{"id":"W4412845971","doi":"10.18280/acsm.490306","title":"Comparative Review of Gamma Ray Shielding Properties of Building and Metallic Materials Using Experimental and Theoretical Methods","year":2025,"lang":"en","type":"article","venue":"Annales de Chimie Science des Matériaux","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northern Border University","keywords":"Electromagnetic shielding; Materials science; Metal; Composite material; Metallurgy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009768365,0.0009965027,0.001075799,0.003705458,0.000250973,0.0009856053,0.0009482304,0.0006949367,0.003308573],"category_scores_gemma":[0.001337533,0.0004325403,0.0007048862,0.004343815,0.0003954057,0.001280391,0.0003614388,0.0005369951,0.001018266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640548,"about_ca_system_score_gemma":0.001033302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009097205,"about_ca_topic_score_gemma":0.001207959,"domain_scores_codex":[0.9996464,0.00006122007,0.00004824095,0.00007066644,0.0001544855,0.00001903551],"domain_scores_gemma":[0.999138,0.0005534221,0.00008472725,0.00003369317,0.0001778506,0.00001236527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001994284,0.0001672797,0.0006887516,0.1450152,0.0002820093,0.000380224,0.0002783649,0.007616282,0.02877193,0.01910912,0.009875372,0.7876161],"study_design_scores_gemma":[0.00001966945,0.0007768642,0.00368077,0.01456512,0.0007530657,0.001676871,0.0003641922,0.002213332,0.04629718,0.006811676,0.9227293,0.0001120979],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003877382,0.9835571,0.005105323,0.0001501268,0.0001342243,0.00002290369,0.0001853613,0.00003555538,0.006932034],"genre_scores_gemma":[0.01007128,0.984843,0.00371219,0.0000921461,0.00009495695,0.00003037934,0.0002142193,0.00001260644,0.0009292223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003705458,"threshold_uncertainty_score":0.01106822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08368570936809279,"score_gpt":0.3975712926566163,"score_spread":0.3138855832885235,"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."}}