{"id":"W2071714569","doi":"10.2495/mc110301","title":"Characteristics of a bolted joint with a shape memory alloy stud","year":2011,"lang":"en","type":"article","venue":"WIT transactions on engineering sciences","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Joint (building); Shape-memory alloy; Materials science; Bolted joint; Structural engineering; Finite element method; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004293443,0.0001840162,0.0002382487,0.0002785242,0.0001990702,0.00004071141,0.0003390079,0.00004623337,0.0009977779],"category_scores_gemma":[0.00001647597,0.0001466221,0.00006069174,0.0005811208,0.0002863661,0.0004470469,0.000003166825,0.0001332244,0.00005706928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002841575,"about_ca_system_score_gemma":0.00008611147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003718769,"about_ca_topic_score_gemma":0.00001289545,"domain_scores_codex":[0.9986231,0.00002421371,0.0003466191,0.000279075,0.000423459,0.0003035019],"domain_scores_gemma":[0.9994473,0.00005585447,0.00008761018,0.000233869,0.00007952238,0.00009586626],"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":[0.0001610494,0.0009405778,0.0002737584,0.0002637808,0.00008887237,0.00002383551,0.0108473,0.0945981,0.8868963,0.001806605,0.00001363224,0.004086152],"study_design_scores_gemma":[0.0009990828,0.001705843,0.03393809,0.0004144419,0.0001540336,0.0001007302,0.001631156,0.08152732,0.8785822,0.00003159716,0.000108813,0.0008066489],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9066853,0.00001121505,0.09145141,0.00004737459,0.000310009,0.0002223857,0.00004376439,0.0002082755,0.001020291],"genre_scores_gemma":[0.9845026,0.000008483131,0.01533046,0.00003039568,0.00001517309,0.0000487074,0.000001014482,0.00001671414,0.00004643745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07781734,"threshold_uncertainty_score":0.9999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03213330819555055,"score_gpt":0.2116322443800979,"score_spread":0.1794989361845473,"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."}}