{"id":"W7007974925","doi":"","title":"Application Of Design Patterns And Space Concepts In
\\nThe Development Of Heat Pipes
\\n","year":2010,"lang":"en","type":"other","venue":"UMP Institutional Repository (Universiti Malaysia Pahang)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Condenser (optics); Fin; Heat transfer; Condensation; Annular fin; Heat pipe; Thermal conduction; Heat transfer coefficient; Development (topology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050774,0.0007322594,0.0003612335,0.0007341236,0.0004816224,0.001637527,0.00117688,0.0006873345,0.003807886],"category_scores_gemma":[0.001641474,0.0006077393,0.0009850594,0.0008370146,0.002093377,0.001589699,0.001040768,0.001161495,0.0009994664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008106808,"about_ca_system_score_gemma":0.001151904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009559072,"about_ca_topic_score_gemma":0.001031097,"domain_scores_codex":[0.9991484,0.0003192539,0.00007222432,0.0001197651,0.0002887461,0.00005174188],"domain_scores_gemma":[0.9994179,0.0002292565,0.0000865023,0.0001239671,0.0001249095,0.00001758309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00003487433,0.00003756343,0.0004607012,0.0003539177,0.00002792651,0.0001498709,0.0005251492,0.08414983,0.008671509,0.7727801,0.00155982,0.1312487],"study_design_scores_gemma":[0.00004972991,0.0003610199,0.0005077227,0.0001956509,0.00003305408,0.0005109456,0.0002491525,0.2633615,0.016605,0.5934158,0.1246598,0.00005063424],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00439724,0.0002855725,0.9875443,0.0001879399,0.000064881,0.00005306894,0.00001887004,0.00009387396,0.007354358],"genre_scores_gemma":[0.09345872,0.001137892,0.8916204,0.0001701276,0.00006845083,0.0003943708,0.00006842617,0.0001294192,0.01295221],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003807886,"threshold_uncertainty_score":0.01273859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01127449228938121,"score_gpt":0.2273797140206785,"score_spread":0.2161052217312973,"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."}}