{"id":"W2727054428","doi":"","title":"Deburring and edge finishing of aluminum alloys : a review","year":2013,"lang":"en","type":"review","venue":"Espace ÉTS (ETS)","topic":"Metallurgical and Alloy Processes","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Aerospace; Machining; Automotive industry; Enhanced Data Rates for GSM Evolution; Manufacturing engineering; Engineering; Mechanical engineering","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":[0.0009641456,0.0004991244,0.002433054,0.0000897397,0.00008762796,0.0001447297,0.0006531016,0.0002212105,0.001906517],"category_scores_gemma":[0.000677466,0.0003377739,0.000315161,0.000312687,0.0001467822,0.0002993424,0.0004539293,0.000292772,0.0007468821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002301607,"about_ca_system_score_gemma":0.0001607872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003354432,"about_ca_topic_score_gemma":0.000009943293,"domain_scores_codex":[0.9974021,0.0002541241,0.000850111,0.0006686885,0.0003952833,0.0004297411],"domain_scores_gemma":[0.9980245,0.0003937831,0.0007425553,0.0005211352,0.0001063241,0.0002117319],"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":[0.000002057502,0.00005538552,0.000001158152,0.3102491,0.00005208603,0.00001617869,0.00006969403,3.526228e-7,0.0003244546,0.0005368522,0.004601358,0.6840913],"study_design_scores_gemma":[0.00006981792,0.00002958273,7.78215e-7,0.08888007,0.0003805998,0.00004407267,0.000006376535,0.000002769026,0.000110445,0.00004246148,0.9100809,0.000352121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009956973,0.9963937,0.00002928639,0.0001725212,0.0003674836,0.0007776209,0.00001363903,0.0000631218,0.002082996],"genre_scores_gemma":[0.00002368346,0.9953547,0.001241709,0.0001803947,0.0002106969,0.0001533709,0.0000111761,0.00005011459,0.002774155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9054796,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05451624841697866,"score_gpt":0.315389981039391,"score_spread":0.2608737326224124,"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."}}