{"id":"W4412574578","doi":"10.15678/pg.2024.68.2.04","title":"The Evaluation of the Use of Container Houses in Meeting Housing Needs Based on a Survey of Real Estate Agents","year":2024,"lang":"en","type":"article","venue":"Journal of Public Governance","topic":"Korean Urban and Social Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Container (type theory); Housing estate; Business; Real estate; Architectural engineering; Finance; Civil engineering; Engineering; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.003895573,0.00006534905,0.000164167,0.00002774918,0.00005880976,0.00003210903,0.0002027912,0.00002413927,0.00001934661],"category_scores_gemma":[0.002063369,0.00003643386,0.00008112464,0.000517658,0.0001963781,0.0001986605,0.00006079739,0.000118543,4.410668e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002963,"about_ca_system_score_gemma":0.0001125146,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008357289,"about_ca_topic_score_gemma":0.008312399,"domain_scores_codex":[0.9979022,0.0004784072,0.0004308049,0.00006208976,0.001007173,0.0001193477],"domain_scores_gemma":[0.9985087,0.0005690501,0.0006799686,0.0001099369,0.0001109163,0.00002141882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005337919,0.00008101374,0.9433208,0.00001507151,0.00003781484,0.000001891042,0.001651481,0.01433931,0.0005810899,0.0001096029,0.002550485,0.03725807],"study_design_scores_gemma":[0.000277364,0.00004906199,0.987208,0.0001631102,0.0000188016,4.511163e-7,0.0001923434,0.01058246,0.000233831,0.00003429724,0.00120539,0.00003487653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974194,0.0001675757,0.00002001149,0.0005187921,0.0001845165,0.00009071341,0.00001699135,0.000001765525,0.001580236],"genre_scores_gemma":[0.9993107,0.0005463546,0.00003434744,0.00003059015,0.00001583665,9.398835e-7,1.94165e-7,0.000006932751,0.00005408757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04388721,"threshold_uncertainty_score":0.9982461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145893738262217,"score_gpt":0.3052045412184645,"score_spread":0.1593108029562476,"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."}}