{"id":"W3210312144","doi":"10.6000/2292-2598.2021.09.05.4","title":"Cooperation with Parents on Environmental Education of Preschool Children with Speech Disorders","year":2021,"lang":"en","type":"article","venue":"Journal of Intellectual Disability - Diagnosis and Treatment","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Psychology; Developmental psychology; Work (physics); Medical education; Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008960161,0.0001613494,0.0002394429,0.00005525888,0.0000692438,0.00001988799,0.0000585791,0.00005828411,0.00106795],"category_scores_gemma":[0.00006199677,0.0001044752,0.0000577723,0.0001011205,0.000182213,0.00009500748,0.000008535269,0.00009841874,0.00001375126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001756161,"about_ca_system_score_gemma":0.0001270418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006121163,"about_ca_topic_score_gemma":0.0001090001,"domain_scores_codex":[0.9990302,0.0001232751,0.0003244205,0.0002341197,0.0001617061,0.0001263231],"domain_scores_gemma":[0.9992623,0.0002263893,0.0001896551,0.0001788885,0.00005233688,0.00009043627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005552148,0.00975972,0.8601398,0.000004032277,0.0004934826,0.000001469088,0.004141989,0.000007970069,0.00002427401,0.00003826516,0.001213676,0.1236201],"study_design_scores_gemma":[0.001434973,0.003923304,0.9879488,0.0000774506,0.00014705,0.00009390764,0.003205394,7.433924e-7,0.002405667,0.0000615403,0.0005876679,0.0001134551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972605,0.0006450956,0.00002121459,0.0006985221,0.0002227166,0.0002906377,0.00001181406,0.00000365926,0.0008458981],"genre_scores_gemma":[0.9982402,0.0009830002,0.000337289,0.00007246376,0.00006575577,0.00006753729,0.00005295625,0.00001063544,0.0001701732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1278091,"threshold_uncertainty_score":0.9998452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733040360817378,"score_gpt":0.2876694403075065,"score_spread":0.2703390366993327,"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."}}