{"id":"W4392839084","doi":"10.25124/idealog.v8i2.5563","title":"COMPOSING MODEL OF DESIGN CRITERIA BASED ON REVEALED PREFERENCE STUDY, BOARDING HOUSES AS DESIGN CASES","year":2024,"lang":"en","type":"article","venue":"Idealog Ide dan Dialog Desain Indonesia","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","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":[0.004077271,0.0009607848,0.0004436359,0.002819328,0.001215591,0.004357843,0.001358437,0.001351378,0.01027326],"category_scores_gemma":[0.007187592,0.000407791,0.001456579,0.001972913,0.00160328,0.002872557,0.0009872175,0.0009253082,0.0004899914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003805461,"about_ca_system_score_gemma":0.00205247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005837516,"about_ca_topic_score_gemma":0.005121734,"domain_scores_codex":[0.9943079,0.00343607,0.0003245964,0.0005469089,0.0009614001,0.0004231157],"domain_scores_gemma":[0.9948105,0.003217152,0.000525765,0.0002703241,0.0009338914,0.0002423935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003258906,0.0008552836,0.02503948,0.0008617052,0.0002721181,0.001933031,0.005915174,0.2248665,0.00333906,0.670267,0.00327807,0.06304669],"study_design_scores_gemma":[0.0001440378,0.0005270763,0.0061653,0.0001690798,0.0001658839,0.0004426592,0.003519085,0.8250172,0.0005996419,0.1547917,0.008393712,0.00006455285],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3389657,0.0006495847,0.5513715,0.001695226,0.00008998869,0.00187121,0.0004804358,0.0001543586,0.1047221],"genre_scores_gemma":[0.9443973,0.0002120446,0.04726245,0.00004551167,0.0000153886,0.0007440811,0.0001496624,0.00001038579,0.007163232],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01027326,"threshold_uncertainty_score":0.03436744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1718281609436788,"score_gpt":0.2951275527950841,"score_spread":0.1232993918514054,"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."}}