{"id":"W4231934320","doi":"10.32920/ryerson.14654727","title":"Design of a Two Story ISO Shipping Container Building","year":2021,"lang":"en","type":"preprint","venue":"","topic":"BIM and Construction Integration","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Container (type theory); Factory (object-oriented programming); Manufacturing engineering; Business; Architectural engineering; Computer science; Engineering; Mechanical 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":[0.0005537051,0.0006853539,0.0005072936,0.0004830507,0.001199974,0.002208408,0.001528212,0.00174268,0.01324354],"category_scores_gemma":[0.000550418,0.0004627244,0.0006062915,0.0004201402,0.001120128,0.0007404883,0.001848714,0.0007208579,0.002179649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000669606,"about_ca_system_score_gemma":0.001108301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00258764,"about_ca_topic_score_gemma":0.004383987,"domain_scores_codex":[0.9993926,0.0002391877,0.00002435695,0.00008120478,0.0001712972,0.00009139098],"domain_scores_gemma":[0.9997594,0.0000449441,0.00001253397,0.00004246088,0.00004257823,0.00009815615],"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":[0.002049931,0.001997488,0.008855556,0.001473307,0.0001784584,0.02360747,0.01222491,0.5656416,0.1518321,0.08137765,0.01581954,0.134942],"study_design_scores_gemma":[0.0004238766,0.003495412,0.01755842,0.000294496,0.0002221758,0.0055442,0.01528405,0.6415175,0.04379498,0.01253675,0.2590165,0.000311748],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6145284,0.0002669259,0.2542601,0.001060512,0.0003973346,0.001343189,0.001106331,0.001675555,0.1253618],"genre_scores_gemma":[0.7982334,0.0002185234,0.1547743,0.000110725,0.0000146135,0.0005173378,0.0005685283,0.0003531448,0.04520931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01324354,"threshold_uncertainty_score":0.04430413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231709875592138,"score_gpt":0.2424430987277841,"score_spread":0.2192721111685703,"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."}}