{"id":"W4385309222","doi":"10.3390/e25081114","title":"The Solid Phase of 4He: A Monte Carlo Simulation Study","year":2023,"lang":"en","type":"article","venue":"Entropy","topic":"Quantum, superfluid, helium dynamics","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Monte Carlo method; Statistical physics; Dynamic Monte Carlo method; Monte Carlo method in statistical physics; Phase (matter); Monte Carlo molecular modeling; Kinetic Monte Carlo; Computer science; Hybrid Monte Carlo; Markov chain Monte Carlo; Physics; Mathematics; Statistics","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":[0.0009092903,0.0002481527,0.0006963707,0.0006601678,0.0007299606,0.0007295245,0.0006606473,0.0008092452,0.001782217],"category_scores_gemma":[0.002174173,0.0002868842,0.0004584116,0.0007682834,0.0007815884,0.0008264789,0.0004234837,0.0005391818,0.0001281649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005949368,"about_ca_system_score_gemma":0.000847095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007636144,"about_ca_topic_score_gemma":0.005145337,"domain_scores_codex":[0.9997626,0.0001004877,0.000008429782,0.00001925214,0.0000701183,0.0000391023],"domain_scores_gemma":[0.9982556,0.001333541,0.00009356998,0.00009260041,0.0001487904,0.00007599731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00009451614,0.0001242795,0.003367276,0.00009997863,0.00006160268,0.0001680894,0.0001261353,0.9402431,0.002715049,0.04928613,0.0004177301,0.003296054],"study_design_scores_gemma":[0.000009206276,0.00001216676,0.0003761342,0.000004542364,0.00000464092,0.00001158834,0.000007461346,0.9970403,0.0002896265,0.002049628,0.000190568,0.000004189229],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9429781,0.001162936,0.0444928,0.00039343,0.00003433332,0.00007512786,0.0003057289,0.0001455239,0.01041205],"genre_scores_gemma":[0.989532,0.0004421459,0.008641001,0.0000414647,0.00002389994,0.00008326513,0.000187645,0.00005479472,0.0009937595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007636144,"threshold_uncertainty_score":0.01518339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891674117323556,"score_gpt":0.3568204014128221,"score_spread":0.3379036602395866,"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."}}