{"id":"W2358725093","doi":"","title":"Microstructure Evolution Behavior of HIP FGH96 Alloy during Heat Treatment Process","year":2008,"lang":"en","type":"article","venue":"New Technology & New Process","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Alloy; Materials science; Microstructure; Precipitation; Phase (matter); Tetragonal crystal system; Metallurgy; Chemistry; Meteorology","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"],"consensus_categories":[],"category_scores_codex":[0.00002353734,0.0005145562,0.0005562009,0.0004432142,0.0001776006,0.0000154169,0.0005672403,0.0006675665,0.0000691752],"category_scores_gemma":[0.00002434702,0.0004646653,0.0000999178,0.0007767482,0.0003157034,0.0002689265,0.00006236394,0.0004052338,0.00002169588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004840373,"about_ca_system_score_gemma":0.0003933746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001893137,"about_ca_topic_score_gemma":0.0000946196,"domain_scores_codex":[0.9981288,0.000008196256,0.000493115,0.0005148053,0.0002371186,0.0006179048],"domain_scores_gemma":[0.9990772,0.000007277468,0.00009145039,0.0005332411,0.0001438516,0.0001469737],"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":[0.00008072995,0.00006195356,0.03499226,0.0003155092,0.0001237459,0.00005481481,0.002801718,0.002875896,0.953527,0.00002916425,0.000245247,0.00489198],"study_design_scores_gemma":[0.001693155,0.0002104886,0.00820049,0.00009098904,0.0001171139,0.001163964,0.0005506203,0.0001200357,0.9861746,0.00072293,0.0004570237,0.0004985687],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924789,0.004540199,0.000271634,0.000170224,0.0002527216,0.0006465153,0.00001641842,0.001513067,0.0001103226],"genre_scores_gemma":[0.9969553,0.0001486252,0.001705186,0.00001192327,0.0001520638,0.0001002511,0.00001360478,0.0001143556,0.0007986327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03264764,"threshold_uncertainty_score":0.9997805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008211914785287185,"score_gpt":0.2167157263788216,"score_spread":0.2085038115935345,"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."}}