{"id":"W634283827","doi":"10.14359/11915","title":"A New Strength Criterion for Concrete","year":2002,"lang":"en","type":"article","venue":"ACI Structural Journal","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Structural engineering; Computer science; Engineering; Forensic engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004241339,0.0002743922,0.000259148,0.0001097159,0.0001757949,0.0002154586,0.0003182617,0.0001185801,0.001794981],"category_scores_gemma":[0.00003900388,0.0002341386,0.0001969276,0.0001136561,0.00002993593,0.0005118597,0.00002340015,0.0003918526,0.00002920176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128579,"about_ca_system_score_gemma":0.00001403665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006230292,"about_ca_topic_score_gemma":4.466357e-7,"domain_scores_codex":[0.9987282,0.0000122117,0.0003719747,0.0001495368,0.0002437885,0.0004943571],"domain_scores_gemma":[0.9992774,0.00005217446,0.00007813175,0.0001871425,0.00007790408,0.0003273115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006183991,7.409259e-8,0.0003354884,0.00006283429,0.0002134863,0.00008028666,0.001136016,0.001228803,0.1697138,0.0008847366,0.04377468,0.782508],"study_design_scores_gemma":[0.01766948,0.001628778,0.01183762,0.0004184205,0.0008048247,0.02166372,0.0007556812,0.4203516,0.3414557,0.009236132,0.168718,0.005459941],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905506,0.00117587,0.004306259,0.0001659091,0.002401935,0.0002319261,0.00002951424,0.0003060855,0.0008318925],"genre_scores_gemma":[0.9702307,0.0001153156,0.02784413,0.0000752087,0.001049874,0.000004595111,0.000009053539,0.00005358861,0.0006175292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7770481,"threshold_uncertainty_score":0.9991175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754314034028557,"score_gpt":0.2403206958265316,"score_spread":0.222777555486246,"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."}}