{"id":"W3168161863","doi":"10.5958/2278-4853.2021.00356.6","title":"An empirical work life balance study on context of women employees","year":2021,"lang":"en","type":"article","venue":"Asian Journal of Multidimensional Research","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Police Service","funders":"","keywords":"Work–life balance; Context (archaeology); Balance (ability); Work (physics); Empirical research; Sociology; Demographic economics; Economics; Psychology; Mathematics; Engineering; Geography; Statistics; Mechanical engineering","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":[0.009012657,0.0001541358,0.0005405007,0.0003107305,0.000409395,0.00006061973,0.000625976,0.000139347,0.0004200594],"category_scores_gemma":[0.005716326,0.0001312298,0.0001323036,0.001015238,0.0005974387,0.0002624729,0.0001232469,0.001048028,0.00005343836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005078221,"about_ca_system_score_gemma":0.002386109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004617088,"about_ca_topic_score_gemma":0.0001668098,"domain_scores_codex":[0.9911935,0.003480448,0.0006479273,0.0003376846,0.003501556,0.0008388884],"domain_scores_gemma":[0.9941019,0.001867849,0.0002554196,0.0003879066,0.002469309,0.00091766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00117858,0.004606463,0.8540941,0.00001312515,0.0002147238,0.0005651338,0.1244947,0.00004615157,0.00136223,0.0007452531,0.006597043,0.006082477],"study_design_scores_gemma":[0.001290211,0.001939895,0.6734109,0.0002037737,0.000006845271,0.000007143557,0.3173267,0.000002325223,0.0002806002,0.0003471309,0.005048826,0.0001356546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917431,0.0006886372,0.000006166762,0.004844863,0.0002985098,0.0002238752,0.0000043408,0.00001304929,0.002177481],"genre_scores_gemma":[0.9982577,0.000190288,0.0005479289,0.0001495209,0.0005011816,0.000009431937,0.000001005429,0.00002357923,0.0003193585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.192832,"threshold_uncertainty_score":0.6843389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.138210805526758,"score_gpt":0.4551510138840989,"score_spread":0.3169402083573408,"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."}}