{"id":"W2023065986","doi":"10.1016/s1359-6462(03)00479-2","title":"The interaction of plasticity and diffusion controlled precipitation reactions","year":2003,"lang":"en","type":"article","venue":"Scripta Materialia","topic":"Microstructure and Mechanical Properties of Steels","field":"Engineering","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Plasticity; Materials science; Diffusion; Kinetic energy; Thermodynamics; Precipitation; Phase (matter); Phase transition; Chemical physics; Composite material; Chemistry; Classical mechanics; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009626441,0.00006418156,0.0001107049,0.00001709747,0.00007482178,0.00004443826,0.00003407301,0.00003795196,0.00006587055],"category_scores_gemma":[0.0001097424,0.00004070134,0.00002015506,0.00002350944,0.00002382149,0.00009430972,0.000008614432,0.00004397217,0.000004826125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001437009,"about_ca_system_score_gemma":0.000003191888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001754046,"about_ca_topic_score_gemma":0.000006494742,"domain_scores_codex":[0.9995785,0.00003455481,0.0001918031,0.00006143732,0.00005073731,0.00008299854],"domain_scores_gemma":[0.9998341,0.000009312598,0.00003711197,0.00006878238,0.00002778941,0.00002292801],"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":[0.0001174136,0.000004347162,0.000005142449,0.0000314524,0.00001622081,9.80537e-8,0.00007104303,0.000005177465,0.9919748,0.004216309,0.003132015,0.0004260259],"study_design_scores_gemma":[0.002237768,0.0001073644,0.0007332944,0.00007421087,0.00005496165,0.00001228859,0.0004296677,0.002770278,0.7246407,0.003645654,0.2651253,0.0001685596],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794285,0.0001617062,0.001215769,0.0000286578,0.01657696,0.0002597499,0.000008400673,0.00005939197,0.002260829],"genre_scores_gemma":[0.9978969,0.0001045965,0.0001469058,0.000008281649,0.00003305573,0.0000122151,0.000001786108,0.000008366225,0.001787894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2673341,"threshold_uncertainty_score":0.1659753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107262882333185,"score_gpt":0.2085022436805414,"score_spread":0.1977759554472229,"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."}}