{"id":"W2581296987","doi":"10.3847/1538-3881/aa6af6","title":"A Python Calculator for Supernova Remnant Evolution","year":2017,"lang":"en","type":"article","venue":"The Astronomical Journal","topic":"Astrophysics and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Python (programming language); Supernova remnant; Surface brightness; Supernova; RADIUS; Software evolution; Software","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404802,0.002111066,0.001033933,0.001461266,0.0007411679,0.00182317,0.002989628,0.0008167384,0.09149143],"category_scores_gemma":[0.003885111,0.001062631,0.001960087,0.001076444,0.0006899636,0.001875561,0.002399903,0.00230694,0.03828967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103031,"about_ca_system_score_gemma":0.001997794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003292795,"about_ca_topic_score_gemma":0.002740358,"domain_scores_codex":[0.9993579,0.00007769849,0.0000808911,0.000168337,0.0002253939,0.00008984614],"domain_scores_gemma":[0.9984773,0.0005845937,0.0001496291,0.0002003685,0.0004403801,0.000147758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001171212,0.0004947801,0.012516,0.003005608,0.0005226018,0.001091713,0.0005297636,0.03513829,0.01151355,0.02876507,0.7138426,0.1914088],"study_design_scores_gemma":[0.0008838972,0.0001766025,0.009425766,0.0005225765,0.0001920624,0.0009266715,0.00009939977,0.3335347,0.04362646,0.057682,0.5525603,0.0003696594],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005724625,0.0002340026,0.2473551,0.0003281343,0.0002371799,0.0003950786,0.03996718,0.6926702,0.01308834],"genre_scores_gemma":[0.1038574,0.000864832,0.5059122,0.002013822,0.0002614283,0.003929153,0.09388207,0.2555965,0.03368255],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09149143,"threshold_uncertainty_score":0.3060693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481054535993901,"score_gpt":0.256413726665384,"score_spread":0.241603181305445,"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."}}