{"id":"W1773596594","doi":"","title":"Early Intervention for Struggling Readers in Grade One French Immersion","year":2015,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Reading and Literacy Development","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French immersion; Humanities; Psychology; Phonological awareness; Literacy; Pedagogy; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003801052,0.0001704981,0.0002149523,0.00663419,0.00006819341,0.00003549894,0.0002592899,0.0001435286,0.00003773006],"category_scores_gemma":[0.0000377714,0.0001962042,0.0001145949,0.002785592,0.00003859808,0.0002917495,0.00007295908,0.0002035229,0.00005210579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674838,"about_ca_system_score_gemma":0.0001026048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1004142,"about_ca_topic_score_gemma":0.002642811,"domain_scores_codex":[0.9986287,0.0001616246,0.0002334591,0.0004272196,0.0001634892,0.000385547],"domain_scores_gemma":[0.9993463,0.0000786971,0.0001270017,0.0002526483,0.00009505736,0.0001002512],"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":[0.002589813,0.003838897,0.0597367,0.0003210556,0.0007721083,0.0005263487,0.5965317,0.0000841817,0.00007918412,0.008255349,0.007683468,0.3195812],"study_design_scores_gemma":[0.006050357,0.0005162006,0.009247545,0.0002407297,0.00006215784,0.000007629414,0.01732452,0.0001539504,0.0002264177,0.00001279072,0.9657562,0.0004014836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8812286,0.000006180186,0.004317478,0.0001639447,0.0007302856,0.0007154177,0.0000187377,0.0001114965,0.1127078],"genre_scores_gemma":[0.9955645,0.0006071039,0.003103113,0.00003945226,0.0000746446,0.00001159329,0.00007338836,0.00002609788,0.0005000926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9580727,"threshold_uncertainty_score":0.9055762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05572128507488696,"score_gpt":0.2904489509261017,"score_spread":0.2347276658512147,"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."}}