{"id":"W1995276364","doi":"10.4028/www.scientific.net/msf.396-402.89","title":"Defect Formation in Twin Roll-Cast AA 3xxx and 5xxx Series Aluminium Alloys","year":2002,"lang":"en","type":"article","venue":"Materials science forum","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada)","funders":"","keywords":"Materials science; Aluminium; Metallurgy; Series (stratigraphy)","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":[0.0003571518,0.0001893377,0.0002091137,0.0001910503,0.0001583315,0.000328449,0.0002539001,0.00006140852,0.0002279308],"category_scores_gemma":[0.00004458512,0.0001653367,0.0000215293,0.0002899203,0.0003377888,0.001662462,0.0001324482,0.00006712664,0.00009364981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009962668,"about_ca_system_score_gemma":0.000008875079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002537447,"about_ca_topic_score_gemma":0.00007770162,"domain_scores_codex":[0.9986647,0.00002289575,0.0003041991,0.0002399558,0.0002194992,0.0005487534],"domain_scores_gemma":[0.9996396,0.00001028128,0.00004090937,0.000208418,0.00003079498,0.00007002393],"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":[0.000008544841,0.000004555761,0.0003096488,0.00004563258,0.000002631088,0.000004294259,0.001125719,0.0002592623,0.9968866,0.0001073071,0.0006426533,0.000603179],"study_design_scores_gemma":[0.0002741926,0.00006654845,0.002845839,0.00004383016,0.000005154617,0.0001477274,0.0004506044,0.002713056,0.9887655,0.0002054031,0.004196933,0.0002852257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970748,0.0003556598,0.0000626559,0.0003392819,0.0007334551,0.0002274571,0.00001830711,0.0001641093,0.001024234],"genre_scores_gemma":[0.9987749,0.00009916155,0.0008137631,0.000128269,0.00003562903,0.00002621776,0.000003185712,0.00002353443,0.00009527444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008121086,"threshold_uncertainty_score":0.6742235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027804278153533,"score_gpt":0.188091004389101,"score_spread":0.1778129616075657,"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."}}