{"id":"W1904688255","doi":"10.3968/j.css.1923669720120804.2930","title":"Linkage Between Worksite Support with Work Role Expectation, Role Ambiguity and It’s Effects on Work-Family Confl ict","year":2012,"lang":"en","type":"article","venue":"Canadian social science","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Ambiguity; Information and Communications Technology; Office workers; Psychology; Social support; Public relations; Social psychology; Political science; Management; Engineering; Computer science; Law","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001743169,0.000264127,0.000328762,0.0002515407,0.002476858,0.000357759,0.0006989436,0.0002595473,0.00007726674],"category_scores_gemma":[0.000273033,0.0002632234,0.00005476829,0.002209079,0.001995965,0.0007818164,0.00006258606,0.0003887581,0.0001120764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000973352,"about_ca_system_score_gemma":0.001277935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01301811,"about_ca_topic_score_gemma":0.03783683,"domain_scores_codex":[0.9962604,0.0002376327,0.0002195435,0.0005689226,0.0009963495,0.001717168],"domain_scores_gemma":[0.9974496,0.0003263219,0.0001436702,0.0002608939,0.0001861965,0.001633321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001159362,0.00001601139,0.9160457,0.000005211398,0.00001263196,0.000005972179,0.06127271,4.983468e-7,0.0000337331,0.00137399,0.002757269,0.01846468],"study_design_scores_gemma":[0.0002191259,0.00005249205,0.9234762,0.00007939079,0.00002173601,3.218539e-7,0.03074682,1.533763e-7,0.00004870285,0.0001443124,0.04483769,0.0003730697],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.784461,0.000467559,0.000011193,0.001417668,0.0004108842,0.0004534358,0.00001365469,0.0001039528,0.2126607],"genre_scores_gemma":[0.9958214,0.0000499102,0.0001257073,0.001339452,0.001612422,0.00004881305,0.000007397538,0.00002629569,0.0009686567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.211692,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897678396818341,"score_gpt":0.2749206931627337,"score_spread":0.2559439091945502,"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."}}