{"id":"W4416002395","doi":"10.5465/amproc.2025.11914symposium","title":"Building Bridges of Meaning: Bridging Purpose, Meaning and Meaningfulness of Work","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; Thompson Rivers University; Lakehead University","funders":"","keywords":"Kaleidoscope; Meaning (existential); Work (physics); Bridging (networking); Career development; Social exchange theory; Self-determination theory; Focus (optics)","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":[0.01417821,0.0008959037,0.000890878,0.004197129,0.0102859,0.01952884,0.002012537,0.003262822,0.005073731],"category_scores_gemma":[0.02379139,0.000741679,0.00101238,0.002539984,0.04764985,0.02596887,0.02644534,0.006031143,0.0008886319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005240649,"about_ca_system_score_gemma":0.007187143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317639,"about_ca_topic_score_gemma":0.003091148,"domain_scores_codex":[0.9880034,0.007945017,0.0003535931,0.001337371,0.001536717,0.0008240497],"domain_scores_gemma":[0.9835666,0.01007547,0.00133784,0.001786333,0.001283899,0.001949897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006316942,0.00009545396,0.00540723,0.000627293,0.00005788692,0.0004639488,0.474238,0.0002834473,0.0007143273,0.4342222,0.006695881,0.07713115],"study_design_scores_gemma":[0.00002746281,0.00008605194,0.005561662,0.001470699,0.00006418544,0.0004703524,0.1682802,0.0006839267,0.0003515721,0.6585499,0.1643731,0.0000809969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2679148,0.03224717,0.1580078,0.1024145,0.002436408,0.0003933974,0.0003041957,0.0003481418,0.4359335],"genre_scores_gemma":[0.9668656,0.005072549,0.0200342,0.002985653,0.0002633188,0.0002298545,0.0001313066,0.0001730604,0.004244456],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01952884,"threshold_uncertainty_score":0.07498246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0232887683961457,"score_gpt":0.2825874115289314,"score_spread":0.2592986431327857,"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."}}