{"id":"W2952726131","doi":"10.7492/ijaec.2019.003","title":"Dhaka in the Perspective of Urban Development Paradigm","year":2019,"lang":"en","type":"article","venue":"International Journal of Architecture Engineering and Construction","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Paradigm shift; Sociology; Engineering ethics; Epistemology; Engineering; Philosophy; Computer science; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002732257,0.00004477608,0.00007507289,0.0001567998,0.00002213987,0.00001769601,0.0001398052,0.00002715963,0.00001539913],"category_scores_gemma":[0.00004424543,0.00003110254,0.00002617859,0.00006584582,0.00004700681,0.00006184755,0.000009236698,0.0001393207,6.339321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000618529,"about_ca_system_score_gemma":0.00007796968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003185418,"about_ca_topic_score_gemma":0.0000279107,"domain_scores_codex":[0.9994304,0.00002861454,0.0001591678,0.00004695089,0.0002726782,0.00006225848],"domain_scores_gemma":[0.9997116,0.00007521518,0.00008817625,0.00002320567,0.00008215584,0.0000196062],"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":[0.0001653364,0.0000833378,0.04550749,0.00003238939,0.0003689502,0.00002960414,0.2626574,0.004764773,0.001127096,0.5747949,0.0001008642,0.1103678],"study_design_scores_gemma":[0.004251785,0.0003854098,0.4671443,0.001385375,0.00005499227,0.00135324,0.1470787,0.0004546854,0.002679261,0.03508554,0.3392905,0.0008362352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922625,0.0004773873,0.0008459689,0.003494232,0.000856144,0.00005703607,5.481638e-7,0.00000485218,0.002001266],"genre_scores_gemma":[0.9973783,0.0001224351,0.00229856,0.00001715273,0.0001511827,5.628276e-7,2.70342e-7,0.000002112823,0.00002943622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5397094,"threshold_uncertainty_score":0.1268325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006250826251773875,"score_gpt":0.2323598670183698,"score_spread":0.2261090407665959,"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."}}