{"id":"W7038523754","doi":"","title":"Housing demand in Malaysia / Sharena Mohd Nur","year":2015,"lang":"en","type":"other","venue":"UiTM Institutional Repositories (Universiti Teknologi MARA)","topic":"Traditional and Medicinal Uses of Annonaceae","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Per capita income; Variable (mathematics); Panel data; Population; Variables; Regression analysis; Per capita; Order (exchange); Unit (ring theory)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009083096,0.0003363013,0.0003161555,0.0003156867,0.0001293518,0.00002869114,0.0003629249,0.0006251002,0.0001424077],"category_scores_gemma":[0.00008833123,0.0003505575,0.0001091665,0.0002334472,0.0004689506,0.00001811141,0.0002043812,0.0002816908,0.00005280088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955964,"about_ca_system_score_gemma":0.0007111807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001944697,"about_ca_topic_score_gemma":0.0002350506,"domain_scores_codex":[0.9984522,0.00005107523,0.0001989088,0.0005770241,0.0003778208,0.0003429591],"domain_scores_gemma":[0.9992068,0.0000135453,0.0001643342,0.0003184025,0.0001370538,0.0001598972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003669889,0.0002160213,0.002156068,0.0001299912,0.0002980175,0.001726039,0.00005929792,0.0006083242,0.005359842,0.0112091,0.9773899,0.0004804074],"study_design_scores_gemma":[0.00086533,0.0002870936,0.001415976,0.0003251291,0.0000603704,0.0003106296,0.000237731,0.00002650102,0.0004205952,0.0003036318,0.9952694,0.0004776174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06181896,0.007144965,0.0005086713,0.0005292097,0.00287697,0.0004891604,0.0007509786,0.0001992111,0.9256819],"genre_scores_gemma":[0.4387643,0.001191668,0.002041327,0.0004320224,0.004712664,0.00002717631,0.005734114,0.0002476752,0.546849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3788328,"threshold_uncertainty_score":0.9998946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301417126580479,"score_gpt":0.2267288593160991,"score_spread":0.2137146880502943,"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."}}