{"id":"W4416005949","doi":"10.5465/amproc.2025.10872symposium","title":"Revitalizing the Role of Sensemaking and Interpretation in Experiential Learning","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Organizational Learning and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sensemaking; Experiential learning; Interpretation (philosophy); Focus (optics); Cognitive reframing; Experiential knowledge; Organizational learning","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":[0.0005125077,0.0000891376,0.0001332388,0.0003493611,0.00008716539,0.0000708493,0.0001474989,0.00004755928,0.00001309557],"category_scores_gemma":[0.000151984,0.00007785208,0.00002623319,0.0006388859,0.00006848648,0.000497253,0.0001856468,0.0001797931,0.000002679378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001135978,"about_ca_system_score_gemma":0.000002065789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836069,"about_ca_topic_score_gemma":4.446398e-7,"domain_scores_codex":[0.9992599,0.000006197162,0.0002721647,0.0001747889,0.0001627236,0.0001242521],"domain_scores_gemma":[0.9996586,0.00003492942,0.0002336928,0.00002505706,0.00004462818,0.000003077695],"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":[0.00008957689,0.00003883639,0.1864881,0.001913064,0.00007695952,4.256348e-7,0.00270983,0.0002167323,0.003756643,0.7461508,0.00044356,0.05811546],"study_design_scores_gemma":[0.002523693,0.00004365375,0.401104,0.005940866,0.0005395297,0.000003168584,0.1636537,0.0654365,0.009478785,0.05280774,0.2976137,0.0008546676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9371008,0.0007559211,0.000178652,0.002966412,0.0000475932,0.0002941488,8.597203e-8,0.00005285486,0.05860354],"genre_scores_gemma":[0.9989101,0.0000305238,0.0001215524,0.0004989761,0.00007099117,0.000008950052,0.000001262099,0.000009749556,0.000347952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.693343,"threshold_uncertainty_score":0.3174716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008632256346643998,"score_gpt":0.2334606323147528,"score_spread":0.2248283759681088,"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."}}