{"id":"W2942513741","doi":"10.22215/etd/2018-13206","title":"Design and Construction of a Guarded Hot Plate Apparatus to Evaluate the Thermal Resistance of Vacuum Insulated Panels using a New Accelerated Ageing Procedure","year":2018,"lang":"en","type":"dissertation","venue":"","topic":"Aerogels and thermal insulation","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Service life; Building envelope; Thermal mass; Moisture; Architectural engineering; Thermal insulation; Vacuum insulated panel; Service (business); Thermal resistance; Envelope (radar); Engineering; Materials science; Thermal; Composite material; Business; Physics; Aerospace 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":[0.001881742,0.0009732437,0.000694596,0.001209722,0.0003408795,0.000783129,0.002147496,0.001050638,0.002026272],"category_scores_gemma":[0.001557781,0.0007226104,0.0006051807,0.0004716754,0.0005466559,0.0008750265,0.0004854426,0.0008162316,0.001378178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388218,"about_ca_system_score_gemma":0.000824736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003724241,"about_ca_topic_score_gemma":0.0003276459,"domain_scores_codex":[0.998333,0.0002190134,0.0001544114,0.0004362656,0.0007474651,0.0001098023],"domain_scores_gemma":[0.9981097,0.0004184498,0.0003519415,0.0004208627,0.0005870071,0.0001121103],"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":[0.0003224825,0.0002037308,0.00618368,0.0003441081,0.00004015191,0.0001884079,0.000205067,0.002027953,0.9550902,0.0008268315,0.0003928319,0.03417456],"study_design_scores_gemma":[0.00007084654,0.004113288,0.0158361,0.00004903822,0.0001280182,0.0006558219,0.0001037162,0.01199211,0.9570932,0.000137132,0.009743955,0.00007670791],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.525874,0.0006234997,0.4618328,0.0002171614,0.0002656318,0.002926491,0.001303822,0.003697978,0.003258652],"genre_scores_gemma":[0.5546787,0.0006837322,0.4335538,0.0001416917,0.00006577159,0.002927562,0.001167689,0.0001890489,0.006591914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147496,"threshold_uncertainty_score":0.00995177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05587095063757998,"score_gpt":0.3044905057598022,"score_spread":0.2486195551222222,"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."}}