{"id":"W4256113437","doi":"10.22215/etd/2006-07931","title":"Design and manufacturing of loop heat pipes for electronics cooling","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Engineering; Electronics; Mechanical engineering; Electrical engineering","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":[0.000498891,0.0003817082,0.0003325916,0.0003824672,0.0004935504,0.0006358418,0.000898357,0.0005034711,0.003614723],"category_scores_gemma":[0.001038325,0.0004113433,0.0002947918,0.0002665312,0.0003512428,0.0006505139,0.0003149405,0.0003519742,0.0006507288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004675197,"about_ca_system_score_gemma":0.0008118964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006598362,"about_ca_topic_score_gemma":0.001157311,"domain_scores_codex":[0.9996748,0.00005474715,0.00001288923,0.00006079881,0.0001524615,0.00004439017],"domain_scores_gemma":[0.9995055,0.0001314514,0.00008639725,0.00007831348,0.000174556,0.00002376498],"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":[0.0003522508,0.0002051763,0.001753598,0.0009020279,0.00003903725,0.0002000789,0.0004947392,0.08338085,0.7863693,0.00915764,0.004027877,0.1131174],"study_design_scores_gemma":[0.0001342022,0.003516602,0.006564263,0.00009345522,0.00006804863,0.0003353372,0.0001141349,0.2391492,0.6794385,0.00224471,0.06827521,0.00006633018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.269394,0.001532653,0.7002255,0.0003581523,0.000347754,0.0006899847,0.0003932546,0.003047643,0.02401106],"genre_scores_gemma":[0.7820621,0.0006146743,0.2035379,0.00004867436,0.00004877728,0.0003249784,0.0002915966,0.0001900082,0.01288128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003614723,"threshold_uncertainty_score":0.01209247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01122813559424455,"score_gpt":0.2314306812425533,"score_spread":0.2202025456483088,"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."}}