{"id":"W2056263372","doi":"10.1061/(asce)cc.1943-5614.0000241","title":"Discussion of “Flexural Response of Concrete Beams Prestressed with AFRP Tendons: Numerical Investigation” by Yail J. Kim","year":2012,"lang":"en","type":"article","venue":"Journal of Composites for Construction","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Materials science; Flexural strength; Structural engineering; Prestressed concrete; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005981443,0.0003672589,0.0004040535,0.000381839,0.001071771,0.0007385194,0.001393183,0.001654775,0.005851988],"category_scores_gemma":[0.002258976,0.0002584168,0.0006920142,0.0003739286,0.001100626,0.000991606,0.0004885417,0.0009419018,0.0008863676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003077363,"about_ca_system_score_gemma":0.0003242661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002433207,"about_ca_topic_score_gemma":0.001784644,"domain_scores_codex":[0.9997103,0.00005912397,0.00001406711,0.00004251585,0.0001409286,0.00003297911],"domain_scores_gemma":[0.9996543,0.0001877831,0.00002827813,0.00002447773,0.00008622457,0.00001891081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008160849,0.0003855489,0.004618571,0.001294937,0.0001102619,0.004924259,0.001522673,0.3836936,0.3703919,0.09964883,0.07435443,0.058239],"study_design_scores_gemma":[0.0001233523,0.0006692333,0.0106442,0.0003004136,0.00006747022,0.001719974,0.001125168,0.6627184,0.144426,0.03344743,0.1445605,0.0001978904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4500858,0.01712551,0.3685118,0.04829648,0.01543142,0.0004769624,0.001003315,0.001045094,0.09802358],"genre_scores_gemma":[0.8790854,0.005332623,0.035487,0.007019016,0.001752475,0.0002217578,0.0002610719,0.0002750435,0.07056569],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005851988,"threshold_uncertainty_score":0.01957685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007866121074460187,"score_gpt":0.219640082040554,"score_spread":0.2117739609660938,"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."}}