{"id":"W4412322720","doi":"","title":"Experimental Investigation of Rotational Capacity of Reinforced Concrete Beams","year":2011,"lang":"en","type":"article","venue":"","topic":"Geophysics and Sensor Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Reinforced concrete; Structural engineering; Materials science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001601257,0.00003878915,0.00007289839,0.00003037214,0.000005317436,5.955478e-7,0.00004077051,0.00003673539,0.00009834251],"category_scores_gemma":[0.000003389149,0.0000386657,0.00001983757,0.00004699589,0.00006341861,0.0000389914,0.000006248045,0.00002877255,0.000004204301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005725564,"about_ca_system_score_gemma":0.000002973627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003597,"about_ca_topic_score_gemma":3.981003e-7,"domain_scores_codex":[0.999744,0.000002462367,0.000121688,0.00003520888,0.00004906485,0.00004755296],"domain_scores_gemma":[0.9998585,0.000006157296,0.0000244792,0.00007022841,0.0000268711,0.00001375582],"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":[0.000001708385,3.948774e-7,0.0002018883,0.000008938778,0.000009954875,7.582351e-8,0.000680134,0.0003649748,0.935199,0.06348442,0.00002277658,0.00002570583],"study_design_scores_gemma":[0.0001066481,0.00003634233,0.001780314,0.000003237359,0.000001796568,4.928341e-7,0.0001340859,0.0135456,0.9835922,0.0007584919,0.000003313257,0.00003744587],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910621,0.00000587116,0.0009796018,0.000002246327,0.0000365689,0.00004380233,0.000002948762,0.00005371323,0.007813135],"genre_scores_gemma":[0.9937388,5.530362e-7,0.006208363,0.000005483166,0.000004077559,0.000003193199,0.000004237924,0.000004295286,0.00003102189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06272592,"threshold_uncertainty_score":0.1576742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02446018582906435,"score_gpt":0.1902277550634129,"score_spread":0.1657675692343486,"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."}}