{"id":"W2029995721","doi":"10.1002/cjas.143","title":"A systems approach to hybrid service: authors' response to commentary","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia; University of Alberta","funders":"","keywords":"Library science; State (computer science); Citation; Service (business); History; Management; Computer science; Algorithm","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01896923,0.001345067,0.002729369,0.002193454,0.01080259,0.01157088,0.009206286,0.1455794,0.01023936],"category_scores_gemma":[0.1275844,0.001370498,0.003471974,0.00287873,0.01270433,0.008304296,0.006321037,0.1001254,0.004694837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0208188,"about_ca_system_score_gemma":0.03036659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02862558,"about_ca_topic_score_gemma":0.02849385,"domain_scores_codex":[0.9800577,0.005503044,0.003245619,0.002700266,0.005882973,0.002610454],"domain_scores_gemma":[0.8464064,0.1069579,0.005409623,0.002390357,0.03304072,0.005794934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004031699,0.000009987732,0.00008218054,0.0002082755,0.00002547153,0.000318613,0.0004963273,0.00008212861,0.00004838334,0.004968286,0.9917616,0.001958437],"study_design_scores_gemma":[0.0001388039,0.000043023,0.0006410455,0.001568479,0.0001155934,0.0005054658,0.002599384,0.0004846032,0.000244045,0.01431398,0.9792137,0.0001318724],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00006781277,0.0008611094,0.00005855535,0.9725162,0.02601638,0.000005760694,0.00001760259,0.000007924711,0.0004487472],"genre_scores_gemma":[0.001688935,0.0005700507,0.0001058471,0.9650661,0.03136265,0.00003509198,0.000008908566,0.00001790495,0.001144495],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1455794,"threshold_uncertainty_score":0.1510517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0925567345764411,"score_gpt":0.3084075052888631,"score_spread":0.215850770712422,"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."}}