{"id":"W2229182679","doi":"10.1103/physrevb.93.035447","title":"Structural phase field crystal approach for modeling graphene and other two-dimensional structures","year":2016,"lang":"en","type":"article","venue":"Physical review. B./Physical review. B","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Homogeneous space; Nucleation; Graphene; Statistical physics; Square (algebra); Invariant (physics); Materials science; Physics; Mathematics; Nanotechnology; Geometry; Quantum mechanics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000200958,0.0003197701,0.0003557332,0.0004291156,0.0004242514,0.0003868636,0.001090686,0.00110405,0.002273625],"category_scores_gemma":[0.0003435799,0.0001728215,0.0006844218,0.000378832,0.0006710428,0.0007981,0.0003755315,0.0008303935,0.0003117913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000528878,"about_ca_system_score_gemma":0.0008606205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001956419,"about_ca_topic_score_gemma":0.00188325,"domain_scores_codex":[0.9999353,0.00001995085,0.000002093068,0.000007652608,0.00002736738,0.000007607819],"domain_scores_gemma":[0.999891,0.0000514792,0.00001197932,0.00001943107,0.00001676956,0.000009134562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001153234,0.00003171713,0.0003068264,0.00008075081,0.00001964593,0.0001081678,0.00004187368,0.4374177,0.005517133,0.5484737,0.001094095,0.006896992],"study_design_scores_gemma":[0.000009144926,0.00001700041,0.00007198346,0.000007016455,0.00000317252,0.00004730566,0.00001133137,0.933743,0.0006604764,0.06143919,0.003982957,0.000007424122],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0372957,0.0005318657,0.9352424,0.0006917039,0.0001460954,0.00008784966,0.0003057588,0.00015184,0.02554685],"genre_scores_gemma":[0.5954237,0.001532393,0.3860981,0.0004084718,0.0001953641,0.00077055,0.0005085039,0.0001787149,0.01488418],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002273625,"threshold_uncertainty_score":0.00760603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04228800961388021,"score_gpt":0.3820236384464247,"score_spread":0.3397356288325445,"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."}}