{"id":"W2997545766","doi":"10.46364/ejwi.v5i1.557","title":"A New Measure of Workplace Innovation","year":2019,"lang":"en","type":"article","venue":"European Journal of Workplace Innovation","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Employee engagement; Organisation climate; Measure (data warehouse); Job satisfaction; Reliability (semiconductor); Construct validity; Validity; Popularity; Psychology; Knowledge management; Productivity; Work (physics); Work engagement; Consistency (knowledge bases); Applied psychology; Marketing; Business; Computer science; Public relations; Social psychology; Psychometrics; Engineering; Political science","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":[0.003400382,0.0003017543,0.000367748,0.003060561,0.000434346,0.001509705,0.0005651243,0.0007002371,0.00366983],"category_scores_gemma":[0.01404894,0.0001317756,0.0006494364,0.002627046,0.0005747618,0.001502956,0.001828572,0.0008968552,0.0006728118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008069175,"about_ca_system_score_gemma":0.0009202777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005634248,"about_ca_topic_score_gemma":0.0009789006,"domain_scores_codex":[0.9948733,0.001472085,0.0006934781,0.0003348125,0.002318568,0.000307766],"domain_scores_gemma":[0.9886975,0.004177012,0.002789957,0.0008940449,0.002433109,0.001008323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001912469,0.001211815,0.6207122,0.0005631926,0.0003504982,0.00012188,0.005903742,0.001302178,0.00510359,0.01170704,0.005290051,0.3475426],"study_design_scores_gemma":[0.0000464948,0.001259021,0.9458383,0.0001622311,0.00006334778,0.0003239364,0.003047455,0.002623032,0.001308681,0.006113063,0.03915218,0.00006217865],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8923969,0.0008661503,0.03799687,0.0008638475,0.000268308,0.001311035,0.003147968,0.0002831502,0.06286565],"genre_scores_gemma":[0.9694401,0.0003562972,0.0224006,0.0002519634,0.0001008202,0.001364141,0.001930905,0.00002020212,0.004134936],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00366983,"threshold_uncertainty_score":0.0179832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690518095697037,"score_gpt":0.2254549957952159,"score_spread":0.2085498148382456,"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."}}