{"id":"W4241115282","doi":"10.32920/ryerson.14652828","title":"Evaluation of critical factors from residential adaptive reuse projects within the context of Toronto, Ontario","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adaptive reuse; Architectural engineering; Context (archaeology); Reuse; Flexibility (engineering); CLARITY; Daylighting; Architecture; Key (lock); Civil engineering; Environmental planning; Engineering; Environmental resource management; Computer science; Environmental science; Geography","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":[0.00376258,0.0003772621,0.0002247253,0.001978823,0.006193677,0.003745378,0.000800482,0.0003256714,0.003288705],"category_scores_gemma":[0.011705,0.0002895109,0.0002103403,0.0038054,0.002858807,0.0008445909,0.001805958,0.0003885651,0.0002316082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05639489,"about_ca_system_score_gemma":0.03761735,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8592128,"about_ca_topic_score_gemma":0.9583068,"domain_scores_codex":[0.9958625,0.001141386,0.0002241494,0.0002270866,0.001789573,0.0007553637],"domain_scores_gemma":[0.9881761,0.003165921,0.001330516,0.0003556255,0.005875828,0.001095924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005089836,0.0003114614,0.5035005,0.001036496,0.00006644057,0.007486389,0.3678748,0.004296362,0.009555191,0.0056872,0.00363716,0.09603903],"study_design_scores_gemma":[0.000009224197,0.0002882164,0.5103105,0.0002129047,0.00004748797,0.0002900103,0.4662198,0.0009693659,0.002370174,0.0002382285,0.01900509,0.00003899796],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868396,0.0001139141,0.0003656737,0.0001211353,0.000004161414,0.000204185,0.0001416748,0.000007883388,0.01220182],"genre_scores_gemma":[0.9964903,0.0002111139,0.0005534116,0.00001365373,0.000001768496,0.0000524875,0.0001077185,0.000004388602,0.002565202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1407872,"threshold_uncertainty_score":0.4091755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.283373328905509,"score_gpt":0.3117806413244116,"score_spread":0.02840731241890254,"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."}}