{"id":"W2740738493","doi":"","title":"STEADY-STATE AND TRANSIENT LOOP HEAT PIPE PERFORMANCE DURING PERIODIC HEATING CYCLES","year":2004,"lang":"en","type":"article","venue":"","topic":"Spacecraft and Cryogenic Technologies","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transient (computer programming); Thermal; Steady state (chemistry); Heat transfer; Loop heat pipe; Engineering; Mechanics; Control theory (sociology); Mechanical engineering; Heat pipe; Environmental science; Computer science; Control (management); Thermodynamics; Physics; Chemistry","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":[0.00003739182,0.0001507627,0.000136102,0.00007622257,0.0001118881,0.00004184629,0.00008240473,0.00005682589,0.00003294428],"category_scores_gemma":[0.000003493908,0.0001356116,0.00003017033,0.0001119512,0.00006075063,0.0001521278,0.00002545148,0.000135405,0.00002226038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864049,"about_ca_system_score_gemma":0.000007849448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003291276,"about_ca_topic_score_gemma":0.00005315505,"domain_scores_codex":[0.999322,0.000002338244,0.0001425192,0.0001496685,0.00009208257,0.0002913791],"domain_scores_gemma":[0.9997841,0.000006452751,0.000006268472,0.0001462111,0.000008944686,0.00004804534],"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":[0.00004167521,0.00005372171,0.0263019,0.0008286923,0.0001268193,0.00005379361,0.008370838,0.2319417,0.6829116,0.0002150014,0.00007123375,0.04908304],"study_design_scores_gemma":[0.00234773,0.0001638694,0.141046,0.0002605853,0.00003091856,0.0001773463,0.005620561,0.02525218,0.8235158,0.0001624277,0.0005175801,0.0009049678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943367,0.001181584,0.001199243,0.0001350222,0.00007248802,0.00009951187,0.000001662958,0.0009348099,0.002039033],"genre_scores_gemma":[0.9981675,0.0006692066,0.0008756956,0.00001302429,0.00001549322,0.00001491446,7.553384e-7,0.00002272828,0.0002206933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2066895,"threshold_uncertainty_score":0.5530081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006884462385813762,"score_gpt":0.1879535098790542,"score_spread":0.1810690474932404,"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."}}