{"id":"W3135559420","doi":"","title":"Supply China Kids Pencil Case Manufacturers - zhongrun","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":"Pencil (optics); China; Business; Geography; Engineering; Mechanical engineering; Archaeology","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":[0.001033357,0.0001630642,0.0004921861,0.0003557085,0.0001076527,0.000009056351,0.0001303713,0.00006629987,0.0003659248],"category_scores_gemma":[0.00005039569,0.0001250555,0.0001740391,0.0001564006,0.0005591016,0.00005967325,0.00002753963,0.0004738544,0.000008899709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001647434,"about_ca_system_score_gemma":0.0001085315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002019774,"about_ca_topic_score_gemma":0.00004831564,"domain_scores_codex":[0.9986539,0.0001098779,0.0005640835,0.0001551182,0.0002030646,0.0003138797],"domain_scores_gemma":[0.9987331,0.00005309328,0.0005310043,0.0002178089,0.0002181952,0.0002468126],"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":[0.0009358641,0.000495059,0.1384838,0.00003050121,0.0004627894,0.02124511,0.001093859,0.000001031934,0.7530918,0.001354968,0.01734424,0.06546108],"study_design_scores_gemma":[0.00469278,0.03765858,0.4420909,0.0003017384,0.0006130908,0.2424757,0.002946887,0.000004468996,0.2428799,0.002803715,0.02268251,0.0008498119],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922142,0.0001068398,0.0038832,0.001415732,0.0001504491,0.0001253327,0.000003204592,0.00005054325,0.002050473],"genre_scores_gemma":[0.9882143,0.00002336514,0.01000028,0.001284571,0.0003845752,0.000001029971,0.000007842337,0.00001905493,0.00006495738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5102119,"threshold_uncertainty_score":0.5099616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743164969406278,"score_gpt":0.3320049117569047,"score_spread":0.3145732620628419,"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."}}