{"id":"W4220973939","doi":"10.1002/icd.2294","title":"Reading to bilingual preschoolers: An experimental study of two book formats","year":2022,"lang":"en","type":"article","venue":"Infant and Child Development","topic":"Reading and Literacy Development","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Reading (process); Task (project management); Literacy; Psychology; Learning to read; Neuroscience of multilingualism; Linguistics; Shared reading; Word learning; Word (group theory); Computer science; Pedagogy; Vocabulary","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004752511,0.0002007013,0.0002589877,0.0002606505,0.0004316962,0.00004098106,0.0002422781,0.00002442067,0.000745888],"category_scores_gemma":[0.000006455609,0.0001913229,0.00002584108,0.0001840474,0.00001726166,0.000137793,0.0003384702,0.0001871261,0.00002249099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000993547,"about_ca_system_score_gemma":0.00008147341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001276797,"about_ca_topic_score_gemma":0.00001192607,"domain_scores_codex":[0.9981787,0.0001198426,0.0005583763,0.0004349615,0.0003824811,0.0003256102],"domain_scores_gemma":[0.9993474,0.00002811527,0.0001197582,0.0002966314,0.00002930704,0.0001787124],"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":[0.0006759974,0.004099495,0.08081423,0.00002512606,0.0003385074,0.00008718835,0.8902574,0.0001587007,0.0007905697,0.00119224,0.003402357,0.0181582],"study_design_scores_gemma":[0.009654559,0.005227968,0.3068711,0.0002024814,0.00004674689,0.0004069612,0.2166938,0.00004921978,0.01878007,0.0000551003,0.4403315,0.001680494],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892843,0.0003440247,0.00001512083,0.00004509883,0.0004879764,0.000684495,0.000005715809,0.00005853723,0.009074776],"genre_scores_gemma":[0.9963705,0.000001699707,0.001146642,0.0006661013,0.00005008055,0.0003150666,0.00002276576,0.00002233601,0.001404788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6735636,"threshold_uncertainty_score":0.8166951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01800786161312846,"score_gpt":0.3231351986140663,"score_spread":0.3051273370009379,"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."}}