{"id":"W2113065318","doi":"10.2320/matertrans.47.795","title":"Structure and Properties of the Ti&amp;ndash;50.0 at%Ni Alloy after Strain Hardening and Nanocrystallizing Thermomechanical Processing","year":2006,"lang":"en","type":"article","venue":"MATERIALS TRANSACTIONS","topic":"Shape Memory Alloy Transformations","field":"Materials Science","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Thermomechanical processing; Substructure; Annealing (glass); Alloy; Work hardening; Metallurgy; Atmospheric temperature range; Strain hardening exponent; Composite material; Microstructure; Thermodynamics; Structural 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":[0.0002520042,0.000202137,0.0002536652,0.00005532976,0.0004700276,0.0001983138,0.0001457306,0.000108337,0.001039231],"category_scores_gemma":[0.00000855768,0.0001394065,0.00004089734,0.00009663322,0.0002658124,0.0003772497,0.00002581181,0.00008836569,0.000004737152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003579866,"about_ca_system_score_gemma":0.00004451317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265102,"about_ca_topic_score_gemma":0.0005598317,"domain_scores_codex":[0.9986533,0.0001319865,0.0004403053,0.0002695366,0.0002391177,0.000265753],"domain_scores_gemma":[0.9995574,0.00002040662,0.0001221851,0.0002003326,0.00005298239,0.00004671939],"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":[0.00006338429,0.00002200756,0.00003758396,0.0002380037,0.00000768772,6.423638e-7,0.001111307,0.000119842,0.9981927,0.00004492399,0.000004231565,0.0001577218],"study_design_scores_gemma":[0.000333513,0.00001872756,0.005897866,0.0001980346,0.00007802727,0.0000888417,0.0001648777,0.00005403863,0.9924054,0.0002743751,0.0002895083,0.0001968415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994031,0.000232763,0.004295606,0.0002784814,0.0002648661,0.0003662509,0.0004158419,0.00007739555,0.00003778948],"genre_scores_gemma":[0.9980533,0.00001084511,0.001526477,0.00004428714,0.00005201162,0.00005249422,0.000007289049,0.0000295227,0.000223827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005860282,"threshold_uncertainty_score":0.9998739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432858102477292,"score_gpt":0.2086350502934929,"score_spread":0.19430646926872,"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."}}