{"id":"W7112342028","doi":"","title":"Control or Out of Control: work-life boundary management under the hybrid working context, In: Work Family Researcher Network Conference 2024, Concordia University, Montreal, 19-21, June, 2024.","year":2024,"lang":"en","type":"article","venue":"University of Birmingham Research Portal (University of Birmingham)","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Boundary (topology); Boundary-work; Work (physics); Flexibility (engineering); Control (management); Agency (philosophy)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.006040452,0.0004443655,0.001121481,0.001330103,0.001563599,0.0001455054,0.002812554,0.0004158003,0.002318417],"category_scores_gemma":[0.0002233596,0.0004934508,0.0005021562,0.003863085,0.006593904,0.0007550616,0.001178648,0.00163465,0.00006098621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006186757,"about_ca_system_score_gemma":0.002743979,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02951947,"about_ca_topic_score_gemma":0.09799929,"domain_scores_codex":[0.9922617,0.002016355,0.0005130086,0.001100428,0.002455673,0.001652801],"domain_scores_gemma":[0.9941899,0.002852254,0.0004720507,0.0008823333,0.0009199005,0.0006835377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.01675344,0.001340096,0.1427714,0.001238621,0.004316641,0.01467818,0.06133838,0.002274918,0.0001079213,0.04707722,0.6533852,0.05471801],"study_design_scores_gemma":[0.005335437,0.0003504639,0.07620977,0.002664486,0.0003528522,0.000005488507,0.485846,0.0004504011,0.00000205998,0.001118174,0.4268882,0.0007766185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5830439,0.01266832,0.006803456,0.01731407,0.003134329,0.006060824,0.0005642909,0.0005542216,0.3698565],"genre_scores_gemma":[0.920163,0.005756609,0.0002315377,0.00005954821,0.0001480293,6.958646e-7,0.00001512405,0.0000409435,0.0735845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4245076,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0812703156582534,"score_gpt":0.3109677912175837,"score_spread":0.2296974755593303,"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."}}