{"id":"W4255166485","doi":"10.22215/etd/2009-08926","title":"Development and characterization of an in vitro alpha radiation exposure system for the purpose of cell culture","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Characterization (materials science); Physics; Art; Humanities; Political science; Optics","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":[0.0006172274,0.0004657962,0.0004056586,0.0003857244,0.0003925053,0.0009558076,0.0004759317,0.0004100996,0.002617494],"category_scores_gemma":[0.0004854505,0.0003252845,0.0005287968,0.0004076939,0.000191745,0.0004043369,0.0002913181,0.001112668,0.002315709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003980941,"about_ca_system_score_gemma":0.0007166464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001110097,"about_ca_topic_score_gemma":0.002256883,"domain_scores_codex":[0.999653,0.00005783009,0.00005031399,0.000084278,0.0001184986,0.00003612032],"domain_scores_gemma":[0.9995533,0.0001032107,0.00006040947,0.0001062417,0.0001388312,0.00003805529],"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":[0.00001301085,0.00002207787,0.00009168819,0.00003495858,0.000002648995,0.0000214905,0.00002708659,0.00005089695,0.9971814,0.0000949712,0.00006388615,0.0023959],"study_design_scores_gemma":[0.000003883195,0.0001227139,0.001195323,0.000008496826,0.00001754049,0.0001425339,0.00001663896,0.00029354,0.988866,0.00002712021,0.009301823,0.000004373366],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5074933,0.007135988,0.4454567,0.0007817217,0.0007308446,0.001884248,0.005031445,0.001546306,0.02993952],"genre_scores_gemma":[0.5581397,0.01287568,0.3432367,0.0004869677,0.000162056,0.001523836,0.01702096,0.0005944213,0.06595971],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002617494,"threshold_uncertainty_score":0.008756459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007209731020847767,"score_gpt":0.2470234175282403,"score_spread":0.2398136865073925,"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."}}