{"id":"W4389915591","doi":"10.3390/buildings13123136","title":"Revealing a Gap in Parametric Architecture’s Address of “Context”","year":2023,"lang":"en","type":"article","venue":"Buildings","topic":"Architecture and Computational Design","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Architecture; Connotation; Context (archaeology); Politics; Parametric design; Architectural engineering; Sociology; Parametric statistics; Computer science; Epistemology; Engineering; Political science; Geography; Law; Linguistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.008451883,0.0005705805,0.0004887426,0.002309037,0.005237617,0.0114462,0.001419263,0.002714922,0.004327531],"category_scores_gemma":[0.01541484,0.0005298887,0.0005985943,0.002360968,0.01998085,0.01419053,0.009521829,0.003808554,0.0003862438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004052128,"about_ca_system_score_gemma":0.003671026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004074153,"about_ca_topic_score_gemma":0.007718742,"domain_scores_codex":[0.9897551,0.006894365,0.0003531862,0.0008503651,0.00157843,0.0005686278],"domain_scores_gemma":[0.989393,0.007454311,0.0004892632,0.001407361,0.0009310787,0.0003251035],"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":[0.00004504689,0.00002550921,0.002349709,0.0002026116,0.00001785263,0.000176551,0.09360712,0.001251595,0.0008334849,0.8590292,0.001163156,0.04129826],"study_design_scores_gemma":[0.00001859336,0.00007763682,0.009360989,0.001094481,0.00004599847,0.0006381157,0.1794125,0.005103662,0.001779618,0.5633132,0.2390699,0.0000852129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4021012,0.01042191,0.1971726,0.04221697,0.0006377968,0.00008257452,0.0001225477,0.0001415381,0.3471028],"genre_scores_gemma":[0.9889547,0.0009940232,0.00763183,0.0005771572,0.00004601777,0.00003417465,0.00002113504,0.00004719619,0.001693916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114462,"threshold_uncertainty_score":0.04469836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086806643655616,"score_gpt":0.2423377591060676,"score_spread":0.2214696926695114,"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."}}