{"id":"W2332816030","doi":"10.1255/nirn.564","title":"Case IH/Textron Take Sample Presentation Seriously!","year":2000,"lang":"en","type":"article","venue":"NIR news","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Sample (material); Psychology; Medicine; Chemistry; Surgery; Chromatography","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":[0.001713866,0.001143739,0.0007951038,0.001108981,0.003375602,0.003257197,0.001583967,0.02248084,0.09960546],"category_scores_gemma":[0.01839169,0.0004637738,0.001125502,0.0004666183,0.0009413218,0.003315522,0.002265812,0.01746652,0.03245952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659688,"about_ca_system_score_gemma":0.001575204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003274763,"about_ca_topic_score_gemma":0.007968155,"domain_scores_codex":[0.9987947,0.0001814583,0.0001153821,0.0001404866,0.0004692839,0.0002986964],"domain_scores_gemma":[0.9945717,0.001303901,0.0003245345,0.0003291765,0.002163987,0.001306693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005670719,0.00001847121,0.0002730395,0.00002488995,0.000004268492,0.003468268,0.00003966055,0.000008951825,0.000095348,0.0003296335,0.9910608,0.004620005],"study_design_scores_gemma":[0.00005635829,0.00006340129,0.001375432,0.0001946618,0.00002450242,0.005052387,0.0008766048,0.000162449,0.0003183911,0.002319891,0.9895142,0.00004168388],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001491055,0.0008533063,0.0005650907,0.6965945,0.256438,0.0001079288,0.0002660542,0.0003151084,0.04336895],"genre_scores_gemma":[0.01308263,0.001397929,0.0009869667,0.5070612,0.2131346,0.0001892718,0.0002999495,0.0003856012,0.2634619],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09960546,"threshold_uncertainty_score":0.3332135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03981725865102007,"score_gpt":0.3103632986174614,"score_spread":0.2705460399664413,"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."}}