{"id":"W4390826998","doi":"10.32388/sfp1pj","title":"Review of: \"Approximate Relationships to Reproduce the Values of Shell Correction Energy for Fission Fragments\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Nuclear Materials and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Fission; Nuclear physics; Shell (structure); Physics; Energy (signal processing); Nuclear fission; Statistical physics; Nuclear engineering; Engineering; Neutron; Mechanical engineering; Quantum mechanics","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":[0.006368107,0.0009372887,0.0009306835,0.002798014,0.001283237,0.001931458,0.003392916,0.002470562,0.06243193],"category_scores_gemma":[0.03838751,0.0005674125,0.0007937086,0.002623039,0.0009526995,0.003243644,0.001369704,0.002199549,0.02748301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536389,"about_ca_system_score_gemma":0.003454999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003679072,"about_ca_topic_score_gemma":0.004937564,"domain_scores_codex":[0.9965578,0.0008780582,0.0001671009,0.0002791119,0.001998761,0.0001191227],"domain_scores_gemma":[0.9813949,0.004988625,0.0006212711,0.001475217,0.01119518,0.0003248072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009797959,0.00003322279,0.0002795372,0.0010457,0.00005732949,0.00008898388,0.0001027087,0.006198735,0.001356576,0.06911961,0.7978124,0.1238072],"study_design_scores_gemma":[0.00004603622,0.00006248053,0.0008114307,0.000518685,0.00006904241,0.00018924,0.00005106525,0.02012537,0.00479716,0.03457581,0.9386806,0.00007316281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"editorial","genre_scores_codex":[0.01397182,0.03983747,0.4745129,0.07956869,0.1613409,0.001486664,0.01786404,0.007324957,0.2040925],"genre_scores_gemma":[0.1512918,0.05788459,0.2624096,0.01792825,0.03927614,0.001651795,0.02220991,0.01363355,0.4337145],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.06243193,"threshold_uncertainty_score":0.2088556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0683671376891126,"score_gpt":0.3175624571858282,"score_spread":0.2491953194967156,"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."}}