{"id":"W4254397149","doi":"10.18280/rcma.303-404","title":"Composites Prepared via Friction Stir Processing Technique: A Review","year":2020,"lang":"fr","type":"review","venue":"Revue des composites et des matériaux avancés","topic":"Electrical Contact Performance and Analysis","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Friction stir processing; Composite material; Materials science; Microstructure","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007440355,0.001716248,0.004540931,0.0005480449,0.0006626883,0.0004670496,0.001082225,0.0006809151,0.0004042604],"category_scores_gemma":[0.0002102136,0.001554991,0.001566943,0.003260547,0.0002439957,0.001067946,0.0003041501,0.001913621,0.00116108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536875,"about_ca_system_score_gemma":0.0002767721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006945685,"about_ca_topic_score_gemma":0.0000324317,"domain_scores_codex":[0.9937946,0.0006370298,0.002414322,0.001302448,0.0005656538,0.001285966],"domain_scores_gemma":[0.9964628,0.0004977931,0.000966733,0.0009451034,0.000539249,0.0005883774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002157676,0.000170469,0.00009508381,0.3292684,0.0007488501,0.0001666351,0.0002528302,0.003074606,0.003628153,0.0001211474,0.0007904855,0.6616618],"study_design_scores_gemma":[0.0002563296,0.0003975205,0.00003043756,0.2189635,0.005166898,0.00112173,0.000006743864,0.1365132,0.000790759,0.0003164788,0.6346405,0.001795806],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001741406,0.6944052,0.3003419,0.000269255,0.0001604688,0.002012226,0.0000682602,0.0007523295,0.001972945],"genre_scores_gemma":[0.0005022191,0.8826094,0.1135988,0.0002662849,0.0005748102,0.000823578,0.0007601561,0.0003332013,0.0005316136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.659866,"threshold_uncertainty_score":0.9996166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05065772273264423,"score_gpt":0.3047940159054285,"score_spread":0.2541362931727842,"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."}}