{"id":"W2964906336","doi":"10.1080/14786435.2019.1649499","title":"Effects of pulsed laser surface treatments on microstructural characteristics and hardness of CrCoNi medium-entropy alloy","year":2019,"lang":"en","type":"article","venue":"The Philosophical Magazine A Journal of Theoretical Experimental and Applied Physics","topic":"High Entropy Alloys Studies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Equiaxed crystals; Materials science; Microstructure; Alloy; Annealing (glass); Electron backscatter diffraction; Laser; Grain size; Laser power scaling; Grain boundary; Composite material; Metallurgy; Optics","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":[0.0001216188,0.0002012807,0.0002314958,0.0002794991,0.0001574366,0.000267313,0.0002020184,0.0002814734,0.00168644],"category_scores_gemma":[0.0002561278,0.0001856182,0.0001864132,0.000271407,0.0002282106,0.0001728377,0.0001491648,0.0002554505,0.0002040564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002544791,"about_ca_system_score_gemma":0.0001157214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001071127,"about_ca_topic_score_gemma":0.002173391,"domain_scores_codex":[0.9998732,0.000009508131,0.000009660958,0.0000246954,0.0000608635,0.00002207515],"domain_scores_gemma":[0.9998418,0.00004024137,0.00004344637,0.00001807604,0.00004081058,0.00001554989],"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":[0.0001208434,0.00000619233,0.0003860449,0.00003506926,0.000005632543,0.00003893729,0.00003338714,0.0002010118,0.9979954,0.0000212616,0.00001613447,0.00114013],"study_design_scores_gemma":[0.000008282906,0.0003960386,0.02230951,0.000004375671,0.00002574979,0.00009269221,0.00008007,0.001246077,0.9748251,0.00002983622,0.0009716839,0.00001059969],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984835,0.0004571544,0.0004984685,0.00001261766,0.000006118511,0.000005226118,0.00005893597,0.00001851562,0.0004595954],"genre_scores_gemma":[0.9982954,0.0001592801,0.0005280495,0.00000897789,0.00000383863,0.000008412715,0.00008657786,0.00001913839,0.0008903548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00168644,"threshold_uncertainty_score":0.005641758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004753289856849868,"score_gpt":0.2102574540023023,"score_spread":0.2055041641454524,"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."}}