{"id":"W6990093921","doi":"","title":"Comparison of measured temperature and heat flux in fire resistance test furnaces controlled by six temperature measuring devices","year":2009,"lang":"en","type":"article","venue":"NPARC","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Temperature measurement; Heat flux; Resistance thermometer; Fire resistance; Flux (metallurgy); Thermal resistance; Temperature control; Heat flow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003238316,0.0002131574,0.0006029308,0.00008543968,0.00008384279,0.0000772317,0.0001931504,0.0001913858,0.00002100577],"category_scores_gemma":[0.000141858,0.0001871176,0.00005661673,0.0003030653,0.00004416486,0.0001241787,0.0000170172,0.0004854046,0.000001434664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006325029,"about_ca_system_score_gemma":0.00002572382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008164599,"about_ca_topic_score_gemma":0.0004643772,"domain_scores_codex":[0.9986081,0.00005492718,0.0003958177,0.0002275624,0.0003847319,0.0003289352],"domain_scores_gemma":[0.9993811,0.0001742879,0.00003267973,0.0002121061,0.0001025486,0.00009722459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002120309,0.00009872472,0.01710561,0.0002046833,0.00003757708,0.000008904261,0.0004553093,0.001558045,0.9736448,0.00007560576,0.005601287,0.0009974401],"study_design_scores_gemma":[0.02547035,0.0009186918,0.297345,0.003491674,0.000128776,0.0000260697,0.001743499,0.4711561,0.18729,0.001447683,0.008420466,0.002561681],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824095,0.01139699,0.000002550625,0.001003308,0.00005662382,0.0003282676,0.00004305158,0.00007126724,0.004688408],"genre_scores_gemma":[0.9989942,0.0003028217,0.0002915471,0.0000304033,0.00003450572,0.00001385523,0.00002087389,0.00002182108,0.0002899421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7863548,"threshold_uncertainty_score":0.7630435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043939084329975,"score_gpt":0.2458238416420027,"score_spread":0.235384450798703,"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."}}