{"id":"W4385400375","doi":"10.18280/ijsdp.180728","title":"Quality Assessment of Residential Complexes Standards of Satisfaction in Basra City of Iraq","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Basrah","keywords":"Quality (philosophy); Environmental planning; Business; Geography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166877,0.0002336967,0.0003508036,0.001160932,0.0008014941,0.001119463,0.000333341,0.0002173062,0.003619807],"category_scores_gemma":[0.002908431,0.0001251802,0.0003653742,0.00217907,0.0004854139,0.0003606732,0.0006297654,0.0002562352,0.0003543009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009279029,"about_ca_system_score_gemma":0.0006762794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01153767,"about_ca_topic_score_gemma":0.01738079,"domain_scores_codex":[0.9987012,0.0003852354,0.0001053865,0.00008883799,0.0005608275,0.0001584452],"domain_scores_gemma":[0.9971048,0.0003205961,0.0005446525,0.0001400407,0.001708113,0.0001818189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002223984,0.0002423648,0.927054,0.0001392266,0.00008561035,0.0001997634,0.00540564,0.0008951718,0.001876754,0.0006293706,0.003216843,0.06003285],"study_design_scores_gemma":[0.000007537134,0.0002359885,0.9784985,0.00002541722,0.00002139304,0.0001256093,0.0154766,0.001386013,0.0007294054,0.0001286017,0.003344272,0.00002073828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948244,0.00006481197,0.0007788982,0.0000969981,0.000008971598,0.00003301787,0.000357457,0.00001688704,0.00381858],"genre_scores_gemma":[0.9981083,0.00005094513,0.0008330427,0.00002458089,0.000004487648,0.00003004295,0.0003631376,0.000004238382,0.0005812075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01153767,"threshold_uncertainty_score":0.02294105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03194712604648497,"score_gpt":0.3415998279350892,"score_spread":0.3096527018886042,"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."}}