{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001020153,0.0005684697,0.0008726627,0.0005026097,0.0005170698,0.0007190494,0.00105236,0.0004789688,0.002233159],"category_scores_gemma":[0.0009725082,0.0004188813,0.0004471739,0.0005236913,0.0009409716,0.0005013843,0.0004630443,0.0006681577,0.001183457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006097528,"about_ca_system_score_gemma":0.0008320069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002849518,"about_ca_topic_score_gemma":0.001395641,"domain_scores_codex":[0.999032,0.0001437758,0.00004475555,0.0002228424,0.0004074314,0.0001491672],"domain_scores_gemma":[0.9991722,0.0003083672,0.0000927675,0.0001792983,0.000189978,0.00005741194],"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":[0.000390081,0.0001369674,0.002161723,0.0002538973,0.0000466613,0.0001102104,0.0001830266,0.02217972,0.9511502,0.001245361,0.000878588,0.02126362],"study_design_scores_gemma":[0.0001046339,0.0007237851,0.005225589,0.00001563586,0.00004891039,0.000142588,0.00003842171,0.08199135,0.9060575,0.0002785514,0.005293205,0.00007967619],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465566,0.0005887555,0.04781448,0.00008209868,0.00008311961,0.0001363408,0.0003765172,0.001205117,0.003156926],"genre_scores_gemma":[0.970445,0.0002374609,0.02622338,0.00003175295,0.00002574924,0.00009689069,0.0003341097,0.00006788941,0.002537781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002849518,"threshold_uncertainty_score":0.007470608,"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."}}