{"id":"W1855372514","doi":"10.1007/978-3-319-48761-8_33","title":"Aging Behavior of Flexcast® Al-Mg Alloys with Sc and Zr Additions","year":2012,"lang":"en","type":"book-chapter","venue":"ICAA13 Pittsburgh","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Novelis (Canada); University of British Columbia","funders":"","keywords":"Ingot; Materials science; Metallurgy; Recrystallization (geology); Alloy; Homogenization (climate); Aluminium; Casting; Microstructure","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007744419,0.0005758015,0.0005994282,0.0002121791,0.00008468196,0.00004451133,0.000231862,0.0003288203,0.001218531],"category_scores_gemma":[0.000005823628,0.0005090369,0.0001128795,0.00003946291,0.0003748788,0.0002188107,0.0001173128,0.0005703157,0.00003119958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000851959,"about_ca_system_score_gemma":0.0000390056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001772917,"about_ca_topic_score_gemma":0.00001407504,"domain_scores_codex":[0.998489,0.000007967053,0.0004208083,0.0003533553,0.0003087053,0.0004202273],"domain_scores_gemma":[0.9989907,0.00004628278,0.0001410761,0.0005383414,0.0001056317,0.0001780147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004104875,0.0003789247,0.005563912,0.004624077,0.007438656,0.001041418,0.01168116,0.001764667,0.4480441,0.07287057,0.1515151,0.2946669],"study_design_scores_gemma":[0.0009299953,0.0002037004,0.003416199,0.001433861,0.00126882,0.0005940266,0.00006574916,0.00005249945,0.007408704,0.002069536,0.9804374,0.002119488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1980526,0.1450352,0.006030783,0.0008066547,0.005092197,0.007719531,0.002996793,0.005477465,0.6287887],"genre_scores_gemma":[0.9276778,0.002334806,0.003622261,0.0002106751,0.000896369,0.0001983055,0.0002466175,0.0008637666,0.06394941],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8289223,"threshold_uncertainty_score":0.9997361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156878769919418,"score_gpt":0.1927578177268918,"score_spread":0.1811890300276976,"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."}}