{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007664425,0.0004845264,0.0007064865,0.0004128047,0.0006920614,0.0003492419,0.0003618516,0.00007567546,0.00007084178],"category_scores_gemma":[0.00020275,0.0003800027,0.0001908315,0.0001467254,0.0004305487,0.0002149702,0.0001215904,0.0002998482,0.00003669578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009833508,"about_ca_system_score_gemma":0.0001714798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006675663,"about_ca_topic_score_gemma":0.0002151632,"domain_scores_codex":[0.9970581,0.0006795846,0.0006725422,0.000626357,0.0004464691,0.0005169252],"domain_scores_gemma":[0.9968389,0.002332331,0.0001636258,0.0003991904,0.0001548167,0.0001111112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00955549,0.0042127,0.02095584,0.003484516,0.003314365,0.007496449,0.3133771,0.3006504,0.0331092,0.14804,0.106105,0.04969902],"study_design_scores_gemma":[0.00857222,0.01834665,0.02108105,0.00834465,0.003122961,0.0002814595,0.01478594,0.7892749,0.01246778,0.1130559,0.003428632,0.00723787],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496942,0.001051994,0.04048495,0.0003830272,0.0007140223,0.001996275,0.0001661201,0.0007008131,0.004808586],"genre_scores_gemma":[0.9963518,0.00002510223,0.002420261,0.0003277714,0.0003319973,0.0001707888,0.00001812425,0.00007827702,0.0002758803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886245,"threshold_uncertainty_score":0.9998652,"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."}}