{"id":"W2092689784","doi":"10.1044/2015_ajslp-14-0105","title":"The Efficacy of Recasts in Language Intervention: A Systematic Review and Meta-Analysis","year":2015,"lang":"en","type":"review","venue":"American Journal of Speech-Language Pathology","topic":"Language Development and Disorders","field":"Psychology","cited_by":185,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Psychological intervention; Meta-analysis; Systematic review; Asha; Psychology; Intervention (counseling); Quality (philosophy); Variety (cybernetics); MEDLINE; Linguistics; Computer science; Medicine; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005099004,0.000521611,0.009826579,0.0009505629,0.00003629227,0.0000292142,0.0008651206,0.0001718399,0.000620173],"category_scores_gemma":[0.001010618,0.0002823285,0.002744519,0.001887135,0.0004724678,0.00006236974,0.0001530877,0.000696638,0.00003666466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007947707,"about_ca_system_score_gemma":0.0001419154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001552464,"about_ca_topic_score_gemma":0.0001373279,"domain_scores_codex":[0.9924699,0.00334587,0.002987243,0.000400737,0.0003922347,0.0004040261],"domain_scores_gemma":[0.992348,0.001153054,0.005264879,0.0008749321,0.0002109081,0.0001482177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00006218193,0.0003426268,0.00002091753,0.1722077,0.1474729,0.006805717,0.01611184,2.819814e-7,4.272676e-7,0.00009857913,0.0005955676,0.6562812],"study_design_scores_gemma":[0.0008981397,0.0006235564,0.00003125666,0.01853554,0.9427041,0.005199483,0.02320649,1.834595e-7,3.724303e-7,0.00002029547,0.008180501,0.0006000119],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003447296,0.9977556,0.00003580788,0.0001468266,0.0001571985,0.001053253,0.00004541796,0.0000104109,0.0004507909],"genre_scores_gemma":[0.0004007045,0.9976439,0.0005286429,0.0002094977,0.00005555174,0.00009943823,0.00003261776,0.00004964476,0.0009800353],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7952312,"threshold_uncertainty_score":0.9999629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0528280887706618,"score_gpt":0.4064955392787612,"score_spread":0.3536674505080994,"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."}}