{"id":"W2805065440","doi":"10.1103/physrevmaterials.2.103603","title":"Grain extraction and microstructural analysis method for two-dimensional poly and quasicrystalline solids","year":2018,"lang":"en","type":"article","venue":"Physical Review Materials","topic":"Quasicrystal Structures and Properties","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies; Centro de Recursos Hídricos para la Agricultura y la Minería; Suomalainen Tiedeakatemia; Academy of Finland; Canada Research Chairs; National Science Foundation","keywords":"Misorientation; Crystallite; Microstructure; Grain size; Quasicrystal; Lattice (music)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724591,0.0002450896,0.0002946536,0.0005943343,0.0003085919,0.0004354562,0.000744617,0.000482073,0.002571844],"category_scores_gemma":[0.0004707811,0.0002224185,0.0003846058,0.0004241786,0.0003603096,0.000542163,0.000398743,0.0006213277,0.0004929235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003882681,"about_ca_system_score_gemma":0.0009024407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002407869,"about_ca_topic_score_gemma":0.005576717,"domain_scores_codex":[0.9999273,0.00001000236,0.000005533221,0.00001779997,0.0000325132,0.000006858933],"domain_scores_gemma":[0.9998618,0.00004177853,0.0000164467,0.00003374918,0.00003909045,0.000007113796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007380983,0.00008782573,0.003770367,0.0004833756,0.0001268303,0.0003170507,0.0002191526,0.3326528,0.2219824,0.1529461,0.00506861,0.2822717],"study_design_scores_gemma":[0.000007474833,0.00001324444,0.0006763661,0.000007117804,0.00000745129,0.00006617427,0.00001769807,0.9675356,0.008904123,0.01769399,0.00506008,0.00001069983],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008970494,0.0001086961,0.9894638,0.00004405037,0.00001614961,0.00003081835,0.0001746221,0.0002552061,0.0009362025],"genre_scores_gemma":[0.1317941,0.0001599997,0.8648124,0.00004537292,0.00001293158,0.000153942,0.0005281223,0.0003348356,0.002158351],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002571844,"threshold_uncertainty_score":0.008603692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919050672306493,"score_gpt":0.3556238238147481,"score_spread":0.3364333170916832,"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."}}