{"id":"W153116925","doi":"10.69645/yxiy5664","title":"Research methodology for strategy as practice","year":2014,"lang":"en","type":"article","venue":"˜The œbusiness & management collection.","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Management science; Process management; Business; Economics","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005592689,0.000294364,0.0003052696,0.0009185486,0.001849266,0.001266221,0.0006269764,0.000143869,0.0002385952],"category_scores_gemma":[0.0006529063,0.0002365271,0.00008877277,0.006536505,0.0001960128,0.001887653,0.0003425844,0.0003012216,0.0003922126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001050858,"about_ca_system_score_gemma":0.00006745043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615459,"about_ca_topic_score_gemma":0.0005536918,"domain_scores_codex":[0.997339,0.0001899004,0.0005165844,0.0006214682,0.000640785,0.0006922923],"domain_scores_gemma":[0.9950654,0.0007934032,0.0003751726,0.0006257064,0.003125336,0.00001497233],"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":[0.0004488221,0.000188026,0.00009224961,0.0004651384,0.0001356271,0.000004569404,0.00002914888,0.001524177,0.00009264873,0.8251626,0.1045002,0.0673568],"study_design_scores_gemma":[0.001050371,0.0000386234,0.01158325,0.0000333196,0.00015641,0.00001032306,0.002478435,0.006689789,0.000008462715,0.06738352,0.9102639,0.0003036207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005980041,0.0002001698,0.1676995,0.03154938,0.003623526,0.00338163,0.000001638535,0.000496473,0.7870677],"genre_scores_gemma":[0.9537928,0.0001698354,0.005680691,0.008581871,0.005259076,0.001573463,0.0001114842,0.0001333864,0.02469745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9478127,"threshold_uncertainty_score":0.9997706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.122178433198845,"score_gpt":0.3656303157871922,"score_spread":0.2434518825883473,"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."}}