpt":0.3055587511580747,"score_spread":0.2917611958265311,"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."}}