{"id":"W4287585749","doi":"10.1016/j.physletb.2024.138930","title":"Ab initio framework for nuclear scattering and reactions induced by light projectiles","year":2024,"lang":"en","type":"article","venue":"Physics Letters B","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"National Research Council Canada; Lawrence Livermore National Laboratory; Nuclear Physics; Natural Sciences and Engineering Research Council of Canada; Office of Science; U.S. Department of Energy","keywords":"Physics; Nucleosynthesis; Cluster analysis; Nuclear physics; Alpha particle; Helium; Cluster (spacecraft); Neutron; Scattering; Ab initio; Projectile; Nuclear reaction; Nuclear structure; Atomic physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001183768,0.001148241,0.002194047,0.0016271,0.002545128,0.001703537,0.003764019,0.002346399,0.006239961],"category_scores_gemma":[0.001319216,0.0008252453,0.001505288,0.00159747,0.001800601,0.001567219,0.0014489,0.001900558,0.001114302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002462857,"about_ca_system_score_gemma":0.002705016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01644075,"about_ca_topic_score_gemma":0.01494985,"domain_scores_codex":[0.9995213,0.0001467919,0.00001812036,0.00002847945,0.0001987622,0.00008666979],"domain_scores_gemma":[0.9993864,0.0002371769,0.0000541381,0.0001125797,0.0001383053,0.00007140357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002789042,0.00005553458,0.0002674615,0.00007129305,0.00002802715,0.0001314562,0.00006157373,0.7885517,0.00105738,0.2066435,0.0006305932,0.002473518],"study_design_scores_gemma":[0.00001492602,0.000006083464,0.00005447431,0.000006619288,0.000003350227,0.00001199122,0.00001253612,0.9693748,0.00008837526,0.02970479,0.0007147857,0.000007224754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06980114,0.001096709,0.8568764,0.00109033,0.0002592737,0.0003452662,0.001273986,0.001017222,0.06823966],"genre_scores_gemma":[0.6588112,0.001805234,0.3124858,0.0007294509,0.0004013698,0.001978162,0.001411443,0.00122646,0.02115099],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01644075,"threshold_uncertainty_score":0.03269011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02730274900534099,"score_gpt":0.3024989225056305,"score_spread":0.2751961735002895,"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."}}