{"id":"W3176526372","doi":"10.1038/s42254-021-00349-8","title":"A fresh understanding of the Mpemba effect","year":2021,"lang":"en","type":"review","venue":"Nature Reviews Physics","topic":"Advanced Thermodynamics and Statistical Mechanics","field":"Physics and Astronomy","cited_by":88,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Container (type theory); Psychology; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000287953,0.0005400305,0.002854038,0.00002234119,0.0001399419,0.00003154805,0.000538678,0.000295409,0.0001027847],"category_scores_gemma":[0.0000665873,0.0003045083,0.001769943,0.0006635989,0.0000600803,0.00004242954,0.0002261828,0.001733489,0.0000116639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001281229,"about_ca_system_score_gemma":0.0001326415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002104972,"about_ca_topic_score_gemma":7.217006e-7,"domain_scores_codex":[0.9978468,0.0004997924,0.000676107,0.0004174783,0.0002722094,0.0002875636],"domain_scores_gemma":[0.9977487,0.0004070895,0.0008700044,0.000854788,0.00005301976,0.00006634898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.744999e-7,0.00001917829,3.39872e-7,0.004080684,0.00008960658,4.279743e-7,0.000003359243,5.180436e-7,3.191652e-7,0.4736808,0.0001140801,0.5220104],"study_design_scores_gemma":[0.00008573238,0.00001815543,4.841e-8,0.01803919,0.001048682,0.000001135998,0.000006334989,0.00004454375,0.000004058635,0.0563616,0.9240981,0.0002924148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[9.843718e-8,0.9300705,0.06511695,0.00000699798,0.00056657,0.001084179,0.0003340717,0.000008464805,0.002812159],"genre_scores_gemma":[0.0001463387,0.9983478,0.000631389,0.00001750324,0.0004409002,0.00008934883,0.0001739382,0.00007307262,0.0000797691],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9239841,"threshold_uncertainty_score":0.9999407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04213733284673966,"score_gpt":0.3605746031462542,"score_spread":0.3184372702995146,"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."}}