{"id":"W2433299099","doi":"10.5539/jel.v5n3p173","title":"Building a Model of Support for Preschool Children with Speech and Language Disorders","year":2016,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Language Development and Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Psychological intervention; Context (archaeology); Language development; Developmental psychology; Scale (ratio)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001723088,0.0007041621,0.0002811532,0.001479362,0.004598393,0.005733663,0.002597824,0.002204958,0.007589679],"category_scores_gemma":[0.002258146,0.0003611286,0.0007948239,0.0008432769,0.005326175,0.004572519,0.004539664,0.002272937,0.001066471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005980636,"about_ca_system_score_gemma":0.01125488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02540951,"about_ca_topic_score_gemma":0.03234453,"domain_scores_codex":[0.9985768,0.0008038781,0.00004218436,0.0001725784,0.0001561367,0.0002484375],"domain_scores_gemma":[0.9985723,0.0004777297,0.0001085701,0.0000873079,0.0001622058,0.0005917738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002124862,0.001202897,0.02447988,0.0006136652,0.00006470759,0.004746681,0.2661067,0.006433545,0.00237765,0.6151632,0.007481923,0.07111665],"study_design_scores_gemma":[0.0004259222,0.00177985,0.02594196,0.00181653,0.0002712412,0.004943963,0.3023886,0.03325117,0.001866032,0.3466862,0.2803865,0.0002421177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4376376,0.001603624,0.08483114,0.03905652,0.0003790919,0.001055356,0.0004981815,0.0006720811,0.4342665],"genre_scores_gemma":[0.9127817,0.0009450564,0.0687506,0.0009001504,0.00002775293,0.0008199434,0.0001869473,0.00005295455,0.01553488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02540951,"threshold_uncertainty_score":0.05052322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008366241182668445,"score_gpt":0.3035760301204989,"score_spread":0.2952097889378305,"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."}}