{"id":"W6948593255","doi":"10.5281/zenodo.10489884","title":"ENGINEERING DESIGN STATUS OF IFMIF-DONES HIGH ENERGY BEAM TRANSPORT LINE AND BEAM DUMP SYSTEM INSIDE THE TIR AND RIZ","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"International Civil Aviation Organization","funders":"","keywords":"Beam (structure); Electromagnetic shielding; Neutron; Beam dump; Beamline; Fusion power; Neutron source; Upgrade; Neutron radiation","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":[0.002511602,0.000982584,0.0008348782,0.000707961,0.001102097,0.00188739,0.002493758,0.001931831,0.01020191],"category_scores_gemma":[0.0007986284,0.0005670318,0.0007837195,0.0005409755,0.0004527658,0.001161447,0.0007886137,0.0009060058,0.008199109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003272231,"about_ca_system_score_gemma":0.00308659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002272182,"about_ca_topic_score_gemma":0.001499052,"domain_scores_codex":[0.9985822,0.000140882,0.00004762131,0.0002722192,0.0006881565,0.0002688592],"domain_scores_gemma":[0.9989525,0.00007748423,0.000141647,0.0002280907,0.0004365929,0.0001636881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002276493,0.0003239405,0.00778523,0.001321955,0.0001344169,0.0003310269,0.0005032067,0.007218746,0.8604445,0.01343008,0.01408253,0.09214784],"study_design_scores_gemma":[0.0002488193,0.001711718,0.01620274,0.0001318217,0.0001913564,0.0006872517,0.0002337785,0.02051054,0.7393471,0.001081986,0.2194687,0.0001841325],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4514091,0.007433864,0.4346173,0.003203211,0.001230662,0.001845395,0.009611046,0.02841146,0.062238],"genre_scores_gemma":[0.6636906,0.001862581,0.2892361,0.0005025491,0.0002363537,0.001544679,0.009294541,0.001985305,0.03164745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01020191,"threshold_uncertainty_score":0.03412879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0148234296501107,"score_gpt":0.2131028829975079,"score_spread":0.1982794533473972,"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."}}