{"id":"W3096499108","doi":"","title":"BGBX 공동주택의 공간구조분석 연구","year":2018,"lang":"ko","type":"article","venue":"대한건축학회 학술발표대회 논문집","topic":"Urban Design and Spatial Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Space syntax; Architecture; Public space; Space (punctuation); Plan (archaeology); Architectural engineering; Studio; Computer science; Sociology; Geography; Engineering; Telecommunications","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":[0.0003545602,0.0004869871,0.0002251202,0.0007602525,0.002720644,0.002129736,0.0005949915,0.000546633,0.1781144],"category_scores_gemma":[0.0008091778,0.0003124233,0.0001467038,0.001311807,0.0007207663,0.0004658026,0.00113328,0.0005982806,0.04245245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006159343,"about_ca_system_score_gemma":0.005340669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5454236,"about_ca_topic_score_gemma":0.688795,"domain_scores_codex":[0.9995252,0.0000564548,0.000009500436,0.0001028935,0.0002188049,0.00008718261],"domain_scores_gemma":[0.9995528,0.00003452925,0.00001950428,0.00004530576,0.0002416594,0.00010613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007320634,0.00008006595,0.009210152,0.0003301767,0.00001987552,0.0007090982,0.002444407,0.002504257,0.0174506,0.1156224,0.5020148,0.348882],"study_design_scores_gemma":[0.00001167707,0.00003381538,0.006987595,0.00003066761,0.000003241653,0.0001092066,0.0004338721,0.0006465107,0.001515033,0.00123075,0.9889852,0.00001242273],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0415692,0.0009006953,0.007155347,0.0008869994,0.0002649977,0.0003608634,0.00947877,0.001525057,0.9378581],"genre_scores_gemma":[0.1353971,0.0006066645,0.01581137,0.0002034271,0.00001885943,0.0001414306,0.008606216,0.0007754589,0.8384396],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5454236,"threshold_uncertainty_score":0.914507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075925249711968,"score_gpt":0.1996128819428904,"score_spread":0.1888536294457707,"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."}}