{"id":"W2525860241","doi":"","title":"The Use of CFD to Understand Thermal Environments Inside Roman Baths: A Transdisciplinary Approach","year":2011,"lang":"en","type":"article","venue":"CAA 2012","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computational fluid dynamics; Heat transfer; Computer science; Thermal comfort; Marine engineering; Architectural engineering; Geology; Mechanical engineering; Mechanics; Meteorology; Engineering; Aerospace engineering; Geography; Physics","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":[0.001697197,0.0006537423,0.0007182242,0.003186414,0.001634899,0.004022792,0.001148894,0.001621081,0.002396756],"category_scores_gemma":[0.002022641,0.000571664,0.001192617,0.001639479,0.003939585,0.003187408,0.002961877,0.001478534,0.0005462496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001929146,"about_ca_system_score_gemma":0.001956014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146086,"about_ca_topic_score_gemma":0.004846401,"domain_scores_codex":[0.9990302,0.00050061,0.00005871225,0.0001339702,0.0001889526,0.00008752313],"domain_scores_gemma":[0.9991498,0.0004391125,0.00004710534,0.0001229399,0.0001809373,0.00006020447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005287509,0.000192817,0.008660962,0.00080608,0.0001393243,0.001324811,0.01225189,0.3210356,0.008176811,0.4271889,0.004404531,0.2157654],"study_design_scores_gemma":[0.0000321247,0.0001182842,0.007694728,0.001143606,0.00007229645,0.001356584,0.02458765,0.4952915,0.006293378,0.2510001,0.212202,0.0002077893],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06823181,0.01007465,0.8338415,0.00535313,0.0004485905,0.0001889113,0.0001724502,0.0003104731,0.08137852],"genre_scores_gemma":[0.480493,0.01251853,0.4924093,0.0007202527,0.000223715,0.0002839758,0.0001547105,0.0002219764,0.01297447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004146086,"threshold_uncertainty_score":0.01399702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1399927767021412,"score_gpt":0.2124794464326954,"score_spread":0.07248666973055418,"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."}}