{"id":"W6931544480","doi":"10.5281/zenodo.8171956","title":"Numerical Analysis of A New Thermosyphon Heat Pipe","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Evaporator; Thermosiphon; Condenser (optics); Fluent; Heat pipe; Evaporation; Heat transfer; Numerical analysis; Condensation","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":[0.0007073231,0.0003387494,0.0003939812,0.0004437964,0.0003818292,0.0007577123,0.0005152259,0.001026167,0.002665548],"category_scores_gemma":[0.001012526,0.0002959577,0.0005653148,0.0003661633,0.0008062676,0.0005934089,0.000561365,0.0003702171,0.0002859145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004315291,"about_ca_system_score_gemma":0.0008302286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009702228,"about_ca_topic_score_gemma":0.0004513407,"domain_scores_codex":[0.9997033,0.00006180068,0.0000151751,0.00004770933,0.0001368977,0.0000350509],"domain_scores_gemma":[0.9996456,0.0001739654,0.00003688237,0.00004572443,0.00007853942,0.00001922233],"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":[0.0001544004,0.00007789364,0.002563355,0.0003473819,0.00002753247,0.0002946573,0.0002652452,0.8648378,0.09298433,0.01364441,0.0006973647,0.02410576],"study_design_scores_gemma":[0.00001380919,0.00007554406,0.0003979687,0.000009817119,0.00000553311,0.00005532865,0.00001700528,0.9901862,0.007030054,0.0005517086,0.001645761,0.00001116541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2671792,0.0006570509,0.7169945,0.000294085,0.0003292563,0.0002500261,0.0002991715,0.0009581008,0.01303868],"genre_scores_gemma":[0.8778054,0.0003438297,0.1161216,0.00002763718,0.00003210062,0.0002208712,0.0001458357,0.00007529448,0.005227462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002665548,"threshold_uncertainty_score":0.008917153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04839472041113693,"score_gpt":0.2849877449357348,"score_spread":0.2365930245245978,"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."}}