{"id":"W4416875954","doi":"10.37665/smvmgay66187","title":"0201 Technology Implementation Strategy for CEMs","year":2003,"lang":"","type":"article","venue":"SMTA International","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Phoenix Technologies (Canada)","funders":"","keywords":"Key (lock); Electronics; Service (business); Emerging technologies; Advanced manufacturing; Manufacturing operations; Manufacturing; Customer service","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000841692,0.0003142006,0.0002529706,0.0007765145,0.0003241463,0.0007531992,0.0006043277,0.0001738948,0.01360816],"category_scores_gemma":[0.0002024594,0.0003548707,0.0001840063,0.000469691,0.0001125959,0.001330443,0.0001897317,0.0001844676,0.0007826737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382131,"about_ca_system_score_gemma":0.00007481812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001640102,"about_ca_topic_score_gemma":0.0002628557,"domain_scores_codex":[0.9976331,0.00002355723,0.000737853,0.0005867509,0.0004808507,0.0005378653],"domain_scores_gemma":[0.9986537,0.00005455317,0.0004272788,0.0003008688,0.0005426477,0.00002097783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005382391,0.0002265579,0.006987188,0.0001803311,0.0002985617,0.000005456246,0.00004165149,0.0001937568,0.0001292888,0.9194019,0.04112309,0.03135835],"study_design_scores_gemma":[0.002085812,0.00005625645,0.001217906,0.00003728302,0.000106586,0.000002527687,0.003128903,0.0026352,0.0002860569,0.103168,0.8868822,0.0003933191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1166716,0.00150288,0.1980488,0.08995259,0.03029773,0.007605837,0.0005715415,0.0007198232,0.5546291],"genre_scores_gemma":[0.987615,0.00006306759,0.0008203428,0.001869753,0.001309821,0.000257028,0.0005086968,0.00004424395,0.007511975],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8709434,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04430918949542809,"score_gpt":0.3317138369183262,"score_spread":0.2874046474228981,"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."}}