{"id":"W2912045721","doi":"10.7202/1057131ar","title":"Measuring School–Family Conflict and Enrichment in University Student Parents: A Measurement Validation Study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Higher Education","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Confirmatory factor analysis; Scale (ratio); Context (archaeology); Family conflict; Affect (linguistics); Construct validity; Test validity; Social psychology; Developmental psychology; Family Environment Scale; Structural equation modeling; Psychometrics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001286439,0.00007948561,0.000141744,0.000323645,0.0001326211,0.00008275087,0.000206847,0.00004529703,0.0001180566],"category_scores_gemma":[0.0000435126,0.00008670978,0.00002406234,0.0002336453,0.00003713339,0.0003205781,0.000009118164,0.0001475131,0.00001408549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002689812,"about_ca_system_score_gemma":0.003399236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02415259,"about_ca_topic_score_gemma":0.06840462,"domain_scores_codex":[0.9986432,0.0003050034,0.0002082311,0.0001363254,0.000496569,0.0002106962],"domain_scores_gemma":[0.9989519,0.00002437622,0.0001744757,0.0001049455,0.0003805918,0.0003636891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007554754,0.0001011503,0.9838881,0.000005218893,0.00002515705,0.000003692258,0.01423812,0.0000174042,0.00005059247,0.0002091179,0.001075079,0.0003788439],"study_design_scores_gemma":[0.000426082,0.00006610378,0.8667494,0.00008906749,0.00001852068,5.8723e-7,0.0792308,6.207944e-8,0.000003027373,0.00004508197,0.05329268,0.00007860042],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896654,0.003500807,0.000002190098,0.0007856877,0.001433744,0.0003720468,7.080646e-7,0.000004356998,0.004235051],"genre_scores_gemma":[0.9982066,0.0002305496,0.00002799085,0.00008004787,0.0001642461,0.000002030721,5.742222e-7,0.000005725893,0.001282276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1171387,"threshold_uncertainty_score":0.9823456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06432572488996934,"score_gpt":0.3050430298214736,"score_spread":0.2407173049315042,"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."}}