{"id":"W2020806678","doi":"10.1287/orsc.1090.0501","title":"Escalating Indecision: Between Reification and Strategic Ambiguity","year":2010,"lang":"en","type":"article","venue":"Organization Science","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":230,"is_retracted":false,"has_abstract":true,"ca_institutions":"HEC Montréal; Global Affairs Canada; Université de Montréal","funders":"","keywords":"Reification (Marxism); Ambiguity; Phenomenon; Action (physics); Epistemology; Closure (psychology); Knowledge management; Sociology; Business; Public relations; Computer science; Political science; Politics","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":[0.0006321432,0.00009562971,0.00008768489,0.0002261331,0.0009646243,0.0007482967,0.0002896481,0.00003692599,0.0003867084],"category_scores_gemma":[0.0008479412,0.0000872939,0.000007118444,0.003025615,0.0002315438,0.001455528,0.0003215493,0.00009622144,0.0001848424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001289017,"about_ca_system_score_gemma":0.00002788241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003106018,"about_ca_topic_score_gemma":0.00002547208,"domain_scores_codex":[0.9988961,0.000002832995,0.0001900028,0.0003198497,0.0004299525,0.0001612125],"domain_scores_gemma":[0.9990202,0.00002873777,0.0001502044,0.000172326,0.0006114374,0.00001711995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[5.565424e-7,0.0000113356,0.7189262,0.00001398085,0.000002333562,3.150072e-7,0.00004027631,0.00000417355,0.009952947,0.2686079,0.0001882981,0.002251707],"study_design_scores_gemma":[0.0001345108,0.000002548701,0.9675264,0.00000641598,0.00001586886,6.786449e-7,0.0001669744,0.0008414256,0.000820689,0.02846167,0.001857681,0.0001650699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694586,0.000006918475,0.003545145,0.001196036,0.0002866023,0.0001372335,6.12717e-7,0.0001405606,0.02522832],"genre_scores_gemma":[0.9979088,0.00000379953,0.001020035,0.0003331005,0.0005627839,0.000001247197,0.0000184682,0.00001263938,0.0001391435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2486003,"threshold_uncertainty_score":0.7419208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030433447876286,"score_gpt":0.2515112295671354,"score_spread":0.2210777816908494,"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."}}