{"id":"W7008793768","doi":"","title":"A database tool to support building envelope failure diagnosis","year":2003,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Envelope (radar); Process (computing); Building envelope; Dissemination; Online database; Interrogation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001016477,0.0005561321,0.0006191399,0.002244707,0.0009654724,0.0003037335,0.001396394,0.0005067931,0.004641065],"category_scores_gemma":[0.0001509599,0.0006702804,0.0003169693,0.002030336,0.0001533208,0.0002848837,0.0004160283,0.001593075,0.00130034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212331,"about_ca_system_score_gemma":0.0007190303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321267,"about_ca_topic_score_gemma":0.01686904,"domain_scores_codex":[0.9943126,0.0008669314,0.0004623304,0.00162041,0.001116376,0.001621382],"domain_scores_gemma":[0.9969956,0.0003439911,0.0001815091,0.001614181,0.0002808322,0.0005838704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002207966,0.0006258085,0.04406256,0.000671865,0.001336235,0.01321467,0.003530941,0.00002329191,0.00142241,0.06013569,0.8664867,0.006281817],"study_design_scores_gemma":[0.00080614,0.0007325095,0.01328244,0.0002034749,0.0001248759,0.00002162125,0.01788075,0.000001201882,0.003710447,0.00008712173,0.9623305,0.0008189082],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6307884,0.000127026,0.00005113068,0.000844167,0.00276973,0.001432343,0.0001313536,0.0001417954,0.3637141],"genre_scores_gemma":[0.2335648,0.0001207481,0.0002129848,0.00007876525,0.0003632506,0.0001073445,0.000496991,0.0001060021,0.7649491],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.401235,"threshold_uncertainty_score":0.9995748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03228813807340449,"score_gpt":0.3139420822587684,"score_spread":0.2816539441853639,"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."}}