{"id":"W931990941","doi":"10.1520/stp104081","title":"Garment Specifications and Mock-ups for Protection from Steam and Hot Water","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Engineering; Computer science; Nuclear engineering; Forensic engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003197704,0.0001552282,0.0001238092,0.00005381963,0.00005705006,0.00004203486,0.00002704654,0.0001442106,0.0004411341],"category_scores_gemma":[7.950623e-7,0.000120359,0.00001988748,0.000002750813,0.00001227229,0.0000732948,0.00001673042,0.00008355573,0.00001281231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002522531,"about_ca_system_score_gemma":0.000001936283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001284724,"about_ca_topic_score_gemma":0.000009289733,"domain_scores_codex":[0.999552,0.000001168395,0.0001295964,0.0001550003,0.00005487014,0.0001074292],"domain_scores_gemma":[0.9997962,0.000008401834,0.00002062952,0.0001059133,0.00002138191,0.00004750186],"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":[0.0003527419,0.000163983,0.00006036977,0.007396221,0.001849116,0.000003066208,0.008580384,0.05271319,0.009019939,0.09190427,0.01005724,0.8178995],"study_design_scores_gemma":[0.0008134982,0.00008752813,0.0004944042,0.0001707201,0.0002427401,0.000005899757,0.00005232712,0.02246267,0.04152857,0.01582931,0.917267,0.001045394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00514982,0.005479985,0.5873037,0.0003187839,0.001050076,0.004472652,0.0002968929,0.0009950177,0.3949331],"genre_scores_gemma":[0.4180405,0.006841854,0.01551718,0.00005269939,0.001406403,0.0005987534,0.0009409831,0.0003095033,0.5562922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9072097,"threshold_uncertainty_score":0.4908098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03418696488175736,"score_gpt":0.1851297421754459,"score_spread":0.1509427772936885,"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."}}