{"id":"W4416092349","doi":"10.1080/00223891.2025.2582708","title":"Longitudinal Dynamics of Mattering Constructs in Chinese Adolescents: Gender Differences in Patterns of Stability and Change","year":2025,"lang":"en","type":"article","venue":"Journal of Personality Assessment","topic":"Attachment and Relationship Dynamics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Measurement invariance; Stability (learning theory); Longitudinal study; Confirmatory factor analysis; Multilevel model; Reliability (semiconductor); Dynamics (music)","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":[0.000729889,0.0001168812,0.0004148454,0.0002618413,0.00001881234,0.000009568862,0.0001242458,0.00009057709,0.0001151497],"category_scores_gemma":[0.00002058869,0.00009486039,0.00006629416,0.0002342374,0.0001065368,0.0001192509,0.00005994768,0.0003473319,9.074826e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001993052,"about_ca_system_score_gemma":0.00007561624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000418092,"about_ca_topic_score_gemma":0.001142874,"domain_scores_codex":[0.9985677,0.0002211036,0.0007078112,0.0001387182,0.0002237898,0.00014086],"domain_scores_gemma":[0.9991792,0.0001129926,0.0004459032,0.0001158457,0.0001102844,0.00003580358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007502292,0.0004592449,0.9928065,0.0004043824,0.00007473159,0.0000117924,0.002818378,0.000004166599,0.00003693542,0.002757977,8.673905e-7,0.0005499919],"study_design_scores_gemma":[0.001134683,0.00005611411,0.9915659,0.000437185,0.00002979212,0.00001070146,0.004383532,0.001447326,0.000001724243,0.0008658488,3.301387e-7,0.00006679447],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959098,0.0002218678,0.002671118,0.0004495018,0.000313389,0.0001590397,0.00004074246,0.000001746206,0.0002328348],"genre_scores_gemma":[0.9995357,0.00004568912,0.0003474584,0.0000267758,0.00002184225,0.000003879986,0.000003790497,0.000003910879,0.00001089644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003625996,"threshold_uncertainty_score":0.3868295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06965023265734661,"score_gpt":0.4184509619503282,"score_spread":0.3488007292929816,"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."}}