{"id":"W6999646505","doi":"","title":"Developments in water calorimetry for electron beam radiation dosimetry","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dosimetry; Cathode ray; Calibration; Beam (structure); Radiation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002150464,0.00009198152,0.0001088267,0.00003030585,0.00009345978,0.00003704933,0.00009071756,0.00008288702,0.0001326572],"category_scores_gemma":[0.00001946501,0.00003314501,0.00004494013,0.0002337412,0.00001059725,0.0001023548,0.00001257872,0.00005777848,0.00003711514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006318837,"about_ca_system_score_gemma":0.000005432703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001354619,"about_ca_topic_score_gemma":0.00007785215,"domain_scores_codex":[0.9991896,0.00002540421,0.0001727507,0.0001936081,0.0001217291,0.0002969245],"domain_scores_gemma":[0.9997768,0.0001123521,0.00003230316,0.00002689817,0.00001626672,0.00003542758],"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":[0.00002623822,0.00007494744,0.03577667,0.000004621639,0.000003973673,6.333239e-7,0.00001184244,0.00002122432,0.9032786,0.0005428247,0.002140002,0.05811843],"study_design_scores_gemma":[0.0002691595,0.00009113789,0.4180574,0.00000324613,0.000003349976,5.804766e-7,0.000004972899,0.00009086991,0.5505525,0.001452087,0.02934668,0.0001279384],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947954,0.00005236303,0.000020749,0.0002417176,0.0001292327,0.0002547832,0.000007368693,0.00003585073,0.004462546],"genre_scores_gemma":[0.9986425,0.000004299002,0.0001766163,0.0001922567,0.0002859722,0.00003542161,0.0002257268,0.000001079474,0.0004361517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3822808,"threshold_uncertainty_score":0.1452504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005635137803094685,"score_gpt":0.2064663256654843,"score_spread":0.2008311878623896,"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."}}