{"id":"W3200289563","doi":"10.36106/paripex/9206532","title":"A RESEARCH PAPER ON AIR COOLING USING PELTIER EFFECT","year":2021,"lang":"en","type":"article","venue":"PARIPEX INDIAN JOURNAL OF RESEARCH","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sault College","funders":"","keywords":"Environmental science; Passive cooling; Water cooling; Volume (thermodynamics); Condenser (optics); Mechanical engineering; Nuclear engineering; Engineering; Meteorology; Thermal; Physics; Optics; Thermodynamics","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":[0.0003489496,0.0004419174,0.0003838141,0.0003859069,0.0004149125,0.0007432211,0.0005035546,0.0005009276,0.006072363],"category_scores_gemma":[0.0005722525,0.0002399732,0.0005662768,0.0005375722,0.0003433545,0.0008864395,0.0003540674,0.0005453741,0.0007265377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003220691,"about_ca_system_score_gemma":0.0002817537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005230585,"about_ca_topic_score_gemma":0.0004648283,"domain_scores_codex":[0.9996281,0.00005461141,0.00001497153,0.0001123691,0.0001555985,0.00003434524],"domain_scores_gemma":[0.9997123,0.0001006998,0.00001942449,0.00003770261,0.0001159279,0.00001389414],"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":[0.0006027381,0.0001715546,0.002245159,0.00222066,0.0001409562,0.0004258974,0.0005668241,0.0174869,0.5541203,0.02686146,0.01433048,0.380827],"study_design_scores_gemma":[0.00006046519,0.001211812,0.004136231,0.0001323108,0.0002212206,0.001095052,0.0002361682,0.07390272,0.6478481,0.003085625,0.2679654,0.0001049643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1808185,0.04191772,0.6759349,0.001950636,0.004790338,0.0003990292,0.000412743,0.001715241,0.09206089],"genre_scores_gemma":[0.8319166,0.01605049,0.09690703,0.000362165,0.0005853618,0.0001669796,0.0002428856,0.0002756244,0.05349293],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006072363,"threshold_uncertainty_score":0.0203141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06296814574503017,"score_gpt":0.3825966448118922,"score_spread":0.319628499066862,"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."}}