{"id":"W2255094694","doi":"10.3390/e18070240","title":"When Is an Area Law Not an Area Law?","year":2016,"lang":"en","type":"article","venue":"Entropy","topic":"Statistical Mechanics and Entropy","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Perimeter Institute","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada","keywords":"Entropy (arrow of time); Logarithm; Calculus (dental)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007227247,0.0002000227,0.0002146399,0.00001995298,0.0001458986,0.00009624642,0.0002387992,0.00004628596,0.009735034],"category_scores_gemma":[0.000005102838,0.000138462,0.00008430875,0.00003589245,0.0000655652,0.0002472098,0.00005420629,0.00009599623,0.0004634762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002750733,"about_ca_system_score_gemma":0.00001804756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006575083,"about_ca_topic_score_gemma":0.00001218226,"domain_scores_codex":[0.9987317,0.0000453259,0.0002045048,0.0003797428,0.0002124784,0.0004262733],"domain_scores_gemma":[0.9990408,0.00006546001,0.00006608502,0.0004665145,0.00005583482,0.0003053215],"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":[0.00003667205,0.0001520776,0.0006476491,0.000001933089,0.00003480857,0.000004293533,0.0001872039,5.001189e-7,0.006164924,0.9783292,0.003528817,0.01091188],"study_design_scores_gemma":[0.001754992,0.000422634,0.0003320831,0.0000389208,0.00006142103,0.000001337017,0.0001701575,0.004397837,0.02872816,0.8176498,0.1459054,0.0005372395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3528643,0.00002655042,0.6001495,0.0035448,0.001090877,0.0004835276,0.001761118,0.0002164704,0.03986291],"genre_scores_gemma":[0.9948394,0.000001683512,0.002561115,0.001137265,0.0005619908,0.00002527028,0.00005401923,0.00003366725,0.0007855907],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6419751,"threshold_uncertainty_score":0.9911702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02807443852759394,"score_gpt":0.2572218879882371,"score_spread":0.2291474494606432,"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."}}