{"id":"W7075611960","doi":"","title":"Cross-national validation of the What is Happening in this Class? (WIHIC) questionnaire using confirmatory factor analysis","year":2003,"lang":"en","type":"article","venue":"Research Bank (Australian Catholic University)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Confirmatory factor analysis; Structural equation modeling; Happening; Sample (material); Psychosocial; Scale (ratio); Measurement invariance; Measure (data warehouse)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008180559,0.0001143113,0.0002285732,0.001048917,0.0002266684,0.00008523218,0.0002213172,0.0001674796,0.0004479541],"category_scores_gemma":[0.0007879527,0.0001055106,0.0001588154,0.002733908,0.0003761605,0.0005012756,0.00008154282,0.000501097,0.00001431248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113878,"about_ca_system_score_gemma":0.0005925632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426528,"about_ca_topic_score_gemma":0.00006949247,"domain_scores_codex":[0.9978515,0.0004502643,0.0002115343,0.0002723743,0.0008742369,0.0003401131],"domain_scores_gemma":[0.9986054,0.0002058748,0.00009938554,0.0003017058,0.0006356044,0.0001520303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058191,0.0001837899,0.9850252,0.0001257646,0.0002595188,0.0001133906,0.003420152,0.002341163,0.003719793,0.003918668,0.000242558,0.0005441888],"study_design_scores_gemma":[0.002598403,0.0001319245,0.8752521,0.001247238,0.0004058525,0.00004959919,0.001853211,0.002379158,0.08111813,0.0001546165,0.03442534,0.0003844243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957721,0.00007086025,0.00008604463,0.0006373795,0.00004597002,0.0002326434,0.00004065656,0.00001727749,0.003097108],"genre_scores_gemma":[0.9946895,0.00006645417,0.0002522595,0.00004061293,0.00002177855,6.193313e-7,0.00001880606,0.00000863286,0.004901379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1097731,"threshold_uncertainty_score":0.4904784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1181859285447196,"score_gpt":0.3835650919966495,"score_spread":0.2653791634519299,"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."}}