{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002995143,0.0005374957,0.0006412643,0.0003029361,0.0002692767,0.0001995403,0.0005655977,0.0003754891,0.009058361],"category_scores_gemma":[0.00009078802,0.0005420667,0.0003987652,0.0008642973,0.0002350134,0.0002310662,0.0001311004,0.0004299133,0.01211474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001658101,"about_ca_system_score_gemma":0.0000672275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008268354,"about_ca_topic_score_gemma":0.0004946751,"domain_scores_codex":[0.9973002,0.00009585679,0.0006182033,0.0005995025,0.000490144,0.0008960651],"domain_scores_gemma":[0.9983203,0.00009188662,0.0001059529,0.0009149655,0.0001887484,0.0003781622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003149557,0.001073838,0.06331287,0.0008999746,0.005120227,0.0005807632,0.01166356,0.003053736,0.07724172,0.01071823,0.6540706,0.1719495],"study_design_scores_gemma":[0.002983622,0.001295233,0.03117046,0.0004801898,0.00189048,0.00005469914,0.0004642393,0.2995344,0.03656486,0.00309971,0.6186463,0.00381579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6786263,0.00873255,0.08432158,0.003158169,0.009685997,0.001271511,0.0002644589,0.00250385,0.2114356],"genre_scores_gemma":[0.9702097,0.0002595327,0.001230367,0.0004026215,0.002843218,0.00001589156,0.00002804533,0.0001241353,0.02488653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2964807,"threshold_uncertainty_score":0.9997031,"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."}}