{"id":"W1984449991","doi":"10.1002/qaj.132","title":"Targeting R&D quality and compliance training for technology transfer into the GMP environment of production","year":2001,"lang":"en","type":"article","venue":"The Quality Assurance Journal","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Good manufacturing practice; Documentation; Quality (philosophy); Product (mathematics); Production (economics); Engineering; European union; Business; Quality management system; Conformity assessment; Quality assurance; Operations management; Engineering management; Quality management; Computer science; Management system","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":[0.001731232,0.0001118067,0.000167486,0.00001974137,0.0004985902,0.00002335216,0.000188324,0.00008260847,0.00001198588],"category_scores_gemma":[0.0003479053,0.00006832073,0.0001002661,0.00006781983,0.0002782601,0.000008432151,0.000033329,0.0001725913,8.80612e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001237984,"about_ca_system_score_gemma":0.00003543257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002050915,"about_ca_topic_score_gemma":0.00002996269,"domain_scores_codex":[0.9987643,0.0002795987,0.0004164211,0.0002009917,0.0001505677,0.000188111],"domain_scores_gemma":[0.9993658,0.00006341717,0.0001959202,0.0002664267,0.00006757438,0.00004087634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000377819,0.0000747198,0.005434734,0.00004986666,0.00008230232,2.203211e-7,0.001158786,0.001355803,0.9739214,0.0002025214,0.0007900994,0.01655175],"study_design_scores_gemma":[0.005220754,0.001684278,0.1227991,0.0004746894,0.0002050969,0.0006508469,0.01456904,0.0003244439,0.4160176,0.05330455,0.3832575,0.001492115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497185,0.002890447,0.0412967,0.00560247,0.0001997075,0.000235395,0.000008699265,0.000006914251,0.00004119686],"genre_scores_gemma":[0.9963896,0.002017949,0.0008632125,0.0002088436,0.0003598949,0.00003385182,0.000006397407,0.00001019466,0.0001100133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5579038,"threshold_uncertainty_score":0.3834804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08380453068085696,"score_gpt":0.3658454821403066,"score_spread":0.2820409514594496,"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."}}