{"id":"W876147556","doi":"10.1520/stp38289s","title":"Development of Pseudoelastic TiNi Tribo Materials","year":2001,"lang":"en","type":"book-chapter","venue":"","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pseudoelasticity; Materials science; Metallurgy; Microstructure","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":[0.0001243958,0.0002594646,0.0004455122,0.0001048292,0.00002342779,0.00001369733,0.0001189495,0.0002438285,0.01834404],"category_scores_gemma":[0.000005061298,0.0002325229,0.00005151407,0.00001107948,0.0000169127,0.00004023001,0.00004186675,0.00007117814,0.0006835022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003497218,"about_ca_system_score_gemma":0.00003071329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001445345,"about_ca_topic_score_gemma":0.000005224639,"domain_scores_codex":[0.9989892,0.000002349945,0.0005726925,0.0001301,0.0001360582,0.0001696374],"domain_scores_gemma":[0.9996643,0.00001617357,0.00007715133,0.000168366,0.00002398658,0.00004999389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008567183,0.00002591674,4.360479e-7,0.002910527,0.001009811,0.00006662308,0.0005378223,0.0003078061,0.4052964,0.5428693,0.002980495,0.04390917],"study_design_scores_gemma":[0.0001917794,0.00001404388,0.000003483626,0.0002977878,0.00005405577,0.0000168197,0.000004573935,0.00001703501,0.1912466,0.001832937,0.8058819,0.0004390646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008215195,0.00005971561,0.002618811,0.00000136707,0.001508153,0.0001510645,0.00001760495,0.0002077298,0.9872203],"genre_scores_gemma":[0.04366281,0.0002524413,0.01429996,0.00001545544,0.0003604162,0.00001707839,0.0001808355,0.0001872637,0.9410238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8029014,"threshold_uncertainty_score":0.9825533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090919094927612,"score_gpt":0.2019362164520364,"score_spread":0.1810270255027603,"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."}}