{"id":"W4255823101","doi":"10.22215/etd/2013-07115","title":"Practical approaches to service design emergence : participatory design methods and client engagement in service design consulting","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Library and Archives Canada","funders":"","keywords":"Service (business); Service design; Citizen journalism; Engineering; Library science; Computer science; Engineering management; World Wide Web; Service delivery framework; Business; Marketing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00838167,0.0006498189,0.0006090822,0.0007206845,0.000328463,0.0005594253,0.0004088097,0.0003748256,0.0007316921],"category_scores_gemma":[0.0009718428,0.0006258028,0.00003954704,0.002526427,0.00001527443,0.00159203,0.0002130691,0.0006307541,0.0006438157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007385096,"about_ca_system_score_gemma":0.0002149347,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002187304,"about_ca_topic_score_gemma":0.0006356167,"domain_scores_codex":[0.9957894,0.0007194015,0.001119041,0.001140987,0.0005091765,0.0007220095],"domain_scores_gemma":[0.996877,0.0009087758,0.0006719953,0.0005520544,0.0009320328,0.00005816786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.008781527,0.00505609,0.004631793,0.03917646,0.002137066,0.0001584911,0.06741168,0.1074379,0.1048787,0.172464,0.1342469,0.3536194],"study_design_scores_gemma":[0.0029137,0.0002346777,0.0143454,0.001671169,0.001597782,0.00001016154,0.07808419,0.8126296,0.04203803,0.01547137,0.02560693,0.005397052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.08476961,0.0004921043,0.8728505,0.0220991,0.002193184,0.01042551,0.000002503932,0.0005404374,0.006626995],"genre_scores_gemma":[0.04126088,0.00006008408,0.9171652,0.03625279,0.001029989,0.002666295,0.0004938499,0.0002205058,0.0008504551],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.7051917,"threshold_uncertainty_score":0.9996193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5285374094462664,"score_gpt":0.4083450188893594,"score_spread":0.120192390556907,"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."}}