{"id":"W7090779645","doi":"10.18429/jacow-hiat2025-frb02","title":"Development of compact accelerator based neutron sources for Canada, the PC-CANS project","year":2025,"lang":"en","type":"article","venue":"JACOW","topic":"Nuclear Physics and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neutron source; Neutron; Context (archaeology); Spallation; Neutron scattering; Spallation Neutron Source","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004585444,0.00006817953,0.00009335433,0.00001502793,0.0001794607,0.00002148496,0.0001466777,0.000008374074,0.00002962714],"category_scores_gemma":[7.027393e-7,0.00004879841,0.00004239786,0.0001116354,0.00001696559,0.00001533912,0.00001495501,0.00004434108,0.000001061941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002518199,"about_ca_system_score_gemma":0.0009328828,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03513271,"about_ca_topic_score_gemma":0.01376166,"domain_scores_codex":[0.9995985,0.00000776725,0.0001225357,0.00009504286,0.00006308271,0.0001130473],"domain_scores_gemma":[0.9996828,0.00005352649,0.00005926262,0.0001454576,0.00004264447,0.0000162686],"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":[0.00009404972,0.0009277872,0.03223477,0.0002154974,0.000720953,1.299719e-7,0.002258464,0.001225986,0.09250741,0.3975178,0.3506888,0.1216084],"study_design_scores_gemma":[0.0004417741,0.00001023277,0.02606478,0.00002460431,0.0000311075,8.333784e-9,0.0009110557,0.001981825,0.06763562,0.0006989601,0.902074,0.0001260019],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811376,0.00001214322,0.004819581,0.001823396,0.00007655811,0.0007222157,0.000170758,0.00001223935,0.01122554],"genre_scores_gemma":[0.9984332,4.959686e-8,0.0007888185,0.0001427844,0.00006128586,0.00007899907,0.00002968082,0.000006838106,0.0004583184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5513853,"threshold_uncertainty_score":0.9712924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01736325899732321,"score_gpt":0.2702941445037986,"score_spread":0.2529308855064754,"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."}}