{"id":"W3125570518","doi":"","title":"Standardization Efforts: The Relationship between Knowledge Dimensions, Search Processes and Innovation Outcomes","year":2016,"lang":"en","type":"article","venue":"QUT ePrints (Queensland University of Technology)","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"Fundamental Research Funds for the Central Universities","keywords":"Standardization; Typology; Process (computing); Knowledge management; Modular design; Outcome (game theory); Order (exchange); Business; Process management; Computer science; Economics; Sociology; Microeconomics","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":[0.01457619,0.0002554286,0.0004667949,0.003019156,0.0007979723,0.005798509,0.0007406489,0.00162835,0.004612993],"category_scores_gemma":[0.08462098,0.0002241362,0.0007232571,0.003434515,0.001784233,0.004734794,0.002942548,0.00157399,0.0004733142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001039704,"about_ca_system_score_gemma":0.002962554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248552,"about_ca_topic_score_gemma":0.001721239,"domain_scores_codex":[0.9936717,0.002404348,0.0009773518,0.0004926412,0.001851471,0.0006025086],"domain_scores_gemma":[0.8162791,0.1319952,0.02989901,0.008383621,0.005352819,0.008090281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009096939,0.001394425,0.9494429,0.0001024618,0.0002281042,0.00006245223,0.003721827,0.0007855757,0.0008889709,0.004103152,0.0003157535,0.03804473],"study_design_scores_gemma":[0.00007184081,0.0004984639,0.9814852,0.00007782051,0.0002038898,0.0001130186,0.004431456,0.002515632,0.001153793,0.00851908,0.0008925071,0.00003726047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995443,0.0002942092,0.0004347679,0.0002973561,0.000008465177,0.00002137212,0.00006261962,0.00001168639,0.00342664],"genre_scores_gemma":[0.9992706,0.00007695967,0.0001677327,0.00002006236,0.000007812721,0.00001154543,0.00007704066,0.000005765994,0.0003623927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01457619,"threshold_uncertainty_score":0.07708722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03455547212625112,"score_gpt":0.2554623021410677,"score_spread":0.2209068300148166,"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."}}