{"id":"W2506957596","doi":"10.1002/jsc.2066","title":"Structural Breaks in the Interconnected Relation between Decision‐Making and Applied Strategic Agility on Public Insurance and Bank Projects","year":2016,"lang":"en","type":"article","venue":"Strategic Change","topic":"Banking stability, regulation, efficiency","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mining Association of Canada; University of Ottawa","funders":"","keywords":"Relation (database); Business; Process management; Actuarial science; Marketing; Computer science","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":[0.002280961,0.0002123647,0.0004494178,0.0008024842,0.0006981026,0.0028818,0.0006722782,0.001589301,0.02699445],"category_scores_gemma":[0.01872103,0.0004300134,0.0006831758,0.0008640601,0.002687057,0.002893678,0.001907918,0.002654481,0.0008391796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001408992,"about_ca_system_score_gemma":0.0007513554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003158115,"about_ca_topic_score_gemma":0.004485784,"domain_scores_codex":[0.9988461,0.0003909812,0.00006904881,0.0002546462,0.0001277724,0.0003114657],"domain_scores_gemma":[0.976974,0.01389301,0.005863606,0.001459452,0.0007507936,0.001059124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001526456,0.0009783682,0.2284708,0.0003141271,0.000817862,0.0006362782,0.004474709,0.08450831,0.009546291,0.6142806,0.003531747,0.05091444],"study_design_scores_gemma":[0.0001566755,0.0002625133,0.3300911,0.00007032831,0.0001507211,0.0001117229,0.002958479,0.06289823,0.001282534,0.5995856,0.002351353,0.0000806969],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736338,0.0002328229,0.01049528,0.001722198,0.00001353196,0.00002968984,0.0002484677,0.00003336142,0.01359076],"genre_scores_gemma":[0.9989783,0.00004242956,0.0003647091,0.00003035803,0.000005917539,0.000008906418,0.00003985163,0.000004001326,0.0005255774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02699445,"threshold_uncertainty_score":0.09030539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1188699279717285,"score_gpt":0.2714693265230981,"score_spread":0.1525993985513696,"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."}}