{"id":"W2271173888","doi":"10.6107/jkha.2014.25.3.165","title":"A Study on Applications of Housing Interior Design Elements according to the Sensibility Type","year":2014,"lang":"en","type":"article","venue":"Journal of the Korean housing association","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Sensibility; Space (punctuation); Ceiling (cloud); Natural (archaeology); Computer science; Aesthetics; Engineering; Geology; Art; Structural engineering","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":[0.001841986,0.0003383497,0.000250709,0.0009707975,0.0003978541,0.001171511,0.0003395092,0.0004899066,0.003577337],"category_scores_gemma":[0.01189312,0.0002942547,0.0004115896,0.0004751584,0.0008349904,0.001115781,0.0008952015,0.0006026665,0.0003747637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094031,"about_ca_system_score_gemma":0.0002690735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004134623,"about_ca_topic_score_gemma":0.000526826,"domain_scores_codex":[0.9979393,0.0008569965,0.0001544436,0.0002086068,0.0006282172,0.0002123764],"domain_scores_gemma":[0.9934738,0.003581985,0.0007028198,0.0004092884,0.001395194,0.0004368467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001623789,0.001750587,0.5653557,0.001141186,0.0001368164,0.001484283,0.1325216,0.001261138,0.08969253,0.004545057,0.001005494,0.1994819],"study_design_scores_gemma":[0.00004997594,0.00286631,0.8993381,0.0001769822,0.0001155509,0.00189214,0.06876004,0.00388298,0.01096594,0.00238761,0.009464473,0.00009997633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909512,0.00007328112,0.002337399,0.00003979946,0.000007384809,0.00006589934,0.00001106122,0.00001419076,0.006499783],"genre_scores_gemma":[0.9974883,0.00005265825,0.001234625,0.00002498298,0.000003543333,0.00003005867,0.00001174886,0.000007347762,0.00114665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003577337,"threshold_uncertainty_score":0.01196742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06584850051358256,"score_gpt":0.3641883573241544,"score_spread":0.2983398568105718,"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."}}