{"id":"W7096958345","doi":"","title":"GUIDELINES FOR THE ACCREDITATION OF LABORATORIES ENGAGED IN TEST METHOD DEVELOPMENT &amp;amp; EVALUATION AND NON-ROUTINE TESTING","year":2005,"lang":"en","type":"article","venue":"","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Test (biology); Permission; Certification and Accreditation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.09385535,0.003688853,0.004195383,0.01642206,0.009449286,0.00905265,0.02472086,0.01879171,0.01905652],"category_scores_gemma":[0.1489506,0.006690129,0.005047056,0.01564163,0.008952332,0.004043313,0.005028877,0.01357016,0.02726966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313871,"about_ca_system_score_gemma":0.092751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2359265,"about_ca_topic_score_gemma":0.3427992,"domain_scores_codex":[0.8550875,0.04640988,0.02820671,0.00352137,0.06151696,0.005257596],"domain_scores_gemma":[0.5482982,0.06869955,0.02397406,0.03108158,0.3194316,0.008514971],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006269378,0.005309902,0.01090474,0.005393006,0.0002612835,0.0009943958,0.004917028,0.005510585,0.02994159,0.0163369,0.5843509,0.3354528],"study_design_scores_gemma":[0.0005165891,0.001426018,0.06452359,0.009531937,0.0004098147,0.002667187,0.002981894,0.00557478,0.02585997,0.008269809,0.8775992,0.0006392327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03291858,0.03593675,0.5657305,0.04530642,0.01429489,0.05671466,0.02598718,0.02135248,0.2017586],"genre_scores_gemma":[0.02734088,0.01531099,0.7993034,0.009004344,0.001249695,0.0197198,0.03073999,0.002500998,0.09482991],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9061446,"threshold_uncertainty_score":0.4963605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1088574397880288,"score_gpt":0.3747112175322397,"score_spread":0.2658537777442109,"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."}}