{"id":"W3152965194","doi":"10.24908/iqurcp.10479","title":"The Glass Wall of Opera Houses","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Opera; Opera house; Architecture; Doors; Space (punctuation); Visual arts; Art; Art history; Engineering; Computer science; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.003485759,0.0001656956,0.0002172404,0.0001289129,0.002450111,0.0008065735,0.001142802,0.0001685918,0.0001818961],"category_scores_gemma":[0.001465392,0.000110341,0.00006283435,0.001089032,0.00573671,0.0004932991,0.0003417469,0.0005146183,0.0001190437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780332,"about_ca_system_score_gemma":0.001269005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009575938,"about_ca_topic_score_gemma":0.00256781,"domain_scores_codex":[0.9964097,0.000153365,0.000391384,0.0003852253,0.001647792,0.0010126],"domain_scores_gemma":[0.9945872,0.0003744951,0.0001358724,0.00017215,0.004457931,0.0002723336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009749749,0.00006102959,0.005159045,0.00002833899,0.00006910473,0.000002416278,0.03708177,8.814058e-8,0.001132021,0.5596044,0.3727973,0.02396702],"study_design_scores_gemma":[0.0002141569,0.0002592863,0.001016513,0.0001337803,0.000006520469,0.000001458152,0.04582343,0.00004278799,0.004294543,0.04383567,0.9041591,0.0002127664],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4184701,0.0002409322,0.0001095413,0.4415129,0.000776524,0.001480895,0.00000678327,0.0002322978,0.13717],"genre_scores_gemma":[0.9598727,0.001988855,0.0001174506,0.0000874077,0.0005693545,0.00005938333,0.000001681703,0.00001637543,0.03728686],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5414026,"threshold_uncertainty_score":0.9988486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880240296707934,"score_gpt":0.4138292456383871,"score_spread":0.2258052159675937,"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."}}