{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001356562,0.0001335758,0.0003253972,0.0004057315,0.0002421995,0.00004116314,0.0004547178,0.0001014275,0.00001430934],"category_scores_gemma":[0.0001432113,0.0001532967,0.00006729369,0.0009615711,0.0003093024,0.0004163864,0.0005417211,0.0001350372,4.468872e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006074939,"about_ca_system_score_gemma":0.00002309561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001575051,"about_ca_topic_score_gemma":0.000004124185,"domain_scores_codex":[0.9984658,0.00001647619,0.0003874938,0.0002902916,0.0005613648,0.0002785903],"domain_scores_gemma":[0.9993593,0.00007262795,0.000341867,0.00004032485,0.0001302864,0.00005564009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005017574,0.00002591489,0.1110483,0.0006778335,0.000146293,5.516249e-7,0.009730932,0.000004756352,0.0005128742,0.8412638,0.002912042,0.03362661],"study_design_scores_gemma":[0.004118044,0.0001114899,0.5103174,0.008225594,0.001445059,0.000001590677,0.1188505,0.0001719016,0.1325487,0.1065152,0.1161272,0.001567373],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8290769,0.0002537629,0.0006825791,0.001597891,0.0001057215,0.0004073525,0.000001511846,0.00006784068,0.1678064],"genre_scores_gemma":[0.9942572,0.0002246981,0.004205197,0.00009151649,0.0000315865,0.000005529054,4.065847e-7,0.000007085738,0.001176796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7347485,"threshold_uncertainty_score":0.6251257,"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."}}