{"id":"W7161762183","doi":"10.82308/50167","title":"Development and analysis of sulfur based McGill heat pipe","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat pipe; Heat flux; Work (physics); Loop heat pipe; Pressure drop; Flow (mathematics); Critical heat flux; Sulfur","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009435172,0.0001642703,0.0003849201,0.0004149126,0.00004088479,0.000004162003,0.00003842012,0.0001149145,0.0000487089],"category_scores_gemma":[0.000003897141,0.0001469017,0.00008046711,0.0003656451,0.000006960131,0.00001389184,0.000001827666,0.00008035621,0.000001857858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000280263,"about_ca_system_score_gemma":0.00001986741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004818052,"about_ca_topic_score_gemma":0.003601676,"domain_scores_codex":[0.9993181,0.000003382312,0.0002790098,0.0001298595,0.0001349595,0.0001346878],"domain_scores_gemma":[0.9997874,0.00004106191,0.000004965146,0.00007998564,0.00004976709,0.00003676197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005416695,0.0007373561,0.0251083,0.02786144,0.07784662,0.000126168,0.02904033,0.08766259,0.30327,0.002528935,0.001768228,0.4435084],"study_design_scores_gemma":[0.00041625,0.00002470867,0.1363769,0.0001946845,0.002587003,2.358925e-7,0.001175675,0.008446177,0.8407738,0.000003584321,0.009276286,0.0007246892],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636024,0.0005233695,0.002561518,0.000003091009,0.0001262083,0.000076436,0.00003387068,0.000118731,0.03295443],"genre_scores_gemma":[0.9947458,0.0001393327,0.003571545,0.00001565678,0.000008041412,0.000006566032,0.0006400005,0.00002411243,0.000848937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5375038,"threshold_uncertainty_score":0.5990479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01540814206356968,"score_gpt":0.2595046034895956,"score_spread":0.2440964614260259,"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."}}