{"id":"W2001827786","doi":"10.5539/ass.v9n3p208","title":"A Study of Flexible Working Hours and Motivation","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data collection; Order (exchange); Working hours; Descriptive statistics; Psychology; Balance (ability); Applied psychology; Work (physics); Null hypothesis; Working environment; Operations management; Computer science; Business; Statistics; Mathematics; Engineering; Economics","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":[0.0008406568,0.00006676441,0.000117252,0.00009004196,0.0009055543,0.0001311112,0.0003405256,0.00004913823,0.00006577221],"category_scores_gemma":[0.0001874541,0.00006629156,0.00001697378,0.001114231,0.001245398,0.0005266512,0.00008238576,0.0000809292,0.00001080493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007027906,"about_ca_system_score_gemma":0.0001272984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602634,"about_ca_topic_score_gemma":0.0005097904,"domain_scores_codex":[0.998563,0.00009256741,0.0001315939,0.0002473214,0.0006257099,0.0003398279],"domain_scores_gemma":[0.9995145,0.00006554422,0.0001071439,0.0000949899,0.0001260906,0.00009169989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001858863,0.000126787,0.5619615,0.000001702513,0.000005271399,4.930194e-7,0.284548,1.590334e-7,0.000266273,0.01007384,0.0001856707,0.1428285],"study_design_scores_gemma":[0.00009391225,0.0000335179,0.7493281,0.000008453791,0.000002582457,8.157166e-8,0.2488443,1.789128e-7,0.00001432702,0.001516836,0.00009993128,0.00005778185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7048182,0.0000328141,0.00000916408,0.000373227,0.0001355037,0.0002740008,1.60608e-7,0.00004432897,0.2943126],"genre_scores_gemma":[0.9993116,0.00001344961,0.00009225503,0.00002688893,0.0001804971,0.00002475501,9.28713e-8,0.000004623632,0.0003457907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2944934,"threshold_uncertainty_score":0.6964883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05120478681822094,"score_gpt":0.3240899705576473,"score_spread":0.2728851837394263,"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."}}