{"id":"W4232539022","doi":"10.32920/ryerson.14652813","title":"Analytical and experimental investigation of cracking in two-way reinforced concrete panels","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Structural Behavior of Reinforced Concrete","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Cracking; Structural engineering; Composite material; Tension (geology); Ultimate tensile strength; Concrete cover; Bond strength; Fracture mechanics; Reinforcement; Layer (electronics); Adhesive; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005051009,0.0003659239,0.0003315715,0.000555441,0.0003294871,0.0002038856,0.0005415985,0.0008259881,0.001397563],"category_scores_gemma":[0.0008228297,0.0002738786,0.0002175397,0.0003403103,0.0006410069,0.0004345746,0.0003619586,0.0004246121,0.0001875033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002099003,"about_ca_system_score_gemma":0.0001220374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005909988,"about_ca_topic_score_gemma":0.001249613,"domain_scores_codex":[0.9993109,0.00006281511,0.00002397326,0.0001313296,0.0003876973,0.00008347307],"domain_scores_gemma":[0.9987798,0.0003926599,0.0001766139,0.000207318,0.0003746619,0.00006897645],"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":[0.0000792195,0.0001072176,0.002962123,0.0001269876,0.000006422434,0.0002244817,0.0002606329,0.006293103,0.9838224,0.0001061761,0.00004787958,0.005963361],"study_design_scores_gemma":[0.00001980041,0.001214282,0.04942005,0.00002752166,0.00002476889,0.0005536139,0.0003670424,0.134377,0.812828,0.0001400519,0.0009746393,0.00005325371],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893982,0.0001683522,0.009383008,0.00001755442,0.000005728225,0.0000294361,0.00009027595,0.0001186637,0.0007887421],"genre_scores_gemma":[0.9961821,0.00004977417,0.003403764,0.000004044677,0.000001872609,0.0000124119,0.00004091419,0.000007853075,0.0002971453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001397563,"threshold_uncertainty_score":0.004675269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516621342389833,"score_gpt":0.2782991790465055,"score_spread":0.2531329656226071,"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."}}