{"id":"W2613981285","doi":"","title":"Embedding Innovation: How Large Organizations Can Succeed at Innovation in the Long Term","year":2015,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nature versus nurture; Knowledge management; Portfolio; Innovation management; Order (exchange); Business; Process (computing); Face (sociological concept); Term (time); Computer science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00130009,0.0003161852,0.0003220213,0.004016518,0.001377377,0.000815186,0.002080704,0.0004212391,0.00005495747],"category_scores_gemma":[0.0002273472,0.0003359509,0.00003756352,0.01747366,0.0002503048,0.001539828,0.001035285,0.0007788029,0.0001307759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00108582,"about_ca_system_score_gemma":0.000601775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002336536,"about_ca_topic_score_gemma":0.009309775,"domain_scores_codex":[0.9972975,0.0002800294,0.0002151175,0.0006372195,0.0009854612,0.0005846269],"domain_scores_gemma":[0.9967992,0.00007049737,0.0004315542,0.0005769564,0.002086248,0.00003548901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006081036,0.000117034,0.0204382,0.0001269852,0.000064024,0.0005337411,0.0005065211,0.000005271846,0.00009929357,0.7368411,0.2411797,0.00002724185],"study_design_scores_gemma":[0.001407283,0.00002200336,0.004385192,0.0002200078,0.000069669,0.000009012226,0.007506647,0.00007162153,0.00002767353,0.00004793759,0.9857954,0.0004375038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01267177,0.00003467955,0.0001116765,0.00413378,0.0002972088,0.001150909,0.00005538047,0.000142993,0.9814016],"genre_scores_gemma":[0.1627126,0.00001745502,0.0000282824,0.0003089945,0.001518105,7.563439e-7,0.00146753,0.0001460398,0.8338003],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7446157,"threshold_uncertainty_score":0.9999227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0970797384379607,"score_gpt":0.2957562282208043,"score_spread":0.1986764897828436,"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."}}