{"id":"W3009640761","doi":"10.1021/acs.jpclett.0c00348","title":"Asymptotic Pairwise Dispersion Corrections Can Describe Layered Materials Accurately","year":2020,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry Letters","topic":"Graphene research and applications","field":"Materials Science","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Ministerio de Economía y Competitividad","keywords":"Dispersion (optics); Pairwise comparison; Graphite; Statistical physics; Dipole; Physics; Condensed matter physics; Materials science; Mathematics; Quantum mechanics; Statistics","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":[0.001705752,0.001430883,0.000919509,0.001097179,0.0009977848,0.001016805,0.002213408,0.001921864,0.003417481],"category_scores_gemma":[0.001830332,0.0005744034,0.001282069,0.001181326,0.0008408541,0.002141883,0.001409444,0.001952533,0.001410933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006119553,"about_ca_system_score_gemma":0.0006441661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240708,"about_ca_topic_score_gemma":0.002597176,"domain_scores_codex":[0.9996433,0.000130234,0.00002960197,0.00003473591,0.0001175506,0.00004465716],"domain_scores_gemma":[0.9993793,0.000274005,0.00004335517,0.0001818557,0.00009621884,0.0000251722],"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":[0.0001151025,0.0002519062,0.001723711,0.001300178,0.0002462312,0.000587614,0.0004937567,0.2869075,0.02809165,0.6112385,0.007494779,0.06154913],"study_design_scores_gemma":[0.00002090882,0.00004474275,0.0002703601,0.00004439858,0.00002161735,0.000113435,0.0000383102,0.9372204,0.003121819,0.05571822,0.003350545,0.0000352099],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2871439,0.004647763,0.6535341,0.001744384,0.0005836493,0.0002245147,0.001000297,0.001638688,0.04948261],"genre_scores_gemma":[0.8008091,0.002767682,0.1831241,0.0008159858,0.0002143211,0.0004591514,0.001045238,0.000697989,0.01006629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003417481,"threshold_uncertainty_score":0.01143265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03469931837618704,"score_gpt":0.2685160644642974,"score_spread":0.2338167460881104,"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."}}