{"id":"W2361810191","doi":"","title":"Practice of Improving Quarter Inspection Tour Benefit of Computer Repair and Maintenance Outsourcing Service","year":2009,"lang":"en","type":"article","venue":"Chinese Medical Equipment Journal","topic":"Engineering and Test Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outsourcing; Quarter (Canadian coin); Service (business); Operations management; Engineering; Quality (philosophy); Service quality; Engineering management; Business; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007418172,0.0001468158,0.0002890901,0.0001074553,0.00004471261,0.00002008148,0.0001154584,0.00008854533,0.0000173822],"category_scores_gemma":[0.0002132216,0.0001113787,0.00006942733,0.0001712591,0.00001795775,0.000201308,0.00002412964,0.0003847723,0.000001393446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005396871,"about_ca_system_score_gemma":0.00002000799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000203343,"about_ca_topic_score_gemma":0.000004758398,"domain_scores_codex":[0.9986763,0.0000227649,0.0005440236,0.000110069,0.0004379498,0.0002089127],"domain_scores_gemma":[0.9992973,0.0001124007,0.0001437428,0.0001274228,0.0001300421,0.000189059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004823437,0.001578707,0.04181511,0.008474477,0.001878747,0.001150905,0.03240955,0.5240825,0.07287512,0.003134381,0.01243902,0.2996791],"study_design_scores_gemma":[0.001399782,0.0003967263,0.02543279,0.001228366,0.0000458276,0.001745437,0.0002696617,0.9681557,0.0002541089,0.0002318347,0.0005908592,0.0002488804],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8545793,0.0008817292,0.1413607,0.0008830309,0.0009823942,0.00009913433,0.000001536951,0.0002481605,0.0009640703],"genre_scores_gemma":[0.9945182,0.00006677397,0.004726802,0.0001448861,0.0005185603,0.000001118006,9.145185e-7,0.00001424235,0.00000852427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4440732,"threshold_uncertainty_score":0.4541893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004438125880951975,"score_gpt":0.2165311714044048,"score_spread":0.2120930455234529,"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."}}