{"id":"W4364381559","doi":"10.18280/ijsdp.180321","title":"Success Criteria of Major Architectural Projects in Iraq","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Engineering; Forensic engineering; Construction engineering","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":[0.006186271,0.0004747198,0.0002940631,0.004117163,0.002666503,0.002755327,0.0005456619,0.000463891,0.002315948],"category_scores_gemma":[0.01262251,0.0002480505,0.0002593125,0.003444839,0.002028059,0.0009372209,0.001960005,0.0004680233,0.0003124767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002990259,"about_ca_system_score_gemma":0.004699942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00772329,"about_ca_topic_score_gemma":0.01212,"domain_scores_codex":[0.9938176,0.002318857,0.0004504167,0.0002202237,0.002336357,0.0008564909],"domain_scores_gemma":[0.9863892,0.004080657,0.003161544,0.0002937963,0.004734645,0.001340121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002848054,0.0004357129,0.6769339,0.001089932,0.00008906124,0.002532724,0.07667491,0.005615266,0.005454428,0.02690059,0.006988188,0.1970005],"study_design_scores_gemma":[0.00001704548,0.0005271718,0.8174742,0.0005333865,0.00003568348,0.001041983,0.140287,0.004485649,0.001797087,0.004465451,0.02924286,0.00009249829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9814652,0.0003062286,0.001751754,0.0004139395,0.000009660769,0.0001864158,0.0001431661,0.00001634195,0.01570728],"genre_scores_gemma":[0.9978827,0.0001074278,0.001074471,0.00001164906,0.000002865091,0.00007575419,0.00004914671,0.000005421573,0.0007905668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00772329,"threshold_uncertainty_score":0.03271657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155272607574584,"score_gpt":0.3426805740089977,"score_spread":0.3111278479332518,"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."}}