{"id":"W7099127720","doi":"","title":"Analysis and Design of R.C. Deep Beams Using Code Provisions of Different Countries and Their Comparison","year":2015,"lang":"en","type":"article","venue":"","topic":"Welding Techniques and Residual Stresses","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Code (set theory); Point (geometry); Span (engineering); Lever; Design methods","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001101367,0.0006459478,0.0002813959,0.001245459,0.0005268131,0.0004611271,0.0005419098,0.0005879018,0.004784963],"category_scores_gemma":[0.001140232,0.0004476923,0.0005658141,0.0005753274,0.0004444217,0.0003161661,0.0007983868,0.0003394786,0.0009934552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006989041,"about_ca_system_score_gemma":0.0009299483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002314404,"about_ca_topic_score_gemma":0.004711202,"domain_scores_codex":[0.9991807,0.0001406456,0.00003608274,0.00008704425,0.0004182091,0.0001372849],"domain_scores_gemma":[0.9987175,0.000313502,0.0001768571,0.0001618727,0.0005518922,0.00007833776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001393368,0.0002505876,0.04409812,0.0007199221,0.0001068371,0.0001964674,0.0006917427,0.3244109,0.3774816,0.007967997,0.002420797,0.2402616],"study_design_scores_gemma":[0.0002161038,0.008100623,0.1354807,0.0003077397,0.0003408233,0.0005713211,0.00151939,0.4372514,0.3584589,0.007244098,0.05034668,0.0001621521],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7605202,0.0003695361,0.2164116,0.00006585036,0.00004254417,0.0001811553,0.0005779864,0.0004600945,0.02137107],"genre_scores_gemma":[0.9497371,0.0001376314,0.04184124,0.00004945478,0.000005167958,0.0001773606,0.0003955047,0.0001013447,0.007555063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004784963,"threshold_uncertainty_score":0.0160073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04071371958163448,"score_gpt":0.271880559275453,"score_spread":0.2311668396938185,"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."}}