{"id":"W3134074738","doi":"","title":"OEM China B62 Plug Valve Manufacturers - Deye","year":2007,"lang":"en","type":"article","venue":"American Journal of Human Biology","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Original equipment manufacturer; China; Business; Computer science; Geography; Operating system","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008774805,0.0001564426,0.0005030939,0.0003583001,0.00008081567,0.000007655279,0.0001906976,0.00006820137,0.0002412759],"category_scores_gemma":[0.00004205719,0.0001189622,0.0002637806,0.0001458536,0.0004956235,0.00004942525,0.0000270474,0.0004622016,0.0000110081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419382,"about_ca_system_score_gemma":0.00005809133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003903836,"about_ca_topic_score_gemma":0.00001210034,"domain_scores_codex":[0.9987019,0.00009875825,0.0005436316,0.0001486973,0.0002048148,0.000302148],"domain_scores_gemma":[0.998764,0.00005316095,0.0006059975,0.0002049322,0.0001712489,0.0002006659],"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":[0.0008873608,0.0004378569,0.1727702,0.00002384081,0.0007791684,0.0003685681,0.0007049166,0.000001653495,0.7426741,0.001953027,0.00994308,0.06945617],"study_design_scores_gemma":[0.001889694,0.01416908,0.8438153,0.0001580963,0.0003101623,0.00239703,0.0004463143,0.000001334104,0.1190579,0.003299445,0.01411984,0.000335784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870148,0.0002081969,0.007501774,0.001030519,0.0001670449,0.0001211249,0.000001542735,0.0000602099,0.003894763],"genre_scores_gemma":[0.9914251,0.00003497674,0.006511118,0.001517481,0.000436097,8.866389e-7,0.000007438165,0.00001959543,0.00004730577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6710451,"threshold_uncertainty_score":0.4851136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580224252284882,"score_gpt":0.3358829750530805,"score_spread":0.3200807325302316,"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."}}