{"id":"W2264768107","doi":"","title":"Algorithmic Foundations for Business Strategy","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sophistication; Computer science; Set (abstract data type); Adaptation (eye); Management science; Key (lock); Strategic management; Strategic planning; Competitive advantage; Business; Economics; Marketing","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":[0.001954368,0.0009159104,0.000879939,0.001614527,0.001338608,0.00516248,0.001408225,0.002098551,0.009808872],"category_scores_gemma":[0.006248,0.0004346862,0.001496547,0.001798699,0.005702708,0.006076523,0.002591128,0.003298382,0.001688333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002652704,"about_ca_system_score_gemma":0.001775373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157443,"about_ca_topic_score_gemma":0.001551133,"domain_scores_codex":[0.9984002,0.0006501463,0.0001092492,0.000238732,0.0004471515,0.0001546007],"domain_scores_gemma":[0.9965382,0.002360457,0.0002086646,0.0005112188,0.0002679805,0.0001135706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000125077,0.000003298603,0.00004358729,0.00002167129,0.000004763349,0.000007016307,0.00003151847,0.0032113,0.00002750424,0.9931589,0.0005144534,0.002974716],"study_design_scores_gemma":[0.000002384064,0.000002939488,0.00002877432,0.00001204035,0.000001354091,0.000008873869,0.0000155831,0.006885809,0.0000178702,0.9869019,0.00612036,0.000002198899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01170669,0.007570478,0.8170466,0.009885161,0.0003483989,0.0001266816,0.0004165492,0.0002756749,0.1526237],"genre_scores_gemma":[0.5900908,0.01011999,0.3671038,0.001885097,0.001561367,0.0008605151,0.0009711314,0.0002169839,0.02719035],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009808872,"threshold_uncertainty_score":0.03281391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02006491349375156,"score_gpt":0.2467802286751879,"score_spread":0.2267153151814363,"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."}}