{"id":"W2521667381","doi":"","title":"Effect of Processing Schedules on Surface Roughening and Roping Behavior in Textured 6111 Aluminum Alloys","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Microstructure and mechanical properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Brass; Recrystallization (geology); Electron backscatter diffraction; Neutron diffraction; Annealing (glass); Diffraction; Alloy; Metallurgy; Microstructure; Composite material; Copper; Optics; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004451538,0.0001216691,0.0002243318,0.00002635756,0.00006306866,0.00004024046,0.0001106587,0.00007297895,0.0004120878],"category_scores_gemma":[0.00004420687,0.00008793573,0.00002340673,0.00006922432,0.0000666738,0.0001213129,0.00003173959,0.0001058464,0.00001215158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001803905,"about_ca_system_score_gemma":0.00001693705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003524395,"about_ca_topic_score_gemma":0.00001713934,"domain_scores_codex":[0.9991063,0.00008617653,0.0002104329,0.0002354998,0.0001384629,0.0002231246],"domain_scores_gemma":[0.9997119,0.00005765498,0.00005278894,0.0001190319,0.00001554927,0.00004311044],"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":[0.0002013777,0.00001506038,0.0005309127,0.000094857,8.849958e-7,0.00000431291,0.0002152028,0.00003228212,0.9547298,0.000039023,0.000008867501,0.04412745],"study_design_scores_gemma":[0.0003860941,0.0003128434,0.001364451,0.0002076429,0.0000134195,0.000005931272,0.00002444341,0.000162431,0.9971417,0.0001700681,0.0001031643,0.0001078352],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985633,0.0002898066,0.00003229791,0.00003216308,0.00006959361,0.0002014723,0.000002855989,0.00002832487,0.0007801737],"genre_scores_gemma":[0.9972599,0.00001427057,0.002518603,0.00003876015,0.00003369981,0.000005753188,0.00000128952,0.00001251487,0.0001151811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04401961,"threshold_uncertainty_score":0.4512072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0102379237131848,"score_gpt":0.2524127401307176,"score_spread":0.2421748164175328,"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."}}