{"id":"W1903127205","doi":"10.1002/smj.2245","title":"Reconceptualizing competitive dynamics: A multidimensional framework","year":2014,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":350,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Batten Institute for Innovation and Entrepreneurship, Darden School of Business, University of Virginia; Darden School Foundation","keywords":"Conceptualization; Competition (biology); Transaction cost; Competitive advantage; Industrial organization; Field (mathematics); Economics; Stakeholder; Conceptual framework; Dynamics (music); Time horizon; Database transaction; Microeconomics; Computer science; Sociology; Management; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008397604,0.0002679832,0.0002417151,0.0004051861,0.0005554553,0.0006209798,0.0002976695,0.0001091788,0.001414556],"category_scores_gemma":[0.00003326843,0.0002430608,0.0001036203,0.0006667265,0.00009983814,0.0009631115,0.0001231054,0.0005010556,0.0004625409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007486461,"about_ca_system_score_gemma":0.00001831471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002677409,"about_ca_topic_score_gemma":0.00002270566,"domain_scores_codex":[0.9982819,0.00003272725,0.0005066657,0.0003178683,0.0004285031,0.000432317],"domain_scores_gemma":[0.9989158,0.00004771908,0.0004641331,0.000216811,0.0003306341,0.00002492937],"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":[0.00003027868,0.00006429141,0.001807185,0.00008981152,0.00006552458,0.00003012291,0.00001405481,0.0001295898,0.00001522466,0.9943634,0.0002980995,0.003092445],"study_design_scores_gemma":[0.0009818836,0.00002451697,0.003817298,0.0003572714,0.00008840206,0.00003637951,0.004267136,0.03221641,0.000005856685,0.9386917,0.01902905,0.0004841292],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06564823,0.00003239171,0.01862028,0.002070758,0.001818078,0.0002289343,0.000001576675,0.0001609241,0.9114189],"genre_scores_gemma":[0.9877157,0.00002514598,0.007122129,0.002398,0.002200421,0.00001104194,0.00005331872,0.00003219729,0.0004420677],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9220675,"threshold_uncertainty_score":0.9994983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02621933188076603,"score_gpt":0.2429671665601844,"score_spread":0.2167478346794184,"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."}}