{"id":"W3209608563","doi":"10.32920/ryerson.14644041.v1","title":"Light shapes space: how light influences our perception of space","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Materiality (auditing); Space (punctuation); Perception; Architecture; Computer science; Architectural engineering; Human–computer interaction; Engineering; Aesthetics; Visual arts; Psychology; Art","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":[0.0005991748,0.0003192094,0.0002042234,0.0004871259,0.002100567,0.006565123,0.0004801008,0.0008220166,0.008134229],"category_scores_gemma":[0.002462712,0.0003539258,0.000546435,0.0004224009,0.003099303,0.003670786,0.002400848,0.001450695,0.0009105305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001142327,"about_ca_system_score_gemma":0.0006287862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004749647,"about_ca_topic_score_gemma":0.004914284,"domain_scores_codex":[0.9990326,0.0004030127,0.00001648513,0.000156532,0.0002408213,0.0001505721],"domain_scores_gemma":[0.9992003,0.0003308951,0.00006876439,0.00007664684,0.0001731272,0.0001504188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001184325,0.0004863973,0.0623213,0.0008428519,0.0003152532,0.001494934,0.2291211,0.009035427,0.1500015,0.3441236,0.02297855,0.1780948],"study_design_scores_gemma":[0.0002210956,0.0008988039,0.181786,0.0006261759,0.0004700249,0.00176431,0.149582,0.02425254,0.03763902,0.2922092,0.3098967,0.0006541685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7225755,0.001570175,0.04299428,0.003945754,0.00045898,0.00006729146,0.0001755213,0.0002874254,0.2279251],"genre_scores_gemma":[0.9901376,0.0002820827,0.003234366,0.0002251915,0.00002496517,0.00001758341,0.00003004936,0.0001169058,0.005931142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008134229,"threshold_uncertainty_score":0.02721167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078891453773819,"score_gpt":0.2254899613066234,"score_spread":0.2147010467688852,"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."}}