{"id":"W2050286498","doi":"10.1086/321508","title":"The Structure of Self‐gravitating Polytropic Systems with<i>n</i>around 5","year":2001,"lang":"en","type":"article","venue":"The Astrophysical Journal","topic":"Statistical Mechanics and Entropy","field":"Physics and Astronomy","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Polytropic process; Polytrope; Nonlinear system; Stellar structure; Stability (learning theory); Duality (order theory); Poisson distribution","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":[0.00008698677,0.0001464416,0.0001978289,0.00001433816,0.0005299727,0.0002034239,0.0003420646,0.00001625393,0.00003395469],"category_scores_gemma":[0.000007779186,0.00006478928,0.00009086909,0.0001462371,0.00009777659,0.00006354843,0.00004278266,0.0004381977,0.000008223747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000189627,"about_ca_system_score_gemma":0.00004641043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005799894,"about_ca_topic_score_gemma":4.592469e-7,"domain_scores_codex":[0.9988256,0.0001116851,0.0002682597,0.0001075552,0.0003461028,0.0003408369],"domain_scores_gemma":[0.9990444,0.0002677384,0.0002399166,0.0002239129,0.0001193755,0.000104646],"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":[0.0001182524,0.00009023098,0.002716784,0.000005320688,0.000307729,0.000009929642,0.0002052429,0.001160307,0.01859508,0.9588971,0.0002455585,0.01764851],"study_design_scores_gemma":[0.009158678,0.005417809,0.05628941,0.0006699613,0.001606295,0.001026727,0.02205554,0.2110159,0.007427161,0.6678707,0.01545467,0.002007214],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8359756,0.0000573473,0.1630636,0.0002994912,0.0002723027,0.0001141633,0.00002477357,0.00000954674,0.0001831647],"genre_scores_gemma":[0.9967854,0.0000051306,0.001890809,0.00001605329,0.001204724,0.00000195427,0.000001975616,0.00001750309,0.00007642369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2910264,"threshold_uncertainty_score":0.4076175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005619057781181184,"score_gpt":0.2218555897203576,"score_spread":0.2162365319391764,"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."}}