{"id":"W4416005602","doi":"10.5465/amproc.2025.19799symposium","title":"Organizations as Interpretive Systems: Exploring Opportunities for Reintegration & Reinvigoration","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sensemaking; Embeddedness; Work (physics); Interdependence; Reflexivity; Session (web analytics)","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":[0.02594252,0.0007719212,0.000892468,0.002926011,0.01176239,0.0334532,0.003207588,0.005324745,0.006327207],"category_scores_gemma":[0.01462809,0.0007121188,0.001139657,0.002587072,0.07097617,0.03665394,0.01858929,0.008236893,0.0007779956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01056785,"about_ca_system_score_gemma":0.01040342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002388998,"about_ca_topic_score_gemma":0.003478818,"domain_scores_codex":[0.9770862,0.01864019,0.000272844,0.0008899639,0.001291554,0.001819301],"domain_scores_gemma":[0.9843845,0.01014917,0.000894961,0.002480517,0.00101931,0.001071494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001424113,0.00001805872,0.0003641717,0.00005493181,0.000006635245,0.0001785975,0.1428499,0.0002695055,0.0002334881,0.8439785,0.0017665,0.01026552],"study_design_scores_gemma":[0.00001178675,0.00003631081,0.0005467358,0.0003296703,0.00001516895,0.0002267719,0.1923897,0.001548425,0.0004484106,0.6220025,0.1824151,0.00002947038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1472785,0.01447062,0.1682929,0.1636954,0.002144343,0.0002575075,0.000099557,0.0004422729,0.5033189],"genre_scores_gemma":[0.966904,0.002884263,0.01566318,0.001659508,0.0003021144,0.0001760936,0.00004695558,0.0002107271,0.01215304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0334532,"threshold_uncertainty_score":0.1371988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0697151476044728,"score_gpt":0.2722208600743599,"score_spread":0.2025057124698871,"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."}}