{"id":"W2087267462","doi":"10.1080/01457632.2012.677678","title":"Effects of Acidity and Method of Preparation on Nucleate Pool Boiling of Nanofluids","year":2012,"lang":"en","type":"article","venue":"Heat Transfer Engineering","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nanofluid; Materials science; Boiling; Suspension (topology); Heat transfer; Chemical engineering; Nucleate boiling; Boiling heat transfer; Nanoparticle; Thermodynamics; Heat transfer coefficient; Nanotechnology","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":[0.0009476272,0.0006718397,0.0005279767,0.0004570032,0.0002821699,0.0004444477,0.0002702889,0.000354312,0.001010571],"category_scores_gemma":[0.002422483,0.0003254976,0.0004278994,0.0002554184,0.0003259012,0.0005750785,0.0003808257,0.0005741647,0.0002580709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002387165,"about_ca_system_score_gemma":0.0002439412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005817247,"about_ca_topic_score_gemma":0.0008112999,"domain_scores_codex":[0.999257,0.0001770665,0.0001166597,0.0001461021,0.0002003822,0.0001028415],"domain_scores_gemma":[0.997956,0.00113784,0.0004088701,0.0001032043,0.0002964941,0.00009754371],"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":[0.0002521482,0.0000234923,0.0003444066,0.0001789282,0.00002283994,0.00005255298,0.00008177059,0.0001563963,0.9965276,0.00003266651,0.00001825151,0.002308929],"study_design_scores_gemma":[0.000007389538,0.0002847169,0.001537626,0.00001136511,0.00003445803,0.00003211378,0.00001825151,0.0002969817,0.9973425,0.00001033143,0.0004162526,0.000007932105],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891233,0.003909134,0.004300234,0.00005945227,0.00007726975,0.0001262626,0.0002145928,0.00006945864,0.002120269],"genre_scores_gemma":[0.9911712,0.002040201,0.005316763,0.0000706174,0.00003898048,0.0000900817,0.0002271896,0.00006428321,0.0009806438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001010571,"threshold_uncertainty_score":0.005011559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006596413116635591,"score_gpt":0.2208160950413411,"score_spread":0.2142196819247055,"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."}}