{"id":"W4221025739","doi":"10.1017/s0142716422000030","title":"A longitudinal examination of French and English reading comprehension in French immersion programs in Canada","year":2022,"lang":"en","type":"article","venue":"Applied Psycholinguistics","topic":"Reading and Literacy Development","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Ottawa","funders":"","keywords":"Psychology; Reading comprehension; Vocabulary; Reading (process); Longitudinal study; Comprehension; Active listening; French immersion; Linguistics; Mathematics education; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005080195,0.0001536121,0.000260139,0.0002581385,0.00006984946,0.00001248056,0.0001514925,0.00005120064,0.000148295],"category_scores_gemma":[0.00004051107,0.0001769472,0.00001567427,0.0005089003,0.00003287697,0.00001199517,0.00007949694,0.0003663581,0.000001823157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664551,"about_ca_system_score_gemma":0.0001193514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3414745,"about_ca_topic_score_gemma":0.0641252,"domain_scores_codex":[0.9983633,0.00009901322,0.0005113374,0.0004099083,0.0003101456,0.0003062993],"domain_scores_gemma":[0.9993087,0.0001518595,0.0001705873,0.0002392942,0.0000686152,0.0000609633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001153983,0.0006460062,0.8284414,0.0001044026,0.00004227499,0.0001646106,0.05770937,0.0002880923,0.0002248722,0.0068979,0.002516696,0.102849],"study_design_scores_gemma":[0.001467265,0.0000761299,0.9816684,0.00006893487,0.00001081894,0.00001282965,0.005985167,0.0003280851,0.0000192696,0.0002943495,0.009819224,0.0002495298],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673519,0.0001473779,0.00004737587,0.000009791368,0.00124544,0.0003310262,0.00001126468,0.0000141526,0.03084171],"genre_scores_gemma":[0.9986464,0.000009031141,0.0008736678,0.00004992953,0.00006833328,0.00009427775,0.00009474975,0.00001770731,0.0001458477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2773493,"threshold_uncertainty_score":0.9529521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884500352625511,"score_gpt":0.2709054357645552,"score_spread":0.2420604322383001,"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."}}