{"id":"W2756690451","doi":"","title":"Phonological Awareness Training for Struggling Readers in Grade 1 French Immersion","year":2014,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Reading and Literacy Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phonological awareness; French immersion; Psychology; Immersion (mathematics); Mathematics education; Linguistics; Pedagogy; Literacy; Mathematics; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000277192,0.0002342477,0.0005189307,0.0001277249,0.0001412535,0.00001023653,0.000347096,0.00050227,0.005049119],"category_scores_gemma":[0.00002320404,0.0002864533,0.0001645396,0.00006485359,0.00004682386,0.000124211,0.00002244167,0.0002255641,0.00001719922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786592,"about_ca_system_score_gemma":0.0001017459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09755296,"about_ca_topic_score_gemma":0.03929259,"domain_scores_codex":[0.9986926,0.00009851804,0.0001861926,0.0004969278,0.0001621423,0.0003636507],"domain_scores_gemma":[0.9991253,0.0001666694,0.0003077835,0.0002525641,0.00006845091,0.00007920577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0008307965,0.0002120675,0.002950203,0.0003507138,0.0002570107,0.00003542741,0.6939737,0.00002786358,0.0004444985,0.0008179232,0.003651225,0.2964486],"study_design_scores_gemma":[0.001835868,0.0002021222,0.5179695,0.0004251773,0.00008838625,0.000002452931,0.4737288,0.0002226582,0.00004623431,0.00005107396,0.004959504,0.0004682248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9565684,0.0006135147,0.0008290766,0.0001615182,0.001317876,0.0003652411,0.00001987354,0.00005243909,0.04007203],"genre_scores_gemma":[0.9733307,0.00007632517,0.002867185,0.00001333959,0.00005569101,0.000003382233,0.0007350479,0.000023246,0.02289512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5150193,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04925266202701179,"score_gpt":0.3244496273843158,"score_spread":0.275196965357304,"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."}}