{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001324725,0.0006656579,0.0007218767,0.0008941806,0.0007381412,0.0006181809,0.001229696,0.001157698,0.00313256],"category_scores_gemma":[0.005654351,0.0005895849,0.0005231106,0.0005266141,0.0006295788,0.0007487483,0.0003709352,0.0006100138,0.0007286022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004883131,"about_ca_system_score_gemma":0.000330664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001158511,"about_ca_topic_score_gemma":0.001953569,"domain_scores_codex":[0.9977774,0.0004772406,0.0001408541,0.0004538868,0.0009625854,0.0001879789],"domain_scores_gemma":[0.9926277,0.0037862,0.0003980864,0.0007058654,0.002277913,0.0002043463],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.006982206,0.0003031067,0.02760373,0.0002772604,0.0001104476,0.0002342745,0.0008845674,0.001810241,0.9354674,0.0002762722,0.0005096381,0.02554104],"study_design_scores_gemma":[0.00008456169,0.001070147,0.07414708,0.00002046418,0.00009734894,0.0003036799,0.0002915319,0.009313779,0.9131876,0.00009671082,0.00133546,0.00005169059],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829181,0.0001761242,0.01467502,0.00004924176,0.0001089367,0.00005181229,0.0003301706,0.0004899199,0.001200616],"genre_scores_gemma":[0.99477,0.00003971874,0.003764987,0.00002664683,0.00001449284,0.00004714374,0.0001941698,0.0000960963,0.001046804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00313256,"threshold_uncertainty_score":0.01047945,"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."}}