{"id":"W2597404210","doi":"","title":"Analytical Investigation of Precast Panel and its Utilization in Low Cost Housing","year":2017,"lang":"en","type":"article","venue":"","topic":"Seismic and Structural Analysis of Tall Buildings","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Precast concrete; Engineering; Structural engineering; Nave; Civil engineering; Slum; Geography; Population","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000138117,0.0001709732,0.0000945522,0.0006097057,0.0001340227,0.0003068445,0.0002834722,0.0002383037,0.001896752],"category_scores_gemma":[0.0002598716,0.0001326761,0.0001951368,0.0004732055,0.0002076462,0.0003276786,0.000119043,0.0001233431,0.0002278477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002102001,"about_ca_system_score_gemma":0.0001241692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002397634,"about_ca_topic_score_gemma":0.00422158,"domain_scores_codex":[0.999879,0.00002175371,0.000002717224,0.00001888071,0.00005568423,0.00002194901],"domain_scores_gemma":[0.9998871,0.00003969265,0.00001839728,0.00001245461,0.00003698686,0.000005466827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000406113,0.0004379753,0.07268503,0.0006212282,0.00005533468,0.001653826,0.001019654,0.2977037,0.4617134,0.01508755,0.002542992,0.1460733],"study_design_scores_gemma":[0.000006668467,0.000470199,0.08507641,0.00005213478,0.0000432238,0.0004025841,0.001341085,0.8075965,0.09871882,0.001867358,0.004391535,0.0000335127],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725729,0.0004056682,0.01951031,0.00004521969,0.00001337656,0.00001365314,0.0001046467,0.00004014228,0.00729414],"genre_scores_gemma":[0.9963988,0.0001463783,0.002130625,0.000002556028,0.00000199458,0.000003093227,0.00003698998,0.000004193431,0.001275382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002397634,"threshold_uncertainty_score":0.006345212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06653093921727378,"score_gpt":0.2641405959661063,"score_spread":0.1976096567488326,"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."}}