{"id":"W2791075540","doi":"","title":"The Role of Multiple-Group Measurement Invariance in Family Psychology Research.","year":2016,"lang":"en","type":"article","venue":"Grantee Submission","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Measurement invariance; Psychology; Hierarchy; Developmental psychology; Property (philosophy); Social psychology; Mathematics; Statistics; Epistemology; Political science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1169437,0.0008332653,0.001705645,0.00421536,0.003851203,0.003723345,0.002723318,0.00138501,0.004057167],"category_scores_gemma":[0.2880495,0.000728193,0.002171832,0.005986181,0.01510279,0.008991494,0.006342139,0.004916029,0.000370296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003034114,"about_ca_system_score_gemma":0.003651229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003903094,"about_ca_topic_score_gemma":0.004085648,"domain_scores_codex":[0.8720159,0.1031681,0.003547113,0.00998139,0.009958419,0.001329051],"domain_scores_gemma":[0.6440061,0.269483,0.02305143,0.05133313,0.009887731,0.002238645],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001908456,0.0001917878,0.1485491,0.00133097,0.001894169,0.0003802314,0.01395905,0.002321862,0.0008884948,0.6296579,0.004471232,0.1961643],"study_design_scores_gemma":[0.00005512846,0.0005961265,0.1030519,0.0007336122,0.0003780101,0.000548381,0.003404625,0.01164269,0.0007253105,0.8673289,0.01139522,0.0001399444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1361172,0.009581053,0.7980729,0.0125595,0.001456016,0.001124462,0.0005800831,0.0002910933,0.04021773],"genre_scores_gemma":[0.8902287,0.001116084,0.1046308,0.001172867,0.0005099635,0.001460944,0.0001967703,0.00009214265,0.0005917876],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8830563,"threshold_uncertainty_score":0.6184651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1062279694052006,"score_gpt":0.3816244092687716,"score_spread":0.275396439863571,"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."}}