{"id":"W7020060629","doi":"","title":"Innovation management and firms' performance : the role of business strategy, organizational capabilities and external environment","year":2013,"lang":"en","type":"dissertation","venue":"Nimertis (University of Patras)","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kementerian Pendidikan Nasional; Harvard University; University of Oxford; National Science Foundation; University of Cambridge; McGill University","keywords":"Ambidexterity; Competitive advantage; Flexibility (engineering); Premise; Social capital; Affect (linguistics); Empirical research; Sample (material)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001445386,0.0001718065,0.0001933414,0.0003866033,0.0002194924,0.00005339845,0.0001896756,0.00008629114,0.0006757719],"category_scores_gemma":[0.000006535651,0.0001681873,0.00002225152,0.0005662488,0.0001267821,0.000441026,0.0001312432,0.000095877,0.00002974943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000246715,"about_ca_system_score_gemma":0.00001542699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003844802,"about_ca_topic_score_gemma":0.0000917619,"domain_scores_codex":[0.9991284,0.000008034833,0.0002400661,0.0002293581,0.0002731377,0.0001209861],"domain_scores_gemma":[0.9990131,0.00001055472,0.0004337827,0.0001534603,0.0003830272,0.000006038562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001976827,0.0002855391,0.07926746,0.005911249,0.00038604,0.0000040564,0.00237267,0.00007902982,0.003696977,0.7315323,0.001253434,0.1750136],"study_design_scores_gemma":[0.0006017605,0.00002339813,0.9556554,0.0002520596,0.0002468253,7.47113e-7,0.02753699,0.002171263,0.0001872583,0.005032867,0.007969942,0.0003215224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9360286,0.0003292341,0.0001099301,0.00008280464,0.0001092649,0.000404498,0.000006053851,0.00001818924,0.06291141],"genre_scores_gemma":[0.9921116,0.0002819375,0.0002055577,0.00003609425,0.00006992802,0.000002130664,0.0002586833,0.00001584962,0.0070182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8763879,"threshold_uncertainty_score":0.7399229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005824533199946229,"score_gpt":0.1577564619176842,"score_spread":0.151931928717738,"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."}}