{"id":"W4307702853","doi":"10.3390/universe8110564","title":"Pion Productions with Isospin-Dependent In-Medium Cross Sections","year":2022,"lang":"en","type":"article","venue":"Universe","topic":"High-Energy Particle Collisions Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Institute for Basic Science; National Research Foundation of Korea","keywords":"Physics; Isospin; Pion; Nuclear physics; Particle physics; Observable; Baryon; Neutron; Hadron; Quantum mechanics","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":[0.0001085894,0.00007070779,0.00006949306,0.0001800892,0.0005237086,0.00004522152,0.0001797224,0.00000962216,0.001780945],"category_scores_gemma":[0.000004003305,0.00006982312,0.00002848687,0.0007263424,0.00006295915,0.0002185563,0.0002735784,0.0002717073,0.00007038156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595809,"about_ca_system_score_gemma":0.000236879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008971655,"about_ca_topic_score_gemma":0.00014105,"domain_scores_codex":[0.9991453,0.0000705545,0.00008893907,0.0002299437,0.0002393621,0.0002258498],"domain_scores_gemma":[0.9995613,0.00001837078,0.00002773969,0.0002576636,0.00006392622,0.00007103231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009463816,0.0006641275,0.06409185,0.000002867301,0.00004697313,0.00004614619,0.001064025,0.8739905,0.00144521,0.05692274,0.001304229,0.0003267025],"study_design_scores_gemma":[0.01085165,0.001486532,0.1290222,0.00004846462,0.0001119048,0.00006333843,0.05946118,0.05048044,0.01671811,0.001496078,0.7286757,0.001584359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843717,0.000003920533,0.0007478195,0.0004538964,0.0001651854,0.0001833634,0.00003543157,0.00003087967,0.01400785],"genre_scores_gemma":[0.9797475,6.36992e-7,0.0001229082,0.00000306373,0.00009335262,0.00006786313,0.00002050862,0.00001168212,0.01993245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8235101,"threshold_uncertainty_score":0.9991316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009558964272356538,"score_gpt":0.2613269755297885,"score_spread":0.2517680112574319,"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."}}