{"id":"W2002919651","doi":"10.1016/j.jfludis.2009.05.001","title":"The Peer Attitudes Toward Children who Stutter scale: Reliability, known groups validity, and negativity of elementary school-age children's attitudes","year":2009,"lang":"en","type":"article","venue":"Journal of Fluency Disorders","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":74,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stuttering; Psychology; Construct validity; Scale (ratio); Developmental psychology; Test (biology); Clinical psychology; Internal consistency; Psychometrics","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":[],"consensus_categories":[],"category_scores_codex":[0.001223899,0.0002829124,0.0004705646,0.0001613203,0.0002702642,0.0001113531,0.0005442521,0.00009558941,0.0002667425],"category_scores_gemma":[0.0002292686,0.0001865435,0.000263257,0.0002128087,0.0004095245,0.0002415045,0.0001340891,0.0005548205,0.0000158878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009269196,"about_ca_system_score_gemma":0.00007368228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003972926,"about_ca_topic_score_gemma":0.0001627341,"domain_scores_codex":[0.997255,0.000346222,0.0006925189,0.0003347073,0.0008481861,0.0005233673],"domain_scores_gemma":[0.9984499,0.0002649784,0.0003531617,0.00047264,0.0002179133,0.000241364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002635031,0.001135346,0.9768235,0.00001731369,0.0004452597,0.00001427856,0.0005723622,0.00001056771,0.00006346995,0.0001284157,0.005517512,0.01500847],"study_design_scores_gemma":[0.0019693,0.001578432,0.9905849,0.00007206545,0.000103369,0.00005857373,0.0001395967,6.420256e-7,0.00006693894,0.005080523,0.0001740845,0.0001715916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891523,0.002003833,0.00003908492,0.00700953,0.000209841,0.0004672236,0.00003219075,0.0000166384,0.001069414],"genre_scores_gemma":[0.9980235,0.0009591873,0.0002999877,0.0002321696,0.0001908899,0.000009757326,0.000006558803,0.00001918189,0.0002588005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01483688,"threshold_uncertainty_score":0.7607022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01709244988998077,"score_gpt":0.3298098878061231,"score_spread":0.3127174379161424,"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."}}