{"id":"W4299610052","doi":"10.1142/5578","title":"Principles of Radiation Interaction in Matter and Detection","year":2004,"lang":"en","type":"book","venue":"WORLD SCIENTIFIC eBooks","topic":"Radiation Detection and Scintillator Technologies","field":"Physics and Astronomy","cited_by":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science","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":[0.0002135067,0.0001585394,0.0002210486,0.000970211,0.0001014869,0.0001117102,0.00009985264,0.00008752129,0.0002515127],"category_scores_gemma":[0.000003136437,0.0001630788,0.00007445627,0.000129962,0.000197314,0.00008662878,0.00004337685,0.0002833212,0.00003811534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002404556,"about_ca_system_score_gemma":0.0001653452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002271583,"about_ca_topic_score_gemma":0.0007521067,"domain_scores_codex":[0.9989235,0.00002194178,0.000393343,0.0003509202,0.0001748956,0.000135402],"domain_scores_gemma":[0.9992893,0.00002918896,0.0003500219,0.0002567885,0.00004311736,0.00003154734],"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":[0.000118814,0.0001860547,0.03601118,0.000516442,0.0002793355,0.000005013487,0.004902917,0.005338803,0.008361,0.1052563,0.01198557,0.8270386],"study_design_scores_gemma":[0.0005812966,0.00002777655,0.00475488,0.0002891996,0.00003086083,0.000001902298,0.0001429862,0.0008269823,0.03996761,0.0103083,0.9426928,0.0003754793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06532118,0.00005875549,0.0002620567,0.00004432804,0.001336551,0.0004039715,0.00002218731,0.00006962216,0.9324813],"genre_scores_gemma":[0.4947389,1.487666e-7,0.00002164896,0.000004345061,0.00004322764,0.00001191615,0.000006035073,0.000009421667,0.5051644],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9307072,"threshold_uncertainty_score":0.6650159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449207063022667,"score_gpt":0.2332186008268582,"score_spread":0.2187265301966316,"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."}}