{"id":"W2064121214","doi":"10.1044/0161-1461.3102.155","title":"Patterns of Adult-Child Linguistic Interaction in Integrated Day Care Groups","year":2000,"lang":"en","type":"article","venue":"Language Speech and Hearing Services in Schools","topic":"Family and Disability Support Research","field":"Psychology","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Directive; Psychology; Language development; Developmental psychology; Reading (process); Augmentative and alternative communication; Language acquisition; Linguistics; Day care; Computer science; Medicine; Mathematics education; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002468459,0.0001391753,0.0002448312,0.0001937488,0.00003323695,0.00004299879,0.0001872452,0.0001393415,0.002381496],"category_scores_gemma":[0.00006700928,0.000131227,0.0000382203,0.0002603891,0.00002212945,0.0001163743,0.00005034462,0.0006467209,0.00008318076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005734033,"about_ca_system_score_gemma":0.00001666595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06484482,"about_ca_topic_score_gemma":0.04087289,"domain_scores_codex":[0.9986625,0.0001526234,0.0003613248,0.0003497959,0.0001530082,0.0003207727],"domain_scores_gemma":[0.9993828,0.00009492311,0.00004150651,0.0003415981,0.00005681355,0.00008236572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001938798,0.0001337748,0.8968608,0.0003587925,0.00001177765,0.0001606012,0.04854843,0.000008465218,0.0002421602,0.0001215252,0.00000598363,0.05335376],"study_design_scores_gemma":[0.0009924223,0.000113679,0.8307995,0.0007705788,0.000006682397,0.00002287992,0.1660839,0.00008743661,0.0006648753,0.0001339184,0.0001621591,0.0001619871],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9804203,0.0005528395,0.000002689259,0.00006060529,0.0001484289,0.0002497312,0.00003130572,0.00003144333,0.01850265],"genre_scores_gemma":[0.9991753,0.00004327352,0.0001274525,0.0002042388,0.00008871558,0.00002331286,0.00009851203,0.00001501068,0.0002242025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1175355,"threshold_uncertainty_score":0.9985304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01328786316042012,"score_gpt":0.3326484696333071,"score_spread":0.319360606472887,"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."}}