{"id":"W2808118252","doi":"10.24840/2183-0606_006.001_0006","title":"Linking Innovation Measurement to an Implementation Framework: A Case Study of a Financial Services Organization at the Front End of Innovation","year":2018,"lang":"en","type":"article","venue":"Journal of Innovation Management","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Context (archaeology); Plan (archaeology); Knowledge management; Innovation management; Business; Organizational culture; Financial services; Marketing; Public relations; Political science; Computer science; Finance","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":[0.02808734,0.00060234,0.0005812182,0.002859842,0.01409591,0.006582942,0.003037011,0.004615936,0.001462899],"category_scores_gemma":[0.02845798,0.0005898111,0.0006583215,0.002927315,0.009324388,0.005411869,0.005870393,0.005362058,0.0002404445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01447776,"about_ca_system_score_gemma":0.01330171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01599972,"about_ca_topic_score_gemma":0.02875696,"domain_scores_codex":[0.9624799,0.03003515,0.0007449233,0.0009984572,0.002507941,0.003233721],"domain_scores_gemma":[0.9668305,0.02173074,0.002578626,0.001736856,0.003466195,0.003657081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001936201,0.00520584,0.05676577,0.0006264783,0.00005557104,0.01954082,0.7555695,0.003953383,0.003788062,0.05567238,0.002518182,0.09611037],"study_design_scores_gemma":[0.00006523218,0.0018022,0.02654764,0.0006282992,0.00005285434,0.002954673,0.9120349,0.01072259,0.003595852,0.009220084,0.03224446,0.0001311895],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.968886,0.0001939007,0.01311528,0.00446505,0.00003850941,0.0005549829,0.00003832542,0.00003272156,0.01267531],"genre_scores_gemma":[0.9848157,0.0001865344,0.01297421,0.0004094173,0.00001409037,0.0002638237,0.00002193668,0.0000167855,0.001297659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02808734,"threshold_uncertainty_score":0.1485418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948752858163761,"score_gpt":0.304627201039452,"score_spread":0.2651396724578143,"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."}}