{"id":"W3048239746","doi":"10.3390/ma13163534","title":"On the Role of Hollow Aluminium Oxide Microballoons during Machining of AZ31 Magnesium Syntactic Foam","year":2020,"lang":"en","type":"article","venue":"Materials","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"American University of Sharjah","keywords":"Materials science; Glass microsphere; Syntactic foam; Composite material; Ceramic; Volume fraction; Machining; Aluminium; Ceramic foam; Deformation (meteorology); Microsphere; Metallurgy; Chemical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002305902,0.0002051179,0.0001925114,0.000171104,0.00018005,0.0002079025,0.0002175762,0.000227957,0.0005767959],"category_scores_gemma":[0.00044725,0.000129399,0.0001634828,0.0001371881,0.0003444548,0.0002813999,0.0001427985,0.000186939,0.00009833298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000156013,"about_ca_system_score_gemma":0.0001168338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006938273,"about_ca_topic_score_gemma":0.00143151,"domain_scores_codex":[0.9998316,0.00002222808,0.00001026989,0.00003269402,0.00005879129,0.000044509],"domain_scores_gemma":[0.9996912,0.000148061,0.00008123556,0.00002582381,0.00003616534,0.00001747391],"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":[0.0001167429,0.000005721058,0.0004793602,0.00004479037,0.000003028075,0.00009860363,0.00009404276,0.0003474834,0.9959732,0.00007949575,0.0000123401,0.002745196],"study_design_scores_gemma":[0.000003767547,0.0001642258,0.00379493,0.000003584932,0.000005501194,0.0000904823,0.00006243971,0.003243797,0.9922726,0.00002948751,0.0003232089,0.00000589595],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975411,0.0002194235,0.001864962,0.000011016,0.000002663046,0.000006939649,0.00001564378,0.00001747497,0.0003208459],"genre_scores_gemma":[0.9987379,0.00005660817,0.001042749,0.000003760999,0.00000107062,0.000002917129,0.00001216986,0.000004697022,0.0001382318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006938273,"threshold_uncertainty_score":0.001929581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277268419184681,"score_gpt":0.2011251471126122,"score_spread":0.1883524629207654,"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."}}