{"id":"W2733995685","doi":"10.5539/jedp.v7n2p51","title":"Parents’ Social Validity Appraisals of Early Childhood Intervention Practice Guides","year":2017,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Family and Disability Support Research","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Department of Education","keywords":"Intervention (counseling); Psychology; Test (biology); Early childhood intervention; Developmental psychology; Field (mathematics); Clinical psychology; Applied psychology; Psychiatry","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":[0.001185255,0.0001027669,0.0002401234,0.0001009934,0.0002991194,0.00004939851,0.0003506607,0.0001130015,0.002862387],"category_scores_gemma":[0.001136888,0.00009362348,0.0001180521,0.00004332187,0.0004138811,0.0003728876,0.00008064857,0.0002389768,0.00009459533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000276719,"about_ca_system_score_gemma":0.0002025219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001815392,"about_ca_topic_score_gemma":0.0000153149,"domain_scores_codex":[0.9985621,0.0001940919,0.0006064457,0.0001894937,0.0002650917,0.0001827645],"domain_scores_gemma":[0.9982074,0.0004102861,0.0008078588,0.0001535218,0.0003167046,0.0001041804],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007424895,0.003518463,0.882194,0.00002694027,0.0003357045,0.000009416961,0.01144004,4.925445e-8,0.0004112382,0.003295468,0.05447501,0.04355122],"study_design_scores_gemma":[0.001111181,0.0003183961,0.9770014,0.00002480391,0.00002410924,0.0004487677,0.00733149,4.793122e-8,0.00002913905,0.00804784,0.005577418,0.00008545334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9542158,0.0002403639,0.00006277419,0.008497461,0.001462806,0.00009110796,0.00001069652,0.000002036707,0.03541692],"genre_scores_gemma":[0.9965518,0.00002719062,0.002250813,0.0003411008,0.0003386135,0.000006128112,0.00001069273,0.000007310373,0.0004663166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09480739,"threshold_uncertainty_score":0.9980491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421107553134685,"score_gpt":0.4919031508155763,"score_spread":0.3497923955021078,"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."}}