{"id":"W2376776381","doi":"","title":"Microstructure & Property of GH710 Alloy by Casting & Forging","year":2007,"lang":"en","type":"article","venue":"Rejiagong gongyi","topic":"Metallurgy and Material Forming","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Forging; Microstructure; Alloy; Materials science; Eutectic system; Casting; Metallurgy; Deformation (meteorology); Composite material","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":[0.0003225613,0.0001643657,0.0002195467,0.00006325849,0.00006194822,0.00002067719,0.0001364362,0.0001171069,0.000120673],"category_scores_gemma":[0.00003861359,0.0001233654,0.00006138071,0.0001276128,0.00003361145,0.0001517081,0.00003786519,0.0001475978,0.00001869236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000036437,"about_ca_system_score_gemma":0.000009463239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005006173,"about_ca_topic_score_gemma":0.0000203988,"domain_scores_codex":[0.999027,0.000008886669,0.0003293838,0.0001463249,0.0001229045,0.0003655592],"domain_scores_gemma":[0.9996199,0.00003211742,0.00005383862,0.0001839881,0.00003482623,0.00007532242],"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":[0.00001246796,0.000005922006,0.0002149283,0.0001608734,0.00003327044,0.00001025459,0.0003579441,0.0005052419,0.9862745,0.00009990986,0.001078316,0.0112464],"study_design_scores_gemma":[0.000318177,0.00002686549,0.0008100985,0.0001240222,0.00002727064,0.00006129492,0.0001482124,0.001514214,0.9094671,0.00006113088,0.08712471,0.0003169103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888402,0.0004218568,0.002939882,0.0000132002,0.0007452451,0.000140358,0.00001097017,0.0001971405,0.006691109],"genre_scores_gemma":[0.9968958,0.00002352044,0.001882843,0.00002447608,0.0001274473,0.000002472344,0.00001668371,0.00004527136,0.0009814138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08604638,"threshold_uncertainty_score":0.5030696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005887212005594738,"score_gpt":0.1979399477713771,"score_spread":0.1920527357657823,"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."}}