{"id":"W2900914706","doi":"10.1080/03610926.2018.1473882","title":"Simultaneous estimation of Cronbach’s alpha coefficients","year":2018,"lang":"en","type":"article","venue":"Communication in Statistics- Theory and Methods","topic":"Statistical Methods and Bayesian Inference","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Estimator; Cronbach's alpha; Monte Carlo method; Mathematics; Statistics; Homogeneity (statistics); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05671089,0.00114319,0.001910143,0.004527331,0.0006077425,0.002433195,0.001425276,0.001036079,0.002173549],"category_scores_gemma":[0.2367547,0.0009150172,0.00275495,0.004770042,0.001401186,0.00302863,0.003216874,0.002222475,0.001023324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000599978,"about_ca_system_score_gemma":0.001805493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008278976,"about_ca_topic_score_gemma":0.0007736931,"domain_scores_codex":[0.9613458,0.02326158,0.002597806,0.005936714,0.006090677,0.0007674247],"domain_scores_gemma":[0.8196818,0.1246577,0.01159025,0.02343948,0.01968707,0.0009437227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004670823,0.0001794449,0.1313906,0.0009317741,0.002991775,0.0003170571,0.004659155,0.03763375,0.005261265,0.06572279,0.005012722,0.7454326],"study_design_scores_gemma":[0.000212574,0.00186398,0.2415015,0.0009705815,0.001834135,0.0009492036,0.003033943,0.3268841,0.01563536,0.3884412,0.01824345,0.0004299748],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1041722,0.0005970366,0.8899999,0.0002324644,0.0001192674,0.0002777323,0.0003590317,0.0003565792,0.003885786],"genre_scores_gemma":[0.661907,0.0005475942,0.3342158,0.0001095257,0.0001250601,0.001187369,0.0006553867,0.0001357157,0.00111646],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05671089,"threshold_uncertainty_score":0.2999194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05876659595279048,"score_gpt":0.476607302646101,"score_spread":0.4178407066933105,"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."}}