{"id":"W2902182330","doi":"10.3390/ma11122419","title":"Microstructure, Texture, Electrical and Mechanical Properties of AA-6063 Processed by Multi Directional Forging","year":2018,"lang":"en","type":"article","venue":"Materials","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Materials science; Microstructure; 6063 aluminium alloy; Metallurgy; Texture (cosmology); Composite material; Grain size; Forging; Electrical resistivity and conductivity; Alloy","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":[0.0003668458,0.0002411861,0.0004413242,0.00005483165,0.000201888,0.0001724795,0.0002413711,0.0001846767,0.0007484619],"category_scores_gemma":[0.0002063775,0.0001629396,0.00003702431,0.0001123099,0.0003034722,0.0002313406,0.0001567848,0.00008045563,0.00003663081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002875765,"about_ca_system_score_gemma":0.00005770683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001210899,"about_ca_topic_score_gemma":0.00001209413,"domain_scores_codex":[0.9983212,0.0001075145,0.0004933105,0.0004477481,0.0002371193,0.0003931082],"domain_scores_gemma":[0.9993113,0.00002277007,0.0001783654,0.0002016363,0.0001881558,0.00009778376],"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":[0.0002919338,0.00003619898,0.000008356596,0.0001231798,0.00001081962,6.891868e-7,0.0001563088,5.933116e-8,0.9976288,0.0005060568,0.0008345644,0.0004029949],"study_design_scores_gemma":[0.0005074626,0.0001968787,0.00007340581,0.00006388265,0.00002337809,0.00004251239,0.00002823986,0.00002038131,0.9952945,0.0009795749,0.00254821,0.0002215827],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974233,0.0006936417,0.0005611225,0.00008394945,0.0006520016,0.0003311547,0.0001023111,0.00009451081,0.00005800289],"genre_scores_gemma":[0.9968348,0.00002457341,0.002219022,0.0002634006,0.0002673102,0.00002471388,0.00001106931,0.00003113245,0.0003240477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002334347,"threshold_uncertainty_score":0.8195133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01594876594987181,"score_gpt":0.2287868213176239,"score_spread":0.2128380553677521,"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."}}