{"id":"W2088830242","doi":"10.1115/smasis2010-3814","title":"Microstructures of Constrained Shape Memory Alloy Nanowires Under Thermal Effects","year":2010,"lang":"en","type":"article","venue":"","topic":"nanoparticles nucleation surface interactions","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Toronto","funders":"","keywords":"Mesoscopic physics; Microstructure; Nanowire; Materials science; Condensed matter physics; Shape-memory alloy; Diffusionless transformation; Martensite; Thermal; Statistical physics; Thermodynamics; Composite material; Nanotechnology; Physics","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":[0.0000865463,0.0000920765,0.0001143912,0.0000491731,0.0000751552,0.00003194579,0.0001381685,0.00005884402,0.02379021],"category_scores_gemma":[0.00005265752,0.00006888271,0.00005159419,0.00009633736,0.0002409069,0.000176704,0.000007505457,0.0001318433,0.0002788676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":9.935535e-7,"about_ca_system_score_gemma":0.00003579944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006375805,"about_ca_topic_score_gemma":0.002297463,"domain_scores_codex":[0.9993432,0.00003774272,0.0001739408,0.0001397948,0.0001408912,0.0001644475],"domain_scores_gemma":[0.9993239,0.0003336168,0.00006309588,0.0001530459,0.00004645525,0.00007990817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002242245,0.00001126854,0.04333376,0.000007596451,0.00001836348,0.000002286501,0.0001152423,0.001029853,0.9453999,0.0002186281,0.000344457,0.009496165],"study_design_scores_gemma":[0.00027762,0.00005495011,0.6236048,0.000005087832,0.00001096376,0.00001925602,0.0002061841,0.005269022,0.3697583,0.0001471712,0.0005391748,0.0001074862],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883504,0.00002014929,0.000005232784,0.0003602418,0.0006198286,0.000117011,0.00002208358,0.00005431847,0.01045077],"genre_scores_gemma":[0.9968339,0.000001134037,0.002376214,0.0003655445,0.00003736631,3.909776e-7,0.00001101441,0.000003348617,0.0003710559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.580271,"threshold_uncertainty_score":0.9771022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006752123038763492,"score_gpt":0.2180131516439449,"score_spread":0.2112610286051814,"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."}}