{"id":"W2322593749","doi":"10.7566/jpscp.6.010022","title":"Toward a Fundamental Understanding of Nuclear Reactions and Exotic Nuclei","year":2015,"lang":"en","type":"article","venue":"Proceedings of the Conference on Advances in Radioactive Isotope Science (ARIS2014)","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"TRIUMF","funders":"","keywords":"Computer science; Astrobiology; Physics","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":[0.00143788,0.000808787,0.001078954,0.001186144,0.001402886,0.003079904,0.001958662,0.002497083,0.01315936],"category_scores_gemma":[0.001438689,0.0004719041,0.001000077,0.0006272562,0.004357443,0.008686282,0.002379168,0.003740769,0.002934253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115373,"about_ca_system_score_gemma":0.001243902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008663569,"about_ca_topic_score_gemma":0.0005987273,"domain_scores_codex":[0.9996282,0.00008599656,0.00001669694,0.00008004058,0.0001299741,0.00005905646],"domain_scores_gemma":[0.9992912,0.0002325412,0.0000467111,0.0002568281,0.0001268882,0.00004585028],"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":[0.000004068841,0.0000163212,0.00005458344,0.00007102003,0.000003042493,0.00001562347,0.00004018801,0.00107624,0.001166252,0.9918128,0.001753317,0.003986591],"study_design_scores_gemma":[0.000004240811,0.000008242058,0.00006578532,0.00002036131,0.000001929439,0.00004517376,0.00002516664,0.007642001,0.0006591192,0.9787955,0.01272502,0.000007511496],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03344962,0.01992338,0.5802608,0.03528759,0.003573942,0.0001534803,0.0008974487,0.001013382,0.3254404],"genre_scores_gemma":[0.6442627,0.03316509,0.2363366,0.007897899,0.006156803,0.0005477334,0.001542634,0.0006721673,0.06941839],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01315936,"threshold_uncertainty_score":0.04402244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1009361139700448,"score_gpt":0.324220003223997,"score_spread":0.2232838892539521,"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."}}