{"id":"W2551955179","doi":"","title":"The Jubilant DraxImage SMART-FILL® Dispensing System: An Evaluation of the Accuracy and Precision of the Dispensing System","year":2016,"lang":"en","type":"article","venue":"","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Merck Canada Inc. (Canada)","funders":"","keywords":"Repeatability; Volume (thermodynamics); Relative standard deviation; Standard deviation; Accuracy and precision; Replicate; Range (aeronautics); Biomedical engineering; Analytical Chemistry (journal); Computer science; Materials science; Mathematics; Chemistry; Statistics; Chromatography; Physics; Engineering; Thermodynamics; Composite material; Detection limit","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":[0.007438318,0.0008972518,0.0009618597,0.001337301,0.00058022,0.001577849,0.00146987,0.001538879,0.002756386],"category_scores_gemma":[0.01123524,0.0006147763,0.0005471457,0.0008011883,0.000859687,0.000795197,0.0009250927,0.000573767,0.0018513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005434331,"about_ca_system_score_gemma":0.0008976506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001585034,"about_ca_topic_score_gemma":0.00158497,"domain_scores_codex":[0.9907619,0.001384862,0.0005471853,0.001169977,0.005966514,0.0001695868],"domain_scores_gemma":[0.9938507,0.00236434,0.0006652173,0.0007244752,0.002231651,0.0001636086],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002402405,0.0004181783,0.005893506,0.001033579,0.0001387082,0.0003199357,0.0005570369,0.001695713,0.8827031,0.0006302152,0.00256224,0.1016455],"study_design_scores_gemma":[0.0002541259,0.004974273,0.0212083,0.0001374375,0.0003630378,0.002140054,0.0002904626,0.04182662,0.9091306,0.0002129273,0.01922858,0.000233536],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.727734,0.008982111,0.2378416,0.0009990678,0.001049993,0.002393092,0.0020779,0.006805282,0.01211701],"genre_scores_gemma":[0.6149055,0.003435852,0.3629224,0.0009369059,0.0001839617,0.001008298,0.001954938,0.0009338137,0.01371828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007438318,"threshold_uncertainty_score":0.03933805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02720167023259824,"score_gpt":0.2701358471607395,"score_spread":0.2429341769281413,"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."}}