{"id":"W4288090396","doi":"","title":"Experimental study of extruded powder metallurgy γ-TiAl based alloys","year":2019,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Safran Electronics (Canada)","funders":"","keywords":"Powder metallurgy; Materials science; Metallurgy; Extrusion; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003059122,0.0003111081,0.0004885917,0.0003450571,0.0005484526,0.0003911291,0.0006088446,0.0006208541,0.003249773],"category_scores_gemma":[0.0005161436,0.0002897175,0.0002531979,0.0005035902,0.0005248192,0.0004182868,0.0003363865,0.00041323,0.0005936428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002672944,"about_ca_system_score_gemma":0.0001838708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004779989,"about_ca_topic_score_gemma":0.0009210088,"domain_scores_codex":[0.9996336,0.000034319,0.00003073219,0.00009811208,0.0001612114,0.0000420752],"domain_scores_gemma":[0.9996262,0.00008470061,0.00006399302,0.00008608878,0.0001275016,0.00001156261],"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":[0.0004927724,0.00008257,0.0008925627,0.000235921,0.00001315711,0.0002807601,0.0002633948,0.0005396218,0.9935352,0.0003079291,0.00006951633,0.003286594],"study_design_scores_gemma":[0.00002422902,0.0006042768,0.006170628,0.000009910152,0.00002304142,0.0001638982,0.000157143,0.001135238,0.9895794,0.00005864544,0.002067246,0.000006425117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950839,0.0004311129,0.002270031,0.00002866685,0.00001700097,0.00003975295,0.0002294303,0.00004160844,0.001858449],"genre_scores_gemma":[0.9939178,0.0003059774,0.002853686,0.00001237865,0.000009371081,0.00002068832,0.0001887754,0.00002402644,0.002667304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003249773,"threshold_uncertainty_score":0.01087153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034942906183275,"score_gpt":0.2102230571110704,"score_spread":0.1998736280492377,"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."}}