{"id":"W3038414780","doi":"10.1108/jbim-07-2019-0321","title":"Mediation of scenario planning on the reflection-performance relationship in new product development teams","year":2020,"lang":"en","type":"article","venue":"Journal of Business and Industrial Marketing","topic":"Team Dynamics and Performance","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mediation; New product development; Process management; Originality; Product (mathematics); Task (project management); Knowledge management; Reflection (computer programming); Business; Process (computing); Computer science; Psychology; Marketing; Engineering; Systems engineering; Sociology","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":[0.001817325,0.00007765086,0.0001606193,0.0001138874,0.00009102369,0.00002198738,0.0000909047,0.00007370279,0.00004454839],"category_scores_gemma":[0.001257483,0.00005355982,0.00001703343,0.0004766652,0.00001883998,0.0001370799,0.0000180994,0.000470715,0.000001255194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003866533,"about_ca_system_score_gemma":0.0002585266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002221129,"about_ca_topic_score_gemma":0.000004162353,"domain_scores_codex":[0.9989701,0.0001246412,0.0005308916,0.00009435135,0.0001705802,0.0001094227],"domain_scores_gemma":[0.9989253,0.0003374386,0.0005395179,0.00005789654,0.00009619095,0.00004360456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001545845,0.00003219282,0.8885193,0.00002955107,0.00002316343,0.000003198115,0.003834752,0.002114763,0.0001356312,0.0001045385,0.001505442,0.1021516],"study_design_scores_gemma":[0.0009807996,0.00009668417,0.9925094,0.0004302568,0.000008111612,0.00001436676,0.0005313561,0.0009539881,0.00006138951,0.000009556559,0.004328503,0.0000755601],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942017,0.0001541485,0.00008505772,0.003685848,0.0005946581,0.0001007622,3.788814e-7,0.000003402375,0.001174038],"genre_scores_gemma":[0.9988351,0.00002622038,0.0002186959,0.00008900169,0.0007452091,0.000001266178,0.000001135712,0.000007055827,0.00007635511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039901,"threshold_uncertainty_score":0.2184106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1063995551825261,"score_gpt":0.3013235852447339,"score_spread":0.1949240300622078,"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."}}