{"id":"W3127519965","doi":"","title":"Characteristics of Managing System and Planning Guidelines for Rooming House in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of the Architectural Institute of Korea","topic":"Collaborative and Sustainable Housing Initiatives","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Environmental planning; Operations management; Geography; 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":[0.0005973729,0.00006582055,0.0002444196,0.0001033141,0.0001974253,0.00001842025,0.0002096293,0.00001900349,5.786609e-7],"category_scores_gemma":[0.001261969,0.00004348219,0.00004281206,0.0002211077,0.0002658379,0.0001442387,0.00004711254,0.00008243717,1.328231e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002114028,"about_ca_system_score_gemma":0.00133301,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1902248,"about_ca_topic_score_gemma":0.4468143,"domain_scores_codex":[0.9990574,0.00007953595,0.0004534845,0.00005560066,0.0002110245,0.0001430178],"domain_scores_gemma":[0.9983465,0.0001238657,0.0005598239,0.00006655079,0.0008645264,0.00003874559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002665355,0.0001042244,0.4455258,0.002612852,0.0006381383,0.0002986966,0.2731868,0.01541496,0.005154671,0.03382148,0.002491291,0.2180857],"study_design_scores_gemma":[0.005425734,0.001122736,0.479318,0.01485313,0.0004506006,0.0002281328,0.3941885,0.01404868,0.0118165,0.007905513,0.06947417,0.001168278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964377,0.0001486457,0.0006452884,0.001448854,0.0006636461,0.0001334069,0.00000870346,0.000003003275,0.0005106964],"genre_scores_gemma":[0.9975101,0.00001541573,0.002071142,0.00005872512,0.0003163141,8.517752e-7,1.31467e-7,0.00000537065,0.00002190457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2565895,"threshold_uncertainty_score":0.8151675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05364853908488324,"score_gpt":0.3324645986402602,"score_spread":0.2788160595553769,"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."}}