{"id":"W1591691866","doi":"10.1080/00103620009370554","title":"Analytical methods and quality assurance","year":2000,"lang":"en","type":"article","venue":"Communications in Soil Science and Plant Analysis","topic":"Chemical and Environmental Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Sample (material); Database; Computer science; Quality assurance; Identification (biology); ASCII; Staffing; Purchasing; Consumables; Microcomputer; Operating system; Engineering; Operations management","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":[0.02209439,0.00297407,0.003780347,0.009436472,0.003985893,0.004484277,0.004866136,0.0030018,0.04331001],"category_scores_gemma":[0.02604202,0.00177217,0.002081328,0.007023555,0.00226347,0.002875961,0.003473898,0.003962073,0.02845892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001760446,"about_ca_system_score_gemma":0.00759812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002791483,"about_ca_topic_score_gemma":0.00382409,"domain_scores_codex":[0.9550357,0.009856721,0.005128848,0.006955321,0.0217387,0.001284675],"domain_scores_gemma":[0.9801151,0.00198738,0.001404232,0.005303678,0.01083208,0.0003574749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001011513,0.0008733722,0.006540595,0.007571952,0.0004576782,0.0008982046,0.001306132,0.003059485,0.292733,0.02449706,0.0569713,0.6040798],"study_design_scores_gemma":[0.0002572666,0.001062303,0.006489377,0.001355997,0.0003104881,0.001943789,0.0004090323,0.006449214,0.2208229,0.00705082,0.7535755,0.0002733403],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01242983,0.01161427,0.9011976,0.0009015512,0.002173161,0.01473731,0.0114581,0.008771588,0.03671676],"genre_scores_gemma":[0.03327644,0.01061281,0.8762285,0.001189726,0.0007357506,0.02084737,0.01323438,0.001901891,0.04197308],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04331001,"threshold_uncertainty_score":0.1448864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06704526094711971,"score_gpt":0.3885743168422481,"score_spread":0.3215290558951284,"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."}}