{"id":"W72835959","doi":"10.5206/eei.v18i1.7614","title":"An Exploratory Study of EmergentLiteracy Intervention for Preschool Childrenwith Language Impairments","year":2008,"lang":"en","type":"article","venue":"Exceptionality Education International","topic":"Reading and Literacy Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Intervention (counseling); Literacy; Psychology; Exploratory research; Developmental psychology; Emergent literacy; Phonological awareness; Response to intervention; Pedagogy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003339271,0.0006290013,0.0007251553,0.0005832207,0.001282521,0.0005349031,0.0007441041,0.0007913143,0.001323049],"category_scores_gemma":[0.007052176,0.0004191466,0.000572301,0.0004760716,0.0009708257,0.0008822583,0.000995865,0.00137481,0.0001588284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601815,"about_ca_system_score_gemma":0.004878597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005508182,"about_ca_topic_score_gemma":0.01140393,"domain_scores_codex":[0.9981828,0.0009477558,0.000145792,0.0001547063,0.0002525598,0.0003163472],"domain_scores_gemma":[0.9973001,0.001554697,0.0004109237,0.0002006096,0.000239676,0.0002940433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007695272,0.2872179,0.1108502,0.004545304,0.0002706834,0.007528081,0.1890474,0.002173784,0.02781991,0.002887785,0.001875805,0.3580879],"study_design_scores_gemma":[0.01349892,0.3793416,0.4266286,0.001483486,0.0004635955,0.002613219,0.1332288,0.001909343,0.02236015,0.002330485,0.01591513,0.0002267167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976398,0.00007705324,0.000263148,0.00005575582,0.000006924284,0.001322107,0.00003426107,0.00001039567,0.0005906392],"genre_scores_gemma":[0.9877748,0.0004680252,0.00526166,0.0002140112,0.00001546126,0.005304629,0.0001093052,0.000005539083,0.0008465491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005508182,"threshold_uncertainty_score":0.01765996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02738226778294689,"score_gpt":0.3949311359627171,"score_spread":0.3675488681797702,"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."}}