{"id":"W2288412372","doi":"10.1142/s0217979216300048","title":"Entropy is in flux V3.4","year":2016,"lang":"en","type":"article","venue":"International Journal of Modern Physics B","topic":"Quantum many-body systems","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Statistical physics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001552545,0.0001178875,0.0001944353,0.00009401904,0.00001501991,0.00004717088,0.0004689357,0.00002234627,0.0002289308],"category_scores_gemma":[0.000007295307,0.00008337008,0.0001712886,0.00005270595,0.00003134867,0.0004072715,0.00005664012,0.0001277828,0.0001376789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009657708,"about_ca_system_score_gemma":0.00008653197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002652621,"about_ca_topic_score_gemma":8.575338e-7,"domain_scores_codex":[0.9987279,0.00003635582,0.0004413198,0.0001214882,0.0005157104,0.0001572757],"domain_scores_gemma":[0.9990225,0.00007331499,0.0003913306,0.0001253772,0.0003261907,0.00006123097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002167673,0.00079277,0.2073588,0.000008048857,0.0008780445,0.00007254154,0.001722522,0.0004694185,0.09527448,0.4158631,0.01024634,0.2670972],"study_design_scores_gemma":[0.00491816,0.000115265,0.009595609,0.0005532278,0.00003341901,0.0000289278,0.00009307157,0.01029444,0.05365241,0.9036632,0.01663246,0.000419791],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422955,0.00005014762,0.1513148,0.001593265,0.001294805,0.00007075589,0.00005884555,0.00001184119,0.003310063],"genre_scores_gemma":[0.9971409,0.000003401089,0.0001639805,0.00009342168,0.002032444,0.000002578915,0.000002375891,0.00002307795,0.0005377494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4878001,"threshold_uncertainty_score":0.3399733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01273191430423029,"score_gpt":0.2681010314688991,"score_spread":0.2553691171646688,"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."}}