{"id":"W4399765518","doi":"10.32920/26052445","title":"Development of the Modern Archetype for Toronto's Housing Stock and Adapting It to Passive House Standards","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Archetype; Stock (firearms); Architectural engineering; Passive house; Business; Engineering; History; Art; Archaeology; Literature; Electrical engineering; Efficient energy use","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002678569,0.0003033289,0.00009945841,0.0003226204,0.0004153449,0.0007926497,0.0005607196,0.000236898,0.002931489],"category_scores_gemma":[0.0004849674,0.0001754236,0.0002500732,0.0003043074,0.0003239364,0.0004326583,0.0003860459,0.0002266901,0.0002450898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006903381,"about_ca_system_score_gemma":0.005464553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4187447,"about_ca_topic_score_gemma":0.6643946,"domain_scores_codex":[0.9998166,0.00002163092,0.000004084461,0.00001760712,0.0001086864,0.00003141804],"domain_scores_gemma":[0.9998851,0.00001260756,0.00001114796,0.00001600962,0.00005804876,0.00001706336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001519569,0.0001275492,0.03427162,0.0001947774,0.0000254316,0.0004451657,0.000764693,0.7964476,0.03315517,0.03795711,0.005364868,0.09109401],"study_design_scores_gemma":[0.00006395617,0.0005684836,0.06922068,0.00007111818,0.00003943357,0.0002167124,0.001750994,0.8439005,0.01801884,0.003706498,0.06238414,0.00005864511],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8471935,0.0001627763,0.07387992,0.0003546987,0.00003128896,0.0003843213,0.00113182,0.0002557751,0.07660589],"genre_scores_gemma":[0.9442711,0.0001206797,0.04216179,0.00001530902,0.000002153817,0.00006978358,0.0006811224,0.00004443293,0.01263364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5812553,"threshold_uncertainty_score":0.8326148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02318918581596077,"score_gpt":0.2723524413355646,"score_spread":0.2491632555196038,"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."}}