{"id":"W2011207074","doi":"10.1080/10803548.2008.11076748","title":"Protection From Steam at High Pressures: Development of a Test Device and Protocol","year":2008,"lang":"en","type":"article","venue":"International Journal of Occupational Safety and Ergonomics","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Steam injection; Heat transfer; Work (physics); Test (biology); Transfer (computing); Engineering; Protocol (science); Materials science; Nuclear engineering; Mechanical engineering; Petroleum engineering; Structural engineering; Waste management; Composite material; Computer science; Mechanics; Medicine; Geology","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":[0.0003669645,0.00009745853,0.0001813031,0.00008221512,0.0001655084,0.00003168805,0.000156525,0.00005277236,0.0003499754],"category_scores_gemma":[0.0001300141,0.00008451677,0.0000301843,0.00002926078,0.00008735327,0.0002995067,0.0001070031,0.00005612028,0.000009123783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001213964,"about_ca_system_score_gemma":0.0002714181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007348559,"about_ca_topic_score_gemma":0.0000560539,"domain_scores_codex":[0.998698,0.00004150527,0.0007036846,0.0001305734,0.0003471528,0.00007908763],"domain_scores_gemma":[0.9986601,0.0001548036,0.0006293855,0.00005783443,0.000438089,0.00005982392],"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":[0.05541966,0.000900984,0.01916515,0.0001295227,0.0004003978,0.00002365798,0.005793427,0.006008016,0.883872,0.001002088,0.0005373474,0.02674772],"study_design_scores_gemma":[0.001974507,0.0001390589,0.8822183,0.0001137914,0.00002172354,0.0001520465,0.00005115461,0.0005289819,0.0953313,0.000183761,0.01913406,0.0001513379],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952543,0.00002411868,0.002279747,0.00007954076,0.0003165909,0.001832701,0.000177503,0.000006163215,0.00002937015],"genre_scores_gemma":[0.988454,0.00003305842,0.01075688,0.000040882,0.0002467069,0.0003924449,0.0000224395,0.000007417972,0.00004618394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8630531,"threshold_uncertainty_score":0.3831986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0510665283731699,"score_gpt":0.309988061549261,"score_spread":0.2589215331760911,"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."}}