{"id":"W4416007216","doi":"10.5465/amproc.2025.21791symposium","title":"Commitment Dynamics in the Contemporary Workplace: Exploring the Implications of Changes and Crises","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Flexibility (engineering); Context (archaeology); Organizational commitment; Affect (linguistics); Identity (music); Psychological contract; Organizational behavior","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003714412,0.0002485709,0.0003973419,0.001451888,0.004782395,0.008025759,0.001422374,0.001951137,0.003637901],"category_scores_gemma":[0.008384568,0.0002775595,0.0004304518,0.001771368,0.008165018,0.007927648,0.006695413,0.003780634,0.0003612853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004055568,"about_ca_system_score_gemma":0.002585226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005143607,"about_ca_topic_score_gemma":0.006714846,"domain_scores_codex":[0.997378,0.001474051,0.00006531239,0.0002608935,0.0003764028,0.0004454405],"domain_scores_gemma":[0.9959285,0.002148746,0.0005371859,0.0001858085,0.0003733857,0.0008263487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001749534,0.0002406584,0.0507314,0.0004797009,0.00007681445,0.001710949,0.6852627,0.001461878,0.001221415,0.1575606,0.009332382,0.09174652],"study_design_scores_gemma":[0.00001053533,0.000115271,0.07916361,0.0005495765,0.00002091614,0.0005841651,0.8015609,0.002175066,0.0002027913,0.0748776,0.04067154,0.00006800824],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8683897,0.01440086,0.007616665,0.05784318,0.0005012367,0.0000670295,0.0002068862,0.00005660351,0.05091786],"genre_scores_gemma":[0.9934582,0.003745748,0.0007383214,0.0007067791,0.00008402359,0.0000462995,0.0000418272,0.00001906266,0.001159845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008025759,"threshold_uncertainty_score":0.02942538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09219692814168441,"score_gpt":0.3391525517709874,"score_spread":0.246955623629303,"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."}}