{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005665877,0.0002799756,0.0003712407,0.003893993,0.0004445749,0.0002135329,0.0004655669,0.00008597386,0.0003701481],"category_scores_gemma":[0.0003660998,0.0002346034,0.00003252646,0.01644062,0.00006178923,0.001211728,0.000432097,0.0001962671,0.00003180634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334155,"about_ca_system_score_gemma":0.00008922378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001609194,"about_ca_topic_score_gemma":0.0008967844,"domain_scores_codex":[0.9946491,0.00007089494,0.003234815,0.0003160814,0.001465941,0.0002631967],"domain_scores_gemma":[0.9760617,0.00002209399,0.004576516,0.0004532693,0.0188759,0.00001053845],"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":[0.0004516667,0.001865704,0.04559782,0.001073064,0.0004424053,0.00006692755,0.007385528,0.0004046617,0.009087408,0.791303,0.004201869,0.1381199],"study_design_scores_gemma":[0.02513728,0.007032682,0.3844488,0.003635097,0.002746465,0.0002359226,0.3221656,0.004010718,0.03737884,0.05455796,0.1551616,0.003489039],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950537,0.000009722596,0.04349289,0.0007066611,0.001015446,0.001455046,0.000002972908,0.0000336724,0.002746582],"genre_scores_gemma":[0.9926873,0.000002064833,0.003237151,0.002708159,0.001154213,0.0000304427,0.00007733033,0.00003898271,0.00006431056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7367451,"threshold_uncertainty_score":0.9566847,"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."}}