{"id":"W2052435958","doi":"10.1108/01409170910952930","title":"Exploratory case studies on manufacturing agility in the furniture industry","year":2009,"lang":"en","type":"article","venue":"Management Research News","topic":"Product Development and Customization","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Typology; Originality; Mass customization; Value (mathematics); Personalization; Business; Process management; Marketing; Knowledge management; Computer science; Creativity","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":[0.005113848,0.0004755242,0.0003213238,0.00224385,0.004090616,0.001941753,0.001497347,0.001900945,0.005015838],"category_scores_gemma":[0.01055339,0.0003316623,0.0004171553,0.003534804,0.002127095,0.001961304,0.002254485,0.001056,0.0004137225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002976088,"about_ca_system_score_gemma":0.001947579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00342528,"about_ca_topic_score_gemma":0.01132517,"domain_scores_codex":[0.9937308,0.00440141,0.0002190031,0.0002763777,0.0006640948,0.0007083424],"domain_scores_gemma":[0.9763581,0.01887459,0.001785719,0.001216705,0.00108511,0.0006798824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001323014,0.01019743,0.1905884,0.004427386,0.0001631468,0.0601958,0.4751521,0.01503315,0.01290959,0.04606488,0.004951148,0.178994],"study_design_scores_gemma":[0.0001493827,0.00319235,0.1048961,0.001178996,0.00007757486,0.007659995,0.8078306,0.008062227,0.01093833,0.00702687,0.04887559,0.0001119949],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838434,0.0003230956,0.003591706,0.0002497146,0.000009710609,0.00077556,0.0001007115,0.00001124398,0.01109478],"genre_scores_gemma":[0.9909671,0.0005698092,0.006017452,0.00007984809,0.000008379608,0.0004326828,0.00007633537,0.000004835313,0.001843588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005113848,"threshold_uncertainty_score":0.02704495,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1354874534950793,"score_gpt":0.3638432211180174,"score_spread":0.2283557676229382,"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."}}