{"id":"W4386432625","doi":"10.1007/978-981-19-9822-5_94","title":"An Implementation Method of Collaborative Simulation for Integrated Optimization of Lighting and Interior Design","year":2023,"lang":"en","type":"book-chapter","venue":"Environmental science and engineering","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Software; Computer science; Process (computing); Scheme (mathematics); Building information modeling; Interior design; Transmission (telecommunications); Software engineering; Collaborative design; Interface (matter); Systems engineering; Engineering drawing; Engineering; Operating system; Architectural engineering; Systems design","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":[0.0007925644,0.0008387942,0.0008179776,0.0005652013,0.0007085337,0.0009020503,0.001884441,0.001143625,0.01138415],"category_scores_gemma":[0.001789548,0.0005451395,0.001078051,0.0007226996,0.0005233171,0.0008063387,0.001232008,0.001192984,0.001522898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005653967,"about_ca_system_score_gemma":0.0009804099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007792244,"about_ca_topic_score_gemma":0.006415923,"domain_scores_codex":[0.9995486,0.0001290271,0.00002276978,0.00006271339,0.0001967022,0.00004017674],"domain_scores_gemma":[0.9993744,0.0002869927,0.00002355321,0.00009012936,0.0001990722,0.0000257366],"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":[0.0001477975,0.00023715,0.0007450661,0.0001840766,0.00009652539,0.0001469494,0.0002895269,0.6570369,0.01094286,0.074364,0.007874548,0.2479347],"study_design_scores_gemma":[0.0000148505,0.00001184603,0.00003764045,0.000005979909,0.000006619636,0.00001791893,0.000009276256,0.9916808,0.001269644,0.002845436,0.004094925,0.000005118308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001754923,0.00002322173,0.9937556,0.00002313996,0.00004304067,0.00002667987,0.00002409544,0.0008044688,0.003544892],"genre_scores_gemma":[0.08024138,0.00006353576,0.9131866,0.00004930844,0.00002733674,0.0002589644,0.0001566505,0.0007097949,0.005306358],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01138415,"threshold_uncertainty_score":0.03808379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174670522672213,"score_gpt":0.2537789488375294,"score_spread":0.2320322436108073,"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."}}