{"id":"W7038534201","doi":"","title":"The importance of industrial engineering in small & medium industries :a time study in manufacturing industry","year":2007,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Nucleofection; Gestational period; Diafiltration; TSG101; Hyporeflexia; Articular cartilage damage; Triacetin; Proteogenomics","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001139858,0.000771417,0.00089816,0.00308647,0.0002564496,0.00007968931,0.001136388,0.002089655,0.00051419],"category_scores_gemma":[0.0002126298,0.0007966395,0.0001632746,0.00167794,0.0006273615,0.0003412489,0.0004728176,0.003236537,0.0002326658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0018327,"about_ca_system_score_gemma":0.00141645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403601,"about_ca_topic_score_gemma":0.00193635,"domain_scores_codex":[0.996021,0.0002565366,0.0009714853,0.0008865533,0.0009883665,0.000876077],"domain_scores_gemma":[0.9975403,0.0003161877,0.0009302865,0.0008807228,0.00009985788,0.0002326679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00211517,0.002847338,0.7886863,0.0003684929,0.002195326,0.01699146,0.00231758,0.08107752,0.002257272,0.005402775,0.09494584,0.0007949475],"study_design_scores_gemma":[0.03285359,0.001049595,0.1637587,0.01273161,0.001221754,0.001419276,0.01315549,0.002134332,0.00895757,0.0001256176,0.7545918,0.008000711],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847945,0.0002903841,0.000009451012,0.00004183281,0.0008591671,0.001376018,0.0001621251,0.0002263945,0.1122401],"genre_scores_gemma":[0.8245379,0.00002068275,0.0001562636,0.00002439839,0.00151121,0.00005932192,0.0002802599,0.0006231795,0.1727868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.659646,"threshold_uncertainty_score":0.9994485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02457224512510588,"score_gpt":0.2274632503503382,"score_spread":0.2028910052252323,"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."}}