{"id":"W2147843187","doi":"10.5267/j.msl.2013.07.009","title":"A social work study on the effect of quality of life improvement on reduction of work-family and family-work conflicts","year":2013,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Quality (philosophy); Work–family conflict; Psychology; Reduction (mathematics); Social psychology; Computer science; Mathematics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005406158,0.0002043111,0.0004010721,0.0002266237,0.0005419126,0.00008684417,0.0008009805,0.00005253206,0.00001792668],"category_scores_gemma":[0.0001765747,0.0001482072,0.00008805367,0.001989985,0.002160558,0.0002072986,0.000223035,0.0001728653,0.00001145213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001334186,"about_ca_system_score_gemma":0.00001670076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005770814,"about_ca_topic_score_gemma":0.000008200976,"domain_scores_codex":[0.9962287,0.0005875145,0.0005109477,0.0005166548,0.001691271,0.0004649393],"domain_scores_gemma":[0.9984804,0.0003967183,0.0005142692,0.0004594636,0.00006307411,0.00008609826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001009849,0.001196967,0.801011,0.0003287786,0.0004300933,0.000002405806,0.08139434,0.0003694035,0.04230247,0.008520514,0.02314419,0.04028996],"study_design_scores_gemma":[0.0005962413,0.0004707403,0.9745902,0.0001142168,0.00002858873,6.364905e-9,0.02337797,6.695448e-7,0.0004499085,0.00007231492,0.000148801,0.0001503599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831052,0.00003318191,0.00001512306,0.009032874,0.0003709573,0.002179329,0.000001012603,0.00003321224,0.005229129],"genre_scores_gemma":[0.998603,0.00002514676,0.0000415055,0.0009655331,0.00009271776,0.000144961,3.689604e-7,0.000009836034,0.0001169012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1735792,"threshold_uncertainty_score":0.7960665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03945293211715671,"score_gpt":0.3115098836333867,"score_spread":0.27205695151623,"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."}}