{"id":"W4405963877","doi":"10.1016/j.aop.2024.169909","title":"Hyperbolic polytrope","year":2025,"lang":"en","type":"article","venue":"Annals of Physics","topic":"Black Holes and Theoretical Physics","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"Ministry of Colleges and Universities; Institut Périmètre de physique théorique; Agencia Nacional de Investigación y Desarrollo; Consejo de Desarrollo Científico y Humanístico, Universidad Central de Venezuela; Industry Canada; Generalitat Valenciana; Ministerio de Ciencia, Tecnología e Innovación Productiva; Government of Canada","keywords":"Physics; Polytrope; Medicine; Statistical physics; Classical mechanics; Polytropic process","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002431735,0.0008352686,0.0006915118,0.001233294,0.001936542,0.002063777,0.0009559545,0.00131185,0.02949402],"category_scores_gemma":[0.0009516276,0.0002861515,0.0004970415,0.0005678069,0.002184144,0.002788677,0.001737984,0.002900234,0.004461974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031421,"about_ca_system_score_gemma":0.0006685816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008773947,"about_ca_topic_score_gemma":0.0007134989,"domain_scores_codex":[0.9997552,0.00005078034,0.00001069552,0.00005387727,0.00007984345,0.00004952753],"domain_scores_gemma":[0.9996412,0.00005051013,0.00003781926,0.00006647535,0.00009587927,0.0001081676],"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":[0.000008467689,0.000007659387,0.00002705449,0.000008010657,0.000001973777,0.0000191798,0.00003112221,0.0001635051,0.0002433864,0.9959415,0.002103321,0.001444664],"study_design_scores_gemma":[0.00001855027,0.00001589324,0.0002130662,0.000008789092,0.000003068038,0.0001056935,0.000052904,0.002432063,0.0002399893,0.9854425,0.01145907,0.000008403287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1303753,0.001162907,0.04761034,0.004619452,0.002137318,0.0001141387,0.0006262113,0.0004372247,0.8129171],"genre_scores_gemma":[0.6440603,0.001171345,0.01289577,0.002214499,0.001524364,0.0001349112,0.0007044572,0.0004281902,0.3368662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02949402,"threshold_uncertainty_score":0.09866732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119830308534563,"score_gpt":0.3006857190744875,"score_spread":0.2794874159891418,"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."}}