{"id":"W1556827920","doi":"10.1051/epjconf/20159301030","title":"Nuclear Structure Studies with Gamma-Ray Beams","year":2015,"lang":"en","type":"article","venue":"EPJ Web of Conferences","topic":"Nuclear physics research studies","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Deutsche Forschungsgemeinschaft; U.S. Department of Energy","keywords":"Dipole; Physics; Resonance (particle physics); Giant resonance; Neutron; Excitation; Gamma ray; Atomic physics; Nuclear structure; Nuclear physics; Photon; Nuclear reaction; Optics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001048077,0.000165719,0.0003412947,0.00005121694,0.00008494192,0.00004434344,0.0002539156,0.00002016007,0.0003597428],"category_scores_gemma":[0.00001882897,0.0001100016,0.0000477191,0.0001517709,0.0004242072,0.0001480363,0.0001445125,0.0001534131,0.00003290385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001254726,"about_ca_system_score_gemma":0.0004237374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001323128,"about_ca_topic_score_gemma":0.00001837884,"domain_scores_codex":[0.9989381,0.00004638032,0.0001617916,0.0002029179,0.0004078983,0.0002429142],"domain_scores_gemma":[0.9990377,0.00007140626,0.0001153371,0.0002112256,0.0004634389,0.0001009181],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003408539,0.0003542058,0.2045331,0.0001509396,0.003261836,0.000009502247,0.01190049,0.0004489486,0.004775247,0.6913813,0.04156778,0.0412758],"study_design_scores_gemma":[0.008370347,0.004055006,0.03718496,0.0008337707,0.0004360414,0.00000350742,0.2075024,0.001697624,0.02702875,0.2458651,0.4644882,0.002534317],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9158231,0.0002773015,0.00004697371,0.0004601284,0.0001138665,0.0001728693,0.00005561673,0.00003408853,0.08301605],"genre_scores_gemma":[0.9988557,0.00001538911,0.0005231985,0.00001444918,0.0001989719,0.000005435295,0.000006624029,0.00001536422,0.000364937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4455162,"threshold_uncertainty_score":0.4485736,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04302075043926309,"score_gpt":0.306071578159706,"score_spread":0.2630508277204429,"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."}}