{"id":"W2053977786","doi":"10.1016/j.jbusres.2004.11.007","title":"Balancing exploration and exploitation: The moderating role of competitive intensity","year":2005,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":838,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Contingency; Argument (complex analysis); Contingency theory; Competition (biology); Industrial organization; Competitive advantage; Microeconomics; Business; Economics; Marketing; Management; Ecology","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":[0.004148292,0.000364779,0.0006935128,0.0006876984,0.0009584763,0.004895934,0.0007383762,0.002098959,0.008313145],"category_scores_gemma":[0.03027321,0.0005512793,0.0003773518,0.0007614894,0.001833795,0.002908854,0.002230869,0.001716136,0.0005415322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004736486,"about_ca_system_score_gemma":0.001269259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002186458,"about_ca_topic_score_gemma":0.003428247,"domain_scores_codex":[0.99796,0.001107338,0.0001030585,0.0002498293,0.0002959997,0.0002838502],"domain_scores_gemma":[0.9328263,0.05666864,0.004443778,0.001783419,0.0009964403,0.003281357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01088751,0.002879851,0.8765421,0.0003243949,0.0007462627,0.0008506304,0.01085197,0.00209897,0.02871343,0.01487022,0.001644191,0.04959043],"study_design_scores_gemma":[0.000417522,0.000767125,0.9651704,0.00008022953,0.0004425824,0.0003854317,0.004856793,0.004302911,0.002088243,0.01952768,0.001877452,0.00008358502],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994332,0.000221638,0.0003091549,0.0005509846,0.00001275547,0.00001104866,0.00002832116,0.000006507825,0.004527662],"genre_scores_gemma":[0.9988084,0.00009321501,0.0002228458,0.0001018999,0.00001834317,0.00001248482,0.00002654576,0.0000200019,0.0006961367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008313145,"threshold_uncertainty_score":0.02781028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0736025620627517,"score_gpt":0.313926988992787,"score_spread":0.2403244269300353,"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."}}