{"id":"W2133797440","doi":"10.1002/cjce.5450780605","title":"Heat transfer in a reciprocating plate column","year":2000,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Fluid Dynamics and Mixing","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reciprocating motion; Brass; Turbulence; Reynolds number; Mechanics; Heat transfer; Heat transfer coefficient; Materials science; Flow (mathematics); Plate column; Thermodynamics; Column (typography); Thermocouple; Composite material; Mechanical engineering; Copper; Metallurgy; Physics","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":[0.0001917227,0.0001035718,0.0001577898,0.000104791,0.0000257122,0.00003898852,0.0001915257,0.00006502406,0.0001025702],"category_scores_gemma":[0.00002510403,0.00009176633,0.0000579107,0.0001920469,0.00001807322,0.00007884568,0.000001910319,0.0004326169,0.00000457625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251019,"about_ca_system_score_gemma":0.00008301866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007588242,"about_ca_topic_score_gemma":0.001075145,"domain_scores_codex":[0.999273,0.000004548942,0.0002832893,0.00005133565,0.00008513961,0.000302696],"domain_scores_gemma":[0.9996264,0.00004027384,0.000002627486,0.0000840172,0.00001853932,0.0002281156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000004462913,0.000002079462,0.00004821631,0.00002966774,0.00002350406,0.00006645938,0.0006535132,0.8915375,0.1040475,0.0001230145,0.00008925627,0.003374819],"study_design_scores_gemma":[0.0004447207,0.00001516316,0.0001484049,0.0002805886,0.00001394364,0.000259826,0.00001256021,0.9644458,0.03126688,0.00005072414,0.002829334,0.0002320665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977365,0.0005567949,0.0005700331,0.0001286153,0.0001595381,0.00004603881,0.000002544792,0.00001886437,0.00078114],"genre_scores_gemma":[0.9995358,0.00001328503,0.0002624842,0.00003588767,0.0001044517,0.000002011792,7.034164e-7,0.00002934719,0.0000160435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07290825,"threshold_uncertainty_score":0.3742122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004165252180654554,"score_gpt":0.1547223815093943,"score_spread":0.1505571293287397,"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."}}