{"id":"W4205206794","doi":"10.47749/t/unicamp.2018.1080337","title":"Behaviour of the temperature field around pool fires in controlled experiment and numerical modelling","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Fire dynamics and safety research","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Field (mathematics); Environmental science; Meteorology; Engineering; Geography; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003137486,0.0001794296,0.0002982717,0.0002001848,0.000338436,0.000572611,0.000405752,0.0003671623,0.001674427],"category_scores_gemma":[0.001545473,0.0002024515,0.0003764105,0.0001630276,0.0007007382,0.0003763628,0.0002846742,0.0004031593,0.0001634528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003863276,"about_ca_system_score_gemma":0.0002794978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249483,"about_ca_topic_score_gemma":0.001803245,"domain_scores_codex":[0.9998955,0.00001740051,0.000005610132,0.00003705484,0.00002321351,0.00002127581],"domain_scores_gemma":[0.9993292,0.000392119,0.00007290589,0.00006419672,0.00008828893,0.00005337262],"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":[0.004108713,0.000628821,0.02615271,0.000236181,0.0001228148,0.000682157,0.0008825129,0.202373,0.7528498,0.001257845,0.0007840531,0.009921527],"study_design_scores_gemma":[0.0002111857,0.001310643,0.09995379,0.00002497623,0.00008429582,0.0001526668,0.0003113852,0.7076049,0.1887139,0.0007462607,0.0007582508,0.0001277312],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959993,0.00003631667,0.002558785,0.00002488094,0.00001137525,0.00001834541,0.0001103613,0.00004845644,0.00119222],"genre_scores_gemma":[0.999317,0.00001505497,0.0003214281,0.000003203635,0.000002108554,0.000009007344,0.00005819577,0.000008943934,0.0002649248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249483,"threshold_uncertainty_score":0.006461143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007806897433316895,"score_gpt":0.2555161663004195,"score_spread":0.2477092688671026,"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."}}