{"id":"W2097647079","doi":"10.1617/s11527-008-9453-z","title":"Stress block parameters for concrete flexural members reinforced with superelastic shape memory alloys","year":2008,"lang":"en","type":"article","venue":"Materials and Structures","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Materials science; Solid mechanics; Flexural strength; Shape-memory alloy; Structural engineering; Block (permutation group theory); Composite material; Stress (linguistics); Engineering; Geometry; Mathematics","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":[0.0003935023,0.0002747987,0.0003358119,0.000663298,0.000262828,0.0002967375,0.0004807177,0.0004512758,0.004323592],"category_scores_gemma":[0.001598886,0.0002296569,0.0001212208,0.0004023809,0.0003164626,0.0005656006,0.0002616315,0.0002660519,0.001091286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573924,"about_ca_system_score_gemma":0.0003834301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001734901,"about_ca_topic_score_gemma":0.004203232,"domain_scores_codex":[0.9997951,0.00003451856,0.000007251364,0.00002084263,0.0001199764,0.00002223913],"domain_scores_gemma":[0.9989925,0.0004540835,0.0001726832,0.00008571571,0.0002400619,0.00005491831],"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":[0.001124015,0.0001886523,0.006663307,0.000170663,0.00002141268,0.0001304119,0.0005165449,0.2194464,0.7270408,0.008169346,0.0009172788,0.03561111],"study_design_scores_gemma":[0.00003498803,0.0004654432,0.02259355,0.00003729298,0.00003184882,0.0001251146,0.000275795,0.6028534,0.3676068,0.002281411,0.003648325,0.00004617628],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568325,0.0003637659,0.03275395,0.00005053658,0.00001306637,0.00004141632,0.0002612681,0.0001830898,0.009500434],"genre_scores_gemma":[0.9968709,0.00004899697,0.001180085,0.000002694245,0.000001476964,0.00001383679,0.0001049479,0.00003846205,0.001738661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004323592,"threshold_uncertainty_score":0.0144639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838125393354079,"score_gpt":0.2305520721139437,"score_spread":0.2121708181804029,"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."}}